searchindex.js

Search.setIndex({docnames:["__config__","amp","autograd","backends","benchmark_utils","bottleneck","checkpoint","community/contribution_guide","community/governance","community/persons_of_interest","complex_numbers","cpp_extension","cpp_index","cuda","cudnn_persistent_rnn","cudnn_rnn_determinism","data","ddp_comm_hooks","distributed","distributed.algorithms.join","distributed.elastic","distributed.optim","distributions","dlpack","elastic/agent","elastic/customization","elastic/errors","elastic/events","elastic/examples","elastic/kubernetes","elastic/metrics","elastic/multiprocessing","elastic/quickstart","elastic/rendezvous","elastic/run","elastic/timer","elastic/train_script","fft","futures","fx","generated/torch.Generator","generated/torch.Tensor.abs","generated/torch.Tensor.abs_","generated/torch.Tensor.absolute","generated/torch.Tensor.absolute_","generated/torch.Tensor.acos","generated/torch.Tensor.acos_","generated/torch.Tensor.acosh","generated/torch.Tensor.acosh_","generated/torch.Tensor.add","generated/torch.Tensor.add_","generated/torch.Tensor.addbmm","generated/torch.Tensor.addbmm_","generated/torch.Tensor.addcdiv","generated/torch.Tensor.addcdiv_","generated/torch.Tensor.addcmul","generated/torch.Tensor.addcmul_","generated/torch.Tensor.addmm","generated/torch.Tensor.addmm_","generated/torch.Tensor.addmv","generated/torch.Tensor.addmv_","generated/torch.Tensor.addr","generated/torch.Tensor.addr_","generated/torch.Tensor.all","generated/torch.Tensor.allclose","generated/torch.Tensor.amax","generated/torch.Tensor.amin","generated/torch.Tensor.aminmax","generated/torch.Tensor.angle","generated/torch.Tensor.any","generated/torch.Tensor.apply_","generated/torch.Tensor.arccos","generated/torch.Tensor.arccos_","generated/torch.Tensor.arccosh","generated/torch.Tensor.arccosh_","generated/torch.Tensor.arcsin","generated/torch.Tensor.arcsin_","generated/torch.Tensor.arcsinh","generated/torch.Tensor.arcsinh_","generated/torch.Tensor.arctan","generated/torch.Tensor.arctan_","generated/torch.Tensor.arctanh","generated/torch.Tensor.arctanh_","generated/torch.Tensor.argmax","generated/torch.Tensor.argmin","generated/torch.Tensor.argsort","generated/torch.Tensor.as_strided","generated/torch.Tensor.as_subclass","generated/torch.Tensor.asin","generated/torch.Tensor.asin_","generated/torch.Tensor.asinh","generated/torch.Tensor.asinh_","generated/torch.Tensor.atan","generated/torch.Tensor.atan2","generated/torch.Tensor.atan2_","generated/torch.Tensor.atan_","generated/torch.Tensor.atanh","generated/torch.Tensor.atanh_","generated/torch.Tensor.backward","generated/torch.Tensor.baddbmm","generated/torch.Tensor.baddbmm_","generated/torch.Tensor.bernoulli","generated/torch.Tensor.bernoulli_","generated/torch.Tensor.bfloat16","generated/torch.Tensor.bincount","generated/torch.Tensor.bitwise_and","generated/torch.Tensor.bitwise_and_","generated/torch.Tensor.bitwise_left_shift","generated/torch.Tensor.bitwise_left_shift_","generated/torch.Tensor.bitwise_not","generated/torch.Tensor.bitwise_not_","generated/torch.Tensor.bitwise_or","generated/torch.Tensor.bitwise_or_","generated/torch.Tensor.bitwise_right_shift","generated/torch.Tensor.bitwise_right_shift_","generated/torch.Tensor.bitwise_xor","generated/torch.Tensor.bitwise_xor_","generated/torch.Tensor.bmm","generated/torch.Tensor.bool","generated/torch.Tensor.broadcast_to","generated/torch.Tensor.byte","generated/torch.Tensor.cauchy_","generated/torch.Tensor.ceil","generated/torch.Tensor.ceil_","generated/torch.Tensor.char","generated/torch.Tensor.cholesky","generated/torch.Tensor.cholesky_inverse","generated/torch.Tensor.cholesky_solve","generated/torch.Tensor.chunk","generated/torch.Tensor.clamp","generated/torch.Tensor.clamp_","generated/torch.Tensor.clip","generated/torch.Tensor.clip_","generated/torch.Tensor.clone","generated/torch.Tensor.coalesce","generated/torch.Tensor.conj","generated/torch.Tensor.conj_physical","generated/torch.Tensor.conj_physical_","generated/torch.Tensor.contiguous","generated/torch.Tensor.copy_","generated/torch.Tensor.copysign","generated/torch.Tensor.copysign_","generated/torch.Tensor.corrcoef","generated/torch.Tensor.cos","generated/torch.Tensor.cos_","generated/torch.Tensor.cosh","generated/torch.Tensor.cosh_","generated/torch.Tensor.count_nonzero","generated/torch.Tensor.cov","generated/torch.Tensor.cpu","generated/torch.Tensor.cross","generated/torch.Tensor.cuda","generated/torch.Tensor.cummax","generated/torch.Tensor.cummin","generated/torch.Tensor.cumprod","generated/torch.Tensor.cumprod_","generated/torch.Tensor.cumsum","generated/torch.Tensor.cumsum_","generated/torch.Tensor.data_ptr","generated/torch.Tensor.deg2rad","generated/torch.Tensor.dense_dim","generated/torch.Tensor.dequantize","generated/torch.Tensor.det","generated/torch.Tensor.detach","generated/torch.Tensor.detach_","generated/torch.Tensor.device","generated/torch.Tensor.diag","generated/torch.Tensor.diag_embed","generated/torch.Tensor.diagflat","generated/torch.Tensor.diagonal","generated/torch.Tensor.diff","generated/torch.Tensor.digamma","generated/torch.Tensor.digamma_","generated/torch.Tensor.dim","generated/torch.Tensor.dist","generated/torch.Tensor.div","generated/torch.Tensor.div_","generated/torch.Tensor.divide","generated/torch.Tensor.divide_","generated/torch.Tensor.dot","generated/torch.Tensor.double","generated/torch.Tensor.dsplit","generated/torch.Tensor.eig","generated/torch.Tensor.element_size","generated/torch.Tensor.eq","generated/torch.Tensor.eq_","generated/torch.Tensor.equal","generated/torch.Tensor.erf","generated/torch.Tensor.erf_","generated/torch.Tensor.erfc","generated/torch.Tensor.erfc_","generated/torch.Tensor.erfinv","generated/torch.Tensor.erfinv_","generated/torch.Tensor.exp","generated/torch.Tensor.exp_","generated/torch.Tensor.expand","generated/torch.Tensor.expand_as","generated/torch.Tensor.expm1","generated/torch.Tensor.expm1_","generated/torch.Tensor.exponential_","generated/torch.Tensor.fill_","generated/torch.Tensor.fill_diagonal_","generated/torch.Tensor.fix","generated/torch.Tensor.fix_","generated/torch.Tensor.flatten","generated/torch.Tensor.flip","generated/torch.Tensor.fliplr","generated/torch.Tensor.flipud","generated/torch.Tensor.float","generated/torch.Tensor.float_power","generated/torch.Tensor.float_power_","generated/torch.Tensor.floor","generated/torch.Tensor.floor_","generated/torch.Tensor.floor_divide","generated/torch.Tensor.floor_divide_","generated/torch.Tensor.fmax","generated/torch.Tensor.fmin","generated/torch.Tensor.fmod","generated/torch.Tensor.fmod_","generated/torch.Tensor.frac","generated/torch.Tensor.frac_","generated/torch.Tensor.frexp","generated/torch.Tensor.gather","generated/torch.Tensor.gcd","generated/torch.Tensor.gcd_","generated/torch.Tensor.ge","generated/torch.Tensor.ge_","generated/torch.Tensor.geometric_","generated/torch.Tensor.geqrf","generated/torch.Tensor.ger","generated/torch.Tensor.get_device","generated/torch.Tensor.grad","generated/torch.Tensor.greater","generated/torch.Tensor.greater_","generated/torch.Tensor.greater_equal","generated/torch.Tensor.greater_equal_","generated/torch.Tensor.gt","generated/torch.Tensor.gt_","generated/torch.Tensor.half","generated/torch.Tensor.hardshrink","generated/torch.Tensor.heaviside","generated/torch.Tensor.histc","generated/torch.Tensor.histogram","generated/torch.Tensor.hsplit","generated/torch.Tensor.hypot","generated/torch.Tensor.hypot_","generated/torch.Tensor.i0","generated/torch.Tensor.i0_","generated/torch.Tensor.igamma","generated/torch.Tensor.igamma_","generated/torch.Tensor.igammac","generated/torch.Tensor.igammac_","generated/torch.Tensor.imag","generated/torch.Tensor.index_add","generated/torch.Tensor.index_add_","generated/torch.Tensor.index_copy","generated/torch.Tensor.index_copy_","generated/torch.Tensor.index_fill","generated/torch.Tensor.index_fill_","generated/torch.Tensor.index_put","generated/torch.Tensor.index_put_","generated/torch.Tensor.index_select","generated/torch.Tensor.indices","generated/torch.Tensor.inner","generated/torch.Tensor.int","generated/torch.Tensor.int_repr","generated/torch.Tensor.inverse","generated/torch.Tensor.is_coalesced","generated/torch.Tensor.is_complex","generated/torch.Tensor.is_conj","generated/torch.Tensor.is_contiguous","generated/torch.Tensor.is_cuda","generated/torch.Tensor.is_floating_point","generated/torch.Tensor.is_inference","generated/torch.Tensor.is_leaf","generated/torch.Tensor.is_meta","generated/torch.Tensor.is_pinned","generated/torch.Tensor.is_quantized","generated/torch.Tensor.is_set_to","generated/torch.Tensor.is_shared","generated/torch.Tensor.is_signed","generated/torch.Tensor.is_sparse","generated/torch.Tensor.isclose","generated/torch.Tensor.isfinite","generated/torch.Tensor.isinf","generated/torch.Tensor.isnan","generated/torch.Tensor.isneginf","generated/torch.Tensor.isposinf","generated/torch.Tensor.isreal","generated/torch.Tensor.istft","generated/torch.Tensor.item","generated/torch.Tensor.kthvalue","generated/torch.Tensor.lcm","generated/torch.Tensor.lcm_","generated/torch.Tensor.ldexp","generated/torch.Tensor.ldexp_","generated/torch.Tensor.le","generated/torch.Tensor.le_","generated/torch.Tensor.lerp","generated/torch.Tensor.lerp_","generated/torch.Tensor.less","generated/torch.Tensor.less_","generated/torch.Tensor.less_equal","generated/torch.Tensor.less_equal_","generated/torch.Tensor.lgamma","generated/torch.Tensor.lgamma_","generated/torch.Tensor.log","generated/torch.Tensor.log10","generated/torch.Tensor.log10_","generated/torch.Tensor.log1p","generated/torch.Tensor.log1p_","generated/torch.Tensor.log2","generated/torch.Tensor.log2_","generated/torch.Tensor.log_","generated/torch.Tensor.log_normal_","generated/torch.Tensor.logaddexp","generated/torch.Tensor.logaddexp2","generated/torch.Tensor.logcumsumexp","generated/torch.Tensor.logdet","generated/torch.Tensor.logical_and","generated/torch.Tensor.logical_and_","generated/torch.Tensor.logical_not","generated/torch.Tensor.logical_not_","generated/torch.Tensor.logical_or","generated/torch.Tensor.logical_or_","generated/torch.Tensor.logical_xor","generated/torch.Tensor.logical_xor_","generated/torch.Tensor.logit","generated/torch.Tensor.logit_","generated/torch.Tensor.logsumexp","generated/torch.Tensor.long","generated/torch.Tensor.lstsq","generated/torch.Tensor.lt","generated/torch.Tensor.lt_","generated/torch.Tensor.lu","generated/torch.Tensor.lu_solve","generated/torch.Tensor.map_","generated/torch.Tensor.masked_fill","generated/torch.Tensor.masked_fill_","generated/torch.Tensor.masked_scatter","generated/torch.Tensor.masked_scatter_","generated/torch.Tensor.masked_select","generated/torch.Tensor.matmul","generated/torch.Tensor.matrix_exp","generated/torch.Tensor.matrix_power","generated/torch.Tensor.max","generated/torch.Tensor.maximum","generated/torch.Tensor.mean","generated/torch.Tensor.median","generated/torch.Tensor.min","generated/torch.Tensor.minimum","generated/torch.Tensor.mm","generated/torch.Tensor.mode","generated/torch.Tensor.moveaxis","generated/torch.Tensor.movedim","generated/torch.Tensor.msort","generated/torch.Tensor.mul","generated/torch.Tensor.mul_","generated/torch.Tensor.multinomial","generated/torch.Tensor.multiply","generated/torch.Tensor.multiply_","generated/torch.Tensor.mv","generated/torch.Tensor.mvlgamma","generated/torch.Tensor.mvlgamma_","generated/torch.Tensor.nan_to_num","generated/torch.Tensor.nan_to_num_","generated/torch.Tensor.nanmean","generated/torch.Tensor.nanmedian","generated/torch.Tensor.nanquantile","generated/torch.Tensor.nansum","generated/torch.Tensor.narrow","generated/torch.Tensor.narrow_copy","generated/torch.Tensor.ndim","generated/torch.Tensor.ndimension","generated/torch.Tensor.ne","generated/torch.Tensor.ne_","generated/torch.Tensor.neg","generated/torch.Tensor.neg_","generated/torch.Tensor.negative","generated/torch.Tensor.negative_","generated/torch.Tensor.nelement","generated/torch.Tensor.new_empty","generated/torch.Tensor.new_full","generated/torch.Tensor.new_ones","generated/torch.Tensor.new_tensor","generated/torch.Tensor.new_zeros","generated/torch.Tensor.nextafter","generated/torch.Tensor.nextafter_","generated/torch.Tensor.nonzero","generated/torch.Tensor.norm","generated/torch.Tensor.normal_","generated/torch.Tensor.not_equal","generated/torch.Tensor.not_equal_","generated/torch.Tensor.numel","generated/torch.Tensor.numpy","generated/torch.Tensor.orgqr","generated/torch.Tensor.ormqr","generated/torch.Tensor.outer","generated/torch.Tensor.permute","generated/torch.Tensor.pin_memory","generated/torch.Tensor.pinverse","generated/torch.Tensor.polygamma","generated/torch.Tensor.polygamma_","generated/torch.Tensor.positive","generated/torch.Tensor.pow","generated/torch.Tensor.pow_","generated/torch.Tensor.prod","generated/torch.Tensor.put_","generated/torch.Tensor.q_per_channel_axis","generated/torch.Tensor.q_per_channel_scales","generated/torch.Tensor.q_per_channel_zero_points","generated/torch.Tensor.q_scale","generated/torch.Tensor.q_zero_point","generated/torch.Tensor.qr","generated/torch.Tensor.qscheme","generated/torch.Tensor.quantile","generated/torch.Tensor.rad2deg","generated/torch.Tensor.random_","generated/torch.Tensor.ravel","generated/torch.Tensor.real","generated/torch.Tensor.reciprocal","generated/torch.Tensor.reciprocal_","generated/torch.Tensor.record_stream","generated/torch.Tensor.register_hook","generated/torch.Tensor.remainder","generated/torch.Tensor.remainder_","generated/torch.Tensor.renorm","generated/torch.Tensor.renorm_","generated/torch.Tensor.repeat","generated/torch.Tensor.repeat_interleave","generated/torch.Tensor.requires_grad","generated/torch.Tensor.requires_grad_","generated/torch.Tensor.reshape","generated/torch.Tensor.reshape_as","generated/torch.Tensor.resize_","generated/torch.Tensor.resize_as_","generated/torch.Tensor.resolve_conj","generated/torch.Tensor.resolve_neg","generated/torch.Tensor.retain_grad","generated/torch.Tensor.retains_grad","generated/torch.Tensor.roll","generated/torch.Tensor.rot90","generated/torch.Tensor.round","generated/torch.Tensor.round_","generated/torch.Tensor.rsqrt","generated/torch.Tensor.rsqrt_","generated/torch.Tensor.scatter","generated/torch.Tensor.scatter_","generated/torch.Tensor.scatter_add","generated/torch.Tensor.scatter_add_","generated/torch.Tensor.select","generated/torch.Tensor.set_","generated/torch.Tensor.sgn","generated/torch.Tensor.sgn_","generated/torch.Tensor.share_memory_","generated/torch.Tensor.short","generated/torch.Tensor.sigmoid","generated/torch.Tensor.sigmoid_","generated/torch.Tensor.sign","generated/torch.Tensor.sign_","generated/torch.Tensor.signbit","generated/torch.Tensor.sin","generated/torch.Tensor.sin_","generated/torch.Tensor.sinc","generated/torch.Tensor.sinc_","generated/torch.Tensor.sinh","generated/torch.Tensor.sinh_","generated/torch.Tensor.size","generated/torch.Tensor.slogdet","generated/torch.Tensor.smm","generated/torch.Tensor.solve","generated/torch.Tensor.sort","generated/torch.Tensor.sparse_dim","generated/torch.Tensor.sparse_mask","generated/torch.Tensor.sparse_resize_","generated/torch.Tensor.sparse_resize_and_clear_","generated/torch.Tensor.split","generated/torch.Tensor.sqrt","generated/torch.Tensor.sqrt_","generated/torch.Tensor.square","generated/torch.Tensor.square_","generated/torch.Tensor.squeeze","generated/torch.Tensor.squeeze_","generated/torch.Tensor.sspaddmm","generated/torch.Tensor.std","generated/torch.Tensor.stft","generated/torch.Tensor.storage","generated/torch.Tensor.storage_offset","generated/torch.Tensor.storage_type","generated/torch.Tensor.stride","generated/torch.Tensor.sub","generated/torch.Tensor.sub_","generated/torch.Tensor.subtract","generated/torch.Tensor.subtract_","generated/torch.Tensor.sum","generated/torch.Tensor.sum_to_size","generated/torch.Tensor.svd","generated/torch.Tensor.swapaxes","generated/torch.Tensor.swapdims","generated/torch.Tensor.symeig","generated/torch.Tensor.t","generated/torch.Tensor.t_","generated/torch.Tensor.take","generated/torch.Tensor.take_along_dim","generated/torch.Tensor.tan","generated/torch.Tensor.tan_","generated/torch.Tensor.tanh","generated/torch.Tensor.tanh_","generated/torch.Tensor.tensor_split","generated/torch.Tensor.tile","generated/torch.Tensor.to","generated/torch.Tensor.to_dense","generated/torch.Tensor.to_mkldnn","generated/torch.Tensor.to_sparse","generated/torch.Tensor.tolist","generated/torch.Tensor.topk","generated/torch.Tensor.trace","generated/torch.Tensor.transpose","generated/torch.Tensor.transpose_","generated/torch.Tensor.triangular_solve","generated/torch.Tensor.tril","generated/torch.Tensor.tril_","generated/torch.Tensor.triu","generated/torch.Tensor.triu_","generated/torch.Tensor.true_divide","generated/torch.Tensor.true_divide_","generated/torch.Tensor.trunc","generated/torch.Tensor.trunc_","generated/torch.Tensor.type","generated/torch.Tensor.type_as","generated/torch.Tensor.unbind","generated/torch.Tensor.unfold","generated/torch.Tensor.uniform_","generated/torch.Tensor.unique","generated/torch.Tensor.unique_consecutive","generated/torch.Tensor.unsqueeze","generated/torch.Tensor.unsqueeze_","generated/torch.Tensor.values","generated/torch.Tensor.var","generated/torch.Tensor.vdot","generated/torch.Tensor.view","generated/torch.Tensor.view_as","generated/torch.Tensor.vsplit","generated/torch.Tensor.where","generated/torch.Tensor.xlogy","generated/torch.Tensor.xlogy_","generated/torch.Tensor.zero_","generated/torch._assert","generated/torch.abs","generated/torch.absolute","generated/torch.acos","generated/torch.acosh","generated/torch.add","generated/torch.addbmm","generated/torch.addcdiv","generated/torch.addcmul","generated/torch.addmm","generated/torch.addmv","generated/torch.addr","generated/torch.all","generated/torch.allclose","generated/torch.amax","generated/torch.amin","generated/torch.aminmax","generated/torch.angle","generated/torch.any","generated/torch.arange","generated/torch.arccos","generated/torch.arccosh","generated/torch.arcsin","generated/torch.arcsinh","generated/torch.arctan","generated/torch.arctanh","generated/torch.are_deterministic_algorithms_enabled","generated/torch.argmax","generated/torch.argmin","generated/torch.argsort","generated/torch.as_strided","generated/torch.as_tensor","generated/torch.asin","generated/torch.asinh","generated/torch.atan","generated/torch.atan2","generated/torch.atanh","generated/torch.atleast_1d","generated/torch.atleast_2d","generated/torch.atleast_3d","generated/torch.autograd.Function.backward","generated/torch.autograd.Function.forward","generated/torch.autograd.backward","generated/torch.autograd.enable_grad","generated/torch.autograd.function.FunctionCtx.mark_dirty","generated/torch.autograd.function.FunctionCtx.mark_non_differentiable","generated/torch.autograd.function.FunctionCtx.save_for_backward","generated/torch.autograd.function.FunctionCtx.set_materialize_grads","generated/torch.autograd.functional.hessian","generated/torch.autograd.functional.hvp","generated/torch.autograd.functional.jacobian","generated/torch.autograd.functional.jvp","generated/torch.autograd.functional.vhp","generated/torch.autograd.functional.vjp","generated/torch.autograd.grad","generated/torch.autograd.gradcheck","generated/torch.autograd.gradgradcheck","generated/torch.autograd.inference_mode","generated/torch.autograd.no_grad","generated/torch.autograd.profiler.load_nvprof","generated/torch.autograd.profiler.profile.export_chrome_trace","generated/torch.autograd.profiler.profile.key_averages","generated/torch.autograd.profiler.profile.self_cpu_time_total","generated/torch.autograd.profiler.profile.total_average","generated/torch.autograd.set_grad_enabled","generated/torch.baddbmm","generated/torch.bartlett_window","generated/torch.bernoulli","generated/torch.bincount","generated/torch.bitwise_and","generated/torch.bitwise_left_shift","generated/torch.bitwise_not","generated/torch.bitwise_or","generated/torch.bitwise_right_shift","generated/torch.bitwise_xor","generated/torch.blackman_window","generated/torch.block_diag","generated/torch.bmm","generated/torch.broadcast_shapes","generated/torch.broadcast_tensors","generated/torch.broadcast_to","generated/torch.bucketize","generated/torch.can_cast","generated/torch.cartesian_prod","generated/torch.cat","generated/torch.cdist","generated/torch.ceil","generated/torch.chain_matmul","generated/torch.cholesky","generated/torch.cholesky_inverse","generated/torch.cholesky_solve","generated/torch.chunk","generated/torch.clamp","generated/torch.clip","generated/torch.clone","generated/torch.column_stack","generated/torch.combinations","generated/torch.compiled_with_cxx11_abi","generated/torch.complex","generated/torch.concat","generated/torch.conj","generated/torch.conj_physical","generated/torch.copysign","generated/torch.corrcoef","generated/torch.cos","generated/torch.cosh","generated/torch.count_nonzero","generated/torch.cov","generated/torch.cross","generated/torch.cuda.CUDAGraph","generated/torch.cuda.Event","generated/torch.cuda.Stream","generated/torch.cuda.StreamContext","generated/torch.cuda.can_device_access_peer","generated/torch.cuda.comm.broadcast","generated/torch.cuda.comm.broadcast_coalesced","generated/torch.cuda.comm.gather","generated/torch.cuda.comm.reduce_add","generated/torch.cuda.comm.scatter","generated/torch.cuda.current_blas_handle","generated/torch.cuda.current_device","generated/torch.cuda.current_stream","generated/torch.cuda.default_stream","generated/torch.cuda.device","generated/torch.cuda.device_count","generated/torch.cuda.device_of","generated/torch.cuda.empty_cache","generated/torch.cuda.get_arch_list","generated/torch.cuda.get_device_capability","generated/torch.cuda.get_device_name","generated/torch.cuda.get_device_properties","generated/torch.cuda.get_gencode_flags","generated/torch.cuda.get_rng_state","generated/torch.cuda.get_rng_state_all","generated/torch.cuda.get_sync_debug_mode","generated/torch.cuda.graph","generated/torch.cuda.graph_pool_handle","generated/torch.cuda.init","generated/torch.cuda.initial_seed","generated/torch.cuda.ipc_collect","generated/torch.cuda.is_available","generated/torch.cuda.is_initialized","generated/torch.cuda.list_gpu_processes","generated/torch.cuda.make_graphed_callables","generated/torch.cuda.manual_seed","generated/torch.cuda.manual_seed_all","generated/torch.cuda.max_memory_allocated","generated/torch.cuda.max_memory_cached","generated/torch.cuda.max_memory_reserved","generated/torch.cuda.memory_allocated","generated/torch.cuda.memory_cached","generated/torch.cuda.memory_reserved","generated/torch.cuda.memory_snapshot","generated/torch.cuda.memory_stats","generated/torch.cuda.memory_summary","generated/torch.cuda.nvtx.mark","generated/torch.cuda.nvtx.range_pop","generated/torch.cuda.nvtx.range_push","generated/torch.cuda.reset_max_memory_allocated","generated/torch.cuda.reset_max_memory_cached","generated/torch.cuda.reset_peak_memory_stats","generated/torch.cuda.seed","generated/torch.cuda.seed_all","generated/torch.cuda.set_device","generated/torch.cuda.set_per_process_memory_fraction","generated/torch.cuda.set_rng_state","generated/torch.cuda.set_rng_state_all","generated/torch.cuda.set_stream","generated/torch.cuda.set_sync_debug_mode","generated/torch.cuda.stream","generated/torch.cuda.synchronize","generated/torch.cummax","generated/torch.cummin","generated/torch.cumprod","generated/torch.cumsum","generated/torch.cumulative_trapezoid","generated/torch.deg2rad","generated/torch.dequantize","generated/torch.det","generated/torch.diag","generated/torch.diag_embed","generated/torch.diagflat","generated/torch.diagonal","generated/torch.diff","generated/torch.digamma","generated/torch.dist","generated/torch.div","generated/torch.divide","generated/torch.dot","generated/torch.dsplit","generated/torch.dstack","generated/torch.eig","generated/torch.einsum","generated/torch.empty","generated/torch.empty_like","generated/torch.empty_strided","generated/torch.enable_grad","generated/torch.eq","generated/torch.equal","generated/torch.erf","generated/torch.erfc","generated/torch.erfinv","generated/torch.exp","generated/torch.exp2","generated/torch.expm1","generated/torch.eye","generated/torch.fake_quantize_per_channel_affine","generated/torch.fake_quantize_per_tensor_affine","generated/torch.fft.fft","generated/torch.fft.fft2","generated/torch.fft.fftfreq","generated/torch.fft.fftn","generated/torch.fft.fftshift","generated/torch.fft.hfft","generated/torch.fft.ifft","generated/torch.fft.ifft2","generated/torch.fft.ifftn","generated/torch.fft.ifftshift","generated/torch.fft.ihfft","generated/torch.fft.irfft","generated/torch.fft.irfft2","generated/torch.fft.irfftn","generated/torch.fft.rfft","generated/torch.fft.rfft2","generated/torch.fft.rfftfreq","generated/torch.fft.rfftn","generated/torch.fix","generated/torch.flatten","generated/torch.flip","generated/torch.fliplr","generated/torch.flipud","generated/torch.float_power","generated/torch.floor","generated/torch.floor_divide","generated/torch.fmax","generated/torch.fmin","generated/torch.fmod","generated/torch.frac","generated/torch.frexp","generated/torch.from_numpy","generated/torch.frombuffer","generated/torch.full","generated/torch.full_like","generated/torch.gather","generated/torch.gcd","generated/torch.ge","generated/torch.geqrf","generated/torch.ger","generated/torch.get_default_dtype","generated/torch.get_num_interop_threads","generated/torch.get_num_threads","generated/torch.get_rng_state","generated/torch.gradient","generated/torch.greater","generated/torch.greater_equal","generated/torch.gt","generated/torch.hamming_window","generated/torch.hann_window","generated/torch.heaviside","generated/torch.histc","generated/torch.histogram","generated/torch.hsplit","generated/torch.hspmm","generated/torch.hstack","generated/torch.hypot","generated/torch.i0","generated/torch.igamma","generated/torch.igammac","generated/torch.imag","generated/torch.index_select","generated/torch.inference_mode","generated/torch.initial_seed","generated/torch.inner","generated/torch.inverse","generated/torch.is_complex","generated/torch.is_conj","generated/torch.is_floating_point","generated/torch.is_grad_enabled","generated/torch.is_inference_mode_enabled","generated/torch.is_nonzero","generated/torch.is_storage","generated/torch.is_tensor","generated/torch.is_warn_always_enabled","generated/torch.isclose","generated/torch.isfinite","generated/torch.isin","generated/torch.isinf","generated/torch.isnan","generated/torch.isneginf","generated/torch.isposinf","generated/torch.isreal","generated/torch.istft","generated/torch.jit.Attribute","generated/torch.jit.ScriptFunction","generated/torch.jit.ScriptModule","generated/torch.jit.annotate","generated/torch.jit.fork","generated/torch.jit.freeze","generated/torch.jit.ignore","generated/torch.jit.isinstance","generated/torch.jit.load","generated/torch.jit.optimize_for_inference","generated/torch.jit.save","generated/torch.jit.script","generated/torch.jit.script_if_tracing","generated/torch.jit.trace","generated/torch.jit.trace_module","generated/torch.jit.unused","generated/torch.jit.wait","generated/torch.kaiser_window","generated/torch.kron","generated/torch.kthvalue","generated/torch.lcm","generated/torch.ldexp","generated/torch.le","generated/torch.lerp","generated/torch.less","generated/torch.less_equal","generated/torch.lgamma","generated/torch.linalg.cholesky","generated/torch.linalg.cholesky_ex","generated/torch.linalg.cond","generated/torch.linalg.det","generated/torch.linalg.eig","generated/torch.linalg.eigh","generated/torch.linalg.eigvals","generated/torch.linalg.eigvalsh","generated/torch.linalg.householder_product","generated/torch.linalg.inv","generated/torch.linalg.inv_ex","generated/torch.linalg.lstsq","generated/torch.linalg.matmul","generated/torch.linalg.matrix_norm","generated/torch.linalg.matrix_power","generated/torch.linalg.matrix_rank","generated/torch.linalg.multi_dot","generated/torch.linalg.norm","generated/torch.linalg.pinv","generated/torch.linalg.qr","generated/torch.linalg.slogdet","generated/torch.linalg.solve","generated/torch.linalg.svd","generated/torch.linalg.svdvals","generated/torch.linalg.tensorinv","generated/torch.linalg.tensorsolve","generated/torch.linalg.vector_norm","generated/torch.linspace","generated/torch.load","generated/torch.lobpcg","generated/torch.log","generated/torch.log10","generated/torch.log1p","generated/torch.log2","generated/torch.logaddexp","generated/torch.logaddexp2","generated/torch.logcumsumexp","generated/torch.logdet","generated/torch.logical_and","generated/torch.logical_not","generated/torch.logical_or","generated/torch.logical_xor","generated/torch.logit","generated/torch.logspace","generated/torch.logsumexp","generated/torch.lstsq","generated/torch.lt","generated/torch.lu","generated/torch.lu_solve","generated/torch.lu_unpack","generated/torch.manual_seed","generated/torch.masked_select","generated/torch.matmul","generated/torch.matrix_exp","generated/torch.matrix_power","generated/torch.matrix_rank","generated/torch.max","generated/torch.maximum","generated/torch.mean","generated/torch.median","generated/torch.meshgrid","generated/torch.min","generated/torch.minimum","generated/torch.mm","generated/torch.mode","generated/torch.moveaxis","generated/torch.movedim","generated/torch.msort","generated/torch.mul","generated/torch.multinomial","generated/torch.multiply","generated/torch.mv","generated/torch.mvlgamma","generated/torch.nan_to_num","generated/torch.nanmean","generated/torch.nanmedian","generated/torch.nanquantile","generated/torch.nansum","generated/torch.narrow","generated/torch.ne","generated/torch.neg","generated/torch.negative","generated/torch.nextafter","generated/torch.nn.AdaptiveAvgPool1d","generated/torch.nn.AdaptiveAvgPool2d","generated/torch.nn.AdaptiveAvgPool3d","generated/torch.nn.AdaptiveLogSoftmaxWithLoss","generated/torch.nn.AdaptiveMaxPool1d","generated/torch.nn.AdaptiveMaxPool2d","generated/torch.nn.AdaptiveMaxPool3d","generated/torch.nn.AlphaDropout","generated/torch.nn.AvgPool1d","generated/torch.nn.AvgPool2d","generated/torch.nn.AvgPool3d","generated/torch.nn.BCELoss","generated/torch.nn.BCEWithLogitsLoss","generated/torch.nn.BatchNorm1d","generated/torch.nn.BatchNorm2d","generated/torch.nn.BatchNorm3d","generated/torch.nn.Bilinear","generated/torch.nn.CELU","generated/torch.nn.CTCLoss","generated/torch.nn.ChannelShuffle","generated/torch.nn.ConstantPad1d","generated/torch.nn.ConstantPad2d","generated/torch.nn.ConstantPad3d","generated/torch.nn.Conv1d","generated/torch.nn.Conv2d","generated/torch.nn.Conv3d","generated/torch.nn.ConvTranspose1d","generated/torch.nn.ConvTranspose2d","generated/torch.nn.ConvTranspose3d","generated/torch.nn.CosineEmbeddingLoss","generated/torch.nn.CosineSimilarity","generated/torch.nn.CrossEntropyLoss","generated/torch.nn.DataParallel","generated/torch.nn.Dropout","generated/torch.nn.Dropout2d","generated/torch.nn.Dropout3d","generated/torch.nn.ELU","generated/torch.nn.Embedding","generated/torch.nn.EmbeddingBag","generated/torch.nn.FeatureAlphaDropout","generated/torch.nn.Flatten","generated/torch.nn.Fold","generated/torch.nn.FractionalMaxPool2d","generated/torch.nn.FractionalMaxPool3d","generated/torch.nn.GELU","generated/torch.nn.GLU","generated/torch.nn.GRU","generated/torch.nn.GRUCell","generated/torch.nn.GaussianNLLLoss","generated/torch.nn.GroupNorm","generated/torch.nn.Hardshrink","generated/torch.nn.Hardsigmoid","generated/torch.nn.Hardswish","generated/torch.nn.Hardtanh","generated/torch.nn.HingeEmbeddingLoss","generated/torch.nn.HuberLoss","generated/torch.nn.Identity","generated/torch.nn.InstanceNorm1d","generated/torch.nn.InstanceNorm2d","generated/torch.nn.InstanceNorm3d","generated/torch.nn.KLDivLoss","generated/torch.nn.L1Loss","generated/torch.nn.LPPool1d","generated/torch.nn.LPPool2d","generated/torch.nn.LSTM","generated/torch.nn.LSTMCell","generated/torch.nn.LayerNorm","generated/torch.nn.LazyBatchNorm1d","generated/torch.nn.LazyBatchNorm2d","generated/torch.nn.LazyBatchNorm3d","generated/torch.nn.LazyConv1d","generated/torch.nn.LazyConv2d","generated/torch.nn.LazyConv3d","generated/torch.nn.LazyConvTranspose1d","generated/torch.nn.LazyConvTranspose2d","generated/torch.nn.LazyConvTranspose3d","generated/torch.nn.LazyInstanceNorm1d","generated/torch.nn.LazyInstanceNorm2d","generated/torch.nn.LazyInstanceNorm3d","generated/torch.nn.LazyLinear","generated/torch.nn.LeakyReLU","generated/torch.nn.Linear","generated/torch.nn.LocalResponseNorm","generated/torch.nn.LogSigmoid","generated/torch.nn.LogSoftmax","generated/torch.nn.MSELoss","generated/torch.nn.MarginRankingLoss","generated/torch.nn.MaxPool1d","generated/torch.nn.MaxPool2d","generated/torch.nn.MaxPool3d","generated/torch.nn.MaxUnpool1d","generated/torch.nn.MaxUnpool2d","generated/torch.nn.MaxUnpool3d","generated/torch.nn.Mish","generated/torch.nn.Module","generated/torch.nn.ModuleDict","generated/torch.nn.ModuleList","generated/torch.nn.MultiLabelMarginLoss","generated/torch.nn.MultiLabelSoftMarginLoss","generated/torch.nn.MultiMarginLoss","generated/torch.nn.MultiheadAttention","generated/torch.nn.NLLLoss","generated/torch.nn.PReLU","generated/torch.nn.PairwiseDistance","generated/torch.nn.ParameterDict","generated/torch.nn.ParameterList","generated/torch.nn.PixelShuffle","generated/torch.nn.PixelUnshuffle","generated/torch.nn.PoissonNLLLoss","generated/torch.nn.RNN","generated/torch.nn.RNNBase","generated/torch.nn.RNNCell","generated/torch.nn.RReLU","generated/torch.nn.ReLU","generated/torch.nn.ReLU6","generated/torch.nn.ReflectionPad1d","generated/torch.nn.ReflectionPad2d","generated/torch.nn.ReflectionPad3d","generated/torch.nn.ReplicationPad1d","generated/torch.nn.ReplicationPad2d","generated/torch.nn.ReplicationPad3d","generated/torch.nn.SELU","generated/torch.nn.Sequential","generated/torch.nn.SiLU","generated/torch.nn.Sigmoid","generated/torch.nn.SmoothL1Loss","generated/torch.nn.SoftMarginLoss","generated/torch.nn.Softmax","generated/torch.nn.Softmax2d","generated/torch.nn.Softmin","generated/torch.nn.Softplus","generated/torch.nn.Softshrink","generated/torch.nn.Softsign","generated/torch.nn.SyncBatchNorm","generated/torch.nn.Tanh","generated/torch.nn.Tanhshrink","generated/torch.nn.Threshold","generated/torch.nn.Transformer","generated/torch.nn.TransformerDecoder","generated/torch.nn.TransformerDecoderLayer","generated/torch.nn.TransformerEncoder","generated/torch.nn.TransformerEncoderLayer","generated/torch.nn.TripletMarginLoss","generated/torch.nn.TripletMarginWithDistanceLoss","generated/torch.nn.Unflatten","generated/torch.nn.Unfold","generated/torch.nn.Upsample","generated/torch.nn.UpsamplingBilinear2d","generated/torch.nn.UpsamplingNearest2d","generated/torch.nn.ZeroPad2d","generated/torch.nn.functional.adaptive_avg_pool1d","generated/torch.nn.functional.adaptive_avg_pool2d","generated/torch.nn.functional.adaptive_avg_pool3d","generated/torch.nn.functional.adaptive_max_pool1d","generated/torch.nn.functional.adaptive_max_pool2d","generated/torch.nn.functional.adaptive_max_pool3d","generated/torch.nn.functional.affine_grid","generated/torch.nn.functional.alpha_dropout","generated/torch.nn.functional.avg_pool1d","generated/torch.nn.functional.avg_pool2d","generated/torch.nn.functional.avg_pool3d","generated/torch.nn.functional.batch_norm","generated/torch.nn.functional.bilinear","generated/torch.nn.functional.binary_cross_entropy","generated/torch.nn.functional.binary_cross_entropy_with_logits","generated/torch.nn.functional.celu","generated/torch.nn.functional.conv1d","generated/torch.nn.functional.conv2d","generated/torch.nn.functional.conv3d","generated/torch.nn.functional.conv_transpose1d","generated/torch.nn.functional.conv_transpose2d","generated/torch.nn.functional.conv_transpose3d","generated/torch.nn.functional.cosine_embedding_loss","generated/torch.nn.functional.cosine_similarity","generated/torch.nn.functional.cross_entropy","generated/torch.nn.functional.ctc_loss","generated/torch.nn.functional.dropout","generated/torch.nn.functional.dropout2d","generated/torch.nn.functional.dropout3d","generated/torch.nn.functional.elu","generated/torch.nn.functional.elu_","generated/torch.nn.functional.embedding","generated/torch.nn.functional.embedding_bag","generated/torch.nn.functional.feature_alpha_dropout","generated/torch.nn.functional.fold","generated/torch.nn.functional.fractional_max_pool2d","generated/torch.nn.functional.fractional_max_pool3d","generated/torch.nn.functional.gaussian_nll_loss","generated/torch.nn.functional.gelu","generated/torch.nn.functional.glu","generated/torch.nn.functional.grid_sample","generated/torch.nn.functional.group_norm","generated/torch.nn.functional.gumbel_softmax","generated/torch.nn.functional.hardshrink","generated/torch.nn.functional.hardsigmoid","generated/torch.nn.functional.hardswish","generated/torch.nn.functional.hardtanh","generated/torch.nn.functional.hardtanh_","generated/torch.nn.functional.hinge_embedding_loss","generated/torch.nn.functional.huber_loss","generated/torch.nn.functional.instance_norm","generated/torch.nn.functional.interpolate","generated/torch.nn.functional.kl_div","generated/torch.nn.functional.l1_loss","generated/torch.nn.functional.layer_norm","generated/torch.nn.functional.leaky_relu","generated/torch.nn.functional.leaky_relu_","generated/torch.nn.functional.linear","generated/torch.nn.functional.local_response_norm","generated/torch.nn.functional.log_softmax","generated/torch.nn.functional.logsigmoid","generated/torch.nn.functional.lp_pool1d","generated/torch.nn.functional.lp_pool2d","generated/torch.nn.functional.margin_ranking_loss","generated/torch.nn.functional.max_pool1d","generated/torch.nn.functional.max_pool2d","generated/torch.nn.functional.max_pool3d","generated/torch.nn.functional.max_unpool1d","generated/torch.nn.functional.max_unpool2d","generated/torch.nn.functional.max_unpool3d","generated/torch.nn.functional.mish","generated/torch.nn.functional.mse_loss","generated/torch.nn.functional.multi_margin_loss","generated/torch.nn.functional.multilabel_margin_loss","generated/torch.nn.functional.multilabel_soft_margin_loss","generated/torch.nn.functional.nll_loss","generated/torch.nn.functional.normalize","generated/torch.nn.functional.one_hot","generated/torch.nn.functional.pad","generated/torch.nn.functional.pairwise_distance","generated/torch.nn.functional.pdist","generated/torch.nn.functional.pixel_shuffle","generated/torch.nn.functional.pixel_unshuffle","generated/torch.nn.functional.poisson_nll_loss","generated/torch.nn.functional.prelu","generated/torch.nn.functional.relu","generated/torch.nn.functional.relu6","generated/torch.nn.functional.relu_","generated/torch.nn.functional.rrelu","generated/torch.nn.functional.rrelu_","generated/torch.nn.functional.selu","generated/torch.nn.functional.sigmoid","generated/torch.nn.functional.silu","generated/torch.nn.functional.smooth_l1_loss","generated/torch.nn.functional.soft_margin_loss","generated/torch.nn.functional.softmax","generated/torch.nn.functional.softmin","generated/torch.nn.functional.softplus","generated/torch.nn.functional.softshrink","generated/torch.nn.functional.softsign","generated/torch.nn.functional.tanh","generated/torch.nn.functional.tanhshrink","generated/torch.nn.functional.threshold","generated/torch.nn.functional.threshold_","generated/torch.nn.functional.torch.nn.parallel.data_parallel","generated/torch.nn.functional.triplet_margin_loss","generated/torch.nn.functional.triplet_margin_with_distance_loss","generated/torch.nn.functional.unfold","generated/torch.nn.functional.upsample","generated/torch.nn.functional.upsample_bilinear","generated/torch.nn.functional.upsample_nearest","generated/torch.nn.modules.lazy.LazyModuleMixin","generated/torch.nn.modules.module.register_module_backward_hook","generated/torch.nn.modules.module.register_module_forward_hook","generated/torch.nn.modules.module.register_module_forward_pre_hook","generated/torch.nn.modules.module.register_module_full_backward_hook","generated/torch.nn.parallel.DistributedDataParallel","generated/torch.nn.parameter.Parameter","generated/torch.nn.parameter.UninitializedBuffer","generated/torch.nn.parameter.UninitializedParameter","generated/torch.nn.utils.clip_grad_norm_","generated/torch.nn.utils.clip_grad_value_","generated/torch.nn.utils.parameters_to_vector","generated/torch.nn.utils.parametrizations.orthogonal","generated/torch.nn.utils.parametrizations.spectral_norm","generated/torch.nn.utils.parametrize.ParametrizationList","generated/torch.nn.utils.parametrize.cached","generated/torch.nn.utils.parametrize.is_parametrized","generated/torch.nn.utils.parametrize.register_parametrization","generated/torch.nn.utils.parametrize.remove_parametrizations","generated/torch.nn.utils.prune.BasePruningMethod","generated/torch.nn.utils.prune.CustomFromMask","generated/torch.nn.utils.prune.Identity","generated/torch.nn.utils.prune.L1Unstructured","generated/torch.nn.utils.prune.LnStructured","generated/torch.nn.utils.prune.PruningContainer","generated/torch.nn.utils.prune.RandomStructured","generated/torch.nn.utils.prune.RandomUnstructured","generated/torch.nn.utils.prune.custom_from_mask","generated/torch.nn.utils.prune.global_unstructured","generated/torch.nn.utils.prune.identity","generated/torch.nn.utils.prune.is_pruned","generated/torch.nn.utils.prune.l1_unstructured","generated/torch.nn.utils.prune.ln_structured","generated/torch.nn.utils.prune.random_structured","generated/torch.nn.utils.prune.random_unstructured","generated/torch.nn.utils.prune.remove","generated/torch.nn.utils.remove_spectral_norm","generated/torch.nn.utils.remove_weight_norm","generated/torch.nn.utils.rnn.PackedSequence","generated/torch.nn.utils.rnn.pack_padded_sequence","generated/torch.nn.utils.rnn.pack_sequence","generated/torch.nn.utils.rnn.pad_packed_sequence","generated/torch.nn.utils.rnn.pad_sequence","generated/torch.nn.utils.skip_init","generated/torch.nn.utils.spectral_norm","generated/torch.nn.utils.vector_to_parameters","generated/torch.nn.utils.weight_norm","generated/torch.no_grad","generated/torch.nonzero","generated/torch.norm","generated/torch.normal","generated/torch.not_equal","generated/torch.numel","generated/torch.ones","generated/torch.ones_like","generated/torch.optim.ASGD","generated/torch.optim.Adadelta","generated/torch.optim.Adagrad","generated/torch.optim.Adam","generated/torch.optim.AdamW","generated/torch.optim.Adamax","generated/torch.optim.LBFGS","generated/torch.optim.NAdam","generated/torch.optim.Optimizer.add_param_group","generated/torch.optim.Optimizer.load_state_dict","generated/torch.optim.Optimizer.state_dict","generated/torch.optim.Optimizer.step","generated/torch.optim.Optimizer.zero_grad","generated/torch.optim.RAdam","generated/torch.optim.RMSprop","generated/torch.optim.Rprop","generated/torch.optim.SGD","generated/torch.optim.SparseAdam","generated/torch.optim.lr_scheduler.ChainedScheduler","generated/torch.optim.lr_scheduler.ConstantLR","generated/torch.optim.lr_scheduler.CosineAnnealingLR","generated/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts","generated/torch.optim.lr_scheduler.CyclicLR","generated/torch.optim.lr_scheduler.ExponentialLR","generated/torch.optim.lr_scheduler.LambdaLR","generated/torch.optim.lr_scheduler.LinearLR","generated/torch.optim.lr_scheduler.MultiStepLR","generated/torch.optim.lr_scheduler.MultiplicativeLR","generated/torch.optim.lr_scheduler.OneCycleLR","generated/torch.optim.lr_scheduler.ReduceLROnPlateau","generated/torch.optim.lr_scheduler.SequentialLR","generated/torch.optim.lr_scheduler.StepLR","generated/torch.orgqr","generated/torch.ormqr","generated/torch.outer","generated/torch.pca_lowrank","generated/torch.permute","generated/torch.pinverse","generated/torch.poisson","generated/torch.polar","generated/torch.polygamma","generated/torch.positive","generated/torch.pow","generated/torch.prod","generated/torch.promote_types","generated/torch.qr","generated/torch.quantile","generated/torch.quantize_per_channel","generated/torch.quantize_per_tensor","generated/torch.quantized_batch_norm","generated/torch.quantized_max_pool1d","generated/torch.quantized_max_pool2d","generated/torch.quasirandom.SobolEngine","generated/torch.rad2deg","generated/torch.rand","generated/torch.rand_like","generated/torch.randint","generated/torch.randint_like","generated/torch.randn","generated/torch.randn_like","generated/torch.randperm","generated/torch.range","generated/torch.ravel","generated/torch.real","generated/torch.reciprocal","generated/torch.remainder","generated/torch.renorm","generated/torch.repeat_interleave","generated/torch.reshape","generated/torch.resolve_conj","generated/torch.resolve_neg","generated/torch.result_type","generated/torch.roll","generated/torch.rot90","generated/torch.round","generated/torch.row_stack","generated/torch.rsqrt","generated/torch.save","generated/torch.scatter","generated/torch.scatter_add","generated/torch.searchsorted","generated/torch.seed","generated/torch.set_default_dtype","generated/torch.set_default_tensor_type","generated/torch.set_flush_denormal","generated/torch.set_grad_enabled","generated/torch.set_num_interop_threads","generated/torch.set_num_threads","generated/torch.set_printoptions","generated/torch.set_rng_state","generated/torch.set_warn_always","generated/torch.sgn","generated/torch.sigmoid","generated/torch.sign","generated/torch.signbit","generated/torch.sin","generated/torch.sinc","generated/torch.sinh","generated/torch.slogdet","generated/torch.smm","generated/torch.solve","generated/torch.sort","generated/torch.sparse.addmm","generated/torch.sparse.log_softmax","generated/torch.sparse.mm","generated/torch.sparse.softmax","generated/torch.sparse.sum","generated/torch.sparse_coo_tensor","generated/torch.sparse_csr_tensor","generated/torch.split","generated/torch.sqrt","generated/torch.square","generated/torch.squeeze","generated/torch.sspaddmm","generated/torch.stack","generated/torch.std","generated/torch.std_mean","generated/torch.stft","generated/torch.sub","generated/torch.subtract","generated/torch.sum","generated/torch.svd","generated/torch.svd_lowrank","generated/torch.swapaxes","generated/torch.swapdims","generated/torch.symeig","generated/torch.t","generated/torch.take","generated/torch.take_along_dim","generated/torch.tan","generated/torch.tanh","generated/torch.tensor","generated/torch.tensor_split","generated/torch.tensordot","generated/torch.tile","generated/torch.topk","generated/torch.trace","generated/torch.transpose","generated/torch.trapezoid","generated/torch.trapz","generated/torch.triangular_solve","generated/torch.tril","generated/torch.tril_indices","generated/torch.triu","generated/torch.triu_indices","generated/torch.true_divide","generated/torch.trunc","generated/torch.unbind","generated/torch.unique","generated/torch.unique_consecutive","generated/torch.unsqueeze","generated/torch.use_deterministic_algorithms","generated/torch.vander","generated/torch.var","generated/torch.var_mean","generated/torch.vdot","generated/torch.view_as_complex","generated/torch.view_as_real","generated/torch.vsplit","generated/torch.vstack","generated/torch.where","generated/torch.xlogy","generated/torch.zeros","generated/torch.zeros_like","hub","index","jit","jit_builtin_functions","jit_language_reference","jit_language_reference_v2","jit_python_reference","jit_unsupported","linalg","mobile_optimizer","model_zoo","multiprocessing","name_inference","named_tensor","nn","nn.functional","nn.init","notes/amp_examples","notes/autograd","notes/broadcasting","notes/cpu_threading_torchscript_inference","notes/cuda","notes/ddp","notes/extending","notes/faq","notes/gradcheck","notes/hip","notes/large_scale_deployments","notes/modules","notes/multiprocessing","notes/randomness","notes/serialization","notes/windows","onnx","optim","package","pipeline","profiler","quantization","quantization-support","random","rpc","rpc/distributed_autograd","rpc/rref","sparse","special","storage","tensor_attributes","tensor_view","tensorboard","tensors","testing","torch","torch.nn.intrinsic","torch.nn.intrinsic.qat","torch.nn.intrinsic.quantized","torch.nn.qat","torch.nn.quantized","torch.nn.quantized.dynamic","torch.overrides","torch.quantization","type_info"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":3,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":2,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,"sphinx.ext.todo":2,"sphinx.ext.viewcode":1,sphinx:56},filenames:["__config__.rst","amp.rst","autograd.rst","backends.rst","benchmark_utils.rst","bottleneck.rst","checkpoint.rst","community/contribution_guide.rst","community/governance.rst","community/persons_of_interest.rst","complex_numbers.rst","cpp_extension.rst","cpp_index.rst","cuda.rst","cudnn_persistent_rnn.rst","cudnn_rnn_determinism.rst","data.rst","ddp_comm_hooks.rst","distributed.rst","distributed.algorithms.join.rst","distributed.elastic.rst","distributed.optim.rst","distributions.rst","dlpack.rst","elastic/agent.rst","elastic/customization.rst","elastic/errors.rst","elastic/events.rst","elastic/examples.rst","elastic/kubernetes.rst","elastic/metrics.rst","elastic/multiprocessing.rst","elastic/quickstart.rst","elastic/rendezvous.rst","elastic/run.rst","elastic/timer.rst","elastic/train_script.rst","fft.rst","futures.rst","fx.rst","generated/torch.Generator.rst","generated/torch.Tensor.abs.rst","generated/torch.Tensor.abs_.rst","generated/torch.Tensor.absolute.rst","generated/torch.Tensor.absolute_.rst","generated/torch.Tensor.acos.rst","generated/torch.Tensor.acos_.rst","generated/torch.Tensor.acosh.rst","generated/torch.Tensor.acosh_.rst","generated/torch.Tensor.add.rst","generated/torch.Tensor.add_.rst","generated/torch.Tensor.addbmm.rst","generated/torch.Tensor.addbmm_.rst","generated/torch.Tensor.addcdiv.rst","generated/torch.Tensor.addcdiv_.rst","generated/torch.Tensor.addcmul.rst","generated/torch.Tensor.addcmul_.rst","generated/torch.Tensor.addmm.rst","generated/torch.Tensor.addmm_.rst","generated/torch.Tensor.addmv.rst","generated/torch.Tensor.addmv_.rst","generated/torch.Tensor.addr.rst","generated/torch.Tensor.addr_.rst","generated/torch.Tensor.all.rst","generated/torch.Tensor.allclose.rst","generated/torch.Tensor.amax.rst","generated/torch.Tensor.amin.rst","generated/torch.Tensor.aminmax.rst","generated/torch.Tensor.angle.rst","generated/torch.Tensor.any.rst","generated/torch.Tensor.apply_.rst","generated/torch.Tensor.arccos.rst","generated/torch.Tensor.arccos_.rst","generated/torch.Tensor.arccosh.rst","generated/torch.Tensor.arccosh_.rst","generated/torch.Tensor.arcsin.rst","generated/torch.Tensor.arcsin_.rst","generated/torch.Tensor.arcsinh.rst","generated/torch.Tensor.arcsinh_.rst","generated/torch.Tensor.arctan.rst","generated/torch.Tensor.arctan_.rst","generated/torch.Tensor.arctanh.rst","generated/torch.Tensor.arctanh_.rst","generated/torch.Tensor.argmax.rst","generated/torch.Tensor.argmin.rst","generated/torch.Tensor.argsort.rst","generated/torch.Tensor.as_strided.rst","generated/torch.Tensor.as_subclass.rst","generated/torch.Tensor.asin.rst","generated/torch.Tensor.asin_.rst","generated/torch.Tensor.asinh.rst","generated/torch.Tensor.asinh_.rst","generated/torch.Tensor.atan.rst","generated/torch.Tensor.atan2.rst","generated/torch.Tensor.atan2_.rst","generated/torch.Tensor.atan_.rst","generated/torch.Tensor.atanh.rst","generated/torch.Tensor.atanh_.rst","generated/torch.Tensor.backward.rst","generated/torch.Tensor.baddbmm.rst","generated/torch.Tensor.baddbmm_.rst","generated/torch.Tensor.bernoulli.rst","generated/torch.Tensor.bernoulli_.rst","generated/torch.Tensor.bfloat16.rst","generated/torch.Tensor.bincount.rst","generated/torch.Tensor.bitwise_and.rst","generated/torch.Tensor.bitwise_and_.rst","generated/torch.Tensor.bitwise_left_shift.rst","generated/torch.Tensor.bitwise_left_shift_.rst","generated/torch.Tensor.bitwise_not.rst","generated/torch.Tensor.bitwise_not_.rst","generated/torch.Tensor.bitwise_or.rst","generated/torch.Tensor.bitwise_or_.rst","generated/torch.Tensor.bitwise_right_shift.rst","generated/torch.Tensor.bitwise_right_shift_.rst","generated/torch.Tensor.bitwise_xor.rst","generated/torch.Tensor.bitwise_xor_.rst","generated/torch.Tensor.bmm.rst","generated/torch.Tensor.bool.rst","generated/torch.Tensor.broadcast_to.rst","generated/torch.Tensor.byte.rst","generated/torch.Tensor.cauchy_.rst","generated/torch.Tensor.ceil.rst","generated/torch.Tensor.ceil_.rst","generated/torch.Tensor.char.rst","generated/torch.Tensor.cholesky.rst","generated/torch.Tensor.cholesky_inverse.rst","generated/torch.Tensor.cholesky_solve.rst","generated/torch.Tensor.chunk.rst","generated/torch.Tensor.clamp.rst","generated/torch.Tensor.clamp_.rst","generated/torch.Tensor.clip.rst","generated/torch.Tensor.clip_.rst","generated/torch.Tensor.clone.rst","generated/torch.Tensor.coalesce.rst","generated/torch.Tensor.conj.rst","generated/torch.Tensor.conj_physical.rst","generated/torch.Tensor.conj_physical_.rst","generated/torch.Tensor.contiguous.rst","generated/torch.Tensor.copy_.rst","generated/torch.Tensor.copysign.rst","generated/torch.Tensor.copysign_.rst","generated/torch.Tensor.corrcoef.rst","generated/torch.Tensor.cos.rst","generated/torch.Tensor.cos_.rst","generated/torch.Tensor.cosh.rst","generated/torch.Tensor.cosh_.rst","generated/torch.Tensor.count_nonzero.rst","generated/torch.Tensor.cov.rst","generated/torch.Tensor.cpu.rst","generated/torch.Tensor.cross.rst","generated/torch.Tensor.cuda.rst","generated/torch.Tensor.cummax.rst","generated/torch.Tensor.cummin.rst","generated/torch.Tensor.cumprod.rst","generated/torch.Tensor.cumprod_.rst","generated/torch.Tensor.cumsum.rst","generated/torch.Tensor.cumsum_.rst","generated/torch.Tensor.data_ptr.rst","generated/torch.Tensor.deg2rad.rst","generated/torch.Tensor.dense_dim.rst","generated/torch.Tensor.dequantize.rst","generated/torch.Tensor.det.rst","generated/torch.Tensor.detach.rst","generated/torch.Tensor.detach_.rst","generated/torch.Tensor.device.rst","generated/torch.Tensor.diag.rst","generated/torch.Tensor.diag_embed.rst","generated/torch.Tensor.diagflat.rst","generated/torch.Tensor.diagonal.rst","generated/torch.Tensor.diff.rst","generated/torch.Tensor.digamma.rst","generated/torch.Tensor.digamma_.rst","generated/torch.Tensor.dim.rst","generated/torch.Tensor.dist.rst","generated/torch.Tensor.div.rst","generated/torch.Tensor.div_.rst","generated/torch.Tensor.divide.rst","generated/torch.Tensor.divide_.rst","generated/torch.Tensor.dot.rst","generated/torch.Tensor.double.rst","generated/torch.Tensor.dsplit.rst","generated/torch.Tensor.eig.rst","generated/torch.Tensor.element_size.rst","generated/torch.Tensor.eq.rst","generated/torch.Tensor.eq_.rst","generated/torch.Tensor.equal.rst","generated/torch.Tensor.erf.rst","generated/torch.Tensor.erf_.rst","generated/torch.Tensor.erfc.rst","generated/torch.Tensor.erfc_.rst","generated/torch.Tensor.erfinv.rst","generated/torch.Tensor.erfinv_.rst","generated/torch.Tensor.exp.rst","generated/torch.Tensor.exp_.rst","generated/torch.Tensor.expand.rst","generated/torch.Tensor.expand_as.rst","generated/torch.Tensor.expm1.rst","generated/torch.Tensor.expm1_.rst","generated/torch.Tensor.exponential_.rst","generated/torch.Tensor.fill_.rst","generated/torch.Tensor.fill_diagonal_.rst","generated/torch.Tensor.fix.rst","generated/torch.Tensor.fix_.rst","generated/torch.Tensor.flatten.rst","generated/torch.Tensor.flip.rst","generated/torch.Tensor.fliplr.rst","generated/torch.Tensor.flipud.rst","generated/torch.Tensor.float.rst","generated/torch.Tensor.float_power.rst","generated/torch.Tensor.float_power_.rst","generated/torch.Tensor.floor.rst","generated/torch.Tensor.floor_.rst","generated/torch.Tensor.floor_divide.rst","generated/torch.Tensor.floor_divide_.rst","generated/torch.Tensor.fmax.rst","generated/torch.Tensor.fmin.rst","generated/torch.Tensor.fmod.rst","generated/torch.Tensor.fmod_.rst","generated/torch.Tensor.frac.rst","generated/torch.Tensor.frac_.rst","generated/torch.Tensor.frexp.rst","generated/torch.Tensor.gather.rst","generated/torch.Tensor.gcd.rst","generated/torch.Tensor.gcd_.rst","generated/torch.Tensor.ge.rst","generated/torch.Tensor.ge_.rst","generated/torch.Tensor.geometric_.rst","generated/torch.Tensor.geqrf.rst","generated/torch.Tensor.ger.rst","generated/torch.Tensor.get_device.rst","generated/torch.Tensor.grad.rst","generated/torch.Tensor.greater.rst","generated/torch.Tensor.greater_.rst","generated/torch.Tensor.greater_equal.rst","generated/torch.Tensor.greater_equal_.rst","generated/torch.Tensor.gt.rst","generated/torch.Tensor.gt_.rst","generated/torch.Tensor.half.rst","generated/torch.Tensor.hardshrink.rst","generated/torch.Tensor.heaviside.rst","generated/torch.Tensor.histc.rst","generated/torch.Tensor.histogram.rst","generated/torch.Tensor.hsplit.rst","generated/torch.Tensor.hypot.rst","generated/torch.Tensor.hypot_.rst","generated/torch.Tensor.i0.rst","generated/torch.Tensor.i0_.rst","generated/torch.Tensor.igamma.rst","generated/torch.Tensor.igamma_.rst","generated/torch.Tensor.igammac.rst","generated/torch.Tensor.igammac_.rst","generated/torch.Tensor.imag.rst","generated/torch.Tensor.index_add.rst","generated/torch.Tensor.index_add_.rst","generated/torch.Tensor.index_copy.rst","generated/torch.Tensor.index_copy_.rst","generated/torch.Tensor.index_fill.rst","generated/torch.Tensor.index_fill_.rst","generated/torch.Tensor.index_put.rst","generated/torch.Tensor.index_put_.rst","generated/torch.Tensor.index_select.rst","generated/torch.Tensor.indices.rst","generated/torch.Tensor.inner.rst","generated/torch.Tensor.int.rst","generated/torch.Tensor.int_repr.rst","generated/torch.Tensor.inverse.rst","generated/torch.Tensor.is_coalesced.rst","generated/torch.Tensor.is_complex.rst","generated/torch.Tensor.is_conj.rst","generated/torch.Tensor.is_contiguous.rst","generated/torch.Tensor.is_cuda.rst","generated/torch.Tensor.is_floating_point.rst","generated/torch.Tensor.is_inference.rst","generated/torch.Tensor.is_leaf.rst","generated/torch.Tensor.is_meta.rst","generated/torch.Tensor.is_pinned.rst","generated/torch.Tensor.is_quantized.rst","generated/torch.Tensor.is_set_to.rst","generated/torch.Tensor.is_shared.rst","generated/torch.Tensor.is_signed.rst","generated/torch.Tensor.is_sparse.rst","generated/torch.Tensor.isclose.rst","generated/torch.Tensor.isfinite.rst","generated/torch.Tensor.isinf.rst","generated/torch.Tensor.isnan.rst","generated/torch.Tensor.isneginf.rst","generated/torch.Tensor.isposinf.rst","generated/torch.Tensor.isreal.rst","generated/torch.Tensor.istft.rst","generated/torch.Tensor.item.rst","generated/torch.Tensor.kthvalue.rst","generated/torch.Tensor.lcm.rst","generated/torch.Tensor.lcm_.rst","generated/torch.Tensor.ldexp.rst","generated/torch.Tensor.ldexp_.rst","generated/torch.Tensor.le.rst","generated/torch.Tensor.le_.rst","generated/torch.Tensor.lerp.rst","generated/torch.Tensor.lerp_.rst","generated/torch.Tensor.less.rst","generated/torch.Tensor.less_.rst","generated/torch.Tensor.less_equal.rst","generated/torch.Tensor.less_equal_.rst","generated/torch.Tensor.lgamma.rst","generated/torch.Tensor.lgamma_.rst","generated/torch.Tensor.log.rst","generated/torch.Tensor.log10.rst","generated/torch.Tensor.log10_.rst","generated/torch.Tensor.log1p.rst","generated/torch.Tensor.log1p_.rst","generated/torch.Tensor.log2.rst","generated/torch.Tensor.log2_.rst","generated/torch.Tensor.log_.rst","generated/torch.Tensor.log_normal_.rst","generated/torch.Tensor.logaddexp.rst","generated/torch.Tensor.logaddexp2.rst","generated/torch.Tensor.logcumsumexp.rst","generated/torch.Tensor.logdet.rst","generated/torch.Tensor.logical_and.rst","generated/torch.Tensor.logical_and_.rst","generated/torch.Tensor.logical_not.rst","generated/torch.Tensor.logical_not_.rst","generated/torch.Tensor.logical_or.rst","generated/torch.Tensor.logical_or_.rst","generated/torch.Tensor.logical_xor.rst","generated/torch.Tensor.logical_xor_.rst","generated/torch.Tensor.logit.rst","generated/torch.Tensor.logit_.rst","generated/torch.Tensor.logsumexp.rst","generated/torch.Tensor.long.rst","generated/torch.Tensor.lstsq.rst","generated/torch.Tensor.lt.rst","generated/torch.Tensor.lt_.rst","generated/torch.Tensor.lu.rst","generated/torch.Tensor.lu_solve.rst","generated/torch.Tensor.map_.rst","generated/torch.Tensor.masked_fill.rst","generated/torch.Tensor.masked_fill_.rst","generated/torch.Tensor.masked_scatter.rst","generated/torch.Tensor.masked_scatter_.rst","generated/torch.Tensor.masked_select.rst","generated/torch.Tensor.matmul.rst","generated/torch.Tensor.matrix_exp.rst","generated/torch.Tensor.matrix_power.rst","generated/torch.Tensor.max.rst","generated/torch.Tensor.maximum.rst","generated/torch.Tensor.mean.rst","generated/torch.Tensor.median.rst","generated/torch.Tensor.min.rst","generated/torch.Tensor.minimum.rst","generated/torch.Tensor.mm.rst","generated/torch.Tensor.mode.rst","generated/torch.Tensor.moveaxis.rst","generated/torch.Tensor.movedim.rst","generated/torch.Tensor.msort.rst","generated/torch.Tensor.mul.rst","generated/torch.Tensor.mul_.rst","generated/torch.Tensor.multinomial.rst","generated/torch.Tensor.multiply.rst","generated/torch.Tensor.multiply_.rst","generated/torch.Tensor.mv.rst","generated/torch.Tensor.mvlgamma.rst","generated/torch.Tensor.mvlgamma_.rst","generated/torch.Tensor.nan_to_num.rst","generated/torch.Tensor.nan_to_num_.rst","generated/torch.Tensor.nanmean.rst","generated/torch.Tensor.nanmedian.rst","generated/torch.Tensor.nanquantile.rst","generated/torch.Tensor.nansum.rst","generated/torch.Tensor.narrow.rst","generated/torch.Tensor.narrow_copy.rst","generated/torch.Tensor.ndim.rst","generated/torch.Tensor.ndimension.rst","generated/torch.Tensor.ne.rst","generated/torch.Tensor.ne_.rst","generated/torch.Tensor.neg.rst","generated/torch.Tensor.neg_.rst","generated/torch.Tensor.negative.rst","generated/torch.Tensor.negative_.rst","generated/torch.Tensor.nelement.rst","generated/torch.Tensor.new_empty.rst","generated/torch.Tensor.new_full.rst","generated/torch.Tensor.new_ones.rst","generated/torch.Tensor.new_tensor.rst","generated/torch.Tensor.new_zeros.rst","generated/torch.Tensor.nextafter.rst","generated/torch.Tensor.nextafter_.rst","generated/torch.Tensor.nonzero.rst","generated/torch.Tensor.norm.rst","generated/torch.Tensor.normal_.rst","generated/torch.Tensor.not_equal.rst","generated/torch.Tensor.not_equal_.rst","generated/torch.Tensor.numel.rst","generated/torch.Tensor.numpy.rst","generated/torch.Tensor.orgqr.rst","generated/torch.Tensor.ormqr.rst","generated/torch.Tensor.outer.rst","generated/torch.Tensor.permute.rst","generated/torch.Tensor.pin_memory.rst","generated/torch.Tensor.pinverse.rst","generated/torch.Tensor.polygamma.rst","generated/torch.Tensor.polygamma_.rst","generated/torch.Tensor.positive.rst","generated/torch.Tensor.pow.rst","generated/torch.Tensor.pow_.rst","generated/torch.Tensor.prod.rst","generated/torch.Tensor.put_.rst","generated/torch.Tensor.q_per_channel_axis.rst","generated/torch.Tensor.q_per_channel_scales.rst","generated/torch.Tensor.q_per_channel_zero_points.rst","generated/torch.Tensor.q_scale.rst","generated/torch.Tensor.q_zero_point.rst","generated/torch.Tensor.qr.rst","generated/torch.Tensor.qscheme.rst","generated/torch.Tensor.quantile.rst","generated/torch.Tensor.rad2deg.rst","generated/torch.Tensor.random_.rst","generated/torch.Tensor.ravel.rst","generated/torch.Tensor.real.rst","generated/torch.Tensor.reciprocal.rst","generated/torch.Tensor.reciprocal_.rst","generated/torch.Tensor.record_stream.rst","generated/torch.Tensor.register_hook.rst","generated/torch.Tensor.remainder.rst","generated/torch.Tensor.remainder_.rst","generated/torch.Tensor.renorm.rst","generated/torch.Tensor.renorm_.rst","generated/torch.Tensor.repeat.rst","generated/torch.Tensor.repeat_interleave.rst","generated/torch.Tensor.requires_grad.rst","generated/torch.Tensor.requires_grad_.rst","generated/torch.Tensor.reshape.rst","generated/torch.Tensor.reshape_as.rst","generated/torch.Tensor.resize_.rst","generated/torch.Tensor.resize_as_.rst","generated/torch.Tensor.resolve_conj.rst","generated/torch.Tensor.resolve_neg.rst","generated/torch.Tensor.retain_grad.rst","generated/torch.Tensor.retains_grad.rst","generated/torch.Tensor.roll.rst","generated/torch.Tensor.rot90.rst","generated/torch.Tensor.round.rst","generated/torch.Tensor.round_.rst","generated/torch.Tensor.rsqrt.rst","generated/torch.Tensor.rsqrt_.rst","generated/torch.Tensor.scatter.rst","generated/torch.Tensor.scatter_.rst","generated/torch.Tensor.scatter_add.rst","generated/torch.Tensor.scatter_add_.rst","generated/torch.Tensor.select.rst","generated/torch.Tensor.set_.rst","generated/torch.Tensor.sgn.rst","generated/torch.Tensor.sgn_.rst","generated/torch.Tensor.share_memory_.rst","generated/torch.Tensor.short.rst","generated/torch.Tensor.sigmoid.rst","generated/torch.Tensor.sigmoid_.rst","generated/torch.Tensor.sign.rst","generated/torch.Tensor.sign_.rst","generated/torch.Tensor.signbit.rst","generated/torch.Tensor.sin.rst","generated/torch.Tensor.sin_.rst","generated/torch.Tensor.sinc.rst","generated/torch.Tensor.sinc_.rst","generated/torch.Tensor.sinh.rst","generated/torch.Tensor.sinh_.rst","generated/torch.Tensor.size.rst","generated/torch.Tensor.slogdet.rst","generated/torch.Tensor.smm.rst","generated/torch.Tensor.solve.rst","generated/torch.Tensor.sort.rst","generated/torch.Tensor.sparse_dim.rst","generated/torch.Tensor.sparse_mask.rst","generated/torch.Tensor.sparse_resize_.rst","generated/torch.Tensor.sparse_resize_and_clear_.rst","generated/torch.Tensor.split.rst","generated/torch.Tensor.sqrt.rst","generated/torch.Tensor.sqrt_.rst","generated/torch.Tensor.square.rst","generated/torch.Tensor.square_.rst","generated/torch.Tensor.squeeze.rst","generated/torch.Tensor.squeeze_.rst","generated/torch.Tensor.sspaddmm.rst","generated/torch.Tensor.std.rst","generated/torch.Tensor.stft.rst","generated/torch.Tensor.storage.rst","generated/torch.Tensor.storage_offset.rst","generated/torch.Tensor.storage_type.rst","generated/torch.Tensor.stride.rst","generated/torch.Tensor.sub.rst","generated/torch.Tensor.sub_.rst","generated/torch.Tensor.subtract.rst","generated/torch.Tensor.subtract_.rst","generated/torch.Tensor.sum.rst","generated/torch.Tensor.sum_to_size.rst","generated/torch.Tensor.svd.rst","generated/torch.Tensor.swapaxes.rst","generated/torch.Tensor.swapdims.rst","generated/torch.Tensor.symeig.rst","generated/torch.Tensor.t.rst","generated/torch.Tensor.t_.rst","generated/torch.Tensor.take.rst","generated/torch.Tensor.take_along_dim.rst","generated/torch.Tensor.tan.rst","generated/torch.Tensor.tan_.rst","generated/torch.Tensor.tanh.rst","generated/torch.Tensor.tanh_.rst","generated/torch.Tensor.tensor_split.rst","generated/torch.Tensor.tile.rst","generated/torch.Tensor.to.rst","generated/torch.Tensor.to_dense.rst","generated/torch.Tensor.to_mkldnn.rst","generated/torch.Tensor.to_sparse.rst","generated/torch.Tensor.tolist.rst","generated/torch.Tensor.topk.rst","generated/torch.Tensor.trace.rst","generated/torch.Tensor.transpose.rst","generated/torch.Tensor.transpose_.rst","generated/torch.Tensor.triangular_solve.rst","generated/torch.Tensor.tril.rst","generated/torch.Tensor.tril_.rst","generated/torch.Tensor.triu.rst","generated/torch.Tensor.triu_.rst","generated/torch.Tensor.true_divide.rst","generated/torch.Tensor.true_divide_.rst","generated/torch.Tensor.trunc.rst","generated/torch.Tensor.trunc_.rst","generated/torch.Tensor.type.rst","generated/torch.Tensor.type_as.rst","generated/torch.Tensor.unbind.rst","generated/torch.Tensor.unfold.rst","generated/torch.Tensor.uniform_.rst","generated/torch.Tensor.unique.rst","generated/torch.Tensor.unique_consecutive.rst","generated/torch.Tensor.unsqueeze.rst","generated/torch.Tensor.unsqueeze_.rst","generated/torch.Tensor.values.rst","generated/torch.Tensor.var.rst","generated/torch.Tensor.vdot.rst","generated/torch.Tensor.view.rst","generated/torch.Tensor.view_as.rst","generated/torch.Tensor.vsplit.rst","generated/torch.Tensor.where.rst","generated/torch.Tensor.xlogy.rst","generated/torch.Tensor.xlogy_.rst","generated/torch.Tensor.zero_.rst","generated/torch._assert.rst","generated/torch.abs.rst","generated/torch.absolute.rst","generated/torch.acos.rst","generated/torch.acosh.rst","generated/torch.add.rst","generated/torch.addbmm.rst","generated/torch.addcdiv.rst","generated/torch.addcmul.rst","generated/torch.addmm.rst","generated/torch.addmv.rst","generated/torch.addr.rst","generated/torch.all.rst","generated/torch.allclose.rst","generated/torch.amax.rst","generated/torch.amin.rst","generated/torch.aminmax.rst","generated/torch.angle.rst","generated/torch.any.rst","generated/torch.arange.rst","generated/torch.arccos.rst","generated/torch.arccosh.rst","generated/torch.arcsin.rst","generated/torch.arcsinh.rst","generated/torch.arctan.rst","generated/torch.arctanh.rst","generated/torch.are_deterministic_algorithms_enabled.rst","generated/torch.argmax.rst","generated/torch.argmin.rst","generated/torch.argsort.rst","generated/torch.as_strided.rst","generated/torch.as_tensor.rst","generated/torch.asin.rst","generated/torch.asinh.rst","generated/torch.atan.rst","generated/torch.atan2.rst","generated/torch.atanh.rst","generated/torch.atleast_1d.rst","generated/torch.atleast_2d.rst","generated/torch.atleast_3d.rst","generated/torch.autograd.Function.backward.rst","generated/torch.autograd.Function.forward.rst","generated/torch.autograd.backward.rst","generated/torch.autograd.enable_grad.rst","generated/torch.autograd.function.FunctionCtx.mark_dirty.rst","generated/torch.autograd.function.FunctionCtx.mark_non_differentiable.rst","generated/torch.autograd.function.FunctionCtx.save_for_backward.rst","generated/torch.autograd.function.FunctionCtx.set_materialize_grads.rst","generated/torch.autograd.functional.hessian.rst","generated/torch.autograd.functional.hvp.rst","generated/torch.autograd.functional.jacobian.rst","generated/torch.autograd.functional.jvp.rst","generated/torch.autograd.functional.vhp.rst","generated/torch.autograd.functional.vjp.rst","generated/torch.autograd.grad.rst","generated/torch.autograd.gradcheck.rst","generated/torch.autograd.gradgradcheck.rst","generated/torch.autograd.inference_mode.rst","generated/torch.autograd.no_grad.rst","generated/torch.autograd.profiler.load_nvprof.rst","generated/torch.autograd.profiler.profile.export_chrome_trace.rst","generated/torch.autograd.profiler.profile.key_averages.rst","generated/torch.autograd.profiler.profile.self_cpu_time_total.rst","generated/torch.autograd.profiler.profile.total_average.rst","generated/torch.autograd.set_grad_enabled.rst","generated/torch.baddbmm.rst","generated/torch.bartlett_window.rst","generated/torch.bernoulli.rst","generated/torch.bincount.rst","generated/torch.bitwise_and.rst","generated/torch.bitwise_left_shift.rst","generated/torch.bitwise_not.rst","generated/torch.bitwise_or.rst","generated/torch.bitwise_right_shift.rst","generated/torch.bitwise_xor.rst","generated/torch.blackman_window.rst","generated/torch.block_diag.rst","generated/torch.bmm.rst","generated/torch.broadcast_shapes.rst","generated/torch.broadcast_tensors.rst","generated/torch.broadcast_to.rst","generated/torch.bucketize.rst","generated/torch.can_cast.rst","generated/torch.cartesian_prod.rst","generated/torch.cat.rst","generated/torch.cdist.rst","generated/torch.ceil.rst","generated/torch.chain_matmul.rst","generated/torch.cholesky.rst","generated/torch.cholesky_inverse.rst","generated/torch.cholesky_solve.rst","generated/torch.chunk.rst","generated/torch.clamp.rst","generated/torch.clip.rst","generated/torch.clone.rst","generated/torch.column_stack.rst","generated/torch.combinations.rst","generated/torch.compiled_with_cxx11_abi.rst","generated/torch.complex.rst","generated/torch.concat.rst","generated/torch.conj.rst","generated/torch.conj_physical.rst","generated/torch.copysign.rst","generated/torch.corrcoef.rst","generated/torch.cos.rst","generated/torch.cosh.rst","generated/torch.count_nonzero.rst","generated/torch.cov.rst","generated/torch.cross.rst","generated/torch.cuda.CUDAGraph.rst","generated/torch.cuda.Event.rst","generated/torch.cuda.Stream.rst","generated/torch.cuda.StreamContext.rst","generated/torch.cuda.can_device_access_peer.rst","generated/torch.cuda.comm.broadcast.rst","generated/torch.cuda.comm.broadcast_coalesced.rst","generated/torch.cuda.comm.gather.rst","generated/torch.cuda.comm.reduce_add.rst","generated/torch.cuda.comm.scatter.rst","generated/torch.cuda.current_blas_handle.rst","generated/torch.cuda.current_device.rst","generated/torch.cuda.current_stream.rst","generated/torch.cuda.default_stream.rst","generated/torch.cuda.device.rst","generated/torch.cuda.device_count.rst","generated/torch.cuda.device_of.rst","generated/torch.cuda.empty_cache.rst","generated/torch.cuda.get_arch_list.rst","generated/torch.cuda.get_device_capability.rst","generated/torch.cuda.get_device_name.rst","generated/torch.cuda.get_device_properties.rst","generated/torch.cuda.get_gencode_flags.rst","generated/torch.cuda.get_rng_state.rst","generated/torch.cuda.get_rng_state_all.rst","generated/torch.cuda.get_sync_debug_mode.rst","generated/torch.cuda.graph.rst","generated/torch.cuda.graph_pool_handle.rst","generated/torch.cuda.init.rst","generated/torch.cuda.initial_seed.rst","generated/torch.cuda.ipc_collect.rst","generated/torch.cuda.is_available.rst","generated/torch.cuda.is_initialized.rst","generated/torch.cuda.list_gpu_processes.rst","generated/torch.cuda.make_graphed_callables.rst","generated/torch.cuda.manual_seed.rst","generated/torch.cuda.manual_seed_all.rst","generated/torch.cuda.max_memory_allocated.rst","generated/torch.cuda.max_memory_cached.rst","generated/torch.cuda.max_memory_reserved.rst","generated/torch.cuda.memory_allocated.rst","generated/torch.cuda.memory_cached.rst","generated/torch.cuda.memory_reserved.rst","generated/torch.cuda.memory_snapshot.rst","generated/torch.cuda.memory_stats.rst","generated/torch.cuda.memory_summary.rst","generated/torch.cuda.nvtx.mark.rst","generated/torch.cuda.nvtx.range_pop.rst","generated/torch.cuda.nvtx.range_push.rst","generated/torch.cuda.reset_max_memory_allocated.rst","generated/torch.cuda.reset_max_memory_cached.rst","generated/torch.cuda.reset_peak_memory_stats.rst","generated/torch.cuda.seed.rst","generated/torch.cuda.seed_all.rst","generated/torch.cuda.set_device.rst","generated/torch.cuda.set_per_process_memory_fraction.rst","generated/torch.cuda.set_rng_state.rst","generated/torch.cuda.set_rng_state_all.rst","generated/torch.cuda.set_stream.rst","generated/torch.cuda.set_sync_debug_mode.rst","generated/torch.cuda.stream.rst","generated/torch.cuda.synchronize.rst","generated/torch.cummax.rst","generated/torch.cummin.rst","generated/torch.cumprod.rst","generated/torch.cumsum.rst","generated/torch.cumulative_trapezoid.rst","generated/torch.deg2rad.rst","generated/torch.dequantize.rst","generated/torch.det.rst","generated/torch.diag.rst","generated/torch.diag_embed.rst","generated/torch.diagflat.rst","generated/torch.diagonal.rst","generated/torch.diff.rst","generated/torch.digamma.rst","generated/torch.dist.rst","generated/torch.div.rst","generated/torch.divide.rst","generated/torch.dot.rst","generated/torch.dsplit.rst","generated/torch.dstack.rst","generated/torch.eig.rst","generated/torch.einsum.rst","generated/torch.empty.rst","generated/torch.empty_like.rst","generated/torch.empty_strided.rst","generated/torch.enable_grad.rst","generated/torch.eq.rst","generated/torch.equal.rst","generated/torch.erf.rst","generated/torch.erfc.rst","generated/torch.erfinv.rst","generated/torch.exp.rst","generated/torch.exp2.rst","generated/torch.expm1.rst","generated/torch.eye.rst","generated/torch.fake_quantize_per_channel_affine.rst","generated/torch.fake_quantize_per_tensor_affine.rst","generated/torch.fft.fft.rst","generated/torch.fft.fft2.rst","generated/torch.fft.fftfreq.rst","generated/torch.fft.fftn.rst","generated/torch.fft.fftshift.rst","generated/torch.fft.hfft.rst","generated/torch.fft.ifft.rst","generated/torch.fft.ifft2.rst","generated/torch.fft.ifftn.rst","generated/torch.fft.ifftshift.rst","generated/torch.fft.ihfft.rst","generated/torch.fft.irfft.rst","generated/torch.fft.irfft2.rst","generated/torch.fft.irfftn.rst","generated/torch.fft.rfft.rst","generated/torch.fft.rfft2.rst","generated/torch.fft.rfftfreq.rst","generated/torch.fft.rfftn.rst","generated/torch.fix.rst","generated/torch.flatten.rst","generated/torch.flip.rst","generated/torch.fliplr.rst","generated/torch.flipud.rst","generated/torch.float_power.rst","generated/torch.floor.rst","generated/torch.floor_divide.rst","generated/torch.fmax.rst","generated/torch.fmin.rst","generated/torch.fmod.rst","generated/torch.frac.rst","generated/torch.frexp.rst","generated/torch.from_numpy.rst","generated/torch.frombuffer.rst","generated/torch.full.rst","generated/torch.full_like.rst","generated/torch.gather.rst","generated/torch.gcd.rst","generated/torch.ge.rst","generated/torch.geqrf.rst","generated/torch.ger.rst","generated/torch.get_default_dtype.rst","generated/torch.get_num_interop_threads.rst","generated/torch.get_num_threads.rst","generated/torch.get_rng_state.rst","generated/torch.gradient.rst","generated/torch.greater.rst","generated/torch.greater_equal.rst","generated/torch.gt.rst","generated/torch.hamming_window.rst","generated/torch.hann_window.rst","generated/torch.heaviside.rst","generated/torch.histc.rst","generated/torch.histogram.rst","generated/torch.hsplit.rst","generated/torch.hspmm.rst","generated/torch.hstack.rst","generated/torch.hypot.rst","generated/torch.i0.rst","generated/torch.igamma.rst","generated/torch.igammac.rst","generated/torch.imag.rst","generated/torch.index_select.rst","generated/torch.inference_mode.rst","generated/torch.initial_seed.rst","generated/torch.inner.rst","generated/torch.inverse.rst","generated/torch.is_complex.rst","generated/torch.is_conj.rst","generated/torch.is_floating_point.rst","generated/torch.is_grad_enabled.rst","generated/torch.is_inference_mode_enabled.rst","generated/torch.is_nonzero.rst","generated/torch.is_storage.rst","generated/torch.is_tensor.rst","generated/torch.is_warn_always_enabled.rst","generated/torch.isclose.rst","generated/torch.isfinite.rst","generated/torch.isin.rst","generated/torch.isinf.rst","generated/torch.isnan.rst","generated/torch.isneginf.rst","generated/torch.isposinf.rst","generated/torch.isreal.rst","generated/torch.istft.rst","generated/torch.jit.Attribute.rst","generated/torch.jit.ScriptFunction.rst","generated/torch.jit.ScriptModule.rst","generated/torch.jit.annotate.rst","generated/torch.jit.fork.rst","generated/torch.jit.freeze.rst","generated/torch.jit.ignore.rst","generated/torch.jit.isinstance.rst","generated/torch.jit.load.rst","generated/torch.jit.optimize_for_inference.rst","generated/torch.jit.save.rst","generated/torch.jit.script.rst","generated/torch.jit.script_if_tracing.rst","generated/torch.jit.trace.rst","generated/torch.jit.trace_module.rst","generated/torch.jit.unused.rst","generated/torch.jit.wait.rst","generated/torch.kaiser_window.rst","generated/torch.kron.rst","generated/torch.kthvalue.rst","generated/torch.lcm.rst","generated/torch.ldexp.rst","generated/torch.le.rst","generated/torch.lerp.rst","generated/torch.less.rst","generated/torch.less_equal.rst","generated/torch.lgamma.rst","generated/torch.linalg.cholesky.rst","generated/torch.linalg.cholesky_ex.rst","generated/torch.linalg.cond.rst","generated/torch.linalg.det.rst","generated/torch.linalg.eig.rst","generated/torch.linalg.eigh.rst","generated/torch.linalg.eigvals.rst","generated/torch.linalg.eigvalsh.rst","generated/torch.linalg.householder_product.rst","generated/torch.linalg.inv.rst","generated/torch.linalg.inv_ex.rst","generated/torch.linalg.lstsq.rst","generated/torch.linalg.matmul.rst","generated/torch.linalg.matrix_norm.rst","generated/torch.linalg.matrix_power.rst","generated/torch.linalg.matrix_rank.rst","generated/torch.linalg.multi_dot.rst","generated/torch.linalg.norm.rst","generated/torch.linalg.pinv.rst","generated/torch.linalg.qr.rst","generated/torch.linalg.slogdet.rst","generated/torch.linalg.solve.rst","generated/torch.linalg.svd.rst","generated/torch.linalg.svdvals.rst","generated/torch.linalg.tensorinv.rst","generated/torch.linalg.tensorsolve.rst","generated/torch.linalg.vector_norm.rst","generated/torch.linspace.rst","generated/torch.load.rst","generated/torch.lobpcg.rst","generated/torch.log.rst","generated/torch.log10.rst","generated/torch.log1p.rst","generated/torch.log2.rst","generated/torch.logaddexp.rst","generated/torch.logaddexp2.rst","generated/torch.logcumsumexp.rst","generated/torch.logdet.rst","generated/torch.logical_and.rst","generated/torch.logical_not.rst","generated/torch.logical_or.rst","generated/torch.logical_xor.rst","generated/torch.logit.rst","generated/torch.logspace.rst","generated/torch.logsumexp.rst","generated/torch.lstsq.rst","generated/torch.lt.rst","generated/torch.lu.rst","generated/torch.lu_solve.rst","generated/torch.lu_unpack.rst","generated/torch.manual_seed.rst","generated/torch.masked_select.rst","generated/torch.matmul.rst","generated/torch.matrix_exp.rst","generated/torch.matrix_power.rst","generated/torch.matrix_rank.rst","generated/torch.max.rst","generated/torch.maximum.rst","generated/torch.mean.rst","generated/torch.median.rst","generated/torch.meshgrid.rst","generated/torch.min.rst","generated/torch.minimum.rst","generated/torch.mm.rst","generated/torch.mode.rst","generated/torch.moveaxis.rst","generated/torch.movedim.rst","generated/torch.msort.rst","generated/torch.mul.rst","generated/torch.multinomial.rst","generated/torch.multiply.rst","generated/torch.mv.rst","generated/torch.mvlgamma.rst","generated/torch.nan_to_num.rst","generated/torch.nanmean.rst","generated/torch.nanmedian.rst","generated/torch.nanquantile.rst","generated/torch.nansum.rst","generated/torch.narrow.rst","generated/torch.ne.rst","generated/torch.neg.rst","generated/torch.negative.rst","generated/torch.nextafter.rst","generated/torch.nn.AdaptiveAvgPool1d.rst","generated/torch.nn.AdaptiveAvgPool2d.rst","generated/torch.nn.AdaptiveAvgPool3d.rst","generated/torch.nn.AdaptiveLogSoftmaxWithLoss.rst","generated/torch.nn.AdaptiveMaxPool1d.rst","generated/torch.nn.AdaptiveMaxPool2d.rst","generated/torch.nn.AdaptiveMaxPool3d.rst","generated/torch.nn.AlphaDropout.rst","generated/torch.nn.AvgPool1d.rst","generated/torch.nn.AvgPool2d.rst","generated/torch.nn.AvgPool3d.rst","generated/torch.nn.BCELoss.rst","generated/torch.nn.BCEWithLogitsLoss.rst","generated/torch.nn.BatchNorm1d.rst","generated/torch.nn.BatchNorm2d.rst","generated/torch.nn.BatchNorm3d.rst","generated/torch.nn.Bilinear.rst","generated/torch.nn.CELU.rst","generated/torch.nn.CTCLoss.rst","generated/torch.nn.ChannelShuffle.rst","generated/torch.nn.ConstantPad1d.rst","generated/torch.nn.ConstantPad2d.rst","generated/torch.nn.ConstantPad3d.rst","generated/torch.nn.Conv1d.rst","generated/torch.nn.Conv2d.rst","generated/torch.nn.Conv3d.rst","generated/torch.nn.ConvTranspose1d.rst","generated/torch.nn.ConvTranspose2d.rst","generated/torch.nn.ConvTranspose3d.rst","generated/torch.nn.CosineEmbeddingLoss.rst","generated/torch.nn.CosineSimilarity.rst","generated/torch.nn.CrossEntropyLoss.rst","generated/torch.nn.DataParallel.rst","generated/torch.nn.Dropout.rst","generated/torch.nn.Dropout2d.rst","generated/torch.nn.Dropout3d.rst","generated/torch.nn.ELU.rst","generated/torch.nn.Embedding.rst","generated/torch.nn.EmbeddingBag.rst","generated/torch.nn.FeatureAlphaDropout.rst","generated/torch.nn.Flatten.rst","generated/torch.nn.Fold.rst","generated/torch.nn.FractionalMaxPool2d.rst","generated/torch.nn.FractionalMaxPool3d.rst","generated/torch.nn.GELU.rst","generated/torch.nn.GLU.rst","generated/torch.nn.GRU.rst","generated/torch.nn.GRUCell.rst","generated/torch.nn.GaussianNLLLoss.rst","generated/torch.nn.GroupNorm.rst","generated/torch.nn.Hardshrink.rst","generated/torch.nn.Hardsigmoid.rst","generated/torch.nn.Hardswish.rst","generated/torch.nn.Hardtanh.rst","generated/torch.nn.HingeEmbeddingLoss.rst","generated/torch.nn.HuberLoss.rst","generated/torch.nn.Identity.rst","generated/torch.nn.InstanceNorm1d.rst","generated/torch.nn.InstanceNorm2d.rst","generated/torch.nn.InstanceNorm3d.rst","generated/torch.nn.KLDivLoss.rst","generated/torch.nn.L1Loss.rst","generated/torch.nn.LPPool1d.rst","generated/torch.nn.LPPool2d.rst","generated/torch.nn.LSTM.rst","generated/torch.nn.LSTMCell.rst","generated/torch.nn.LayerNorm.rst","generated/torch.nn.LazyBatchNorm1d.rst","generated/torch.nn.LazyBatchNorm2d.rst","generated/torch.nn.LazyBatchNorm3d.rst","generated/torch.nn.LazyConv1d.rst","generated/torch.nn.LazyConv2d.rst","generated/torch.nn.LazyConv3d.rst","generated/torch.nn.LazyConvTranspose1d.rst","generated/torch.nn.LazyConvTranspose2d.rst","generated/torch.nn.LazyConvTranspose3d.rst","generated/torch.nn.LazyInstanceNorm1d.rst","generated/torch.nn.LazyInstanceNorm2d.rst","generated/torch.nn.LazyInstanceNorm3d.rst","generated/torch.nn.LazyLinear.rst","generated/torch.nn.LeakyReLU.rst","generated/torch.nn.Linear.rst","generated/torch.nn.LocalResponseNorm.rst","generated/torch.nn.LogSigmoid.rst","generated/torch.nn.LogSoftmax.rst","generated/torch.nn.MSELoss.rst","generated/torch.nn.MarginRankingLoss.rst","generated/torch.nn.MaxPool1d.rst","generated/torch.nn.MaxPool2d.rst","generated/torch.nn.MaxPool3d.rst","generated/torch.nn.MaxUnpool1d.rst","generated/torch.nn.MaxUnpool2d.rst","generated/torch.nn.MaxUnpool3d.rst","generated/torch.nn.Mish.rst","generated/torch.nn.Module.rst","generated/torch.nn.ModuleDict.rst","generated/torch.nn.ModuleList.rst","generated/torch.nn.MultiLabelMarginLoss.rst","generated/torch.nn.MultiLabelSoftMarginLoss.rst","generated/torch.nn.MultiMarginLoss.rst","generated/torch.nn.MultiheadAttention.rst","generated/torch.nn.NLLLoss.rst","generated/torch.nn.PReLU.rst","generated/torch.nn.PairwiseDistance.rst","generated/torch.nn.ParameterDict.rst","generated/torch.nn.ParameterList.rst","generated/torch.nn.PixelShuffle.rst","generated/torch.nn.PixelUnshuffle.rst","generated/torch.nn.PoissonNLLLoss.rst","generated/torch.nn.RNN.rst","generated/torch.nn.RNNBase.rst","generated/torch.nn.RNNCell.rst","generated/torch.nn.RReLU.rst","generated/torch.nn.ReLU.rst","generated/torch.nn.ReLU6.rst","generated/torch.nn.ReflectionPad1d.rst","generated/torch.nn.ReflectionPad2d.rst","generated/torch.nn.ReflectionPad3d.rst","generated/torch.nn.ReplicationPad1d.rst","generated/torch.nn.ReplicationPad2d.rst","generated/torch.nn.ReplicationPad3d.rst","generated/torch.nn.SELU.rst","generated/torch.nn.Sequential.rst","generated/torch.nn.SiLU.rst","generated/torch.nn.Sigmoid.rst","generated/torch.nn.SmoothL1Loss.rst","generated/torch.nn.SoftMarginLoss.rst","generated/torch.nn.Softmax.rst","generated/torch.nn.Softmax2d.rst","generated/torch.nn.Softmin.rst","generated/torch.nn.Softplus.rst","generated/torch.nn.Softshrink.rst","generated/torch.nn.Softsign.rst","generated/torch.nn.SyncBatchNorm.rst","generated/torch.nn.Tanh.rst","generated/torch.nn.Tanhshrink.rst","generated/torch.nn.Threshold.rst","generated/torch.nn.Transformer.rst","generated/torch.nn.TransformerDecoder.rst","generated/torch.nn.TransformerDecoderLayer.rst","generated/torch.nn.TransformerEncoder.rst","generated/torch.nn.TransformerEncoderLayer.rst","generated/torch.nn.TripletMarginLoss.rst","generated/torch.nn.TripletMarginWithDistanceLoss.rst","generated/torch.nn.Unflatten.rst","generated/torch.nn.Unfold.rst","generated/torch.nn.Upsample.rst","generated/torch.nn.UpsamplingBilinear2d.rst","generated/torch.nn.UpsamplingNearest2d.rst","generated/torch.nn.ZeroPad2d.rst","generated/torch.nn.functional.adaptive_avg_pool1d.rst","generated/torch.nn.functional.adaptive_avg_pool2d.rst","generated/torch.nn.functional.adaptive_avg_pool3d.rst","generated/torch.nn.functional.adaptive_max_pool1d.rst","generated/torch.nn.functional.adaptive_max_pool2d.rst","generated/torch.nn.functional.adaptive_max_pool3d.rst","generated/torch.nn.functional.affine_grid.rst","generated/torch.nn.functional.alpha_dropout.rst","generated/torch.nn.functional.avg_pool1d.rst","generated/torch.nn.functional.avg_pool2d.rst","generated/torch.nn.functional.avg_pool3d.rst","generated/torch.nn.functional.batch_norm.rst","generated/torch.nn.functional.bilinear.rst","generated/torch.nn.functional.binary_cross_entropy.rst","generated/torch.nn.functional.binary_cross_entropy_with_logits.rst","generated/torch.nn.functional.celu.rst","generated/torch.nn.functional.conv1d.rst","generated/torch.nn.functional.conv2d.rst","generated/torch.nn.functional.conv3d.rst","generated/torch.nn.functional.conv_transpose1d.rst","generated/torch.nn.functional.conv_transpose2d.rst","generated/torch.nn.functional.conv_transpose3d.rst","generated/torch.nn.functional.cosine_embedding_loss.rst","generated/torch.nn.functional.cosine_similarity.rst","generated/torch.nn.functional.cross_entropy.rst","generated/torch.nn.functional.ctc_loss.rst","generated/torch.nn.functional.dropout.rst","generated/torch.nn.functional.dropout2d.rst","generated/torch.nn.functional.dropout3d.rst","generated/torch.nn.functional.elu.rst","generated/torch.nn.functional.elu_.rst","generated/torch.nn.functional.embedding.rst","generated/torch.nn.functional.embedding_bag.rst","generated/torch.nn.functional.feature_alpha_dropout.rst","generated/torch.nn.functional.fold.rst","generated/torch.nn.functional.fractional_max_pool2d.rst","generated/torch.nn.functional.fractional_max_pool3d.rst","generated/torch.nn.functional.gaussian_nll_loss.rst","generated/torch.nn.functional.gelu.rst","generated/torch.nn.functional.glu.rst","generated/torch.nn.functional.grid_sample.rst","generated/torch.nn.functional.group_norm.rst","generated/torch.nn.functional.gumbel_softmax.rst","generated/torch.nn.functional.hardshrink.rst","generated/torch.nn.functional.hardsigmoid.rst","generated/torch.nn.functional.hardswish.rst","generated/torch.nn.functional.hardtanh.rst","generated/torch.nn.functional.hardtanh_.rst","generated/torch.nn.functional.hinge_embedding_loss.rst","generated/torch.nn.functional.huber_loss.rst","generated/torch.nn.functional.instance_norm.rst","generated/torch.nn.functional.interpolate.rst","generated/torch.nn.functional.kl_div.rst","generated/torch.nn.functional.l1_loss.rst","generated/torch.nn.functional.layer_norm.rst","generated/torch.nn.functional.leaky_relu.rst","generated/torch.nn.functional.leaky_relu_.rst","generated/torch.nn.functional.linear.rst","generated/torch.nn.functional.local_response_norm.rst","generated/torch.nn.functional.log_softmax.rst","generated/torch.nn.functional.logsigmoid.rst","generated/torch.nn.functional.lp_pool1d.rst","generated/torch.nn.functional.lp_pool2d.rst","generated/torch.nn.functional.margin_ranking_loss.rst","generated/torch.nn.functional.max_pool1d.rst","generated/torch.nn.functional.max_pool2d.rst","generated/torch.nn.functional.max_pool3d.rst","generated/torch.nn.functional.max_unpool1d.rst","generated/torch.nn.functional.max_unpool2d.rst","generated/torch.nn.functional.max_unpool3d.rst","generated/torch.nn.functional.mish.rst","generated/torch.nn.functional.mse_loss.rst","generated/torch.nn.functional.multi_margin_loss.rst","generated/torch.nn.functional.multilabel_margin_loss.rst","generated/torch.nn.functional.multilabel_soft_margin_loss.rst","generated/torch.nn.functional.nll_loss.rst","generated/torch.nn.functional.normalize.rst","generated/torch.nn.functional.one_hot.rst","generated/torch.nn.functional.pad.rst","generated/torch.nn.functional.pairwise_distance.rst","generated/torch.nn.functional.pdist.rst","generated/torch.nn.functional.pixel_shuffle.rst","generated/torch.nn.functional.pixel_unshuffle.rst","generated/torch.nn.functional.poisson_nll_loss.rst","generated/torch.nn.functional.prelu.rst","generated/torch.nn.functional.relu.rst","generated/torch.nn.functional.relu6.rst","generated/torch.nn.functional.relu_.rst","generated/torch.nn.functional.rrelu.rst","generated/torch.nn.functional.rrelu_.rst","generated/torch.nn.functional.selu.rst","generated/torch.nn.functional.sigmoid.rst","generated/torch.nn.functional.silu.rst","generated/torch.nn.functional.smooth_l1_loss.rst","generated/torch.nn.functional.soft_margin_loss.rst","generated/torch.nn.functional.softmax.rst","generated/torch.nn.functional.softmin.rst","generated/torch.nn.functional.softplus.rst","generated/torch.nn.functional.softshrink.rst","generated/torch.nn.functional.softsign.rst","generated/torch.nn.functional.tanh.rst","generated/torch.nn.functional.tanhshrink.rst","generated/torch.nn.functional.threshold.rst","generated/torch.nn.functional.threshold_.rst","generated/torch.nn.functional.torch.nn.parallel.data_parallel.rst","generated/torch.nn.functional.triplet_margin_loss.rst","generated/torch.nn.functional.triplet_margin_with_distance_loss.rst","generated/torch.nn.functional.unfold.rst","generated/torch.nn.functional.upsample.rst","generated/torch.nn.functional.upsample_bilinear.rst","generated/torch.nn.functional.upsample_nearest.rst","generated/torch.nn.modules.lazy.LazyModuleMixin.rst","generated/torch.nn.modules.module.register_module_backward_hook.rst","generated/torch.nn.modules.module.register_module_forward_hook.rst","generated/torch.nn.modules.module.register_module_forward_pre_hook.rst","generated/torch.nn.modules.module.register_module_full_backward_hook.rst","generated/torch.nn.parallel.DistributedDataParallel.rst","generated/torch.nn.parameter.Parameter.rst","generated/torch.nn.parameter.UninitializedBuffer.rst","generated/torch.nn.parameter.UninitializedParameter.rst","generated/torch.nn.utils.clip_grad_norm_.rst","generated/torch.nn.utils.clip_grad_value_.rst","generated/torch.nn.utils.parameters_to_vector.rst","generated/torch.nn.utils.parametrizations.orthogonal.rst","generated/torch.nn.utils.parametrizations.spectral_norm.rst","generated/torch.nn.utils.parametrize.ParametrizationList.rst","generated/torch.nn.utils.parametrize.cached.rst","generated/torch.nn.utils.parametrize.is_parametrized.rst","generated/torch.nn.utils.parametrize.register_parametrization.rst","generated/torch.nn.utils.parametrize.remove_parametrizations.rst","generated/torch.nn.utils.prune.BasePruningMethod.rst","generated/torch.nn.utils.prune.CustomFromMask.rst","generated/torch.nn.utils.prune.Identity.rst","generated/torch.nn.utils.prune.L1Unstructured.rst","generated/torch.nn.utils.prune.LnStructured.rst","generated/torch.nn.utils.prune.PruningContainer.rst","generated/torch.nn.utils.prune.RandomStructured.rst","generated/torch.nn.utils.prune.RandomUnstructured.rst","generated/torch.nn.utils.prune.custom_from_mask.rst","generated/torch.nn.utils.prune.global_unstructured.rst","generated/torch.nn.utils.prune.identity.rst","generated/torch.nn.utils.prune.is_pruned.rst","generated/torch.nn.utils.prune.l1_unstructured.rst","generated/torch.nn.utils.prune.ln_structured.rst","generated/torch.nn.utils.prune.random_structured.rst","generated/torch.nn.utils.prune.random_unstructured.rst","generated/torch.nn.utils.prune.remove.rst","generated/torch.nn.utils.remove_spectral_norm.rst","generated/torch.nn.utils.remove_weight_norm.rst","generated/torch.nn.utils.rnn.PackedSequence.rst","generated/torch.nn.utils.rnn.pack_padded_sequence.rst","generated/torch.nn.utils.rnn.pack_sequence.rst","generated/torch.nn.utils.rnn.pad_packed_sequence.rst","generated/torch.nn.utils.rnn.pad_sequence.rst","generated/torch.nn.utils.skip_init.rst","generated/torch.nn.utils.spectral_norm.rst","generated/torch.nn.utils.vector_to_parameters.rst","generated/torch.nn.utils.weight_norm.rst","generated/torch.no_grad.rst","generated/torch.nonzero.rst","generated/torch.norm.rst","generated/torch.normal.rst","generated/torch.not_equal.rst","generated/torch.numel.rst","generated/torch.ones.rst","generated/torch.ones_like.rst","generated/torch.optim.ASGD.rst","generated/torch.optim.Adadelta.rst","generated/torch.optim.Adagrad.rst","generated/torch.optim.Adam.rst","generated/torch.optim.AdamW.rst","generated/torch.optim.Adamax.rst","generated/torch.optim.LBFGS.rst","generated/torch.optim.NAdam.rst","generated/torch.optim.Optimizer.add_param_group.rst","generated/torch.optim.Optimizer.load_state_dict.rst","generated/torch.optim.Optimizer.state_dict.rst","generated/torch.optim.Optimizer.step.rst","generated/torch.optim.Optimizer.zero_grad.rst","generated/torch.optim.RAdam.rst","generated/torch.optim.RMSprop.rst","generated/torch.optim.Rprop.rst","generated/torch.optim.SGD.rst","generated/torch.optim.SparseAdam.rst","generated/torch.optim.lr_scheduler.ChainedScheduler.rst","generated/torch.optim.lr_scheduler.ConstantLR.rst","generated/torch.optim.lr_scheduler.CosineAnnealingLR.rst","generated/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.rst","generated/torch.optim.lr_scheduler.CyclicLR.rst","generated/torch.optim.lr_scheduler.ExponentialLR.rst","generated/torch.optim.lr_scheduler.LambdaLR.rst","generated/torch.optim.lr_scheduler.LinearLR.rst","generated/torch.optim.lr_scheduler.MultiStepLR.rst","generated/torch.optim.lr_scheduler.MultiplicativeLR.rst","generated/torch.optim.lr_scheduler.OneCycleLR.rst","generated/torch.optim.lr_scheduler.ReduceLROnPlateau.rst","generated/torch.optim.lr_scheduler.SequentialLR.rst","generated/torch.optim.lr_scheduler.StepLR.rst","generated/torch.orgqr.rst","generated/torch.ormqr.rst","generated/torch.outer.rst","generated/torch.pca_lowrank.rst","generated/torch.permute.rst","generated/torch.pinverse.rst","generated/torch.poisson.rst","generated/torch.polar.rst","generated/torch.polygamma.rst","generated/torch.positive.rst","generated/torch.pow.rst","generated/torch.prod.rst","generated/torch.promote_types.rst","generated/torch.qr.rst","generated/torch.quantile.rst","generated/torch.quantize_per_channel.rst","generated/torch.quantize_per_tensor.rst","generated/torch.quantized_batch_norm.rst","generated/torch.quantized_max_pool1d.rst","generated/torch.quantized_max_pool2d.rst","generated/torch.quasirandom.SobolEngine.rst","generated/torch.rad2deg.rst","generated/torch.rand.rst","generated/torch.rand_like.rst","generated/torch.randint.rst","generated/torch.randint_like.rst","generated/torch.randn.rst","generated/torch.randn_like.rst","generated/torch.randperm.rst","generated/torch.range.rst","generated/torch.ravel.rst","generated/torch.real.rst","generated/torch.reciprocal.rst","generated/torch.remainder.rst","generated/torch.renorm.rst","generated/torch.repeat_interleave.rst","generated/torch.reshape.rst","generated/torch.resolve_conj.rst","generated/torch.resolve_neg.rst","generated/torch.result_type.rst","generated/torch.roll.rst","generated/torch.rot90.rst","generated/torch.round.rst","generated/torch.row_stack.rst","generated/torch.rsqrt.rst","generated/torch.save.rst","generated/torch.scatter.rst","generated/torch.scatter_add.rst","generated/torch.searchsorted.rst","generated/torch.seed.rst","generated/torch.set_default_dtype.rst","generated/torch.set_default_tensor_type.rst","generated/torch.set_flush_denormal.rst","generated/torch.set_grad_enabled.rst","generated/torch.set_num_interop_threads.rst","generated/torch.set_num_threads.rst","generated/torch.set_printoptions.rst","generated/torch.set_rng_state.rst","generated/torch.set_warn_always.rst","generated/torch.sgn.rst","generated/torch.sigmoid.rst","generated/torch.sign.rst","generated/torch.signbit.rst","generated/torch.sin.rst","generated/torch.sinc.rst","generated/torch.sinh.rst","generated/torch.slogdet.rst","generated/torch.smm.rst","generated/torch.solve.rst","generated/torch.sort.rst","generated/torch.sparse.addmm.rst","generated/torch.sparse.log_softmax.rst","generated/torch.sparse.mm.rst","generated/torch.sparse.softmax.rst","generated/torch.sparse.sum.rst","generated/torch.sparse_coo_tensor.rst","generated/torch.sparse_csr_tensor.rst","generated/torch.split.rst","generated/torch.sqrt.rst","generated/torch.square.rst","generated/torch.squeeze.rst","generated/torch.sspaddmm.rst","generated/torch.stack.rst","generated/torch.std.rst","generated/torch.std_mean.rst","generated/torch.stft.rst","generated/torch.sub.rst","generated/torch.subtract.rst","generated/torch.sum.rst","generated/torch.svd.rst","generated/torch.svd_lowrank.rst","generated/torch.swapaxes.rst","generated/torch.swapdims.rst","generated/torch.symeig.rst","generated/torch.t.rst","generated/torch.take.rst","generated/torch.take_along_dim.rst","generated/torch.tan.rst","generated/torch.tanh.rst","generated/torch.tensor.rst","generated/torch.tensor_split.rst","generated/torch.tensordot.rst","generated/torch.tile.rst","generated/torch.topk.rst","generated/torch.trace.rst","generated/torch.transpose.rst","generated/torch.trapezoid.rst","generated/torch.trapz.rst","generated/torch.triangular_solve.rst","generated/torch.tril.rst","generated/torch.tril_indices.rst","generated/torch.triu.rst","generated/torch.triu_indices.rst","generated/torch.true_divide.rst","generated/torch.trunc.rst","generated/torch.unbind.rst","generated/torch.unique.rst","generated/torch.unique_consecutive.rst","generated/torch.unsqueeze.rst","generated/torch.use_deterministic_algorithms.rst","generated/torch.vander.rst","generated/torch.var.rst","generated/torch.var_mean.rst","generated/torch.vdot.rst","generated/torch.view_as_complex.rst","generated/torch.view_as_real.rst","generated/torch.vsplit.rst","generated/torch.vstack.rst","generated/torch.where.rst","generated/torch.xlogy.rst","generated/torch.zeros.rst","generated/torch.zeros_like.rst","hub.rst","index.rst","jit.rst","jit_builtin_functions.rst","jit_language_reference.rst","jit_language_reference_v2.rst","jit_python_reference.rst","jit_unsupported.rst","linalg.rst","mobile_optimizer.rst","model_zoo.rst","multiprocessing.rst","name_inference.rst","named_tensor.rst","nn.rst","nn.functional.rst","nn.init.rst","notes/amp_examples.rst","notes/autograd.rst","notes/broadcasting.rst","notes/cpu_threading_torchscript_inference.rst","notes/cuda.rst","notes/ddp.rst","notes/extending.rst","notes/faq.rst","notes/gradcheck.rst","notes/hip.rst","notes/large_scale_deployments.rst","notes/modules.rst","notes/multiprocessing.rst","notes/randomness.rst","notes/serialization.rst","notes/windows.rst","onnx.rst","optim.rst","package.rst","pipeline.rst","profiler.rst","quantization.rst","quantization-support.rst","random.rst","rpc.rst","rpc/distributed_autograd.rst","rpc/rref.rst","sparse.rst","special.rst","storage.rst","tensor_attributes.rst","tensor_view.rst","tensorboard.rst","tensors.rst","testing.rst","torch.rst","torch.nn.intrinsic.rst","torch.nn.intrinsic.qat.rst","torch.nn.intrinsic.quantized.rst","torch.nn.qat.rst","torch.nn.quantized.rst","torch.nn.quantized.dynamic.rst","torch.overrides.rst","torch.quantization.rst","type_info.rst"],objects:{"":{PYTORCH_JIT:[1431,5,1,"-"],clear:[3,0,1,""],max_size:[3,1,1,""]},"torch.BFloat16Storage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.BoolStorage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.ByteStorage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.CharStorage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.ComplexDoubleStorage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.ComplexFloatStorage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.DoubleStorage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.FloatStorage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.Generator":{device:[40,1,1,""],get_state:[40,0,1,""],initial_seed:[40,0,1,""],manual_seed:[40,0,1,""],seed:[40,0,1,""],set_state:[40,0,1,""]},"torch.HalfStorage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.IntStorage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.LongStorage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.QInt32Storage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.QInt8Storage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.QUInt4x2Storage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.QUInt8Storage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.ShortStorage":{"byte":[1475,0,1,""],"char":[1475,0,1,""],"double":[1475,0,1,""],"float":[1475,0,1,""],"int":[1475,0,1,""],"long":[1475,0,1,""],"new":[1475,0,1,""],"short":[1475,0,1,""],bfloat16:[1475,0,1,""],bool:[1475,0,1,""],clone:[1475,0,1,""],complex_double:[1475,0,1,""],complex_float:[1475,0,1,""],copy_:[1475,0,1,""],cpu:[1475,0,1,""],cuda:[1475,0,1,""],data_ptr:[1475,0,1,""],device:[1475,1,1,""],dtype:[1475,1,1,""],element_size:[1475,0,1,""],fill_:[1475,0,1,""],from_buffer:[1475,0,1,""],from_file:[1475,0,1,""],get_device:[1475,0,1,""],half:[1475,0,1,""],is_cuda:[1475,1,1,""],is_pinned:[1475,0,1,""],is_shared:[1475,0,1,""],is_sparse:[1475,1,1,""],pin_memory:[1475,0,1,""],resize_:[1475,0,1,""],share_memory_:[1475,0,1,""],size:[1475,0,1,""],tolist:[1475,0,1,""],type:[1475,0,1,""]},"torch.Tensor":{"byte":[120,0,1,""],"char":[124,0,1,""],"double":[180,0,1,""],"float":[208,0,1,""],"int":[264,0,1,""],"long":[330,0,1,""],"short":[455,0,1,""],"var":[538,0,1,""],T:[1479,1,1,""],abs:[41,0,1,""],abs_:[42,0,1,""],absolute:[43,0,1,""],absolute_:[44,0,1,""],acos:[45,0,1,""],acos_:[46,0,1,""],acosh:[47,0,1,""],acosh_:[48,0,1,""],add:[49,0,1,""],add_:[50,0,1,""],addbmm:[51,0,1,""],addbmm_:[52,0,1,""],addcdiv:[53,0,1,""],addcdiv_:[54,0,1,""],addcmul:[55,0,1,""],addcmul_:[56,0,1,""],addmm:[57,0,1,""],addmm_:[58,0,1,""],addmv:[59,0,1,""],addmv_:[60,0,1,""],addr:[61,0,1,""],addr_:[62,0,1,""],align_as:[1442,0,1,""],align_to:[1442,0,1,""],all:[63,0,1,""],allclose:[64,0,1,""],amax:[65,0,1,""],amin:[66,0,1,""],aminmax:[67,0,1,""],angle:[68,0,1,""],any:[69,0,1,""],apply_:[70,0,1,""],arccos:[71,0,1,""],arccos_:[72,0,1,""],arccosh:[73,0,1,""],arccosh_:[74,0,1,""],arcsin:[75,0,1,""],arcsin_:[76,0,1,""],arcsinh:[77,0,1,""],arcsinh_:[78,0,1,""],arctan:[79,0,1,""],arctan_:[80,0,1,""],arctanh:[81,0,1,""],arctanh_:[82,0,1,""],argmax:[83,0,1,""],argmin:[84,0,1,""],argsort:[85,0,1,""],as_strided:[86,0,1,""],as_subclass:[87,0,1,""],asin:[88,0,1,""],asin_:[89,0,1,""],asinh:[90,0,1,""],asinh_:[91,0,1,""],atan2:[93,0,1,""],atan2_:[94,0,1,""],atan:[92,0,1,""],atan_:[95,0,1,""],atanh:[96,0,1,""],atanh_:[97,0,1,""],backward:[98,0,1,""],baddbmm:[99,0,1,""],baddbmm_:[100,0,1,""],bernoulli:[101,0,1,""],bernoulli_:[102,0,1,""],bfloat16:[103,0,1,""],bincount:[104,0,1,""],bitwise_and:[105,0,1,""],bitwise_and_:[106,0,1,""],bitwise_left_shift:[107,0,1,""],bitwise_left_shift_:[108,0,1,""],bitwise_not:[109,0,1,""],bitwise_not_:[110,0,1,""],bitwise_or:[111,0,1,""],bitwise_or_:[112,0,1,""],bitwise_right_shift:[113,0,1,""],bitwise_right_shift_:[114,0,1,""],bitwise_xor:[115,0,1,""],bitwise_xor_:[116,0,1,""],bmm:[117,0,1,""],bool:[118,0,1,""],broadcast_to:[119,0,1,""],cauchy_:[121,0,1,""],ceil:[122,0,1,""],ceil_:[123,0,1,""],cholesky:[125,0,1,""],cholesky_inverse:[126,0,1,""],cholesky_solve:[127,0,1,""],chunk:[128,0,1,""],clamp:[129,0,1,""],clamp_:[130,0,1,""],clip:[131,0,1,""],clip_:[132,0,1,""],clone:[133,0,1,""],coalesce:[134,0,1,""],conj:[135,0,1,""],conj_physical:[136,0,1,""],conj_physical_:[137,0,1,""],contiguous:[138,0,1,""],copy_:[139,0,1,""],copysign:[140,0,1,""],copysign_:[141,0,1,""],corrcoef:[142,0,1,""],cos:[143,0,1,""],cos_:[144,0,1,""],cosh:[145,0,1,""],cosh_:[146,0,1,""],count_nonzero:[147,0,1,""],cov:[148,0,1,""],cpu:[149,0,1,""],cross:[150,0,1,""],cuda:[151,0,1,""],cummax:[152,0,1,""],cummin:[153,0,1,""],cumprod:[154,0,1,""],cumprod_:[155,0,1,""],cumsum:[156,0,1,""],cumsum_:[157,0,1,""],data_ptr:[158,0,1,""],deg2rad:[159,0,1,""],dense_dim:[160,0,1,""],dequantize:[161,0,1,""],det:[162,0,1,""],detach:[163,0,1,""],detach_:[164,0,1,""],device:[165,1,1,""],diag:[166,0,1,""],diag_embed:[167,0,1,""],diagflat:[168,0,1,""],diagonal:[169,0,1,""],diff:[170,0,1,""],digamma:[171,0,1,""],digamma_:[172,0,1,""],dim:[173,0,1,""],dist:[174,0,1,""],div:[175,0,1,""],div_:[176,0,1,""],divide:[177,0,1,""],divide_:[178,0,1,""],dot:[179,0,1,""],dsplit:[181,0,1,""],eig:[182,0,1,""],element_size:[183,0,1,""],eq:[184,0,1,""],eq_:[185,0,1,""],equal:[186,0,1,""],erf:[187,0,1,""],erf_:[188,0,1,""],erfc:[189,0,1,""],erfc_:[190,0,1,""],erfinv:[191,0,1,""],erfinv_:[192,0,1,""],exp:[193,0,1,""],exp_:[194,0,1,""],expand:[195,0,1,""],expand_as:[196,0,1,""],expm1:[197,0,1,""],expm1_:[198,0,1,""],exponential_:[199,0,1,""],fill_:[200,0,1,""],fill_diagonal_:[201,0,1,""],fix:[202,0,1,""],fix_:[203,0,1,""],flatten:[204,0,1,""],flip:[205,0,1,""],fliplr:[206,0,1,""],flipud:[207,0,1,""],float_power:[209,0,1,""],float_power_:[210,0,1,""],floor:[211,0,1,""],floor_:[212,0,1,""],floor_divide:[213,0,1,""],floor_divide_:[214,0,1,""],fmax:[215,0,1,""],fmin:[216,0,1,""],fmod:[217,0,1,""],fmod_:[218,0,1,""],frac:[219,0,1,""],frac_:[220,0,1,""],frexp:[221,0,1,""],gather:[222,0,1,""],gcd:[223,0,1,""],gcd_:[224,0,1,""],ge:[225,0,1,""],ge_:[226,0,1,""],geometric_:[227,0,1,""],geqrf:[228,0,1,""],ger:[229,0,1,""],get_device:[230,0,1,""],grad:[231,0,1,""],greater:[232,0,1,""],greater_:[233,0,1,""],greater_equal:[234,0,1,""],greater_equal_:[235,0,1,""],gt:[236,0,1,""],gt_:[237,0,1,""],half:[238,0,1,""],hardshrink:[239,0,1,""],heaviside:[240,0,1,""],histc:[241,0,1,""],histogram:[242,0,1,""],hsplit:[243,0,1,""],hypot:[244,0,1,""],hypot_:[245,0,1,""],i0:[246,0,1,""],i0_:[247,0,1,""],igamma:[248,0,1,""],igamma_:[249,0,1,""],igammac:[250,0,1,""],igammac_:[251,0,1,""],imag:[252,1,1,""],index_add:[253,0,1,""],index_add_:[254,0,1,""],index_copy:[255,0,1,""],index_copy_:[256,0,1,""],index_fill:[257,0,1,""],index_fill_:[258,0,1,""],index_put:[259,0,1,""],index_put_:[260,0,1,""],index_select:[261,0,1,""],indices:[262,0,1,""],inner:[263,0,1,""],int_repr:[265,0,1,""],inverse:[266,0,1,""],is_coalesced:[267,0,1,""],is_complex:[268,0,1,""],is_conj:[269,0,1,""],is_contiguous:[270,0,1,""],is_cuda:[271,1,1,""],is_floating_point:[272,0,1,""],is_inference:[273,0,1,""],is_leaf:[274,1,1,""],is_meta:[275,1,1,""],is_pinned:[276,0,1,""],is_quantized:[277,1,1,""],is_set_to:[278,0,1,""],is_shared:[279,0,1,""],is_signed:[280,0,1,""],is_sparse:[281,1,1,""],isclose:[282,0,1,""],isfinite:[283,0,1,""],isinf:[284,0,1,""],isnan:[285,0,1,""],isneginf:[286,0,1,""],isposinf:[287,0,1,""],isreal:[288,0,1,""],istft:[289,0,1,""],item:[290,0,1,""],kthvalue:[291,0,1,""],lcm:[292,0,1,""],lcm_:[293,0,1,""],ldexp:[294,0,1,""],ldexp_:[295,0,1,""],le:[296,0,1,""],le_:[297,0,1,""],lerp:[298,0,1,""],lerp_:[299,0,1,""],less:[300,0,1,""],less_:[301,0,1,""],less_equal:[302,0,1,""],less_equal_:[303,0,1,""],lgamma:[304,0,1,""],lgamma_:[305,0,1,""],log10:[307,0,1,""],log10_:[308,0,1,""],log1p:[309,0,1,""],log1p_:[310,0,1,""],log2:[311,0,1,""],log2_:[312,0,1,""],log:[306,0,1,""],log_:[313,0,1,""],log_normal_:[314,0,1,""],logaddexp2:[316,0,1,""],logaddexp:[315,0,1,""],logcumsumexp:[317,0,1,""],logdet:[318,0,1,""],logical_and:[319,0,1,""],logical_and_:[320,0,1,""],logical_not:[321,0,1,""],logical_not_:[322,0,1,""],logical_or:[323,0,1,""],logical_or_:[324,0,1,""],logical_xor:[325,0,1,""],logical_xor_:[326,0,1,""],logit:[327,0,1,""],logit_:[328,0,1,""],logsumexp:[329,0,1,""],lstsq:[331,0,1,""],lt:[332,0,1,""],lt_:[333,0,1,""],lu:[334,0,1,""],lu_solve:[335,0,1,""],map_:[336,0,1,""],masked_fill:[337,0,1,""],masked_fill_:[338,0,1,""],masked_scatter:[339,0,1,""],masked_scatter_:[340,0,1,""],masked_select:[341,0,1,""],matmul:[342,0,1,""],matrix_exp:[343,0,1,""],matrix_power:[344,0,1,""],max:[345,0,1,""],maximum:[346,0,1,""],mean:[347,0,1,""],median:[348,0,1,""],min:[349,0,1,""],minimum:[350,0,1,""],mm:[351,0,1,""],mode:[352,0,1,""],moveaxis:[353,0,1,""],movedim:[354,0,1,""],msort:[355,0,1,""],mul:[356,0,1,""],mul_:[357,0,1,""],multinomial:[358,0,1,""],multiply:[359,0,1,""],multiply_:[360,0,1,""],mv:[361,0,1,""],mvlgamma:[362,0,1,""],mvlgamma_:[363,0,1,""],names:[1442,1,1,""],nan_to_num:[364,0,1,""],nan_to_num_:[365,0,1,""],nanmean:[366,0,1,""],nanmedian:[367,0,1,""],nanquantile:[368,0,1,""],nansum:[369,0,1,""],narrow:[370,0,1,""],narrow_copy:[371,0,1,""],ndim:[372,1,1,""],ndimension:[373,0,1,""],ne:[374,0,1,""],ne_:[375,0,1,""],neg:[376,0,1,""],neg_:[377,0,1,""],negative:[378,0,1,""],negative_:[379,0,1,""],nelement:[380,0,1,""],new_empty:[381,0,1,""],new_full:[382,0,1,""],new_ones:[383,0,1,""],new_tensor:[384,0,1,""],new_zeros:[385,0,1,""],nextafter:[386,0,1,""],nextafter_:[387,0,1,""],nonzero:[388,0,1,""],norm:[389,0,1,""],normal_:[390,0,1,""],not_equal:[391,0,1,""],not_equal_:[392,0,1,""],numel:[393,0,1,""],numpy:[394,0,1,""],orgqr:[395,0,1,""],ormqr:[396,0,1,""],outer:[397,0,1,""],permute:[398,0,1,""],pin_memory:[399,0,1,""],pinverse:[400,0,1,""],polygamma:[401,0,1,""],polygamma_:[402,0,1,""],positive:[403,0,1,""],pow:[404,0,1,""],pow_:[405,0,1,""],prod:[406,0,1,""],put_:[407,0,1,""],q_per_channel_axis:[408,0,1,""],q_per_channel_scales:[409,0,1,""],q_per_channel_zero_points:[410,0,1,""],q_scale:[411,0,1,""],q_zero_point:[412,0,1,""],qr:[413,0,1,""],qscheme:[414,0,1,""],quantile:[415,0,1,""],rad2deg:[416,0,1,""],random_:[417,0,1,""],ravel:[418,0,1,""],real:[419,1,1,""],reciprocal:[420,0,1,""],reciprocal_:[421,0,1,""],record_stream:[422,0,1,""],refine_names:[1442,0,1,""],register_hook:[423,0,1,""],remainder:[424,0,1,""],remainder_:[425,0,1,""],rename:[1442,0,1,""],rename_:[1442,0,1,""],renorm:[426,0,1,""],renorm_:[427,0,1,""],repeat:[428,0,1,""],repeat_interleave:[429,0,1,""],requires_grad:[430,1,1,""],requires_grad_:[431,0,1,""],reshape:[432,0,1,""],reshape_as:[433,0,1,""],resize_:[434,0,1,""],resize_as_:[435,0,1,""],resolve_conj:[436,0,1,""],resolve_neg:[437,0,1,""],retain_grad:[438,0,1,""],retains_grad:[439,1,1,""],roll:[440,0,1,""],rot90:[441,0,1,""],round:[442,0,1,""],round_:[443,0,1,""],rsqrt:[444,0,1,""],rsqrt_:[445,0,1,""],scatter:[446,0,1,""],scatter_:[447,0,1,""],scatter_add:[448,0,1,""],scatter_add_:[449,0,1,""],select:[450,0,1,""],set_:[451,0,1,""],sgn:[452,0,1,""],sgn_:[453,0,1,""],share_memory_:[454,0,1,""],sigmoid:[456,0,1,""],sigmoid_:[457,0,1,""],sign:[458,0,1,""],sign_:[459,0,1,""],signbit:[460,0,1,""],sin:[461,0,1,""],sin_:[462,0,1,""],sinc:[463,0,1,""],sinc_:[464,0,1,""],sinh:[465,0,1,""],sinh_:[466,0,1,""],size:[467,0,1,""],slogdet:[468,0,1,""],smm:[469,0,1,""],solve:[470,0,1,""],sort:[471,0,1,""],sparse_dim:[472,0,1,""],sparse_mask:[473,0,1,""],sparse_resize_:[474,0,1,""],sparse_resize_and_clear_:[475,0,1,""],split:[476,0,1,""],sqrt:[477,0,1,""],sqrt_:[478,0,1,""],square:[479,0,1,""],square_:[480,0,1,""],squeeze:[481,0,1,""],squeeze_:[482,0,1,""],sspaddmm:[483,0,1,""],std:[484,0,1,""],stft:[485,0,1,""],storage:[486,0,1,""],storage_offset:[487,0,1,""],storage_type:[488,0,1,""],stride:[489,0,1,""],sub:[490,0,1,""],sub_:[491,0,1,""],subtract:[492,0,1,""],subtract_:[493,0,1,""],sum:[494,0,1,""],sum_to_size:[495,0,1,""],svd:[496,0,1,""],swapaxes:[497,0,1,""],swapdims:[498,0,1,""],symeig:[499,0,1,""],t:[500,0,1,""],t_:[501,0,1,""],take:[502,0,1,""],take_along_dim:[503,0,1,""],tan:[504,0,1,""],tan_:[505,0,1,""],tanh:[506,0,1,""],tanh_:[507,0,1,""],tensor_split:[508,0,1,""],tile:[509,0,1,""],to:[510,0,1,""],to_dense:[511,0,1,""],to_mkldnn:[512,0,1,""],to_sparse:[513,0,1,""],tolist:[514,0,1,""],topk:[515,0,1,""],trace:[516,0,1,""],transpose:[517,0,1,""],transpose_:[518,0,1,""],triangular_solve:[519,0,1,""],tril:[520,0,1,""],tril_:[521,0,1,""],triu:[522,0,1,""],triu_:[523,0,1,""],true_divide:[524,0,1,""],true_divide_:[525,0,1,""],trunc:[526,0,1,""],trunc_:[527,0,1,""],type:[528,0,1,""],type_as:[529,0,1,""],unbind:[530,0,1,""],unflatten:[1442,0,1,""],unfold:[531,0,1,""],uniform_:[532,0,1,""],unique:[533,0,1,""],unique_consecutive:[534,0,1,""],unsqueeze:[535,0,1,""],unsqueeze_:[536,0,1,""],values:[537,0,1,""],vdot:[539,0,1,""],view:[540,0,1,""],view_as:[541,0,1,""],vsplit:[542,0,1,""],where:[543,0,1,""],xlogy:[544,0,1,""],xlogy_:[545,0,1,""],zero_:[546,0,1,""]},"torch.__config__":{parallel_info:[0,4,1,""],show:[0,4,1,""]},"torch.autograd":{Function:[2,2,1,""],backward:[589,4,1,""],detect_anomaly:[2,2,1,""],enable_grad:[590,2,1,""],grad:[601,4,1,""],gradcheck:[602,4,1,""],gradgradcheck:[603,4,1,""],inference_mode:[604,2,1,""],no_grad:[605,2,1,""],set_detect_anomaly:[2,2,1,""],set_grad_enabled:[611,2,1,""]},"torch.autograd.Function":{backward:[587,0,1,""],forward:[588,0,1,""]},"torch.autograd.function.FunctionCtx":{mark_dirty:[591,0,1,""],mark_non_differentiable:[592,0,1,""],save_for_backward:[593,0,1,""],set_materialize_grads:[594,0,1,""]},"torch.autograd.functional":{hessian:[595,4,1,""],hvp:[596,4,1,""],jacobian:[597,4,1,""],jvp:[598,4,1,""],vhp:[599,4,1,""],vjp:[600,4,1,""]},"torch.autograd.graph":{save_on_cpu:[2,2,1,""],saved_tensors_hooks:[2,2,1,""]},"torch.autograd.profiler":{emit_nvtx:[2,2,1,""],load_nvprof:[606,4,1,""],profile:[2,2,1,""]},"torch.autograd.profiler.profile":{export_chrome_trace:[607,0,1,""],key_averages:[608,0,1,""],self_cpu_time_total:[609,0,1,""],total_average:[610,0,1,""]},"torch.backends.cuda":{cufft_plan_cache:[3,1,1,""],is_built:[3,4,1,""],size:[3,1,1,""]},"torch.backends.cuda.matmul":{allow_tf32:[3,1,1,""]},"torch.backends.cudnn":{allow_tf32:[3,1,1,""],benchmark:[3,1,1,""],deterministic:[3,1,1,""],enabled:[3,1,1,""],is_available:[3,4,1,""],version:[3,4,1,""]},"torch.backends.mkl":{is_available:[3,4,1,""]},"torch.backends.mkldnn":{is_available:[3,4,1,""]},"torch.backends.openmp":{is_available:[3,4,1,""]},"torch.cuda":{CUDAGraph:[656,2,1,""],Event:[657,2,1,""],Stream:[658,2,1,""],StreamContext:[659,2,1,""],amp:[1,3,0,"-"],can_device_access_peer:[660,4,1,""],current_blas_handle:[666,4,1,""],current_device:[667,4,1,""],current_stream:[668,4,1,""],default_stream:[669,4,1,""],device:[670,2,1,""],device_count:[671,4,1,""],device_of:[672,2,1,""],empty_cache:[673,4,1,""],get_arch_list:[674,4,1,""],get_device_capability:[675,4,1,""],get_device_name:[676,4,1,""],get_device_properties:[677,4,1,""],get_gencode_flags:[678,4,1,""],get_rng_state:[679,4,1,""],get_rng_state_all:[680,4,1,""],get_sync_debug_mode:[681,4,1,""],graph:[682,2,1,""],graph_pool_handle:[683,4,1,""],init:[684,4,1,""],initial_seed:[685,4,1,""],ipc_collect:[686,4,1,""],is_available:[687,4,1,""],is_initialized:[688,4,1,""],list_gpu_processes:[689,4,1,""],make_graphed_callables:[690,4,1,""],manual_seed:[691,4,1,""],manual_seed_all:[692,4,1,""],max_memory_allocated:[693,4,1,""],max_memory_cached:[694,4,1,""],max_memory_reserved:[695,4,1,""],memory_allocated:[696,4,1,""],memory_cached:[697,4,1,""],memory_reserved:[698,4,1,""],memory_snapshot:[699,4,1,""],memory_stats:[700,4,1,""],memory_summary:[701,4,1,""],reset_max_memory_allocated:[705,4,1,""],reset_max_memory_cached:[706,4,1,""],reset_peak_memory_stats:[707,4,1,""],seed:[708,4,1,""],seed_all:[709,4,1,""],set_device:[710,4,1,""],set_per_process_memory_fraction:[711,4,1,""],set_rng_state:[712,4,1,""],set_rng_state_all:[713,4,1,""],set_stream:[714,4,1,""],set_sync_debug_mode:[715,4,1,""],stream:[716,4,1,""],synchronize:[717,4,1,""]},"torch.cuda.CUDAGraph":{capture_begin:[656,0,1,""],capture_end:[656,0,1,""],pool:[656,0,1,""],replay:[656,0,1,""],reset:[656,0,1,""]},"torch.cuda.Event":{elapsed_time:[657,0,1,""],from_ipc_handle:[657,0,1,""],ipc_handle:[657,0,1,""],query:[657,0,1,""],record:[657,0,1,""],synchronize:[657,0,1,""],wait:[657,0,1,""]},"torch.cuda.Stream":{query:[658,0,1,""],record_event:[658,0,1,""],synchronize:[658,0,1,""],wait_event:[658,0,1,""],wait_stream:[658,0,1,""]},"torch.cuda.amp":{GradScaler:[1,2,1,""],autocast:[1,2,1,""],custom_bwd:[1,4,1,""],custom_fwd:[1,4,1,""]},"torch.cuda.amp.GradScaler":{get_backoff_factor:[1,0,1,""],get_growth_factor:[1,0,1,""],get_growth_interval:[1,0,1,""],get_scale:[1,0,1,""],is_enabled:[1,0,1,""],load_state_dict:[1,0,1,""],scale:[1,0,1,""],set_backoff_factor:[1,0,1,""],set_growth_factor:[1,0,1,""],set_growth_interval:[1,0,1,""],state_dict:[1,0,1,""],step:[1,0,1,""],unscale_:[1,0,1,""],update:[1,0,1,""]},"torch.cuda.comm":{broadcast:[661,4,1,""],broadcast_coalesced:[662,4,1,""],gather:[663,4,1,""],reduce_add:[664,4,1,""],scatter:[665,4,1,""]},"torch.cuda.nvtx":{mark:[702,4,1,""],range_pop:[703,4,1,""],range_push:[704,4,1,""]},"torch.distributed":{Backend:[18,2,1,""],FileStore:[18,2,1,""],GradBucket:[17,2,1,""],HashStore:[18,2,1,""],PrefixStore:[18,2,1,""],ReduceOp:[18,2,1,""],Store:[18,2,1,""],TCPStore:[18,2,1,""],all_gather:[18,4,1,""],all_gather_multigpu:[18,4,1,""],all_gather_object:[18,4,1,""],all_reduce:[18,4,1,""],all_reduce_multigpu:[18,4,1,""],all_to_all:[18,4,1,""],autograd:[1470,3,0,"-"],barrier:[18,4,1,""],broadcast:[18,4,1,""],broadcast_multigpu:[18,4,1,""],broadcast_object_list:[18,4,1,""],gather:[18,4,1,""],gather_object:[18,4,1,""],get_backend:[18,4,1,""],get_rank:[18,4,1,""],get_world_size:[18,4,1,""],init_process_group:[18,4,1,""],irecv:[18,4,1,""],is_available:[18,4,1,""],is_initialized:[18,4,1,""],is_mpi_available:[18,4,1,""],is_nccl_available:[18,4,1,""],is_torchelastic_launched:[18,4,1,""],isend:[18,4,1,""],launch:[18,3,0,"-"],monitored_barrier:[18,4,1,""],new_group:[18,4,1,""],optim:[1470,3,0,"-"],recv:[18,4,1,""],reduce:[18,4,1,""],reduce_multigpu:[18,4,1,""],reduce_op:[18,2,1,""],reduce_scatter:[18,4,1,""],reduce_scatter_multigpu:[18,4,1,""],rpc:[1470,3,0,"-"],run:[34,3,0,"-"],scatter:[18,4,1,""],scatter_object_list:[18,4,1,""],send:[18,4,1,""]},"torch.distributed.GradBucket":{buffer:[17,4,1,""],gradients:[17,4,1,""],index:[17,4,1,""],is_last:[17,4,1,""],parameters:[17,4,1,""],set_buffer:[17,4,1,""]},"torch.distributed.Store":{add:[18,4,1,""],compare_set:[18,4,1,""],delete_key:[18,4,1,""],get:[18,4,1,""],num_keys:[18,4,1,""],set:[18,4,1,""],set_timeout:[18,4,1,""],wait:[18,4,1,""]},"torch.distributed.algorithms":{Join:[19,2,1,""],JoinHook:[19,2,1,""],Joinable:[19,2,1,""]},"torch.distributed.algorithms.Join":{notify_join_context:[19,0,1,""]},"torch.distributed.algorithms.JoinHook":{main_hook:[19,0,1,""],post_hook:[19,0,1,""]},"torch.distributed.algorithms.Joinable":{join_device:[19,0,1,""],join_hook:[19,0,1,""],join_process_group:[19,0,1,""]},"torch.distributed.algorithms.ddp_comm_hooks.debugging_hooks":{noop_hook:[17,4,1,""]},"torch.distributed.algorithms.ddp_comm_hooks.default_hooks":{allreduce_hook:[17,4,1,""],bf16_compress_hook:[17,4,1,""],bf16_compress_wrapper:[17,4,1,""],fp16_compress_hook:[17,4,1,""],fp16_compress_wrapper:[17,4,1,""]},"torch.distributed.algorithms.ddp_comm_hooks.powerSGD_hook":{PowerSGDState:[17,2,1,""],batched_powerSGD_hook:[17,4,1,""],powerSGD_hook:[17,4,1,""]},"torch.distributed.autograd":{backward:[1470,4,1,""],context:[1470,2,1,""],get_gradients:[1470,4,1,""]},"torch.distributed.elastic":{agent:[24,3,0,"-"],events:[27,3,0,"-"],metrics:[30,3,0,"-"],multiprocessing:[31,3,0,"-"],rendezvous:[33,3,0,"-"],timer:[35,3,0,"-"]},"torch.distributed.elastic.agent":{server:[24,3,0,"-"]},"torch.distributed.elastic.agent.server":{ElasticAgent:[24,2,1,""],SimpleElasticAgent:[24,2,1,""],Worker:[24,2,1,""],WorkerGroup:[24,2,1,""],WorkerSpec:[24,2,1,""],WorkerState:[24,2,1,""]},"torch.distributed.elastic.agent.server.ElasticAgent":{get_worker_group:[24,0,1,""],run:[24,0,1,""]},"torch.distributed.elastic.agent.server.SimpleElasticAgent":{_assign_worker_ranks:[24,0,1,""],_exit_barrier:[24,0,1,""],_initialize_workers:[24,0,1,""],_monitor_workers:[24,0,1,""],_rendezvous:[24,0,1,""],_restart_workers:[24,0,1,""],_shutdown:[24,0,1,""],_start_workers:[24,0,1,""],_stop_workers:[24,0,1,""]},"torch.distributed.elastic.agent.server.WorkerSpec":{get_entrypoint_name:[24,0,1,""]},"torch.distributed.elastic.agent.server.WorkerState":{is_running:[24,0,1,""]},"torch.distributed.elastic.agent.server.api":{RunResult:[24,2,1,""]},"torch.distributed.elastic.agent.server.local_elastic_agent":{LocalElasticAgent:[24,2,1,""]},"torch.distributed.elastic.events":{get_logging_handler:[27,4,1,""],record:[27,4,1,""]},"torch.distributed.elastic.events.api":{Event:[27,2,1,""],EventMetadataValue:[27,1,1,""],EventSource:[27,2,1,""]},"torch.distributed.elastic.metrics":{configure:[30,4,1,""],prof:[30,4,1,""],put_metric:[30,4,1,""]},"torch.distributed.elastic.metrics.api":{ConsoleMetricHandler:[30,2,1,""],MetricHandler:[30,2,1,""],NullMetricHandler:[30,2,1,""]},"torch.distributed.elastic.multiprocessing":{errors:[26,3,0,"-"],start_processes:[31,4,1,""]},"torch.distributed.elastic.multiprocessing.api":{MultiprocessContext:[31,2,1,""],PContext:[31,2,1,""],RunProcsResult:[31,2,1,""],SubprocessContext:[31,2,1,""]},"torch.distributed.elastic.multiprocessing.errors":{ChildFailedError:[26,2,1,""],ErrorHandler:[26,2,1,""],ProcessFailure:[26,2,1,""],record:[26,4,1,""]},"torch.distributed.elastic.rendezvous":{RendezvousClosedError:[33,2,1,""],RendezvousConnectionError:[33,2,1,""],RendezvousError:[33,2,1,""],RendezvousHandler:[33,2,1,""],RendezvousHandlerRegistry:[33,2,1,""],RendezvousParameters:[33,2,1,""],RendezvousStateError:[33,2,1,""],RendezvousTimeoutError:[33,2,1,""],registry:[33,3,0,"-"]},"torch.distributed.elastic.rendezvous.RendezvousHandler":{get_backend:[33,0,1,""],get_run_id:[33,0,1,""],is_closed:[33,0,1,""],next_rendezvous:[33,0,1,""],num_nodes_waiting:[33,0,1,""],set_closed:[33,0,1,""],shutdown:[33,0,1,""]},"torch.distributed.elastic.rendezvous.RendezvousHandlerRegistry":{create_handler:[33,0,1,""],register:[33,0,1,""]},"torch.distributed.elastic.rendezvous.RendezvousParameters":{get:[33,0,1,""],get_as_bool:[33,0,1,""],get_as_int:[33,0,1,""]},"torch.distributed.elastic.rendezvous.c10d_rendezvous_backend":{C10dRendezvousBackend:[33,2,1,""],create_backend:[33,4,1,""]},"torch.distributed.elastic.rendezvous.c10d_rendezvous_backend.C10dRendezvousBackend":{get_state:[33,0,1,""],name:[33,0,1,""],set_state:[33,0,1,""]},"torch.distributed.elastic.rendezvous.dynamic_rendezvous":{DynamicRendezvousHandler:[33,2,1,""],RendezvousBackend:[33,2,1,""],RendezvousTimeout:[33,2,1,""],create_handler:[33,4,1,""]},"torch.distributed.elastic.rendezvous.dynamic_rendezvous.DynamicRendezvousHandler":{from_backend:[33,0,1,""]},"torch.distributed.elastic.rendezvous.dynamic_rendezvous.RendezvousBackend":{get_state:[33,0,1,""],name:[33,0,1,""],set_state:[33,0,1,""]},"torch.distributed.elastic.rendezvous.dynamic_rendezvous.RendezvousTimeout":{close:[33,0,1,""],heartbeat:[33,0,1,""],join:[33,0,1,""],last_call:[33,0,1,""]},"torch.distributed.elastic.rendezvous.etcd_rendezvous":{EtcdRendezvousHandler:[33,2,1,""]},"torch.distributed.elastic.rendezvous.etcd_rendezvous_backend":{EtcdRendezvousBackend:[33,2,1,""],create_backend:[33,4,1,""]},"torch.distributed.elastic.rendezvous.etcd_rendezvous_backend.EtcdRendezvousBackend":{get_state:[33,0,1,""],name:[33,0,1,""],set_state:[33,0,1,""]},"torch.distributed.elastic.rendezvous.etcd_server":{EtcdServer:[33,2,1,""]},"torch.distributed.elastic.rendezvous.etcd_store":{EtcdStore:[33,2,1,""]},"torch.distributed.elastic.rendezvous.etcd_store.EtcdStore":{add:[33,0,1,""],check:[33,0,1,""],get:[33,0,1,""],set:[33,0,1,""],wait:[33,0,1,""]},"torch.distributed.elastic.timer":{LocalTimerClient:[35,2,1,""],LocalTimerServer:[35,2,1,""],TimerClient:[35,2,1,""],TimerRequest:[35,2,1,""],TimerServer:[35,2,1,""],configure:[35,4,1,""],expires:[35,4,1,""]},"torch.distributed.elastic.timer.TimerClient":{acquire:[35,0,1,""],release:[35,0,1,""]},"torch.distributed.elastic.timer.TimerServer":{clear_timers:[35,0,1,""],get_expired_timers:[35,0,1,""],register_timers:[35,0,1,""]},"torch.distributed.nn.api.remote_module":{RemoteModule:[1470,2,1,""]},"torch.distributed.nn.api.remote_module.RemoteModule":{get_module_rref:[1470,0,1,""],remote_parameters:[1470,0,1,""]},"torch.distributed.optim":{DistributedOptimizer:[1470,2,1,""],ZeroRedundancyOptimizer:[21,2,1,""]},"torch.distributed.optim.DistributedOptimizer":{step:[1470,0,1,""]},"torch.distributed.optim.ZeroRedundancyOptimizer":{add_param_group:[21,0,1,""],consolidate_state_dict:[21,0,1,""],join_hook:[21,0,1,""],load_state_dict:[21,0,1,""],state_dict:[21,0,1,""],step:[21,0,1,""]},"torch.distributed.pipeline.sync":{Pipe:[1465,2,1,""]},"torch.distributed.pipeline.sync.Pipe":{forward:[1465,0,1,""]},"torch.distributed.pipeline.sync.skip.skippable":{pop:[1465,2,1,""],skippable:[1465,4,1,""],stash:[1465,2,1,""],verify_skippables:[1465,4,1,""]},"torch.distributed.rpc":{BackendType:[1470,2,1,""],RRef:[1470,2,1,""],RpcBackendOptions:[1470,2,1,""],TensorPipeRpcBackendOptions:[1470,2,1,""],WorkerInfo:[1470,2,1,""],get_worker_info:[1470,4,1,""],init_rpc:[1470,4,1,""],remote:[1470,4,1,""],rpc_async:[1470,4,1,""],rpc_sync:[1470,4,1,""],shutdown:[1470,4,1,""]},"torch.distributed.rpc.RRef":{backward:[1470,0,1,""],confirmed_by_owner:[1470,0,1,""],is_owner:[1470,0,1,""],local_value:[1470,0,1,""],owner:[1470,0,1,""],owner_name:[1470,0,1,""],remote:[1470,0,1,""],rpc_async:[1470,0,1,""],rpc_sync:[1470,0,1,""],to_here:[1470,0,1,""]},"torch.distributed.rpc.RpcBackendOptions":{init_method:[1470,0,1,""],rpc_timeout:[1470,0,1,""]},"torch.distributed.rpc.TensorPipeRpcBackendOptions":{device_maps:[1470,0,1,""],devices:[1470,0,1,""],init_method:[1470,0,1,""],num_worker_threads:[1470,0,1,""],rpc_timeout:[1470,0,1,""],set_device_map:[1470,0,1,""],set_devices:[1470,0,1,""]},"torch.distributed.rpc.WorkerInfo":{id:[1470,0,1,""],name:[1470,0,1,""]},"torch.distributed.rpc.functions":{async_execution:[1470,4,1,""]},"torch.distributions":{constraint_registry:[22,3,0,"-"],constraints:[22,3,0,"-"],kl:[22,3,0,"-"],transforms:[22,3,0,"-"]},"torch.distributions.bernoulli":{Bernoulli:[22,2,1,""]},"torch.distributions.bernoulli.Bernoulli":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],enumerate_support:[22,0,1,""],expand:[22,0,1,""],has_enumerate_support:[22,1,1,""],log_prob:[22,0,1,""],logits:[22,0,1,""],mean:[22,0,1,""],param_shape:[22,0,1,""],probs:[22,0,1,""],sample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.beta":{Beta:[22,2,1,""]},"torch.distributions.beta.Beta":{arg_constraints:[22,1,1,""],concentration0:[22,0,1,""],concentration1:[22,0,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],rsample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.binomial":{Binomial:[22,2,1,""]},"torch.distributions.binomial.Binomial":{arg_constraints:[22,1,1,""],enumerate_support:[22,0,1,""],expand:[22,0,1,""],has_enumerate_support:[22,1,1,""],log_prob:[22,0,1,""],logits:[22,0,1,""],mean:[22,0,1,""],param_shape:[22,0,1,""],probs:[22,0,1,""],sample:[22,0,1,""],support:[22,0,1,""],variance:[22,0,1,""]},"torch.distributions.categorical":{Categorical:[22,2,1,""]},"torch.distributions.categorical.Categorical":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],enumerate_support:[22,0,1,""],expand:[22,0,1,""],has_enumerate_support:[22,1,1,""],log_prob:[22,0,1,""],logits:[22,0,1,""],mean:[22,0,1,""],param_shape:[22,0,1,""],probs:[22,0,1,""],sample:[22,0,1,""],support:[22,0,1,""],variance:[22,0,1,""]},"torch.distributions.cauchy":{Cauchy:[22,2,1,""]},"torch.distributions.cauchy.Cauchy":{arg_constraints:[22,1,1,""],cdf:[22,0,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],icdf:[22,0,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],rsample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.chi2":{Chi2:[22,2,1,""]},"torch.distributions.chi2.Chi2":{arg_constraints:[22,1,1,""],df:[22,0,1,""],expand:[22,0,1,""]},"torch.distributions.constraint_registry":{ConstraintRegistry:[22,2,1,""]},"torch.distributions.constraint_registry.ConstraintRegistry":{register:[22,0,1,""]},"torch.distributions.constraints":{Constraint:[22,2,1,""],cat:[22,1,1,""],dependent_property:[22,1,1,""],greater_than:[22,1,1,""],greater_than_eq:[22,1,1,""],half_open_interval:[22,1,1,""],independent:[22,1,1,""],integer_interval:[22,1,1,""],interval:[22,1,1,""],less_than:[22,1,1,""],multinomial:[22,1,1,""],stack:[22,1,1,""]},"torch.distributions.constraints.Constraint":{check:[22,0,1,""]},"torch.distributions.continuous_bernoulli":{ContinuousBernoulli:[22,2,1,""]},"torch.distributions.continuous_bernoulli.ContinuousBernoulli":{arg_constraints:[22,1,1,""],cdf:[22,0,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],icdf:[22,0,1,""],log_prob:[22,0,1,""],logits:[22,0,1,""],mean:[22,0,1,""],param_shape:[22,0,1,""],probs:[22,0,1,""],rsample:[22,0,1,""],sample:[22,0,1,""],stddev:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.dirichlet":{Dirichlet:[22,2,1,""]},"torch.distributions.dirichlet.Dirichlet":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],rsample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.distribution":{Distribution:[22,2,1,""]},"torch.distributions.distribution.Distribution":{arg_constraints:[22,0,1,""],batch_shape:[22,0,1,""],cdf:[22,0,1,""],entropy:[22,0,1,""],enumerate_support:[22,0,1,""],event_shape:[22,0,1,""],expand:[22,0,1,""],icdf:[22,0,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],perplexity:[22,0,1,""],rsample:[22,0,1,""],sample:[22,0,1,""],sample_n:[22,0,1,""],set_default_validate_args:[22,0,1,""],stddev:[22,0,1,""],support:[22,0,1,""],variance:[22,0,1,""]},"torch.distributions.exp_family":{ExponentialFamily:[22,2,1,""]},"torch.distributions.exp_family.ExponentialFamily":{entropy:[22,0,1,""]},"torch.distributions.exponential":{Exponential:[22,2,1,""]},"torch.distributions.exponential.Exponential":{arg_constraints:[22,1,1,""],cdf:[22,0,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],icdf:[22,0,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],rsample:[22,0,1,""],stddev:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.fishersnedecor":{FisherSnedecor:[22,2,1,""]},"torch.distributions.fishersnedecor.FisherSnedecor":{arg_constraints:[22,1,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],rsample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.gamma":{Gamma:[22,2,1,""]},"torch.distributions.gamma.Gamma":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],rsample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.geometric":{Geometric:[22,2,1,""]},"torch.distributions.geometric.Geometric":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],log_prob:[22,0,1,""],logits:[22,0,1,""],mean:[22,0,1,""],probs:[22,0,1,""],sample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.gumbel":{Gumbel:[22,2,1,""]},"torch.distributions.gumbel.Gumbel":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],stddev:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.half_cauchy":{HalfCauchy:[22,2,1,""]},"torch.distributions.half_cauchy.HalfCauchy":{arg_constraints:[22,1,1,""],cdf:[22,0,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],icdf:[22,0,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],scale:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.half_normal":{HalfNormal:[22,2,1,""]},"torch.distributions.half_normal.HalfNormal":{arg_constraints:[22,1,1,""],cdf:[22,0,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],icdf:[22,0,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],scale:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.independent":{Independent:[22,2,1,""]},"torch.distributions.independent.Independent":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],enumerate_support:[22,0,1,""],expand:[22,0,1,""],has_enumerate_support:[22,0,1,""],has_rsample:[22,0,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],rsample:[22,0,1,""],sample:[22,0,1,""],support:[22,0,1,""],variance:[22,0,1,""]},"torch.distributions.kl":{kl_divergence:[22,4,1,""],register_kl:[22,4,1,""]},"torch.distributions.kumaraswamy":{Kumaraswamy:[22,2,1,""]},"torch.distributions.kumaraswamy.Kumaraswamy":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],mean:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.laplace":{Laplace:[22,2,1,""]},"torch.distributions.laplace.Laplace":{arg_constraints:[22,1,1,""],cdf:[22,0,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],icdf:[22,0,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],rsample:[22,0,1,""],stddev:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.lkj_cholesky":{LKJCholesky:[22,2,1,""]},"torch.distributions.lkj_cholesky.LKJCholesky":{arg_constraints:[22,1,1,""],expand:[22,0,1,""],log_prob:[22,0,1,""],sample:[22,0,1,""],support:[22,1,1,""]},"torch.distributions.log_normal":{LogNormal:[22,2,1,""]},"torch.distributions.log_normal.LogNormal":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],loc:[22,0,1,""],mean:[22,0,1,""],scale:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.lowrank_multivariate_normal":{LowRankMultivariateNormal:[22,2,1,""]},"torch.distributions.lowrank_multivariate_normal.LowRankMultivariateNormal":{arg_constraints:[22,1,1,""],covariance_matrix:[22,0,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],precision_matrix:[22,0,1,""],rsample:[22,0,1,""],scale_tril:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.mixture_same_family":{MixtureSameFamily:[22,2,1,""]},"torch.distributions.mixture_same_family.MixtureSameFamily":{arg_constraints:[22,1,1,""],cdf:[22,0,1,""],component_distribution:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],mixture_distribution:[22,0,1,""],sample:[22,0,1,""],support:[22,0,1,""],variance:[22,0,1,""]},"torch.distributions.multinomial":{Multinomial:[22,2,1,""]},"torch.distributions.multinomial.Multinomial":{arg_constraints:[22,1,1,""],expand:[22,0,1,""],log_prob:[22,0,1,""],logits:[22,0,1,""],mean:[22,0,1,""],param_shape:[22,0,1,""],probs:[22,0,1,""],sample:[22,0,1,""],support:[22,0,1,""],total_count:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.multivariate_normal":{MultivariateNormal:[22,2,1,""]},"torch.distributions.multivariate_normal.MultivariateNormal":{arg_constraints:[22,1,1,""],covariance_matrix:[22,0,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],precision_matrix:[22,0,1,""],rsample:[22,0,1,""],scale_tril:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.negative_binomial":{NegativeBinomial:[22,2,1,""]},"torch.distributions.negative_binomial.NegativeBinomial":{arg_constraints:[22,1,1,""],expand:[22,0,1,""],log_prob:[22,0,1,""],logits:[22,0,1,""],mean:[22,0,1,""],param_shape:[22,0,1,""],probs:[22,0,1,""],sample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.normal":{Normal:[22,2,1,""]},"torch.distributions.normal.Normal":{arg_constraints:[22,1,1,""],cdf:[22,0,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],icdf:[22,0,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],rsample:[22,0,1,""],sample:[22,0,1,""],stddev:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.one_hot_categorical":{OneHotCategorical:[22,2,1,""]},"torch.distributions.one_hot_categorical.OneHotCategorical":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],enumerate_support:[22,0,1,""],expand:[22,0,1,""],has_enumerate_support:[22,1,1,""],log_prob:[22,0,1,""],logits:[22,0,1,""],mean:[22,0,1,""],param_shape:[22,0,1,""],probs:[22,0,1,""],sample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.pareto":{Pareto:[22,2,1,""]},"torch.distributions.pareto.Pareto":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],mean:[22,0,1,""],support:[22,0,1,""],variance:[22,0,1,""]},"torch.distributions.poisson":{Poisson:[22,2,1,""]},"torch.distributions.poisson.Poisson":{arg_constraints:[22,1,1,""],expand:[22,0,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],sample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.relaxed_bernoulli":{LogitRelaxedBernoulli:[22,2,1,""],RelaxedBernoulli:[22,2,1,""]},"torch.distributions.relaxed_bernoulli.LogitRelaxedBernoulli":{arg_constraints:[22,1,1,""],expand:[22,0,1,""],log_prob:[22,0,1,""],logits:[22,0,1,""],param_shape:[22,0,1,""],probs:[22,0,1,""],rsample:[22,0,1,""],support:[22,1,1,""]},"torch.distributions.relaxed_bernoulli.RelaxedBernoulli":{arg_constraints:[22,1,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],logits:[22,0,1,""],probs:[22,0,1,""],support:[22,1,1,""],temperature:[22,0,1,""]},"torch.distributions.relaxed_categorical":{RelaxedOneHotCategorical:[22,2,1,""]},"torch.distributions.relaxed_categorical.RelaxedOneHotCategorical":{arg_constraints:[22,1,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],logits:[22,0,1,""],probs:[22,0,1,""],support:[22,1,1,""],temperature:[22,0,1,""]},"torch.distributions.studentT":{StudentT:[22,2,1,""]},"torch.distributions.studentT.StudentT":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],rsample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.transformed_distribution":{TransformedDistribution:[22,2,1,""]},"torch.distributions.transformed_distribution.TransformedDistribution":{arg_constraints:[22,1,1,""],cdf:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,0,1,""],icdf:[22,0,1,""],log_prob:[22,0,1,""],rsample:[22,0,1,""],sample:[22,0,1,""],support:[22,0,1,""]},"torch.distributions.transforms":{AbsTransform:[22,2,1,""],AffineTransform:[22,2,1,""],ComposeTransform:[22,2,1,""],CorrCholeskyTransform:[22,2,1,""],ExpTransform:[22,2,1,""],IndependentTransform:[22,2,1,""],LowerCholeskyTransform:[22,2,1,""],PowerTransform:[22,2,1,""],ReshapeTransform:[22,2,1,""],SigmoidTransform:[22,2,1,""],SoftmaxTransform:[22,2,1,""],StackTransform:[22,2,1,""],StickBreakingTransform:[22,2,1,""],TanhTransform:[22,2,1,""],Transform:[22,2,1,""]},"torch.distributions.transforms.Transform":{forward_shape:[22,0,1,""],inv:[22,0,1,""],inverse_shape:[22,0,1,""],log_abs_det_jacobian:[22,0,1,""],sign:[22,0,1,""]},"torch.distributions.uniform":{Uniform:[22,2,1,""]},"torch.distributions.uniform.Uniform":{arg_constraints:[22,1,1,""],cdf:[22,0,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],icdf:[22,0,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],rsample:[22,0,1,""],stddev:[22,0,1,""],support:[22,0,1,""],variance:[22,0,1,""]},"torch.distributions.von_mises":{VonMises:[22,2,1,""]},"torch.distributions.von_mises.VonMises":{arg_constraints:[22,1,1,""],expand:[22,0,1,""],has_rsample:[22,1,1,""],log_prob:[22,0,1,""],mean:[22,0,1,""],sample:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.distributions.weibull":{Weibull:[22,2,1,""]},"torch.distributions.weibull.Weibull":{arg_constraints:[22,1,1,""],entropy:[22,0,1,""],expand:[22,0,1,""],mean:[22,0,1,""],support:[22,1,1,""],variance:[22,0,1,""]},"torch.fft":{fft2:[756,4,1,""],fft:[755,4,1,""],fftfreq:[757,4,1,""],fftn:[758,4,1,""],fftshift:[759,4,1,""],hfft:[760,4,1,""],ifft2:[762,4,1,""],ifft:[761,4,1,""],ifftn:[763,4,1,""],ifftshift:[764,4,1,""],ihfft:[765,4,1,""],irfft2:[767,4,1,""],irfft:[766,4,1,""],irfftn:[768,4,1,""],rfft2:[770,4,1,""],rfft:[769,4,1,""],rfftfreq:[771,4,1,""],rfftn:[772,4,1,""]},"torch.futures":{Future:[38,2,1,""],collect_all:[38,4,1,""],wait_all:[38,4,1,""]},"torch.futures.Future":{add_done_callback:[38,0,1,""],done:[38,0,1,""],set_exception:[38,0,1,""],set_result:[38,0,1,""],then:[38,0,1,""],value:[38,0,1,""],wait:[38,0,1,""]},"torch.fx":{Graph:[39,2,1,""],GraphModule:[39,2,1,""],Interpreter:[39,2,1,""],Node:[39,2,1,""],Proxy:[39,2,1,""],Tracer:[39,2,1,""],Transformer:[39,2,1,""],replace_pattern:[39,4,1,""],symbolic_trace:[39,4,1,""],wrap:[39,4,1,""]},"torch.fx.Graph":{__init__:[39,0,1,""],call_function:[39,0,1,""],call_method:[39,0,1,""],call_module:[39,0,1,""],create_node:[39,0,1,""],eliminate_dead_code:[39,0,1,""],erase_node:[39,0,1,""],flatten_inps:[39,0,1,""],get_attr:[39,0,1,""],graph_copy:[39,0,1,""],inserting_after:[39,0,1,""],inserting_before:[39,0,1,""],lint:[39,0,1,""],node_copy:[39,0,1,""],nodes:[39,0,1,""],output:[39,0,1,""],owning_module:[39,0,1,""],placeholder:[39,0,1,""],print_tabular:[39,0,1,""],python_code:[39,0,1,""],unflatten_outs:[39,0,1,""]},"torch.fx.GraphModule":{__init__:[39,0,1,""],add_submodule:[39,0,1,""],code:[39,0,1,""],delete_all_unused_submodules:[39,0,1,""],delete_submodule:[39,0,1,""],graph:[39,0,1,""],recompile:[39,0,1,""],to_folder:[39,0,1,""]},"torch.fx.Interpreter":{call_function:[39,0,1,""],call_method:[39,0,1,""],call_module:[39,0,1,""],fetch_args_kwargs_from_env:[39,0,1,""],fetch_attr:[39,0,1,""],get_attr:[39,0,1,""],map_nodes_to_values:[39,0,1,""],output:[39,0,1,""],placeholder:[39,0,1,""],run:[39,0,1,""],run_node:[39,0,1,""]},"torch.fx.Node":{all_input_nodes:[39,0,1,""],append:[39,0,1,""],args:[39,0,1,""],format_node:[39,0,1,""],is_impure:[39,0,1,""],kwargs:[39,0,1,""],next:[39,0,1,""],normalized_arguments:[39,0,1,""],prepend:[39,0,1,""],prev:[39,0,1,""],replace_all_uses_with:[39,0,1,""],replace_input_with:[39,0,1,""],stack_trace:[39,0,1,""],update_arg:[39,0,1,""],update_kwarg:[39,0,1,""]},"torch.fx.Tracer":{call_module:[39,0,1,""],create_arg:[39,0,1,""],create_args_for_root:[39,0,1,""],create_node:[39,0,1,""],create_proxy:[39,0,1,""],is_leaf_module:[39,0,1,""],iter:[39,0,1,""],keys:[39,0,1,""],path_of_module:[39,0,1,""],proxy:[39,0,1,""],to_bool:[39,0,1,""],trace:[39,0,1,""]},"torch.fx.Transformer":{call_function:[39,0,1,""],call_module:[39,0,1,""],get_attr:[39,0,1,""],placeholder:[39,0,1,""],transform:[39,0,1,""]},"torch.hub":{download_url_to_file:[1429,4,1,""],get_dir:[1429,4,1,""],help:[1429,4,1,""],list:[1429,4,1,""],load:[1429,4,1,""],load_state_dict_from_url:[1429,4,1,""],set_dir:[1429,4,1,""]},"torch.jit":{"export":[1431,4,1,""],Attribute:[839,2,1,""],ScriptFunction:[840,2,1,""],ScriptModule:[841,2,1,""],annotate:[842,4,1,""],fork:[843,4,1,""],freeze:[844,4,1,""],ignore:[845,4,1,""],is_scripting:[1433,4,1,""],isinstance:[846,4,1,""],load:[847,4,1,""],optimize_for_inference:[848,4,1,""],save:[849,4,1,""],script:[850,4,1,""],script_if_tracing:[851,4,1,""],supported_ops:[1432,3,0,"-"],trace:[852,4,1,""],trace_module:[853,4,1,""],unsupported_tensor_ops:[1436,3,0,"-"],unused:[854,4,1,""],wait:[855,4,1,""]},"torch.jit.Attribute":{count:[839,0,1,""],index:[839,0,1,""],type:[839,0,1,""],value:[839,0,1,""]},"torch.jit.ScriptFunction":{get_debug_state:[840,0,1,""],save:[840,0,1,""],save_to_buffer:[840,0,1,""]},"torch.jit.ScriptModule":{"double":[841,0,1,""],"float":[841,0,1,""],add_module:[841,0,1,""],apply:[841,0,1,""],bfloat16:[841,0,1,""],buffers:[841,0,1,""],children:[841,0,1,""],code:[841,0,1,""],code_with_constants:[841,0,1,""],cpu:[841,0,1,""],cuda:[841,0,1,""],eval:[841,0,1,""],extra_repr:[841,0,1,""],get_buffer:[841,0,1,""],get_extra_state:[841,0,1,""],get_parameter:[841,0,1,""],get_submodule:[841,0,1,""],graph:[841,0,1,""],half:[841,0,1,""],inlined_graph:[841,0,1,""],load_state_dict:[841,0,1,""],modules:[841,0,1,""],named_buffers:[841,0,1,""],named_children:[841,0,1,""],named_modules:[841,0,1,""],named_parameters:[841,0,1,""],parameters:[841,0,1,""],register_backward_hook:[841,0,1,""],register_buffer:[841,0,1,""],register_forward_hook:[841,0,1,""],register_forward_pre_hook:[841,0,1,""],register_full_backward_hook:[841,0,1,""],register_parameter:[841,0,1,""],requires_grad_:[841,0,1,""],save:[841,0,1,""],set_extra_state:[841,0,1,""],share_memory:[841,0,1,""],state_dict:[841,0,1,""],to:[841,0,1,""],to_empty:[841,0,1,""],train:[841,0,1,""],type:[841,0,1,""],xpu:[841,0,1,""],zero_grad:[841,0,1,""]},"torch.linalg":{cholesky:[866,4,1,""],cholesky_ex:[867,4,1,""],cond:[868,4,1,""],det:[869,4,1,""],eig:[870,4,1,""],eigh:[871,4,1,""],eigvals:[872,4,1,""],eigvalsh:[873,4,1,""],householder_product:[874,4,1,""],inv:[875,4,1,""],inv_ex:[876,4,1,""],lstsq:[877,4,1,""],matmul:[878,4,1,""],matrix_norm:[879,4,1,""],matrix_power:[880,4,1,""],matrix_rank:[881,4,1,""],multi_dot:[882,4,1,""],norm:[883,4,1,""],pinv:[884,4,1,""],qr:[885,4,1,""],slogdet:[886,4,1,""],solve:[887,4,1,""],svd:[888,4,1,""],svdvals:[889,4,1,""],tensorinv:[890,4,1,""],tensorsolve:[891,4,1,""],vector_norm:[892,4,1,""]},"torch.multiprocessing":{SpawnContext:[1440,2,1,""],get_all_sharing_strategies:[1440,4,1,""],get_sharing_strategy:[1440,4,1,""],set_sharing_strategy:[1440,4,1,""],spawn:[1440,4,1,""]},"torch.multiprocessing.SpawnContext":{join:[1440,0,1,""]},"torch.nn":{AdaptiveAvgPool1d:[949,2,1,""],AdaptiveAvgPool2d:[950,2,1,""],AdaptiveAvgPool3d:[951,2,1,""],AdaptiveLogSoftmaxWithLoss:[952,2,1,""],AdaptiveMaxPool1d:[953,2,1,""],AdaptiveMaxPool2d:[954,2,1,""],AdaptiveMaxPool3d:[955,2,1,""],AlphaDropout:[956,2,1,""],AvgPool1d:[957,2,1,""],AvgPool2d:[958,2,1,""],AvgPool3d:[959,2,1,""],BCELoss:[960,2,1,""],BCEWithLogitsLoss:[961,2,1,""],BatchNorm1d:[962,2,1,""],BatchNorm2d:[963,2,1,""],BatchNorm3d:[964,2,1,""],Bilinear:[965,2,1,""],CELU:[966,2,1,""],CTCLoss:[967,2,1,""],ChannelShuffle:[968,2,1,""],ConstantPad1d:[969,2,1,""],ConstantPad2d:[970,2,1,""],ConstantPad3d:[971,2,1,""],Conv1d:[972,2,1,""],Conv2d:[973,2,1,""],Conv3d:[974,2,1,""],ConvTranspose1d:[975,2,1,""],ConvTranspose2d:[976,2,1,""],ConvTranspose3d:[977,2,1,""],CosineEmbeddingLoss:[978,2,1,""],CosineSimilarity:[979,2,1,""],CrossEntropyLoss:[980,2,1,""],DataParallel:[981,2,1,""],Dropout2d:[983,2,1,""],Dropout3d:[984,2,1,""],Dropout:[982,2,1,""],ELU:[985,2,1,""],Embedding:[986,2,1,""],EmbeddingBag:[987,2,1,""],FeatureAlphaDropout:[988,2,1,""],Flatten:[989,2,1,""],Fold:[990,2,1,""],FractionalMaxPool2d:[991,2,1,""],FractionalMaxPool3d:[992,2,1,""],GELU:[993,2,1,""],GLU:[994,2,1,""],GRU:[995,2,1,""],GRUCell:[996,2,1,""],GaussianNLLLoss:[997,2,1,""],GroupNorm:[998,2,1,""],Hardshrink:[999,2,1,""],Hardsigmoid:[1000,2,1,""],Hardswish:[1001,2,1,""],Hardtanh:[1002,2,1,""],HingeEmbeddingLoss:[1003,2,1,""],HuberLoss:[1004,2,1,""],Identity:[1005,2,1,""],InstanceNorm1d:[1006,2,1,""],InstanceNorm2d:[1007,2,1,""],InstanceNorm3d:[1008,2,1,""],KLDivLoss:[1009,2,1,""],L1Loss:[1010,2,1,""],LPPool1d:[1011,2,1,""],LPPool2d:[1012,2,1,""],LSTM:[1013,2,1,""],LSTMCell:[1014,2,1,""],LayerNorm:[1015,2,1,""],LazyBatchNorm1d:[1016,2,1,""],LazyBatchNorm2d:[1017,2,1,""],LazyBatchNorm3d:[1018,2,1,""],LazyConv1d:[1019,2,1,""],LazyConv2d:[1020,2,1,""],LazyConv3d:[1021,2,1,""],LazyConvTranspose1d:[1022,2,1,""],LazyConvTranspose2d:[1023,2,1,""],LazyConvTranspose3d:[1024,2,1,""],LazyInstanceNorm1d:[1025,2,1,""],LazyInstanceNorm2d:[1026,2,1,""],LazyInstanceNorm3d:[1027,2,1,""],LazyLinear:[1028,2,1,""],LeakyReLU:[1029,2,1,""],Linear:[1030,2,1,""],LocalResponseNorm:[1031,2,1,""],LogSigmoid:[1032,2,1,""],LogSoftmax:[1033,2,1,""],MSELoss:[1034,2,1,""],MarginRankingLoss:[1035,2,1,""],MaxPool1d:[1036,2,1,""],MaxPool2d:[1037,2,1,""],MaxPool3d:[1038,2,1,""],MaxUnpool1d:[1039,2,1,""],MaxUnpool2d:[1040,2,1,""],MaxUnpool3d:[1041,2,1,""],Mish:[1042,2,1,""],Module:[1043,2,1,""],ModuleDict:[1044,2,1,""],ModuleList:[1045,2,1,""],MultiLabelMarginLoss:[1046,2,1,""],MultiLabelSoftMarginLoss:[1047,2,1,""],MultiMarginLoss:[1048,2,1,""],MultiheadAttention:[1049,2,1,""],NLLLoss:[1050,2,1,""],PReLU:[1051,2,1,""],PairwiseDistance:[1052,2,1,""],ParameterDict:[1053,2,1,""],ParameterList:[1054,2,1,""],PixelShuffle:[1055,2,1,""],PixelUnshuffle:[1056,2,1,""],PoissonNLLLoss:[1057,2,1,""],RNN:[1058,2,1,""],RNNBase:[1059,2,1,""],RNNCell:[1060,2,1,""],RReLU:[1061,2,1,""],ReLU6:[1063,2,1,""],ReLU:[1062,2,1,""],ReflectionPad1d:[1064,2,1,""],ReflectionPad2d:[1065,2,1,""],ReflectionPad3d:[1066,2,1,""],ReplicationPad1d:[1067,2,1,""],ReplicationPad2d:[1068,2,1,""],ReplicationPad3d:[1069,2,1,""],SELU:[1070,2,1,""],Sequential:[1071,2,1,""],SiLU:[1072,2,1,""],Sigmoid:[1073,2,1,""],SmoothL1Loss:[1074,2,1,""],SoftMarginLoss:[1075,2,1,""],Softmax2d:[1077,2,1,""],Softmax:[1076,2,1,""],Softmin:[1078,2,1,""],Softplus:[1079,2,1,""],Softshrink:[1080,2,1,""],Softsign:[1081,2,1,""],SyncBatchNorm:[1082,2,1,""],Tanh:[1083,2,1,""],Tanhshrink:[1084,2,1,""],Threshold:[1085,2,1,""],Transformer:[1086,2,1,""],TransformerDecoder:[1087,2,1,""],TransformerDecoderLayer:[1088,2,1,""],TransformerEncoder:[1089,2,1,""],TransformerEncoderLayer:[1090,2,1,""],TripletMarginLoss:[1091,2,1,""],TripletMarginWithDistanceLoss:[1092,2,1,""],Unflatten:[1093,2,1,""],Unfold:[1094,2,1,""],Upsample:[1095,2,1,""],UpsamplingBilinear2d:[1096,2,1,""],UpsamplingNearest2d:[1097,2,1,""],ZeroPad2d:[1098,2,1,""],intrinsic:[1482,3,0,"-"],qat:[1485,3,0,"-"],quantized:[1486,3,0,"-"]},"torch.nn.AdaptiveLogSoftmaxWithLoss":{log_prob:[952,0,1,""],predict:[952,0,1,""]},"torch.nn.Embedding":{from_pretrained:[986,0,1,""]},"torch.nn.EmbeddingBag":{forward:[987,0,1,""],from_pretrained:[987,0,1,""]},"torch.nn.LazyBatchNorm1d":{cls_to_become:[1016,1,1,""]},"torch.nn.LazyBatchNorm2d":{cls_to_become:[1017,1,1,""]},"torch.nn.LazyBatchNorm3d":{cls_to_become:[1018,1,1,""]},"torch.nn.LazyConv1d":{cls_to_become:[1019,1,1,""]},"torch.nn.LazyConv2d":{cls_to_become:[1020,1,1,""]},"torch.nn.LazyConv3d":{cls_to_become:[1021,1,1,""]},"torch.nn.LazyConvTranspose1d":{cls_to_become:[1022,1,1,""]},"torch.nn.LazyConvTranspose2d":{cls_to_become:[1023,1,1,""]},"torch.nn.LazyConvTranspose3d":{cls_to_become:[1024,1,1,""]},"torch.nn.LazyInstanceNorm1d":{cls_to_become:[1025,1,1,""]},"torch.nn.LazyInstanceNorm2d":{cls_to_become:[1026,1,1,""]},"torch.nn.LazyInstanceNorm3d":{cls_to_become:[1027,1,1,""]},"torch.nn.LazyLinear":{cls_to_become:[1028,1,1,""]},"torch.nn.Module":{"double":[1043,0,1,""],"float":[1043,0,1,""],add_module:[1043,0,1,""],apply:[1043,0,1,""],bfloat16:[1043,0,1,""],buffers:[1043,0,1,""],children:[1043,0,1,""],cpu:[1043,0,1,""],cuda:[1043,0,1,""],dump_patches:[1043,1,1,""],eval:[1043,0,1,""],extra_repr:[1043,0,1,""],forward:[1043,0,1,""],get_buffer:[1043,0,1,""],get_extra_state:[1043,0,1,""],get_parameter:[1043,0,1,""],get_submodule:[1043,0,1,""],half:[1043,0,1,""],load_state_dict:[1043,0,1,""],modules:[1043,0,1,""],named_buffers:[1043,0,1,""],named_children:[1043,0,1,""],named_modules:[1043,0,1,""],named_parameters:[1043,0,1,""],parameters:[1043,0,1,""],register_backward_hook:[1043,0,1,""],register_buffer:[1043,0,1,""],register_forward_hook:[1043,0,1,""],register_forward_pre_hook:[1043,0,1,""],register_full_backward_hook:[1043,0,1,""],register_parameter:[1043,0,1,""],requires_grad_:[1043,0,1,""],set_extra_state:[1043,0,1,""],share_memory:[1043,0,1,""],state_dict:[1043,0,1,""],to:[1043,0,1,""],to_empty:[1043,0,1,""],train:[1043,0,1,""],type:[1043,0,1,""],xpu:[1043,0,1,""],zero_grad:[1043,0,1,""]},"torch.nn.ModuleDict":{clear:[1044,0,1,""],items:[1044,0,1,""],keys:[1044,0,1,""],pop:[1044,0,1,""],update:[1044,0,1,""],values:[1044,0,1,""]},"torch.nn.ModuleList":{append:[1045,0,1,""],extend:[1045,0,1,""],insert:[1045,0,1,""]},"torch.nn.MultiheadAttention":{forward:[1049,0,1,""]},"torch.nn.ParameterDict":{clear:[1053,0,1,""],items:[1053,0,1,""],keys:[1053,0,1,""],pop:[1053,0,1,""],update:[1053,0,1,""],values:[1053,0,1,""]},"torch.nn.ParameterList":{append:[1054,0,1,""],extend:[1054,0,1,""]},"torch.nn.RNNBase":{flatten_parameters:[1059,0,1,""]},"torch.nn.SyncBatchNorm":{convert_sync_batchnorm:[1082,0,1,""]},"torch.nn.Transformer":{forward:[1086,0,1,""],generate_square_subsequent_mask:[1086,0,1,""]},"torch.nn.TransformerDecoder":{forward:[1087,0,1,""]},"torch.nn.TransformerDecoderLayer":{forward:[1088,0,1,""]},"torch.nn.TransformerEncoder":{forward:[1089,0,1,""]},"torch.nn.TransformerEncoderLayer":{forward:[1090,0,1,""]},"torch.nn.Unflatten":{NamedShape:[1093,1,1,""]},"torch.nn.functional":{adaptive_avg_pool1d:[1099,4,1,""],adaptive_avg_pool2d:[1100,4,1,""],adaptive_avg_pool3d:[1101,4,1,""],adaptive_max_pool1d:[1102,4,1,""],adaptive_max_pool2d:[1103,4,1,""],adaptive_max_pool3d:[1104,4,1,""],affine_grid:[1105,4,1,""],alpha_dropout:[1106,4,1,""],avg_pool1d:[1107,4,1,""],avg_pool2d:[1108,4,1,""],avg_pool3d:[1109,4,1,""],batch_norm:[1110,4,1,""],bilinear:[1111,4,1,""],binary_cross_entropy:[1112,4,1,""],binary_cross_entropy_with_logits:[1113,4,1,""],celu:[1114,4,1,""],conv1d:[1115,4,1,""],conv2d:[1116,4,1,""],conv3d:[1117,4,1,""],conv_transpose1d:[1118,4,1,""],conv_transpose2d:[1119,4,1,""],conv_transpose3d:[1120,4,1,""],cosine_embedding_loss:[1121,4,1,""],cosine_similarity:[1122,4,1,""],cross_entropy:[1123,4,1,""],ctc_loss:[1124,4,1,""],dropout2d:[1126,4,1,""],dropout3d:[1127,4,1,""],dropout:[1125,4,1,""],elu:[1128,4,1,""],elu_:[1129,4,1,""],embedding:[1130,4,1,""],embedding_bag:[1131,4,1,""],feature_alpha_dropout:[1132,4,1,""],fold:[1133,4,1,""],fractional_max_pool2d:[1134,4,1,""],fractional_max_pool3d:[1135,4,1,""],gaussian_nll_loss:[1136,4,1,""],gelu:[1137,4,1,""],glu:[1138,4,1,""],grid_sample:[1139,4,1,""],group_norm:[1140,4,1,""],gumbel_softmax:[1141,4,1,""],hardshrink:[1142,4,1,""],hardsigmoid:[1143,4,1,""],hardswish:[1144,4,1,""],hardtanh:[1145,4,1,""],hardtanh_:[1146,4,1,""],hinge_embedding_loss:[1147,4,1,""],huber_loss:[1148,4,1,""],instance_norm:[1149,4,1,""],interpolate:[1150,4,1,""],kl_div:[1151,4,1,""],l1_loss:[1152,4,1,""],layer_norm:[1153,4,1,""],leaky_relu:[1154,4,1,""],leaky_relu_:[1155,4,1,""],linear:[1156,4,1,""],local_response_norm:[1157,4,1,""],log_softmax:[1158,4,1,""],logsigmoid:[1159,4,1,""],lp_pool1d:[1160,4,1,""],lp_pool2d:[1161,4,1,""],margin_ranking_loss:[1162,4,1,""],max_pool1d:[1163,4,1,""],max_pool2d:[1164,4,1,""],max_pool3d:[1165,4,1,""],max_unpool1d:[1166,4,1,""],max_unpool2d:[1167,4,1,""],max_unpool3d:[1168,4,1,""],mish:[1169,4,1,""],mse_loss:[1170,4,1,""],multi_margin_loss:[1171,4,1,""],multilabel_margin_loss:[1172,4,1,""],multilabel_soft_margin_loss:[1173,4,1,""],nll_loss:[1174,4,1,""],normalize:[1175,4,1,""],one_hot:[1176,4,1,""],pad:[1177,4,1,""],pairwise_distance:[1178,4,1,""],pdist:[1179,4,1,""],pixel_shuffle:[1180,4,1,""],pixel_unshuffle:[1181,4,1,""],poisson_nll_loss:[1182,4,1,""],prelu:[1183,4,1,""],relu6:[1185,4,1,""],relu:[1184,4,1,""],relu_:[1186,4,1,""],rrelu:[1187,4,1,""],rrelu_:[1188,4,1,""],selu:[1189,4,1,""],sigmoid:[1190,4,1,""],silu:[1191,4,1,""],smooth_l1_loss:[1192,4,1,""],soft_margin_loss:[1193,4,1,""],softmax:[1194,4,1,""],softmin:[1195,4,1,""],softplus:[1196,4,1,""],softshrink:[1197,4,1,""],softsign:[1198,4,1,""],tanh:[1199,4,1,""],tanhshrink:[1200,4,1,""],threshold:[1201,4,1,""],threshold_:[1202,4,1,""],triplet_margin_loss:[1204,4,1,""],triplet_margin_with_distance_loss:[1205,4,1,""],unfold:[1206,4,1,""],upsample:[1207,4,1,""],upsample_bilinear:[1208,4,1,""],upsample_nearest:[1209,4,1,""]},"torch.nn.init":{calculate_gain:[1445,4,1,""],constant_:[1445,4,1,""],dirac_:[1445,4,1,""],eye_:[1445,4,1,""],kaiming_normal_:[1445,4,1,""],kaiming_uniform_:[1445,4,1,""],normal_:[1445,4,1,""],ones_:[1445,4,1,""],orthogonal_:[1445,4,1,""],sparse_:[1445,4,1,""],uniform_:[1445,4,1,""],xavier_normal_:[1445,4,1,""],xavier_uniform_:[1445,4,1,""],zeros_:[1445,4,1,""]},"torch.nn.intrinsic":{ConvBn1d:[1482,2,1,""],ConvBn2d:[1482,2,1,""],ConvBn3d:[1482,2,1,""],ConvBnReLU1d:[1482,2,1,""],ConvBnReLU2d:[1482,2,1,""],ConvBnReLU3d:[1482,2,1,""],ConvReLU1d:[1482,2,1,""],ConvReLU2d:[1482,2,1,""],ConvReLU3d:[1482,2,1,""],qat:[1483,3,0,"-"],quantized:[1484,3,0,"-"]},"torch.nn.intrinsic.qat":{ConvBn2d:[1483,2,1,""],ConvBn3d:[1483,2,1,""],ConvBnReLU2d:[1483,2,1,""],ConvBnReLU3d:[1483,2,1,""],ConvReLU2d:[1483,2,1,""],ConvReLU3d:[1483,2,1,""],LinearReLU:[1483,2,1,""]},"torch.nn.intrinsic.quantized":{ConvReLU2d:[1484,2,1,""],ConvReLU3d:[1484,2,1,""],LinearReLU:[1484,2,1,""]},"torch.nn.modules.lazy":{LazyModuleMixin:[1210,2,1,""]},"torch.nn.modules.lazy.LazyModuleMixin":{has_uninitialized_params:[1210,0,1,""],initialize_parameters:[1210,0,1,""]},"torch.nn.modules.module":{register_module_backward_hook:[1211,4,1,""],register_module_forward_hook:[1212,4,1,""],register_module_forward_pre_hook:[1213,4,1,""],register_module_full_backward_hook:[1214,4,1,""]},"torch.nn.parallel":{DistributedDataParallel:[1215,2,1,""],data_parallel:[1203,4,1,""]},"torch.nn.parallel.DistributedDataParallel":{join:[1215,0,1,""],join_hook:[1215,0,1,""],no_sync:[1215,0,1,""],register_comm_hook:[1215,0,1,""]},"torch.nn.parameter":{Parameter:[1216,2,1,""],UninitializedBuffer:[1217,2,1,""],UninitializedParameter:[1218,2,1,""]},"torch.nn.parameter.UninitializedParameter":{cls_to_become:[1218,1,1,""]},"torch.nn.qat":{Conv2d:[1485,2,1,""],Linear:[1485,2,1,""]},"torch.nn.qat.Conv2d":{from_float:[1485,0,1,""]},"torch.nn.qat.Linear":{from_float:[1485,0,1,""]},"torch.nn.quantized":{BatchNorm2d:[1486,2,1,""],BatchNorm3d:[1486,2,1,""],Conv1d:[1486,2,1,""],Conv2d:[1486,2,1,""],Conv3d:[1486,2,1,""],DeQuantize:[1486,2,1,""],ELU:[1486,2,1,""],Embedding:[1486,2,1,""],EmbeddingBag:[1486,2,1,""],FloatFunctional:[1486,2,1,""],GroupNorm:[1486,2,1,""],Hardswish:[1486,2,1,""],InstanceNorm1d:[1486,2,1,""],InstanceNorm2d:[1486,2,1,""],InstanceNorm3d:[1486,2,1,""],LayerNorm:[1486,2,1,""],Linear:[1486,2,1,""],QFunctional:[1486,2,1,""],Quantize:[1486,2,1,""],ReLU6:[1486,2,1,""],dynamic:[1487,3,0,"-"],functional:[1486,3,0,"-"]},"torch.nn.quantized.Conv1d":{from_float:[1486,0,1,""]},"torch.nn.quantized.Conv2d":{from_float:[1486,0,1,""]},"torch.nn.quantized.Conv3d":{from_float:[1486,0,1,""]},"torch.nn.quantized.Embedding":{from_float:[1486,0,1,""]},"torch.nn.quantized.EmbeddingBag":{from_float:[1486,0,1,""]},"torch.nn.quantized.Linear":{from_float:[1486,0,1,""]},"torch.nn.quantized.dynamic":{GRUCell:[1487,2,1,""],LSTM:[1487,2,1,""],LSTMCell:[1487,2,1,""],Linear:[1487,2,1,""],RNNCell:[1487,2,1,""]},"torch.nn.quantized.dynamic.Linear":{from_float:[1487,0,1,""]},"torch.nn.quantized.functional":{adaptive_avg_pool2d:[1486,4,1,""],avg_pool2d:[1486,4,1,""],conv1d:[1486,4,1,""],conv2d:[1486,4,1,""],conv3d:[1486,4,1,""],hardswish:[1486,4,1,""],interpolate:[1486,4,1,""],linear:[1486,4,1,""],max_pool2d:[1486,4,1,""],upsample:[1486,4,1,""],upsample_bilinear:[1486,4,1,""],upsample_nearest:[1486,4,1,""]},"torch.nn.utils":{clip_grad_norm_:[1219,4,1,""],clip_grad_value_:[1220,4,1,""],parameters_to_vector:[1221,4,1,""],remove_spectral_norm:[1246,4,1,""],remove_weight_norm:[1247,4,1,""],skip_init:[1253,4,1,""],spectral_norm:[1254,4,1,""],vector_to_parameters:[1255,4,1,""],weight_norm:[1256,4,1,""]},"torch.nn.utils.parametrizations":{orthogonal:[1222,4,1,""],spectral_norm:[1223,4,1,""]},"torch.nn.utils.parametrize":{ParametrizationList:[1224,2,1,""],cached:[1225,4,1,""],is_parametrized:[1226,4,1,""],register_parametrization:[1227,4,1,""],remove_parametrizations:[1228,4,1,""]},"torch.nn.utils.parametrize.ParametrizationList":{right_inverse:[1224,0,1,""]},"torch.nn.utils.prune":{BasePruningMethod:[1229,2,1,""],CustomFromMask:[1230,2,1,""],Identity:[1231,2,1,""],L1Unstructured:[1232,2,1,""],LnStructured:[1233,2,1,""],PruningContainer:[1234,2,1,""],RandomStructured:[1235,2,1,""],RandomUnstructured:[1236,2,1,""],custom_from_mask:[1237,4,1,""],global_unstructured:[1238,4,1,""],identity:[1239,4,1,""],is_pruned:[1240,4,1,""],l1_unstructured:[1241,4,1,""],ln_structured:[1242,4,1,""],random_structured:[1243,4,1,""],random_unstructured:[1244,4,1,""],remove:[1245,4,1,""]},"torch.nn.utils.prune.BasePruningMethod":{apply:[1229,0,1,""],apply_mask:[1229,0,1,""],compute_mask:[1229,0,1,""],prune:[1229,0,1,""],remove:[1229,0,1,""]},"torch.nn.utils.prune.CustomFromMask":{apply:[1230,0,1,""],apply_mask:[1230,0,1,""],prune:[1230,0,1,""],remove:[1230,0,1,""]},"torch.nn.utils.prune.Identity":{apply:[1231,0,1,""],apply_mask:[1231,0,1,""],prune:[1231,0,1,""],remove:[1231,0,1,""]},"torch.nn.utils.prune.L1Unstructured":{apply:[1232,0,1,""],apply_mask:[1232,0,1,""],prune:[1232,0,1,""],remove:[1232,0,1,""]},"torch.nn.utils.prune.LnStructured":{apply:[1233,0,1,""],apply_mask:[1233,0,1,""],compute_mask:[1233,0,1,""],prune:[1233,0,1,""],remove:[1233,0,1,""]},"torch.nn.utils.prune.PruningContainer":{add_pruning_method:[1234,0,1,""],apply:[1234,0,1,""],apply_mask:[1234,0,1,""],compute_mask:[1234,0,1,""],prune:[1234,0,1,""],remove:[1234,0,1,""]},"torch.nn.utils.prune.RandomStructured":{apply:[1235,0,1,""],apply_mask:[1235,0,1,""],compute_mask:[1235,0,1,""],prune:[1235,0,1,""],remove:[1235,0,1,""]},"torch.nn.utils.prune.RandomUnstructured":{apply:[1236,0,1,""],apply_mask:[1236,0,1,""],prune:[1236,0,1,""],remove:[1236,0,1,""]},"torch.nn.utils.rnn":{PackedSequence:[1248,2,1,""],pack_padded_sequence:[1249,4,1,""],pack_sequence:[1250,4,1,""],pad_packed_sequence:[1251,4,1,""],pad_sequence:[1252,4,1,""]},"torch.nn.utils.rnn.PackedSequence":{batch_sizes:[1248,0,1,""],count:[1248,0,1,""],data:[1248,0,1,""],index:[1248,0,1,""],is_cuda:[1248,0,1,""],is_pinned:[1248,0,1,""],sorted_indices:[1248,0,1,""],to:[1248,0,1,""],unsorted_indices:[1248,0,1,""]},"torch.onnx":{"export":[1462,4,1,""],export_to_pretty_string:[1462,4,1,""],is_in_onnx_export:[1462,4,1,""],register_custom_op_symbolic:[1462,4,1,""],select_model_mode_for_export:[1462,4,1,""]},"torch.optim":{ASGD:[1265,2,1,""],Adadelta:[1266,2,1,""],Adagrad:[1267,2,1,""],Adam:[1268,2,1,""],AdamW:[1269,2,1,""],Adamax:[1270,2,1,""],LBFGS:[1271,2,1,""],NAdam:[1272,2,1,""],Optimizer:[1463,2,1,""],RAdam:[1278,2,1,""],RMSprop:[1279,2,1,""],Rprop:[1280,2,1,""],SGD:[1281,2,1,""],SparseAdam:[1282,2,1,""]},"torch.optim.ASGD":{add_param_group:[1265,0,1,""],load_state_dict:[1265,0,1,""],state_dict:[1265,0,1,""],step:[1265,0,1,""],zero_grad:[1265,0,1,""]},"torch.optim.Adadelta":{add_param_group:[1266,0,1,""],load_state_dict:[1266,0,1,""],state_dict:[1266,0,1,""],step:[1266,0,1,""],zero_grad:[1266,0,1,""]},"torch.optim.Adagrad":{add_param_group:[1267,0,1,""],load_state_dict:[1267,0,1,""],state_dict:[1267,0,1,""],step:[1267,0,1,""],zero_grad:[1267,0,1,""]},"torch.optim.Adam":{add_param_group:[1268,0,1,""],load_state_dict:[1268,0,1,""],state_dict:[1268,0,1,""],step:[1268,0,1,""],zero_grad:[1268,0,1,""]},"torch.optim.AdamW":{add_param_group:[1269,0,1,""],load_state_dict:[1269,0,1,""],state_dict:[1269,0,1,""],step:[1269,0,1,""],zero_grad:[1269,0,1,""]},"torch.optim.Adamax":{add_param_group:[1270,0,1,""],load_state_dict:[1270,0,1,""],state_dict:[1270,0,1,""],step:[1270,0,1,""],zero_grad:[1270,0,1,""]},"torch.optim.LBFGS":{add_param_group:[1271,0,1,""],load_state_dict:[1271,0,1,""],state_dict:[1271,0,1,""],step:[1271,0,1,""],zero_grad:[1271,0,1,""]},"torch.optim.NAdam":{add_param_group:[1272,0,1,""],load_state_dict:[1272,0,1,""],state_dict:[1272,0,1,""],step:[1272,0,1,""],zero_grad:[1272,0,1,""]},"torch.optim.Optimizer":{add_param_group:[1273,0,1,""],load_state_dict:[1274,0,1,""],state_dict:[1275,0,1,""],step:[1276,0,1,""],zero_grad:[1277,0,1,""]},"torch.optim.RAdam":{add_param_group:[1278,0,1,""],load_state_dict:[1278,0,1,""],state_dict:[1278,0,1,""],step:[1278,0,1,""],zero_grad:[1278,0,1,""]},"torch.optim.RMSprop":{add_param_group:[1279,0,1,""],load_state_dict:[1279,0,1,""],state_dict:[1279,0,1,""],step:[1279,0,1,""],zero_grad:[1279,0,1,""]},"torch.optim.Rprop":{add_param_group:[1280,0,1,""],load_state_dict:[1280,0,1,""],state_dict:[1280,0,1,""],step:[1280,0,1,""],zero_grad:[1280,0,1,""]},"torch.optim.SGD":{add_param_group:[1281,0,1,""],load_state_dict:[1281,0,1,""],state_dict:[1281,0,1,""],step:[1281,0,1,""],zero_grad:[1281,0,1,""]},"torch.optim.SparseAdam":{add_param_group:[1282,0,1,""],load_state_dict:[1282,0,1,""],state_dict:[1282,0,1,""],step:[1282,0,1,""],zero_grad:[1282,0,1,""]},"torch.optim.lr_scheduler":{ChainedScheduler:[1283,2,1,""],ConstantLR:[1284,2,1,""],CosineAnnealingLR:[1285,2,1,""],CosineAnnealingWarmRestarts:[1286,2,1,""],CyclicLR:[1287,2,1,""],ExponentialLR:[1288,2,1,""],LambdaLR:[1289,2,1,""],LinearLR:[1290,2,1,""],MultiStepLR:[1291,2,1,""],MultiplicativeLR:[1292,2,1,""],OneCycleLR:[1293,2,1,""],ReduceLROnPlateau:[1294,2,1,""],SequentialLR:[1295,2,1,""],StepLR:[1296,2,1,""]},"torch.optim.lr_scheduler.ChainedScheduler":{get_last_lr:[1283,0,1,""],load_state_dict:[1283,0,1,""],print_lr:[1283,0,1,""],state_dict:[1283,0,1,""]},"torch.optim.lr_scheduler.ConstantLR":{get_last_lr:[1284,0,1,""],load_state_dict:[1284,0,1,""],print_lr:[1284,0,1,""],state_dict:[1284,0,1,""]},"torch.optim.lr_scheduler.CosineAnnealingLR":{get_last_lr:[1285,0,1,""],load_state_dict:[1285,0,1,""],print_lr:[1285,0,1,""],state_dict:[1285,0,1,""]},"torch.optim.lr_scheduler.CosineAnnealingWarmRestarts":{get_last_lr:[1286,0,1,""],load_state_dict:[1286,0,1,""],print_lr:[1286,0,1,""],state_dict:[1286,0,1,""],step:[1286,0,1,""]},"torch.optim.lr_scheduler.CyclicLR":{get_last_lr:[1287,0,1,""],get_lr:[1287,0,1,""],load_state_dict:[1287,0,1,""],print_lr:[1287,0,1,""],state_dict:[1287,0,1,""]},"torch.optim.lr_scheduler.ExponentialLR":{get_last_lr:[1288,0,1,""],load_state_dict:[1288,0,1,""],print_lr:[1288,0,1,""],state_dict:[1288,0,1,""]},"torch.optim.lr_scheduler.LambdaLR":{get_last_lr:[1289,0,1,""],load_state_dict:[1289,0,1,""],print_lr:[1289,0,1,""],state_dict:[1289,0,1,""]},"torch.optim.lr_scheduler.LinearLR":{get_last_lr:[1290,0,1,""],load_state_dict:[1290,0,1,""],print_lr:[1290,0,1,""],state_dict:[1290,0,1,""]},"torch.optim.lr_scheduler.MultiStepLR":{get_last_lr:[1291,0,1,""],load_state_dict:[1291,0,1,""],print_lr:[1291,0,1,""],state_dict:[1291,0,1,""]},"torch.optim.lr_scheduler.MultiplicativeLR":{get_last_lr:[1292,0,1,""],load_state_dict:[1292,0,1,""],print_lr:[1292,0,1,""],state_dict:[1292,0,1,""]},"torch.optim.lr_scheduler.OneCycleLR":{get_last_lr:[1293,0,1,""],load_state_dict:[1293,0,1,""],print_lr:[1293,0,1,""],state_dict:[1293,0,1,""]},"torch.optim.lr_scheduler.SequentialLR":{get_last_lr:[1295,0,1,""],load_state_dict:[1295,0,1,""],print_lr:[1295,0,1,""],state_dict:[1295,0,1,""]},"torch.optim.lr_scheduler.StepLR":{get_last_lr:[1296,0,1,""],load_state_dict:[1296,0,1,""],print_lr:[1296,0,1,""],state_dict:[1296,0,1,""]},"torch.overrides":{get_ignored_functions:[1488,4,1,""],get_overridable_functions:[1488,4,1,""],get_testing_overrides:[1488,4,1,""],handle_torch_function:[1488,4,1,""],has_torch_function:[1488,4,1,""],is_tensor_like:[1488,4,1,""],is_tensor_method_or_property:[1488,4,1,""],wrap_torch_function:[1488,4,1,""]},"torch.package":{Directory:[1464,2,1,""],EmptyMatchError:[1464,2,1,""],PackageExporter:[1464,2,1,""],PackageImporter:[1464,2,1,""],PackagingError:[1464,2,1,""]},"torch.package.Directory":{has_file:[1464,0,1,""]},"torch.package.PackageExporter":{__init__:[1464,0,1,""],add_dependency:[1464,0,1,""],close:[1464,0,1,""],denied_modules:[1464,0,1,""],deny:[1464,0,1,""],dependency_graph_string:[1464,0,1,""],extern:[1464,0,1,""],externed_modules:[1464,0,1,""],get_rdeps:[1464,0,1,""],get_unique_id:[1464,0,1,""],intern:[1464,0,1,""],interned_modules:[1464,0,1,""],mock:[1464,0,1,""],mocked_modules:[1464,0,1,""],register_extern_hook:[1464,0,1,""],register_intern_hook:[1464,0,1,""],register_mock_hook:[1464,0,1,""],save_binary:[1464,0,1,""],save_module:[1464,0,1,""],save_pickle:[1464,0,1,""],save_source_file:[1464,0,1,""],save_source_string:[1464,0,1,""],save_text:[1464,0,1,""]},"torch.package.PackageImporter":{__init__:[1464,0,1,""],file_structure:[1464,0,1,""],id:[1464,0,1,""],import_module:[1464,0,1,""],load_binary:[1464,0,1,""],load_pickle:[1464,0,1,""],load_text:[1464,0,1,""]},"torch.profiler":{ProfilerAction:[1466,2,1,""],ProfilerActivity:[1466,2,1,""],profile:[1466,2,1,""],schedule:[1466,4,1,""],tensorboard_trace_handler:[1466,4,1,""]},"torch.profiler.ProfilerActivity":{name:[1466,0,1,""]},"torch.profiler.profile":{add_metadata:[1466,0,1,""],add_metadata_json:[1466,0,1,""],events:[1466,0,1,""],export_chrome_trace:[1466,0,1,""],export_stacks:[1466,0,1,""],key_averages:[1466,0,1,""],step:[1466,0,1,""]},"torch.quantization":{DeQuantStub:[1489,2,1,""],FakeQuantize:[1489,2,1,""],HistogramObserver:[1489,2,1,""],MinMaxObserver:[1489,2,1,""],MovingAverageMinMaxObserver:[1489,2,1,""],MovingAveragePerChannelMinMaxObserver:[1489,2,1,""],NoopObserver:[1489,2,1,""],ObserverBase:[1489,2,1,""],PerChannelMinMaxObserver:[1489,2,1,""],QConfig:[1489,2,1,""],QConfigDynamic:[1489,2,1,""],QuantStub:[1489,2,1,""],QuantWrapper:[1489,2,1,""],RecordingObserver:[1489,2,1,""],add_observer_:[1489,4,1,""],add_quant_dequant:[1489,4,1,""],convert:[1489,4,1,""],default_eval_fn:[1489,4,1,""],fuse_modules:[1489,4,1,""],get_observer_dict:[1489,4,1,""],prepare:[1489,4,1,""],prepare_qat:[1489,4,1,""],propagate_qconfig_:[1489,4,1,""],quantize:[1489,4,1,""],quantize_dynamic:[1489,4,1,""],quantize_qat:[1489,4,1,""],swap_module:[1489,4,1,""]},"torch.quantization.ObserverBase":{with_args:[1489,0,1,""],with_callable_args:[1489,0,1,""]},"torch.quasirandom":{SobolEngine:[1317,2,1,""]},"torch.quasirandom.SobolEngine":{draw:[1317,0,1,""],draw_base2:[1317,0,1,""],fast_forward:[1317,0,1,""],reset:[1317,0,1,""]},"torch.random":{fork_rng:[1469,4,1,""],get_rng_state:[1469,4,1,""],initial_seed:[1469,4,1,""],manual_seed:[1469,4,1,""],seed:[1469,4,1,""],set_rng_state:[1469,4,1,""]},"torch.sparse":{addmm:[1367,4,1,""],log_softmax:[1368,4,1,""],mm:[1369,4,1,""],softmax:[1370,4,1,""],sum:[1371,4,1,""]},"torch.special":{digamma:[1474,4,1,""],entr:[1474,4,1,""],erf:[1474,4,1,""],erfc:[1474,4,1,""],erfcx:[1474,4,1,""],erfinv:[1474,4,1,""],exp2:[1474,4,1,""],expit:[1474,4,1,""],expm1:[1474,4,1,""],gammainc:[1474,4,1,""],gammaincc:[1474,4,1,""],gammaln:[1474,4,1,""],i0:[1474,4,1,""],i0e:[1474,4,1,""],i1:[1474,4,1,""],i1e:[1474,4,1,""],log1p:[1474,4,1,""],log_softmax:[1474,4,1,""],logit:[1474,4,1,""],logsumexp:[1474,4,1,""],multigammaln:[1474,4,1,""],ndtr:[1474,4,1,""],ndtri:[1474,4,1,""],polygamma:[1474,4,1,""],psi:[1474,4,1,""],round:[1474,4,1,""],sinc:[1474,4,1,""],xlog1py:[1474,4,1,""],xlogy:[1474,4,1,""],zeta:[1474,4,1,""]},"torch.testing":{assert_close:[1480,4,1,""],make_tensor:[1480,4,1,""]},"torch.torch":{default_generator:[1481,1,1,""],device:[1476,2,1,""],dtype:[1476,2,1,""],finfo:[1490,2,1,""],iinfo:[1490,2,1,""],layout:[1476,2,1,""],memory_format:[1476,2,1,""]},"torch.utils":{benchmark:[4,3,0,"-"],data:[16,3,0,"-"],model_zoo:[1439,3,0,"-"]},"torch.utils.benchmark":{CallgrindStats:[4,2,1,""],FunctionCounts:[4,2,1,""],Measurement:[4,2,1,""],Timer:[4,2,1,""]},"torch.utils.benchmark.CallgrindStats":{as_standardized:[4,0,1,""],counts:[4,0,1,""],delta:[4,0,1,""],stats:[4,0,1,""]},"torch.utils.benchmark.FunctionCounts":{denoise:[4,0,1,""],filter:[4,0,1,""],transform:[4,0,1,""]},"torch.utils.benchmark.Measurement":{merge:[4,0,1,""],significant_figures:[4,0,1,""]},"torch.utils.benchmark.Timer":{blocked_autorange:[4,0,1,""],collect_callgrind:[4,0,1,""],timeit:[4,0,1,""]},"torch.utils.checkpoint":{checkpoint:[6,4,1,""],checkpoint_sequential:[6,4,1,""]},"torch.utils.cpp_extension":{BuildExtension:[11,4,1,""],CUDAExtension:[11,4,1,""],CppExtension:[11,4,1,""],check_compiler_abi_compatibility:[11,4,1,""],include_paths:[11,4,1,""],is_ninja_available:[11,4,1,""],load:[11,4,1,""],load_inline:[11,4,1,""],verify_ninja_availability:[11,4,1,""]},"torch.utils.data":{BatchSampler:[16,2,1,""],ChainDataset:[16,2,1,""],ConcatDataset:[16,2,1,""],DataLoader:[16,2,1,""],Dataset:[16,2,1,""],IterableDataset:[16,2,1,""],RandomSampler:[16,2,1,""],Sampler:[16,2,1,""],SequentialSampler:[16,2,1,""],Subset:[16,2,1,""],SubsetRandomSampler:[16,2,1,""],TensorDataset:[16,2,1,""],WeightedRandomSampler:[16,2,1,""],get_worker_info:[16,4,1,""],random_split:[16,4,1,""]},"torch.utils.data.distributed":{DistributedSampler:[16,2,1,""]},"torch.utils.dlpack":{from_dlpack:[23,4,1,""],to_dlpack:[23,4,1,""]},"torch.utils.mobile_optimizer":{optimize_for_mobile:[1438,4,1,""]},"torch.utils.model_zoo":{load_url:[1439,4,1,""]},"torch.utils.tensorboard.writer":{SummaryWriter:[1478,2,1,""]},"torch.utils.tensorboard.writer.SummaryWriter":{__init__:[1478,0,1,""],add_audio:[1478,0,1,""],add_custom_scalars:[1478,0,1,""],add_embedding:[1478,0,1,""],add_figure:[1478,0,1,""],add_graph:[1478,0,1,""],add_histogram:[1478,0,1,""],add_hparams:[1478,0,1,""],add_image:[1478,0,1,""],add_images:[1478,0,1,""],add_mesh:[1478,0,1,""],add_pr_curve:[1478,0,1,""],add_scalar:[1478,0,1,""],add_scalars:[1478,0,1,""],add_text:[1478,0,1,""],add_video:[1478,0,1,""],close:[1478,0,1,""],flush:[1478,0,1,""]},torch:{"var":[1418,4,1,""],BFloat16Storage:[1475,2,1,""],BoolStorage:[1475,2,1,""],ByteStorage:[1475,2,1,""],CharStorage:[1475,2,1,""],ComplexDoubleStorage:[1475,2,1,""],ComplexFloatStorage:[1475,2,1,""],DoubleStorage:[1475,2,1,""],FloatStorage:[1475,2,1,""],Generator:[40,2,1,""],HalfStorage:[1475,2,1,""],IntStorage:[1475,2,1,""],LongStorage:[1475,2,1,""],QInt32Storage:[1475,2,1,""],QInt8Storage:[1475,2,1,""],QUInt4x2Storage:[1475,2,1,""],QUInt8Storage:[1475,2,1,""],ShortStorage:[1475,2,1,""],Tensor:[1479,2,1,""],__config__:[0,3,0,"-"],_assert:[547,4,1,""],abs:[548,4,1,""],absolute:[549,4,1,""],acos:[550,4,1,""],acosh:[551,4,1,""],add:[552,4,1,""],addbmm:[553,4,1,""],addcdiv:[554,4,1,""],addcmul:[555,4,1,""],addmm:[556,4,1,""],addmv:[557,4,1,""],addr:[558,4,1,""],all:[559,4,1,""],allclose:[560,4,1,""],amax:[561,4,1,""],amin:[562,4,1,""],aminmax:[563,4,1,""],angle:[564,4,1,""],any:[565,4,1,""],arange:[566,4,1,""],arccos:[567,4,1,""],arccosh:[568,4,1,""],arcsin:[569,4,1,""],arcsinh:[570,4,1,""],arctan:[571,4,1,""],arctanh:[572,4,1,""],are_deterministic_algorithms_enabled:[573,4,1,""],argmax:[574,4,1,""],argmin:[575,4,1,""],argsort:[576,4,1,""],as_strided:[577,4,1,""],as_tensor:[578,4,1,""],asin:[579,4,1,""],asinh:[580,4,1,""],atan2:[582,4,1,""],atan:[581,4,1,""],atanh:[583,4,1,""],atleast_1d:[584,4,1,""],atleast_2d:[585,4,1,""],atleast_3d:[586,4,1,""],autocast:[1,2,1,""],autograd:[2,3,0,"-"],baddbmm:[612,4,1,""],bartlett_window:[613,4,1,""],bernoulli:[614,4,1,""],bincount:[615,4,1,""],bitwise_and:[616,4,1,""],bitwise_left_shift:[617,4,1,""],bitwise_not:[618,4,1,""],bitwise_or:[619,4,1,""],bitwise_right_shift:[620,4,1,""],bitwise_xor:[621,4,1,""],blackman_window:[622,4,1,""],block_diag:[623,4,1,""],bmm:[624,4,1,""],broadcast_shapes:[625,4,1,""],broadcast_tensors:[626,4,1,""],broadcast_to:[627,4,1,""],bucketize:[628,4,1,""],can_cast:[629,4,1,""],cartesian_prod:[630,4,1,""],cat:[631,4,1,""],cdist:[632,4,1,""],ceil:[633,4,1,""],chain_matmul:[634,4,1,""],cholesky:[635,4,1,""],cholesky_inverse:[636,4,1,""],cholesky_solve:[637,4,1,""],chunk:[638,4,1,""],clamp:[639,4,1,""],clip:[640,4,1,""],clone:[641,4,1,""],column_stack:[642,4,1,""],combinations:[643,4,1,""],compiled_with_cxx11_abi:[644,4,1,""],complex:[645,4,1,""],concat:[646,4,1,""],conj:[647,4,1,""],conj_physical:[648,4,1,""],copysign:[649,4,1,""],corrcoef:[650,4,1,""],cos:[651,4,1,""],cosh:[652,4,1,""],count_nonzero:[653,4,1,""],cov:[654,4,1,""],cross:[655,4,1,""],cuda:[13,3,0,"-"],cummax:[718,4,1,""],cummin:[719,4,1,""],cumprod:[720,4,1,""],cumsum:[721,4,1,""],cumulative_trapezoid:[722,4,1,""],deg2rad:[723,4,1,""],dequantize:[724,4,1,""],det:[725,4,1,""],diag:[726,4,1,""],diag_embed:[727,4,1,""],diagflat:[728,4,1,""],diagonal:[729,4,1,""],diff:[730,4,1,""],digamma:[731,4,1,""],dist:[732,4,1,""],distributed:[18,3,0,"-"],distributions:[22,3,0,"-"],div:[733,4,1,""],divide:[734,4,1,""],dot:[735,4,1,""],dsplit:[736,4,1,""],dstack:[737,4,1,""],eig:[738,4,1,""],einsum:[739,4,1,""],empty:[740,4,1,""],empty_like:[741,4,1,""],empty_strided:[742,4,1,""],enable_grad:[743,2,1,""],eq:[744,4,1,""],equal:[745,4,1,""],erf:[746,4,1,""],erfc:[747,4,1,""],erfinv:[748,4,1,""],exp2:[750,4,1,""],exp:[749,4,1,""],expm1:[751,4,1,""],eye:[752,4,1,""],fake_quantize_per_channel_affine:[753,4,1,""],fake_quantize_per_tensor_affine:[754,4,1,""],fix:[773,4,1,""],flatten:[774,4,1,""],flip:[775,4,1,""],fliplr:[776,4,1,""],flipud:[777,4,1,""],float_power:[778,4,1,""],floor:[779,4,1,""],floor_divide:[780,4,1,""],fmax:[781,4,1,""],fmin:[782,4,1,""],fmod:[783,4,1,""],frac:[784,4,1,""],frexp:[785,4,1,""],from_numpy:[786,4,1,""],frombuffer:[787,4,1,""],full:[788,4,1,""],full_like:[789,4,1,""],futures:[38,3,0,"-"],fx:[39,3,0,"-"],gather:[790,4,1,""],gcd:[791,4,1,""],ge:[792,4,1,""],geqrf:[793,4,1,""],ger:[794,4,1,""],get_default_dtype:[795,4,1,""],get_num_interop_threads:[796,4,1,""],get_num_threads:[797,4,1,""],get_rng_state:[798,4,1,""],gradient:[799,4,1,""],greater:[800,4,1,""],greater_equal:[801,4,1,""],gt:[802,4,1,""],hamming_window:[803,4,1,""],hann_window:[804,4,1,""],heaviside:[805,4,1,""],histc:[806,4,1,""],histogram:[807,4,1,""],hsplit:[808,4,1,""],hspmm:[809,4,1,""],hstack:[810,4,1,""],hub:[1429,3,0,"-"],hypot:[811,4,1,""],i0:[812,4,1,""],igamma:[813,4,1,""],igammac:[814,4,1,""],imag:[815,4,1,""],index_select:[816,4,1,""],inference_mode:[817,2,1,""],initial_seed:[818,4,1,""],inner:[819,4,1,""],inverse:[820,4,1,""],is_complex:[821,4,1,""],is_conj:[822,4,1,""],is_floating_point:[823,4,1,""],is_grad_enabled:[824,4,1,""],is_inference_mode_enabled:[825,4,1,""],is_nonzero:[826,4,1,""],is_storage:[827,4,1,""],is_tensor:[828,4,1,""],is_warn_always_enabled:[829,4,1,""],isclose:[830,4,1,""],isfinite:[831,4,1,""],isin:[832,4,1,""],isinf:[833,4,1,""],isnan:[834,4,1,""],isneginf:[835,4,1,""],isposinf:[836,4,1,""],isreal:[837,4,1,""],istft:[838,4,1,""],jit:[1431,3,0,"-"],kaiser_window:[856,4,1,""],kron:[857,4,1,""],kthvalue:[858,4,1,""],lcm:[859,4,1,""],ldexp:[860,4,1,""],le:[861,4,1,""],lerp:[862,4,1,""],less:[863,4,1,""],less_equal:[864,4,1,""],lgamma:[865,4,1,""],linalg:[1437,3,0,"-"],linspace:[893,4,1,""],load:[894,4,1,""],lobpcg:[895,4,1,""],log10:[897,4,1,""],log1p:[898,4,1,""],log2:[899,4,1,""],log:[896,4,1,""],logaddexp2:[901,4,1,""],logaddexp:[900,4,1,""],logcumsumexp:[902,4,1,""],logdet:[903,4,1,""],logical_and:[904,4,1,""],logical_not:[905,4,1,""],logical_or:[906,4,1,""],logical_xor:[907,4,1,""],logit:[908,4,1,""],logspace:[909,4,1,""],logsumexp:[910,4,1,""],lstsq:[911,4,1,""],lt:[912,4,1,""],lu:[913,4,1,""],lu_solve:[914,4,1,""],lu_unpack:[915,4,1,""],manual_seed:[916,4,1,""],masked_select:[917,4,1,""],matmul:[918,4,1,""],matrix_exp:[919,4,1,""],matrix_power:[920,4,1,""],matrix_rank:[921,4,1,""],max:[922,4,1,""],maximum:[923,4,1,""],mean:[924,4,1,""],median:[925,4,1,""],meshgrid:[926,4,1,""],min:[927,4,1,""],minimum:[928,4,1,""],mm:[929,4,1,""],mode:[930,4,1,""],moveaxis:[931,4,1,""],movedim:[932,4,1,""],msort:[933,4,1,""],mul:[934,4,1,""],multinomial:[935,4,1,""],multiply:[936,4,1,""],multiprocessing:[1440,3,0,"-"],mv:[937,4,1,""],mvlgamma:[938,4,1,""],nan_to_num:[939,4,1,""],nanmean:[940,4,1,""],nanmedian:[941,4,1,""],nanquantile:[942,4,1,""],nansum:[943,4,1,""],narrow:[944,4,1,""],ne:[945,4,1,""],neg:[946,4,1,""],negative:[947,4,1,""],nextafter:[948,4,1,""],no_grad:[1257,2,1,""],nonzero:[1258,4,1,""],norm:[1259,4,1,""],normal:[1260,4,1,""],not_equal:[1261,4,1,""],numel:[1262,4,1,""],ones:[1263,4,1,""],ones_like:[1264,4,1,""],onnx:[1462,3,0,"-"],optim:[1463,3,0,"-"],orgqr:[1297,4,1,""],ormqr:[1298,4,1,""],outer:[1299,4,1,""],pca_lowrank:[1300,4,1,""],permute:[1301,4,1,""],pinverse:[1302,4,1,""],poisson:[1303,4,1,""],polar:[1304,4,1,""],polygamma:[1305,4,1,""],positive:[1306,4,1,""],pow:[1307,4,1,""],prod:[1308,4,1,""],profiler:[1466,3,0,"-"],promote_types:[1309,4,1,""],qr:[1310,4,1,""],quantile:[1311,4,1,""],quantization:[1489,3,0,"-"],quantize_per_channel:[1312,4,1,""],quantize_per_tensor:[1313,4,1,""],quantized_batch_norm:[1314,4,1,""],quantized_max_pool1d:[1315,4,1,""],quantized_max_pool2d:[1316,4,1,""],rad2deg:[1318,4,1,""],rand:[1319,4,1,""],rand_like:[1320,4,1,""],randint:[1321,4,1,""],randint_like:[1322,4,1,""],randn:[1323,4,1,""],randn_like:[1324,4,1,""],random:[1469,3,0,"-"],randperm:[1325,4,1,""],range:[1326,4,1,""],ravel:[1327,4,1,""],real:[1328,4,1,""],reciprocal:[1329,4,1,""],remainder:[1330,4,1,""],renorm:[1331,4,1,""],repeat_interleave:[1332,4,1,""],reshape:[1333,4,1,""],resolve_conj:[1334,4,1,""],resolve_neg:[1335,4,1,""],result_type:[1336,4,1,""],roll:[1337,4,1,""],rot90:[1338,4,1,""],round:[1339,4,1,""],row_stack:[1340,4,1,""],rsqrt:[1341,4,1,""],save:[1342,4,1,""],scatter:[1343,4,1,""],scatter_add:[1344,4,1,""],searchsorted:[1345,4,1,""],seed:[1346,4,1,""],set_default_dtype:[1347,4,1,""],set_default_tensor_type:[1348,4,1,""],set_flush_denormal:[1349,4,1,""],set_grad_enabled:[1350,2,1,""],set_num_interop_threads:[1351,4,1,""],set_num_threads:[1352,4,1,""],set_printoptions:[1353,4,1,""],set_rng_state:[1354,4,1,""],set_warn_always:[1355,4,1,""],sgn:[1356,4,1,""],sigmoid:[1357,4,1,""],sign:[1358,4,1,""],signbit:[1359,4,1,""],sin:[1360,4,1,""],sinc:[1361,4,1,""],sinh:[1362,4,1,""],slogdet:[1363,4,1,""],smm:[1364,4,1,""],solve:[1365,4,1,""],sort:[1366,4,1,""],sparse_coo_tensor:[1372,4,1,""],sparse_csr_tensor:[1373,4,1,""],split:[1374,4,1,""],sqrt:[1375,4,1,""],square:[1376,4,1,""],squeeze:[1377,4,1,""],sspaddmm:[1378,4,1,""],stack:[1379,4,1,""],std:[1380,4,1,""],std_mean:[1381,4,1,""],stft:[1382,4,1,""],sub:[1383,4,1,""],subtract:[1384,4,1,""],sum:[1385,4,1,""],svd:[1386,4,1,""],svd_lowrank:[1387,4,1,""],swapaxes:[1388,4,1,""],swapdims:[1389,4,1,""],symeig:[1390,4,1,""],t:[1391,4,1,""],take:[1392,4,1,""],take_along_dim:[1393,4,1,""],tan:[1394,4,1,""],tanh:[1395,4,1,""],tensor:[1396,4,1,""],tensor_split:[1397,4,1,""],tensordot:[1398,4,1,""],testing:[1480,3,0,"-"],tile:[1399,4,1,""],topk:[1400,4,1,""],trace:[1401,4,1,""],transpose:[1402,4,1,""],trapezoid:[1403,4,1,""],trapz:[1404,4,1,""],triangular_solve:[1405,4,1,""],tril:[1406,4,1,""],tril_indices:[1407,4,1,""],triu:[1408,4,1,""],triu_indices:[1409,4,1,""],true_divide:[1410,4,1,""],trunc:[1411,4,1,""],unbind:[1412,4,1,""],unique:[1413,4,1,""],unique_consecutive:[1414,4,1,""],unsqueeze:[1415,4,1,""],use_deterministic_algorithms:[1416,4,1,""],vander:[1417,4,1,""],var_mean:[1419,4,1,""],vdot:[1420,4,1,""],view_as_complex:[1421,4,1,""],view_as_real:[1422,4,1,""],vsplit:[1423,4,1,""],vstack:[1424,4,1,""],where:[1425,4,1,""],xlogy:[1426,4,1,""],zeros:[1427,4,1,""],zeros_like:[1428,4,1,""]}},objnames:{"0":["py","method","Python method"],"1":["py","attribute","Python attribute"],"2":["py","class","Python class"],"3":["py","module","Python module"],"4":["py","function","Python function"],"5":["std","envvar","environment variable"]},objtypes:{"0":"py:method","1":"py:attribute","2":"py:class","3":"py:module","4":"py:function","5":"std:envvar"},terms:{"000":1473,"0000":[10,22,447,566,595,597,615,635,639,650,720,726,727,728,753,754,757,759,760,764,765,766,771,783,784,785,799,805,811,862,865,866,867,879,883,885,893,909,911,915,919,940,986,987,1095,1096,1098,1130,1131,1223,1259,1304,1310,1315,1316,1317,1326,1330,1331,1349,1356,1358,1405,1406,1408,1425,1450,1473,1474,1479],"00000e":[914,1365],"00001":1314,"000039":1450,"0000e":[381,742,778,900,909,939,1253],"0000j":[760,765,766,866,867,870,871,873,1304,1356],"0001":[720,1031,1157,1265,1294,1432,1463],"0005":[510,1291,1296],"0006":720,"0008":1457,"0009":816,"001":[602,603,848,1268,1269,1278,1282,1451],"0011":1447,"0013":[1457,1474],"0014":720,"0018":1452,"0019":1210,"002":[1270,1272],"0022":1450,"0026":649,"0028":1402,"0030":1457,"0031":1450,"0032":886,"0036":[473,922],"004":1272,"0042":899,"0042e":1210,"0043":1457,"0044":987,"0047":540,"0049":1408,"005":[1290,1291,1296],"0050":1478,"0053":561,"0058":721,"0059":649,"0061":1366,"0062":720,"0065":720,"0069":1376,"0082":886,"0085":934,"00853":1061,"0090":[898,946,1306,1474],"0100":[575,880,1312],"0102":575,"0111":733,"0112":[1369,1375],"0124":22,"012766935862600803":514,"0128":927,"0131":924,"0133":652,"0139":917,"0140":1457,"0152":600,"0157":720,"0158":[720,1386],"016":1450,"0163":[880,924],"0164":561,"0174j":874,"0180":1442,"0183":1369,"0187":1398,"0193":1390,"0196":[582,632],"0199":1386,"0202":552,"0210":1405,"0213":575,"0220":1390,"0225":655,"0226":[1375,1376],"0228":1474,"0231":816,"0233":[720,1318],"0237":1130,"0238":720,"0239":596,"0243":1405,"0249":[649,898],"025":[1284,1290],"0250":580,"0251":986,"0255":[654,726],"0256":1457,"0257":655,"0259":1474,"0267":1474,"0268":1457,"0270":870,"0271":1460,"0284":933,"0287":1386,"0289":[614,1406],"0290":897,"0291":1390,"0300":1460,"0303j":10,"0308":884,"0309":986,"0310":540,"0311":1474,"03125":1290,"0313":733,"0315":1386,"0318":561,"0322":1457,"0329":1457,"0331j":871,"0333":1459,"0334":540,"0343":[885,1310],"0346":1457,"0356":739,"0360":[729,934],"0361":[874,1457],"0362":[553,1339],"0364":986,"0367":934,"0370":1341,"0375":1290,"0382":[884,934],"0383":1425,"0384":927,"0387":819,"0400":1095,"0401":729,"0404":937,"0406j":760,"0411":473,"0413":1457,"041m":2,"0423":721,"0425":1260,"0428":554,"0430":554,"0432":1408,"0434":1457,"0436":925,"04375":1290,"0438":925,"04462666":902,"0447":1390,"0457":1376,"0466":753,"0475":[753,1474],"0478":[639,1425],"04805":1086,"0486":753,"0486e":888,"048m":2,"0490":899,"0491":969,"0494":1371,"0500":729,"0503":553,"0504":1386,"0505":1260,"0507":561,"0507009873554804934193349852946":[1070,1189],"0511":732,"05201":1062,"0521":655,"0523":987,"0527":933,"05277811":902,"0528":1130,"0537":721,"0542":753,"0545e":381,"0550":1457,"0551":655,"0552":754,"0558":473,"0561":1474,"0562j":870,"0563":1260,"0564":739,"0566":1260,"0569":1385,"0584":[510,1386],"059":632,"0590":632,"0592":[635,1457],"0593":[910,1457],"0595":721,"0597":1457,"0600":884,"0608":[917,1366],"06084887":902,"0609":1457,"0614":1406,"0617":1457,"0623":1457,"0626j":866,"0629":1308,"0633":[252,815],"0633j":[252,419,815,1328],"0634":1371,"0635":986,"0638":[252,419,815,1328],"0646":1371,"0647":1457,"0652":600,"0669":576,"0679":[1210,1408],"0680":1408,"0682":[946,1306],"06844475":902,"06845":22,"0685":718,"0687":1260,"0689":599,"0691":574,"0700":934,"0704":1398,"0705":1308,"0705e":742,"0722":576,"0732":[1260,1398],"0736":[552,1457],"0737":1385,"0742":649,"0745":576,"0748":986,"0749":969,"0753":1405,"0755":[1375,1376],"0756":880,"0760":929,"0767":1457,"0778":925,"0779":[473,871,1307,1425],"0780":754,"0783":1442,"0785":576,"0786":1421,"07868":1256,"0788":576,"0790":874,"0793":473,"0794":[1408,1474],"0795":[577,1311,1457],"0806":1457,"081":1283,"0811":582,"0813":1406,"0816":[561,913],"0817":884,"0821":1308,"0822":880,"0823":1474,"0829":1457,"0830e":884,"0831":[1375,1376],"0838":1457,"0842":924,"0844":655,"0845":[727,1362,1457],"0846":871,"0854":729,"085681":18,"085693":18,"0857":[927,1408],"0861":10,"0862e":877,"0862j":[871,873],"0872":726,"0874":819,"0881":[915,933],"0887":[903,1474],"0889":636,"08909505605697632":514,"0899":580,"0900":633,"0903":884,"0905":729,"0906":1447,"0907":1210,"0908":650,"0909":[1300,1387],"09115803241729736":1431,"0918":1371,"0921":739,"0922":639,"0923":1323,"0934":869,"0935":1406,"0936":739,"0940":1457,"0943":553,"0947":915,"0949e":381,"0950":614,"0957e":888,"0959":632,"0960":1366,"0967":732,"0969":631,"0975":719,"0977":1365,"0978":1406,"0979":884,"0980":1457,"0985":552,"0986":1474,"0989":599,"0992":561,"0994":552,"0998":1319,"0th":39,"0x7f8f30d40100":926,"0x8000_0000_0000_0000":[40,916,1469],"0xffff_ffff_ffff_ffff":[40,916,1469],"100":[2,4,18,22,241,806,850,854,882,893,900,909,926,934,952,960,961,962,963,964,973,974,976,977,979,980,1006,1007,1008,1050,1052,1082,1091,1122,1123,1174,1271,1283,1284,1289,1290,1291,1292,1295,1296,1312,1432,1434,1440,1449,1450,1463,1472,1473,1478,1486],"1000":[17,754,759,781,782,952,986,1092,1312,1353,1396,1447,1460,1462,1478],"10000":[17,560,1293,1453,1457,1478],"1000000":[4,1265],"1000000000":540,"1000e":778,"1001":952,"1002":952,"1003":1385,"1007":431,"101":[18,952],"1015":729,"1019":934,"102":952,"1023":1450,"1024":[1449,1450],"10240":1450,"1029":726,"103":[1431,1433],"1030":554,"1034":[631,739],"1036":1390,"1041":1457,"1044":1457,"1045":1457,"1046":22,"10485760":662,"1050":1390,"1054":649,"1055":473,"1057999968":540,"1061112040":540,"1062":733,"1062e":871,"1064":[726,1457],"1064483442":540,"1065":[729,1457],"1066":889,"1068":[733,816],"1069546515":540,"1071760287":540,"1073668768":540,"1082790149":540,"1084397505":540,"1084649136":540,"1087":889,"1088":1210,"1088634448":540,"1089":1425,"1089989247":540,"1091":1210,"1097310419":540,"10j":18,"10mm":[1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],"10x7":[950,954],"1100":18,"11000":1455,"1101533110":540,"1105482831":540,"1106":561,"1109":[553,997],"110mm":[1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],"1111":1396,"11111":1396,"1112":1460,"1113":[873,1457],"1119":634,"1123489973":540,"1124191867":540,"1127":922,"1128":[649,884,1013],"1131":[739,1308],"1132":1385,"1133":1385,"1135":[909,915],"1137":895,"1139":575,"1143":884,"1150":[841,1043],"1151":986,"1153":927,"1156":739,"1158":431,"116":[1431,1433],"1160":1457,"1161":886,"1174":919,"1177":1260,"1182":969,"1183":739,"1190":896,"1193":[632,913],"1193j":874,"11j":18,"11mm":1272,"11s":1450,"120":[1262,1478],"1200":1095,"12042":18,"1205":1480,"1207":[575,934],"1208":[865,1474],"1210e":1253,"1216":934,"1219":[886,1329],"1222":[922,1457],"1223":1390,"1226":[870,872],"1228":816,"123":[1431,1433],"1234":[18,33,819],"1239e":742,"1241":720,"1243":1406,"1244":917,"125":[1061,1417,1432],"1250":[760,933],"1255":969,"1259":933,"1265":1362,"1266":1457,"1268":1362,"1269e":900,"127":[18,1442,1478],"1271":739,"1276":1371,"128":[965,979,1005,1030,1052,1091,1092,1122,1442,1470,1476,1479,1483,1484,1486,1487,1489],"1286j":[870,872],"1288":600,"1289":933,"1292":600,"1294":[22,635],"1297":922,"12j":18,"12mm":[1267,1278],"1300":1474,"1301":897,"1306":987,"1307":917,"1312":554,"1316":1460,"1320":1210,"1321":933,"1322":733,"13246":16,"1334":927,"1335":1385,"1336":903,"1337":1390,"1338":22,"1339":655,"1341":551,"1343":1360,"1347":1360,"135":564,"1356":884,"1363":934,"1374":726,"1380":1406,"1381":[575,1385],"1392":897,"1394":1369,"1395":651,"1398":[931,932],"13j":18,"13mm":[1268,1269,1270,1272,1278,1279,1280,1281],"13x12":[991,1134],"13x12x11":[992,1135],"1400":1460,"1400e":939,"1402":1013,"1408":1260,"1409":1457,"1412":636,"1414":1386,"14159":[564,1396],"141592":[382,788],"1416":[382,723,788,1396],"142":1318,"1421j":10,"1427":816,"1428e":741,"1431":[729,1442],"1432":600,"1436":1323,"1438":575,"1444":1459,"1448":596,"1450":[552,1371],"1453":1390,"1455":[655,1461],"1458":[927,1474],"1466":969,"1479":655,"148":882,"148m":2,"1494":934,"1497":631,"14j":18,"1502":1406,"1505":1061,"1506":819,"1509":1459,"1515":1457,"1516":728,"1516516984916":40,"152":22,"1520":540,"1523":1474,"1527":1405,"1534":580,"1535":[650,986],"154":1461,"155":39,"1551":913,"1552":1260,"1560":819,"1562":766,"1566":1474,"1567":934,"157":22,"1571":[721,1457,1460],"1574213883":30,"1574213940":30,"1584":550,"1586":577,"1587":1474,"1589":1474,"1598":576,"1598e":1210,"1599":580,"15j":18,"15mm":[1280,1281],"160":1463,"1602":1256,"1603":1062,"1605":873,"1606":580,"1608":1457,"161":39,"1610":552,"1611":473,"1612j":874,"1613":1457,"1614":934,"1623":[868,879],"1625":637,"1625j":765,"1626":[637,655],"1631":884,"1632":652,"1639":1369,"1643":1390,"1645":934,"1646":1308,"1647":586,"1653":553,"1655":986,"1657":1425,"1662":870,"1669":1402,"167":[885,1310],"1678":1098,"168":18,"1681":10,"1681j":10,"1684":913,"1685":986,"1695":728,"16j":18,"1706":718,"1707":1311,"1713":739,"1714":[885,1310,1457],"1716":1369,"1719":1323,"1720j":760,"1722":10,"1724":819,"1725":884,"1727":[931,932],"1729":[22,1457],"173":18,"1734":[639,816],"1737":614,"1745":1395,"1747":1450,"1748":819,"175":[885,1310],"1751":649,"1752":[721,729],"1754":[1418,1419],"1757":585,"1762":719,"1763":[632,1329],"1768":1408,"1772":1442,"1774":819,"1775":561,"1782":819,"1784":819,"1788":[727,1474],"1795":1210,"1796":1457,"1798":1390,"17m1129830":895,"180":[564,723,1318],"1800":18,"1807":924,"1810":1086,"1815":[733,903],"1817":1390,"1819":1442,"1830":733,"1831":1308,"1835":652,"1836":655,"1844":1371,"1850":721,"1857":1308,"1865":721,"1867":1130,"1868":552,"1871":583,"1874":1371,"1875":1307,"1882":870,"1893":583,"1899":[22,927],"18mm":1278,"1900":1459,"1907":22,"1908":733,"1909":577,"1913":[841,1043],"1914":[841,1043],"1918j":10,"1919":720,"192":[18,1462],"1921e":875,"1929":1474,"1933":884,"1936":574,"1939":577,"1940":913,"1944":1457,"1946":1386,"1949":922,"1953":1457,"1962":915,"1963":1457,"1967":1317,"1968":[720,1474],"1972":1474,"1974":637,"1975":575,"1979":22,"1984":838,"1988":1390,"1990":[869,903],"1994":997,"1995":1391,"1996":1323,"1998":1317,"1_batch_16":1478,"1c05":18,"1cycl":1293,"1e0":1480,"1e4":1293,"1e6":1265,"1hr":7,"1mb":700,"1st":[22,1448],"1to3":1465,"200":[2,900,1312,1434,1473],"2000":[1,18,21,757,759,764,771,784,900,1095,1287,1314,1358,1396],"2001":895,"2002":895,"2004":550,"2005":550,"2009":[1300,1387],"2010":1445,"2013":1445,"2014":961,"2015":[934,1445,1457],"2016":[1055,1056,1092],"2017":[22,1086,1088,1090,1371,1461],"2018":[895,1308],"2019":[17,22,700,919],"2023":739,"2027":1394,"2029":[871,873],"2031":1460,"2031j":766,"2035":917,"2046":[600,649],"2048":[1086,1088,1090,1450,1489],"2051":1457,"2056":1369,"2057":1457,"2069":720,"2070":1474,"2072":1408,"2079":1474,"2086":[585,733],"2090":884,"2091":779,"2094":728,"2098":1422,"20determin":1459,"20l":[841,1043],"2100":1390,"2102":22,"2104":739,"2106":598,"2109":540,"2110":10,"2112":[739,1406],"2114":766,"2117":1311,"21201":1317,"2122":636,"2129":720,"2134":1260,"2145":[987,1131],"2147483647":40,"2153":1474,"2158e":885,"2159":655,"2162":1366,"2165":895,"2168":[753,1398],"2182":895,"2189":1474,"2192":925,"21mm":1266,"2202":925,"2208":576,"2219":1406,"2220j":870,"2222":1396,"222222":1396,"2225":898,"2234674":18,"2235":[729,1385],"2239":[739,886],"224":[39,1431,1433,1462],"2250":[10,883,1259],"2251":[636,655,897],"2252":[917,1474],"2254":575,"2259":718,"2260":733,"2262":[946,1306],"2265":595,"2267":819,"2270":925,"2272":884,"2274":1442,"2275":933,"2278":733,"2282":1480,"2284":[634,719],"2289":721,"2291":819,"2294":[550,924],"2299":581,"22topic":1459,"2300":447,"2301":1210,"2303":1260,"2308":733,"2309":1408,"2310":1376,"2312":[554,1371],"2316":431,"2318":576,"2322":866,"23234231":4,"2324":[22,841,1043],"2325":[841,1043],"2326":473,"2329":655,"2330":1478,"2335":729,"2341":581,"2343":924,"2344":[733,1390],"2345":1406,"23456":18,"2350":650,"2354":739,"2357981":18,"236":838,"2360":922,"2361":[883,1259,1260],"2364":1386,"2369":922,"2373":649,"2379":[33,922],"2382":[841,934,1043],"2387":[637,650],"2390":1457,"2397":473,"2399":598,"2400":[1095,1398],"2401":18,"2405":739,"2412":1442,"2417":1390,"2418":911,"2419":1130,"2426":[868,883,1259],"2429":726,"243":[838,1386],"2430":1474,"2431":599,"2432":922,"2433":739,"2438":[10,1130],"2445":1386,"2447":1408,"2450":574,"2453":22,"2457":[634,927],"2458":600,"2469":[819,1457],"2475":[1307,1385],"2476":819,"2477":1390,"2479":1210,"2481":1386,"2483":899,"2487":581,"2488":925,"2491":561,"2492":898,"2498":1308,"24j":1356,"2500":[615,757,759,760,766,771,893,1095,1317],"2500e":778,"2503":1319,"2505":925,"2509":1457,"252":1461,"2521":1406,"2523":22,"2525":753,"2526":913,"2530":779,"2536":652,"2538":[22,868],"2539":581,"254":1461,"2544":1406,"255":[753,754,787,1139,1150,1207,1478,1489],"2550":595,"2553":1395,"2557":649,"256":[967,1307,1462],"2561":634,"2564":576,"2569":473,"2573":1398,"2588":874,"2589":909,"2594":1386,"25d":18,"260":934,"2600":649,"2604":1408,"2611":[903,1395],"2614":634,"2618":1386,"26214400":18,"2627":879,"2631":[729,933],"2634":913,"2635":[927,1457],"2639":733,"2640":880,"2647":816,"2650":1474,"2661":1474,"2663":574,"2669":1457,"2676":614,"2678":[650,986],"2680":[719,1449],"2685":739,"2686":574,"2695":1390,"2700":576,"2706":651,"2711":1360,"2713":562,"2716":1406,"2717":1386,"2731":880,"2741":1398,"2746":1360,"2751":925,"2771":969,"2773":880,"2774":733,"2776":886,"2778":649,"2780":650,"2791":1307,"2793":[1210,1260],"2796":1474,"2800":[1095,1356],"2803":927,"2805":652,"2807":1210,"2809":760,"2816":634,"2820":897,"2826":1405,"2827":1460,"2829":879,"283":1318,"2830":[632,1408],"2832":723,"2841e":870,"2843":1457,"2850":1398,"2851":1210,"2857":[885,1310],"2866":[946,1306],"288":989,"2883":1375,"2890":1386,"2897":[739,1457],"2899":583,"2907":819,"2911":1457,"2917":733,"2919":1408,"2920":1474,"2922":1398,"2925":1260,"2930":733,"2934":727,"2938":1210,"29400":[32,34],"2942":922,"2948":1474,"29500":[1465,1470,1471],"29501":18,"2951":[22,924],"2956":728,"2957":[651,915],"2958":1385,"2960":575,"2962":1308,"2968":583,"2970":1341,"2972":733,"2976":540,"2976j":866,"2979":551,"2980":562,"2987":562,"2993":[574,1385],"2995":562,"2998":649,"2_t":[1266,1267,1268,1269,1272,1278,1279],"2gb":[1429,1462],"2nd":[22,540,1051,1077,1177,1448],"2x3":1094,"300":[18,24,900,961,1252,1463],"3000":[782,986,1358,1450],"30000":900,"3010j":870,"3018":728,"3019":1474,"3024j":874,"3030":596,"3031":903,"3037":[655,1457],"3042":[600,884],"3059":600,"3060":583,"3069":900,"3071":1390,"3077":[933,1376],"3081":729,"3085":1474,"3086":637,"3088":1457,"3090":598,"30s":33,"3100":[252,419,815,1328,1442],"3107":739,"3108":[582,632],"3120":[551,649],"3126":1398,"3131":925,"3132":574,"3135":1385,"3136":1422,"3136j":1422,"3137":934,"3139":1425,"3146":[1408,1457],"3161":1398,"3163":1390,"3164":1406,"3175":721,"3180":[925,1473],"3183":1371,"3190":649,"3192":551,"3195":574,"320":[935,1069],"3204":1398,"3213":[634,899],"3214":22,"3216":552,"3225":600,"323":1349,"324":1349,"3242":903,"3250":1048,"3261":819,"3269":[884,1457],"3277":[871,873],"3279":819,"3284":718,"3285":913,"3287":969,"3288":924,"3289":[1386,1460],"3295":1390,"3298":[719,726],"3310":510,"3311":739,"3312":562,"3314":[885,1310],"3321":925,"3323":1369,"3332":1366,"3333":[639,799,1095,1096,1396],"3333333":1396,"3333333333333333":[1061,1284,1290,1432],"3335":915,"3337":1408,"3340":600,"3343":1366,"3348":550,"3350":924,"3362":[931,932],"3366":1394,"3367":924,"3371":1386,"3375":634,"3378":[634,1408],"3381":1457,"3385":1130,"3397":1131,"3398":574,"3402":574,"3405":753,"3409":[1406,1459],"3411":1371,"3413":1460,"3418":22,"3420":[841,1043],"3426":1323,"3429":1385,"3430":[739,903],"344":18,"3442":22,"3448":986,"3449":718,"3459":913,"3460":739,"3461":1406,"3464":[871,873],"3466":1474,"3470":1422,"3477":917,"3480":1408,"3484":733,"3485":883,"3487":10,"3487j":10,"3491":[753,880],"3493e":741,"3497":552,"3504":[899,1398],"3506":[552,913],"3508":[1390,1457],"3511":766,"3512":874,"3513":1405,"3516":22,"3518":925,"3525":1319,"3526":1457,"3528":1474,"3544":635,"3550":1386,"3552":[917,1131],"3553":[252,815],"3553j":[252,419,815,1328],"3560":[18,1380,1381,1418,1419],"3567":[819,867],"3582":650,"359":1318,"3599":655,"360":723,"3600":1095,"3607":819,"3609":614,"3615":1406,"3616":986,"3618":1130,"3623":924,"3633":929,"3634":1457,"3637":1385,"3651":927,"3657":819,"3662":884,"3666":819,"3667":[552,649],"3672":[552,655],"3677":986,"3679":1386,"3683":915,"3687":575,"3690":550,"3691":553,"3693":874,"3701":819,"3702":[632,1329],"3708":1385,"3710":1457,"3711":733,"3719":733,"3726":655,"3728":739,"3735":729,"3736":915,"3738":561,"3741":[841,1043],"374138":997,"3743":552,"3744":739,"3746":556,"3755":729,"3766":650,"3768":557,"3771":637,"3773":10,"3780":873,"3791":632,"3792":867,"3793":1460,"3799":597,"3802":[1380,1381,1418,1419],"3810":[733,807],"3816":1319,"3825":917,"3836":729,"3837":[1210,1308],"3839":[739,1422],"3839j":1422,"3841":924,"3842e":635,"3856":1394,"3859":22,"3863":1474,"3867j":870,"3877":874,"3885":719,"3885553":18,"3887":1457,"3889":1457,"3889j":870,"3891":919,"3898":1425,"3898j":871,"3901":1474,"3904":655,"3915":1457,"3917":819,"3918":739,"39202815":902,"3925":552,"3928":1474,"3930":552,"3933":884,"3938":[733,1391],"3940":[946,1306],"3943":[885,1310],"3944":552,"3947":1457,"3948":[574,649],"3956":655,"3962":600,"3963":597,"3973":754,"3982":925,"3986":727,"3987":1260,"3mm":1279,"3rd":[33,540,1294,1448],"3x3":[22,722,1403],"3x4":1094,"3xhxw":1478,"400":1473,"4000":[754,757,764,771,1095,1314],"4004":[986,1371],"4007":1474,"4013e":1253,"4022":[552,721,1386],"4024":1406,"4025":903,"4026":1390,"4027":1386,"4028":1457,"4028e":939,"40300":1455,"4031":811,"4032":1360,"4034":819,"4038":634,"4041":1474,"4053":886,"4054":1386,"4061":[1300,1387],"4064e":741,"4065":576,"4073":1371,"4077":1457,"4079":1398,"40838608":18,"4090":552,"4091":1474,"4092":884,"4096":[15,1013,1058,1416,1450,1462],"4099":[869,903],"4112":635,"4114":637,"4115":637,"4117":1398,"4126":720,"4132":884,"4142":[868,883,1259,1304],"4142j":1304,"4144":654,"4151":582,"4160":866,"4161":1130,"4169":654,"4173":637,"4180":1474,"4182858":30,"4184j":874,"4188":[1380,1381],"4202":1457,"4206":720,"4207652":18,"4208":633,"4219":1098,"4220":719,"4225":600,"42296738":902,"4230":1390,"4234":1386,"4243":721,"4250":1390,"4254":924,"4255":[553,934],"4264":726,"4267":580,"4279":924,"4282":654,"42850427":18,"4286":[885,1310],"4290":739,"4291":739,"4292":554,"4296":1386,"4299":1457,"4309":651,"4310":596,"4312":934,"4314":1329,"4320":[970,1391],"4324":1457,"4326421":18,"4331":1307,"4333":1408,"4335":1474,"4337":819,"4345":892,"435":1385,"4350":987,"4352":597,"4354":1457,"4362":986,"4369":597,"4370":933,"4373":1386,"4375":1095,"4386":1131,"4394":934,"4396":579,"440":18,"4400":[1095,1398],"4406":1460,"4410":1408,"44100":1478,"4412":1394,"4418":1098,"4419":739,"4423":[582,632],"4428":896,"4439":636,"4443":[841,1043],"4446":1457,"4452":1457,"4456":599,"4458":600,"4472":[1356,1457],"4475":649,"4477":1406,"4480":739,"4481j":874,"4489":1457,"4490":655,"4494":739,"4497":1457,"4509":[733,880],"4512":1371,"4519":1457,"4523":969,"4525":579,"4526":913,"4532":1398,"4537":[819,1210],"4539":903,"4545":739,"4551":635,"4552":579,"4558":739,"4559":1390,"4563":1460,"4571":880,"4573":1408,"4576e":[872,889],"4581":[733,874],"4584":584,"4588":1460,"4595":1329,"4598":1385,"4599":924,"4600":447,"4605":733,"4606":1421,"4608":1391,"4614":631,"4617":870,"4620":[733,1425],"4621":10,"4628":1457,"4629":873,"4637":733,"4644":927,"4647":1457,"4649":970,"4658":1474,"466":1317,"4664":[816,1398],"4666":1457,"4670":1307,"4671":556,"4677e":1253,"4678":733,"4682":819,"4684":634,"4692e":866,"4696":718,"4706":637,"4709":1323,"4711":473,"4713":[632,1329],"4722":1394,"4724":[540,1457],"4725":655,"4730":[553,1398],"4732":575,"4733":1386,"4734":586,"4737":[1398,1422],"4740":649,"4742":[925,1411,1474],"4748":22,"4752":[884,1385],"4757":733,"4763":915,"4766":874,"4769":1474,"4784":[22,929],"4785":1406,"4793":1457,"4796":[1398,1459],"4798":1408,"480":1069,"4806":[1375,1376],"4809":1386,"4817":561,"4821":[632,635],"4835":1447,"483m":2,"4842e":[381,742],"4850":1390,"4851":929,"4852":1457,"4853":562,"4864":819,"4866":562,"4867":1398,"4874":1398,"4875":1391,"4878":561,"4884":1311,"489":1317,"4890":721,"4898":1457,"4899":880,"4900":577,"4907":[574,910],"49152":1442,"4917":597,"4926":[431,1457],"4928":[866,1398],"4939":1474,"4942":[1402,1457],"4945":729,"4951":1457,"4963":739,"4970":986,"4980":880,"4982":634,"4985":579,"4988":596,"499":22,"4994":880,"4999":540,"4pt":[1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],"4th":1448,"4us":2,"5000":[566,584,585,586,615,639,757,759,760,765,766,771,781,783,784,785,799,805,862,893,919,940,942,969,970,987,1095,1315,1316,1317,1326,1330,1474,1479],"5002":917,"5005":598,"501":22,"5018":1398,"5023":884,"50276":926,"5034":1457,"5035":600,"5037":929,"5044":510,"5046":1457,"5049":1474,"5052":1457,"5059":1457,"5071":1366,"5080":[1386,1457],"5081":1390,"5083":934,"5085":924,"5087":739,"5095":634,"5104":718,"5107e":875,"5112":[841,1043],"5113":[841,1043,1398],"5115":819,"512":[39,1086,1087,1088,1089,1090],"5138":473,"5139":889,"5146":934,"515217":18,"5155":721,"5158":473,"5162":1398,"5165":585,"5166":1457,"517":895,"5173":[931,932],"5174":1422,"5176":1390,"5187":1457,"5194":[585,1360],"5197":1385,"5200":1095,"5201":739,"5204":1319,"5207":1408,"5211":1408,"5212":925,"5216":884,"5219":925,"5223":1210,"5224":897,"5235":1408,"5237644":30,"5241":1098,"5244":934,"5250e":1253,"526":[1431,1433],"5261":[1308,1386],"5266":866,"5267":576,"5280":1311,"5281":655,"5287":899,"5292":880,"5296":1386,"5299":1457,"5306":1398,"5308":779,"5310":1457,"5316":540,"5317":1457,"5340":1371,"53453":4,"5348":1371,"5360":874,"5369":554,"5372":898,"5380":1362,"5384":1130,"5387":649,"5393":732,"5405":1405,"541":895,"5410":727,"5413":1406,"5414":816,"5415473580360413":514,"5419":574,"5420":1341,"5423e":871,"5425":867,"5428":1308,"5429":[22,1405],"5434":1386,"5436":[1098,1398],"544066":18,"544067":18,"5445":[252,419,815,1328],"5447":718,"5452":819,"5457":1457,"5458":1457,"5461":[1360,1457],"5466":1411,"5471":896,"5475":1385,"5481":[909,924,1457],"5483":600,"5487":635,"5491":934,"5492":1405,"5495":[884,933],"5497":913,"54_":1478,"5503":431,"5509":819,"5511":880,"5513":1398,"5528":635,"5545":1131,"5548":733,"5558":913,"5561":1307,"5562":1457,"5565":557,"5569":1386,"5574":651,"5591":[581,599],"5593":[841,1043],"5600":[924,1095],"5609":[634,1130],"5617":540,"5620j":874,"5623":22,"5633e":884,"5636e":1210,"5637e":1210,"5641":1369,"5644":1362,"5650":655,"5652":1474,"5653":1406,"5661":1311,"5665":1474,"5671":[819,868],"5672":[819,1260],"5673":1319,"5676":733,"5678":1470,"5684":727,"5687":655,"5688":1385,"5689":586,"5696":910,"570":1318,"5704":739,"5708":[10,723],"5717":922,"5718":915,"5719":649,"5724":[865,1474],"5727":581,"5738j":[870,872],"5743":553,"5744":562,"5745":884,"5749":819,"5751e":741,"5752":1457,"5756":739,"5757":649,"5765e":381,"5766":1210,"5767":934,"5772":[1421,1474],"5772j":1421,"5773":1390,"5781":1319,"5783j":874,"5785":1390,"5787":[819,903],"5788":927,"5790":631,"5793":[1366,1457],"5795":1311,"5797":873,"5798":987,"5802":739,"5803":986,"5806":636,"5809":1402,"5811":552,"5812":650,"5813":1442,"5826":633,"5840":1390,"5846e":1253,"5847":1457,"5849":655,"5850":[819,867],"5854":1308,"5872":1391,"5874j":10,"5876":1408,"5877":934,"5879":555,"5882":1131,"5889":550,"5893":1131,"5895":866,"58eb23378f2a376565a66ac32c93a316c45b6131":1454,"5901":1369,"5904":739,"59049":1283,"5906":[753,1474],"5915e":1253,"5916":732,"5917":868,"5922":884,"5923":733,"5930":1394,"5944":733,"5950":726,"5954":1323,"5955e":741,"5962":579,"5977":729,"598":18,"5983335":18,"5992":1457,"5997":1398,"5c106cde":[1429,1439],"5mm":[1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],"5x7":[950,954],"5x7x9":[951,955],"600":33,"6000":[754,1086,1088,1090,1095,1314,1356],"6001":720,"6004":816,"6010":[1086,1088,1090],"6016":1457,"6048":1260,"6049":1406,"6051":733,"60521":[98,589],"6056":552,"6058":1366,"6060":922,"6062":1457,"6070":739,"6077":1339,"6087":934,"6092":574,"6094":1474,"6097":637,"6099e":885,"60s":1470,"6108":1130,"6116":1421,"6120":655,"6122":[841,1043],"6123":540,"6125":10,"6131":1474,"6134":[753,927],"6139":870,"6146":1369,"6147":552,"6148":1260,"6165":562,"6166":729,"6172":922,"6174":555,"6176":1457,"6189":913,"6213":[903,1457],"6217":1385,"6218":[886,1395],"6225":637,"6227":1390,"6245":[552,868],"6246":1130,"6248":[917,927],"6249":555,"6250":[760,766,785,1095],"6251":[987,1131],"6256":581,"6258":753,"6261":1474,"6262":1130,"6289":1457,"6291":577,"6295":732,"6300":726,"6302":1369,"6311":553,"6320":924,"6321":732,"6323":753,"6334":1371,"6338":1457,"6340":1457,"6341":633,"6347":819,"6352":1474,"6353":636,"6354":600,"6355":637,"6357":1442,"6361":937,"6366":1323,"6368":1406,"6372":[969,1386],"6374":884,"6374j":867,"6380":1480,"6381":1390,"6386":1365,"6387":579,"6391":555,"6396":[874,1457],"640":1450,"6400":1095,"6415":[1369,1390],"6431":986,"6434":1457,"6438":1371,"6444":753,"6446":1098,"6448":581,"6449":1474,"64493":1474,"645":4,"6451":562,"6456":596,"6467":1371,"6472":1474,"6476":897,"6479":1369,"6482":726,"6486":1474,"6492":[252,419,815,1328],"6496":554,"6500":987,"650140837":1464,"6503e":1386,"6511":555,"6516":1474,"652698385":1464,"6531e":1386,"6533":1460,"6534":1390,"6535":1260,"6537":732,"6538":1457,"6549":924,"6550":473,"6553":651,"65536":1,"6556":1408,"6558":819,"6561":[1283,1421],"6569":[10,811],"6571":816,"6576":1408,"6577":634,"6580":631,"6585":970,"6587j":874,"6596":1371,"6598":1457,"6602":1408,"6604":1386,"6606":431,"6614":1457,"6616":969,"6617":880,"6618":636,"6623":1421,"6623j":1421,"6628":719,"6652":600,"6654":1408,"6667":[654,1095,1096,1331,1460],"6684":[719,819],"6690":886,"6691j":874,"6699":1422,"6699j":1422,"6702":922,"6705":929,"6706":[739,1311],"6708":1210,"6719":1366,"6724":635,"6727":[720,732],"6732632423543772848170429916717":[1070,1189],"6742":598,"6745":1474,"6749":1457,"6750":927,"6753":1130,"6759":884,"6760":553,"6763":922,"6778":986,"6782537698745728":1431,"6785":819,"6813":1210,"6834":1307,"6835":1474,"6843":903,"6848":1457,"6853":874,"6859e":910,"6864":[1385,1406],"6867":900,"6879":1319,"6882j":765,"6895":655,"6902":[986,1308],"691":2,"6912":819,"6927":729,"6929":1391,"6931":1474,"6932":1391,"6933":1375,"6942":1457,"6943":1457,"6949":1457,"6969":986,"6971":552,"6973":732,"6979":652,"6986":[632,1329],"6989j":874,"6993":925,"6mm":1278,"7000":[781,987,1358],"7005":655,"7012":1390,"7015":927,"7021":934,"7022":1457,"7023":635,"7048":925,"7055":898,"7064":576,"7071":868,"7079":649,"7082":[987,1131],"7089":[903,986],"7105":1406,"7112":1390,"7119e":870,"7120":639,"7123":1390,"7124":884,"7125":[925,1371],"7138":632,"7145":1406,"7148":614,"7151":551,"7152":969,"7153":[655,1474],"7156":1395,"7158":561,"7159":819,"7162":1474,"7163":634,"7168":896,"7169":1474,"7172":986,"7175":913,"7180":655,"7183":[636,919,1457],"7193":1398,"7197":[927,1425],"7200":1095,"7201":1386,"7202":614,"7208":739,"7220e":877,"7229":1260,"7230":816,"7242":819,"7249":1319,"7253":583,"7257":897,"7265":986,"7266":1360,"7268":562,"7277":1450,"7279":1395,"727m":2,"729":[1283,1295],"7298":[550,1329],"7299":1402,"7303":925,"7325":[652,729],"7336":729,"7344":1406,"7350":[739,1474],"7366":819,"7381":873,"7383":1130,"7384":924,"7386":[869,903],"7388":555,"739390":18,"7394":1386,"7401":574,"7403":1405,"7417":[883,1259],"7421":1457,"7435j":870,"7438":733,"7445":922,"7460":[586,883,1259],"7471":1130,"7472":540,"7481":1474,"7483":1371,"7486":635,"7493":819,"7497":[1390,1421],"7497j":1421,"7500":[615,760,766,785,799,882,893,1095,1317],"75000":882,"7503":577,"7506":575,"7537":[870,872],"7539":1371,"7546":[10,637],"7556":1398,"7573":556,"7576":886,"7583":584,"7586":1474,"7595":1474,"7600":1386,"7601":1457,"7617":555,"7620":733,"7648":1406,"7656e":778,"7683":1474,"7687":1394,"7694":924,"7695":552,"7702":1391,"7705":898,"7706":10,"771":1474,"7724":552,"7726":1474,"7729271650314331":514,"7747":637,"7752":1386,"7753":600,"7759":733,"7761":1130,"7780":1398,"7782":600,"779":[1431,1433],"7791":551,"7794":1130,"7798":1390,"7806":1386,"7809":575,"7812":766,"7817":600,"7827":1390,"7830":600,"784":1317,"7841":1405,"7845":552,"7854":10,"7860":652,"7874":1369,"7892":1385,"7894":819,"7895":986,"7896":[252,815],"7896j":[252,419,815,1328],"7904":1369,"7909":1260,"7920":819,"7938":729,"7952":739,"7953j":874,"7969":1260,"7981":10,"7981j":10,"7986":1405,"7988":913,"7x7":[950,954],"7x7x7":[951,955],"7x9x8":[951,955],"8000":[759,940,1095],"8000e":741,"8000j":1356,"8001":880,"8003":[899,1459],"8008":1411,"8017":552,"802":1317,"8020":[721,1308],"8025":739,"8027":1459,"8032":733,"8034":874,"8052":597,"8053":[599,1341],"8058":739,"8061":1369,"8079":586,"8097":739,"8107":1442,"8113":733,"8119":[252,815],"8119j":[252,419,815,1328],"8125":1095,"8153":739,"8158":1457,"8166":[779,1380,1381,1418,1419],"816u":2,"8172":729,"8173":819,"8177":561,"8182e":381,"8185":553,"8202":553,"8209":[718,721],"8221":595,"8223":1398,"8229":576,"8237":1319,"8247":1457,"8257":1395,"8283":1474,"8286":721,"8288":1474,"8297":917,"8303":431,"8304":655,"8305":739,"8307e":1253,"8312":914,"8318":1260,"8322":632,"8330":1390,"8351":1341,"83525007":902,"8353":555,"8360":732,"8373":1408,"8378":934,"8397":562,"8398":637,"8413":1474,"8419":899,"8427":1474,"8437":[931,932],"8443":721,"84492621":902,"8474":1474,"8475":922,"8480":883,"8490":1130,"8499":540,"8500":1046,"8501":911,"8509":[1381,1419],"8521":576,"8525":1457,"8530":[739,969],"8536":729,"8562":651,"8570e":883,"8571":[885,1310],"8591":[583,1442],"8593":22,"8594":18,"8602j":766,"8611":1386,"8612":1130,"8615":634,"8619":1406,"86278635":902,"8631":1474,"8632":1362,"8635":555,"8636":1390,"8649":540,"8652":969,"8653":898,"8660":919,"8663":934,"867061780":[98,589],"8675":732,"8678":1210,"8681":[556,915],"8701":970,"8716":556,"8720":1130,"8723":1369,"8731":900,"8733":637,"8744":1398,"8747":1457,"8747e":866,"8750":[785,1095],"8753":934,"8756":1457,"8757":867,"8766":1386,"8768":922,"8769":636,"8774":1457,"8775":1406,"8785":1425,"8787":739,"8788e":1210,"8795":726,"8800":1095,"8805":574,"8808":1474,"88131e":1349,"8832e":1210,"8833":1386,"8857":897,"8858":1474,"8861":987,"8863":1474,"8899":1442,"8901":1371,"8917":[634,903],"8918":22,"8929":1323,"8933":896,"8937":614,"8944j":1356,"8951":1369,"8954":22,"8966":969,"8986":1395,"8990":[580,733],"8mm":1279,"9000":[759,1396],"9021":22,"9023":[562,867],"9028":1210,"9029":[885,1310],"9032":903,"9034":1390,"9039":577,"9041":[582,632],"9046":1405,"9066":1457,"9068":728,"9073e":[875,1094],"9075":562,"9078":1473,"9079":1411,"9105":1341,"9114":598,"9120":1421,"9120j":1421,"9124":986,"9128":562,"9130":561,"9138":1385,"9158":1391,"9162":1098,"9165":719,"9170":871,"9186":1474,"9196":899,"9206":1311,"9207":922,"9213":1474,"9214":562,"9216":1462,"9218":870,"9228":[871,873],"9239":1457,"9240":575,"9244":649,"9254":903,"9255":913,"9270":1405,"9273":886,"9274":733,"9280":576,"9294":884,"9314":636,"9315":986,"9320":1405,"9323":739,"9331":1474,"9332":911,"9332e":1222,"9337":1385,"9342":728,"9348":[1408,1474],"9353":733,"9354":897,"9355":577,"9361":22,"9371":635,"9375":1095,"9381":739,"9384":575,"9385":583,"939":[1431,1433],"9399":1362,"9400":986,"9403":1457,"9415":[871,873],"9417":473,"94286146172688":1464,"94286146172784":1464,"9429":[885,1310],"94304870911616":1464,"94304900784016":1464,"9435":580,"9445":1398,"9451":1422,"9451j":1422,"9453":553,"9456":[595,614],"94622083":902,"9466":[1098,1474],"9482":[540,819],"9497":1366,"9510":925,"9524":807,"9534":1474,"9544":[1260,1318],"9549":637,"9553":1366,"9555":556,"9556":1408,"9564":733,"9566":909,"9567":[649,870,1385],"9580":924,"9586":866,"9600j":1356,"9604":1098,"9607":540,"9625":1130,"9627":[931,932],"9635":[911,1474],"9644":924,"9647":634,"9665":903,"9666":1130,"9668":915,"9674":551,"9678":473,"9682":1371,"9683e":742,"9685":986,"9688":655,"9691":760,"9700":561,"9701":913,"9730":754,"9732":552,"9734":1339,"9743":582,"9744":1362,"9751":1130,"9757":655,"9764":733,"9765":1311,"9768":[553,1457],"9772":1474,"9777":22,"9780":721,"9790":634,"9792":[655,720],"9796":651,"9802e":915,"9805":733,"9823794":4,"9828":[870,1406,1457],"9829":554,"9831j":867,"9833":582,"9837":819,"9843":819,"9849":927,"9853":431,"9857706":1464,"9859":1394,"9883":655,"9888":1408,"9891":637,"9892":819,"9893":1402,"9894":1318,"9897":986,"9902":[552,655],"9906":1385,"9913":540,"9915":551,"9920":1339,"9923":[898,1369],"9935":636,"9946":718,"9948":925,"9964":871,"9966":1323,"9971":899,"9979":1457,"9980":880,"9987":1474,"999":[1268,1269,1270,1272,1278,1282,1460],"999999583666371":1480,"999999703829253e":1480,"\u2102":1447,"\u211d":1447,"abstract":[16,17,19,22,24,33,35,1229,1434,1451,1468,1470],"boolean":[2,22,33,39,338,340,587,616,618,619,621,643,657,658,744,792,802,830,831,832,833,834,837,861,895,912,917,945,962,963,964,986,987,998,1006,1007,1008,1015,1016,1017,1018,1025,1026,1027,1043,1082,1130,1131,1224,1227,1268,1269,1310,1390,1400,1433,1435,1452,1476,1478,1479,1480],"break":[7,22,39,589,841,877,1043,1353,1430,1435,1463],"byte":[18,22,33,183,487,540,693,695,696,698,787,840,894,1049,1271,1433,1434,1435,1441,1464,1473,1475],"case":[1,2,4,5,10,11,12,16,17,18,24,25,26,33,35,36,38,39,98,102,139,290,431,434,566,589,595,597,601,613,615,649,673,691,692,708,709,710,739,760,766,767,768,783,805,826,839,842,848,851,852,868,870,871,875,877,882,885,888,890,894,895,900,903,911,913,925,935,952,957,958,959,960,961,972,973,974,976,977,978,980,983,984,985,987,988,990,999,1000,1001,1002,1003,1004,1009,1010,1011,1012,1029,1034,1036,1037,1038,1050,1051,1061,1074,1080,1085,1092,1094,1105,1123,1131,1139,1143,1144,1174,1176,1215,1217,1218,1222,1224,1227,1228,1258,1259,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1293,1330,1333,1345,1356,1386,1387,1416,1425,1429,1434,1440,1441,1442,1445,1446,1447,1448,1449,1450,1452,1453,1454,1457,1458,1460,1462,1464,1465,1467,1469,1470,1471,1472,1473,1474,1477,1478,1479,1480,1488,1489,1490],"catch":[26,1431,1447,1454],"char":[787,1441,1475],"ciss\u00e9":952,"class":[1,2,4,12,16,17,18,19,21,22,24,25,27,30,31,33,35,38,40,590,591,592,593,594,604,605,611,656,657,658,659,670,672,682,716,743,817,839,840,841,843,845,846,849,850,852,853,854,949,950,951,952,953,954,955,956,957,958,959,960,961,962,963,964,965,966,967,968,969,970,971,972,973,974,975,976,977,978,979,980,981,982,983,984,985,986,987,988,989,990,991,992,993,994,995,996,997,998,999,1000,1001,1002,1003,1004,1005,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1039,1040,1041,1042,1043,1044,1045,1046,1047,1048,1049,1050,1051,1052,1053,1054,1055,1056,1057,1058,1059,1060,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1071,1072,1073,1074,1075,1076,1077,1078,1079,1080,1081,1082,1083,1084,1085,1086,1087,1088,1089,1090,1091,1092,1093,1094,1095,1096,1097,1098,1113,1123,1174,1176,1210,1215,1216,1217,1218,1224,1227,1229,1230,1231,1232,1233,1234,1235,1236,1248,1253,1257,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1317,1350,1432,1435,1440,1442,1446,1447,1450,1452,1453,1457,1458,1460,1462,1465,1466,1468,1470,1471,1473,1475,1476,1478,1480,1482,1483,1484,1485,1486,1487,1488,1489,1490],"const":[997,1456],"default":[1,4,6,10,11,18,19,21,22,24,25,30,31,32,33,34,36,39,98,103,118,120,124,138,149,151,180,208,231,238,264,270,330,381,382,383,384,385,431,434,435,451,455,510,560,563,566,578,589,594,595,596,597,598,599,600,601,602,603,613,622,628,632,635,636,637,641,654,655,657,658,663,664,665,668,669,675,676,679,689,693,695,696,698,700,701,705,706,707,711,712,715,717,720,721,722,727,728,729,730,733,738,740,741,742,752,755,756,757,758,759,760,761,762,763,764,765,766,767,768,769,770,771,772,787,788,789,793,795,799,803,804,807,830,832,838,841,842,844,850,852,853,856,857,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,894,895,909,913,915,921,922,924,925,926,930,939,940,943,952,953,954,955,956,957,958,959,960,961,962,963,964,965,966,967,972,973,974,975,976,977,978,979,980,981,982,985,986,987,988,989,990,991,992,994,995,996,997,998,999,1000,1001,1002,1003,1004,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1029,1030,1031,1034,1035,1036,1037,1038,1039,1040,1041,1043,1046,1047,1048,1049,1050,1051,1052,1057,1058,1060,1061,1062,1063,1070,1074,1075,1079,1080,1082,1085,1086,1088,1090,1091,1092,1094,1095,1102,1103,1104,1105,1107,1108,1109,1112,1113,1115,1116,1117,1118,1119,1120,1122,1123,1124,1125,1126,1127,1130,1131,1132,1136,1138,1139,1141,1143,1150,1151,1158,1174,1175,1177,1182,1194,1195,1203,1207,1215,1216,1217,1218,1219,1222,1223,1224,1226,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1249,1250,1252,1253,1254,1256,1258,1259,1263,1264,1265,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1281,1282,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1296,1298,1300,1308,1310,1311,1315,1316,1317,1319,1320,1321,1322,1323,1324,1325,1326,1329,1332,1342,1345,1347,1348,1353,1355,1368,1370,1371,1372,1373,1382,1385,1386,1387,1390,1396,1397,1403,1405,1407,1409,1413,1414,1417,1427,1428,1429,1431,1434,1438,1439,1440,1445,1446,1449,1451,1452,1453,1455,1457,1460,1461,1462,1463,1464,1465,1466,1467,1468,1469,1470,1473,1474,1475,1478,1479,1480,1481,1483,1485,1486,1489,1490],"enum":[18,1462,1470],"export":[12,18,23,36,607,657,843,845,850,854,1249,1250,1431,1433,1434,1452,1462,1466,1470],"final":[18,21,22,24,33,553,556,557,612,630,643,739,774,799,894,913,918,995,997,1013,1058,1071,1210,1403,1431,1433,1434,1435,1441,1452,1454,1457,1460,1462,1464,1471,1472],"float":[1,2,4,10,16,17,18,22,27,39,101,102,161,254,256,258,272,338,411,417,447,552,554,560,564,566,602,603,613,614,622,629,645,649,650,654,711,722,732,733,744,757,771,780,781,782,783,785,792,795,802,803,804,807,823,830,831,833,834,835,836,839,841,852,853,856,860,862,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,895,900,909,912,914,915,921,934,935,939,941,942,943,945,948,952,956,978,979,980,983,984,986,987,988,997,1003,1004,1035,1043,1048,1049,1051,1052,1057,1064,1065,1066,1067,1068,1074,1086,1091,1092,1095,1096,1097,1122,1123,1130,1131,1136,1150,1175,1182,1207,1215,1219,1220,1223,1232,1233,1235,1236,1238,1241,1242,1243,1244,1251,1252,1254,1259,1260,1265,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1281,1282,1284,1285,1286,1287,1288,1290,1291,1293,1294,1296,1298,1304,1307,1311,1312,1313,1314,1326,1330,1331,1347,1348,1349,1353,1383,1386,1403,1405,1425,1431,1432,1433,1434,1435,1440,1441,1443,1446,1450,1452,1453,1457,1462,1464,1466,1467,1468,1470,1473,1474,1475,1476,1478,1479,1480,1485,1486,1487,1489,1490],"function":[1,4,6,7,10,11,12,13,15,16,19,21,24,26,30,31,33,34,38,40,70,98,138,201,230,239,423,428,431,450,485,559,560,564,565,577,589,590,601,602,603,604,605,608,611,613,622,624,632,634,638,641,647,648,658,675,676,679,684,685,690,691,692,693,695,699,700,705,706,708,709,710,714,722,727,729,736,739,743,755,756,758,774,778,781,782,787,793,794,799,803,804,805,807,808,817,828,838,839,840,841,842,843,845,846,849,850,851,852,854,856,857,858,860,865,866,867,868,869,870,871,872,873,874,875,876,877,881,882,883,884,885,886,887,888,889,890,891,892,893,894,895,898,900,909,913,914,918,922,925,927,929,930,931,937,940,941,956,960,966,967,969,970,971,978,982,985,988,993,994,995,996,997,999,1000,1001,1002,1003,1011,1012,1013,1014,1029,1032,1033,1035,1042,1043,1048,1051,1058,1061,1062,1063,1064,1065,1066,1067,1068,1069,1071,1072,1073,1074,1076,1078,1079,1080,1081,1082,1083,1084,1086,1088,1090,1091,1092,1094,1096,1098,1211,1214,1215,1222,1223,1227,1238,1248,1249,1252,1253,1254,1257,1259,1260,1264,1271,1276,1283,1286,1287,1289,1292,1293,1299,1300,1304,1310,1317,1321,1326,1350,1356,1365,1367,1368,1369,1370,1372,1378,1382,1388,1389,1390,1393,1397,1399,1403,1413,1414,1416,1420,1421,1422,1423,1428,1429,1430,1435,1439,1440,1442,1445,1448,1450,1451,1452,1453,1456,1457,1460,1463,1464,1465,1466,1469,1470,1471,1472,1476,1478,1480,1481],"herv\u00e9":952,"import":[2,4,7,8,11,13,16,18,19,21,25,27,30,31,34,35,38,39,163,604,623,654,787,817,838,839,842,843,845,846,847,848,849,850,852,853,854,879,882,883,892,919,926,1043,1215,1225,1227,1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242,1250,1251,1252,1253,1259,1281,1304,1431,1433,1434,1435,1440,1446,1447,1449,1450,1451,1452,1453,1456,1457,1458,1459,1460,1462,1467,1470,1471,1472,1473,1476,1478,1479,1480,1486,1488],"int":[1,3,4,16,17,18,21,22,24,27,30,33,34,36,39,40,158,160,173,183,195,254,256,258,373,380,383,385,393,408,412,428,432,434,447,449,450,451,467,472,474,475,487,489,495,513,531,540,559,561,562,563,565,574,575,576,577,593,613,615,622,629,631,638,643,653,654,655,658,661,662,663,664,665,668,669,670,675,676,677,679,689,691,692,693,695,696,698,700,701,705,706,707,710,711,712,715,717,718,719,720,721,722,726,727,728,729,730,736,740,742,752,755,756,757,758,759,760,761,762,763,764,765,766,767,768,769,770,771,772,774,787,788,790,796,797,799,803,804,806,807,808,816,838,839,841,842,843,846,850,856,858,868,879,880,883,890,891,892,893,895,902,909,910,916,922,924,925,927,930,932,935,940,941,942,943,944,950,951,952,954,955,957,958,959,967,968,969,970,971,972,973,974,975,976,977,979,980,981,986,987,990,994,998,1011,1012,1015,1019,1020,1021,1022,1023,1024,1033,1037,1038,1039,1040,1041,1043,1045,1048,1050,1051,1054,1055,1056,1064,1065,1066,1067,1068,1069,1076,1078,1082,1091,1093,1094,1095,1096,1097,1098,1122,1123,1124,1130,1131,1138,1141,1150,1158,1174,1175,1176,1180,1181,1194,1195,1203,1207,1208,1209,1215,1219,1220,1223,1232,1233,1235,1236,1238,1241,1242,1243,1244,1249,1251,1254,1256,1259,1260,1262,1263,1271,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1296,1300,1301,1308,1311,1312,1313,1314,1315,1316,1317,1319,1321,1322,1323,1325,1331,1332,1333,1336,1337,1338,1351,1352,1366,1368,1370,1371,1374,1377,1379,1380,1381,1382,1385,1387,1393,1397,1398,1400,1402,1403,1406,1407,1408,1409,1412,1413,1414,1415,1417,1418,1419,1423,1427,1431,1432,1433,1434,1435,1440,1441,1442,1461,1462,1465,1466,1469,1470,1474,1475,1476,1478,1479,1480,1486,1489,1490],"j\u00e9gou":952,"long":[2,7,8,16,33,38,753,818,925,930,941,967,980,987,1013,1014,1050,1124,1309,1393,1397,1407,1409,1413,1425,1430,1434,1440,1441,1442,1447,1448,1450,1452,1453,1458,1462,1464,1466,1468,1469,1475,1476,1478,1479,1486,1487],"new":[1,2,6,8,11,16,18,22,24,33,34,38,39,163,195,252,384,419,423,431,434,473,510,513,540,551,578,579,580,581,582,583,604,627,628,633,642,649,651,652,658,723,727,749,753,754,776,777,779,815,816,817,830,831,834,837,841,846,850,896,897,898,899,917,944,946,962,963,964,995,1006,1007,1008,1043,1044,1049,1053,1082,1093,1150,1214,1215,1223,1227,1229,1233,1234,1235,1237,1238,1239,1241,1242,1243,1244,1252,1254,1294,1318,1328,1329,1333,1334,1335,1339,1341,1342,1345,1347,1348,1356,1358,1360,1362,1375,1376,1379,1392,1394,1395,1411,1415,1421,1422,1429,1431,1433,1434,1438,1440,1441,1442,1443,1447,1450,1452,1455,1456,1457,1458,1459,1460,1461,1462,1464,1466,1467,1472,1473,1474,1475,1477,1478,1479,1480,1489],"null":[18,25,27,30],"public":[1452,1488],"return":[0,1,2,3,4,6,10,11,16,17,18,19,21,22,23,24,25,31,33,35,38,39,40,70,101,103,118,120,124,134,138,139,149,151,158,160,161,163,173,180,183,195,201,208,230,238,252,260,262,264,265,267,268,269,270,272,276,278,280,290,314,330,371,381,382,383,384,385,394,408,409,410,411,412,414,419,423,431,432,433,447,449,450,455,467,472,473,485,486,487,488,489,510,512,513,514,528,529,531,533,537,540,551,559,561,562,563,564,565,566,573,574,575,576,577,578,579,580,581,582,583,584,585,586,587,590,591,592,593,594,595,596,597,598,599,600,601,602,603,604,605,608,609,610,613,614,615,622,623,625,628,630,633,634,635,636,637,638,639,641,643,644,647,648,650,651,652,654,655,656,657,658,661,662,663,664,665,666,667,668,669,671,674,675,676,677,678,679,680,681,682,683,685,687,688,689,690,693,695,696,698,699,700,701,703,704,705,706,707,718,719,720,721,722,723,724,726,727,728,729,732,738,740,741,742,743,744,749,752,753,754,755,756,757,758,759,771,774,775,776,777,778,779,783,786,787,788,789,792,793,796,797,798,802,803,804,806,807,811,815,816,817,818,821,822,823,824,825,826,827,828,829,830,831,832,833,834,837,838,839,841,842,843,844,845,846,847,849,850,851,852,853,854,855,856,858,861,862,866,867,868,870,871,872,873,876,877,879,880,883,884,885,886,887,888,889,891,892,893,894,895,896,897,898,899,902,909,910,911,912,913,914,915,916,917,918,921,922,923,924,925,926,927,928,930,935,940,941,943,944,945,946,948,952,953,954,955,960,961,978,979,980,981,987,991,992,1003,1009,1010,1033,1034,1035,1036,1037,1038,1043,1044,1045,1046,1047,1048,1049,1050,1053,1054,1057,1071,1074,1075,1076,1077,1078,1082,1091,1092,1102,1103,1104,1105,1112,1113,1122,1123,1131,1134,1135,1139,1141,1151,1158,1174,1176,1182,1194,1195,1203,1210,1211,1212,1213,1214,1215,1219,1221,1222,1223,1224,1226,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1237,1239,1240,1241,1242,1243,1244,1248,1249,1250,1251,1252,1253,1254,1256,1257,1258,1259,1260,1262,1263,1264,1265,1266,1267,1268,1269,1270,1271,1272,1274,1275,1276,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1300,1301,1303,1306,1307,1308,1309,1310,1312,1313,1314,1315,1316,1317,1318,1319,1320,1321,1322,1323,1324,1325,1326,1327,1328,1329,1331,1332,1333,1334,1335,1336,1339,1341,1345,1346,1349,1358,1360,1362,1365,1366,1368,1370,1371,1372,1373,1375,1376,1377,1381,1382,1385,1386,1387,1390,1391,1392,1393,1394,1395,1396,1398,1400,1401,1402,1405,1406,1407,1408,1409,1411,1412,1413,1414,1415,1417,1419,1421,1422,1425,1427,1428,1429,1431,1435,1438,1439,1440,1442,1445,1446,1447,1449,1450,1452,1454,1455,1456,1457,1460,1461,1462,1463,1464,1465,1466,1467,1468,1469,1470,1471,1473,1474,1475,1476,1477,1479,1480,1481,1488,1489,1490],"short":[31,39,739,838,967,1013,1014,1124,1353,1382,1433,1441,1447,1448,1457,1468,1470,1475,1476,1479,1487],"static":[2,4,19,22,24,587,588,1086,1431,1432,1433,1434,1450,1456,1465,1468,1470,1475,1489],"super":[16,18,39,839,843,846,850,852,853,854,1043,1044,1045,1053,1054,1055,1056,1210,1293,1431,1433,1434,1435,1452,1457,1460,1462,1464,1467],"switch":[10,16,38,39,1139,1177,1219,1342,1416,1440,1447,1457,1463],"throw":[18,19,38,39,134,160,262,267,472,474,511,537,826,841,875,893,909,913,1043,1215,1217,1218,1251,1259,1306,1416,1447,1459,1470],"transient":1472,"true":[1,2,3,4,6,11,16,17,18,19,21,22,24,35,38,39,98,139,151,201,260,267,268,269,270,271,272,274,275,276,277,278,279,280,281,289,334,338,340,384,396,407,413,423,430,431,439,484,485,496,499,510,515,519,528,533,538,554,559,560,561,562,563,565,573,575,578,587,589,590,591,593,594,595,596,597,598,599,600,601,602,603,604,605,611,613,616,619,621,622,628,629,635,636,637,643,647,657,733,738,743,744,745,787,790,792,802,803,804,807,817,821,822,823,824,825,826,827,828,829,830,831,832,833,834,835,836,837,838,841,844,845,846,848,852,853,854,856,858,861,866,867,876,879,881,883,884,885,887,888,890,891,892,895,904,905,906,907,910,912,913,915,917,921,922,924,925,926,927,930,935,940,943,945,948,952,953,954,955,956,957,958,959,960,961,962,963,964,965,967,972,973,974,975,976,977,978,980,982,983,984,986,987,988,991,992,995,996,997,998,1003,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1034,1035,1036,1037,1038,1039,1040,1041,1043,1046,1047,1048,1049,1050,1052,1057,1058,1059,1060,1074,1075,1082,1086,1088,1090,1091,1092,1095,1096,1105,1107,1108,1109,1112,1113,1115,1116,1117,1118,1119,1120,1123,1124,1125,1126,1127,1130,1131,1132,1134,1135,1139,1141,1143,1149,1150,1151,1174,1182,1207,1208,1210,1215,1216,1218,1219,1222,1223,1226,1227,1228,1240,1248,1249,1250,1251,1252,1253,1254,1256,1257,1258,1259,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1296,1298,1300,1308,1310,1311,1315,1316,1317,1334,1335,1342,1345,1349,1350,1353,1355,1359,1366,1369,1380,1381,1382,1385,1386,1390,1396,1400,1405,1413,1414,1416,1417,1418,1419,1425,1429,1432,1433,1434,1439,1440,1441,1442,1446,1447,1448,1450,1451,1452,1453,1454,1455,1456,1457,1459,1460,1462,1463,1464,1465,1466,1467,1468,1469,1470,1471,1473,1475,1476,1477,1478,1479,1480,1481,1483,1484,1485,1486,1487,1488,1489],"try":[4,5,7,18,25,26,30,33,711,787,845,846,852,967,972,973,974,975,976,977,1095,1115,1116,1117,1118,1119,1120,1124,1215,1271,1429,1431,1434,1435,1447,1450,1452,1453,1454,1458,1462,1464,1467,1470],"var":[2,26,31,33,36,962,963,964,997,998,1006,1007,1008,1015,1082,1136,1314,1419,1432,1434,1441],"void":[40,1456],"while":[1,4,8,10,11,16,17,18,19,22,38,39,561,562,582,716,841,843,852,853,895,941,952,968,1004,1006,1007,1008,1043,1049,1074,1082,1086,1158,1215,1237,1238,1239,1241,1242,1243,1244,1259,1435,1442,1446,1447,1450,1453,1454,1457,1458,1459,1462,1463,1465,1467,1470,1472,1473,1474,1477,1478,1479],AND:[616,904,1434,1447],AWS:25,Adding:1457,And:[718,719,858,922,927,967,1447,1452,1461,1462,1467,1489],Are:1462,But:[2,7,38,422,852,877,1215,1447,1452,1453,1454,1464,1465,1477,1488],CCs:11,Doing:[12,787,1464],For:[1,2,4,5,6,7,8,10,11,12,16,17,18,19,22,24,30,31,33,34,36,38,39,139,163,195,230,254,256,274,290,407,417,428,434,447,449,450,514,528,540,553,554,555,556,557,559,565,602,612,616,618,619,621,624,637,682,693,695,700,720,721,722,739,755,756,757,758,759,760,761,762,763,765,766,767,768,769,770,771,772,790,799,819,841,849,850,852,853,868,877,883,884,886,893,895,902,909,910,918,919,925,929,952,956,960,961,969,970,971,972,973,974,975,976,977,981,986,987,989,990,995,997,1004,1013,1015,1043,1046,1047,1048,1049,1057,1058,1064,1065,1066,1067,1068,1069,1074,1079,1093,1094,1098,1115,1116,1117,1139,1175,1177,1196,1210,1214,1215,1225,1248,1249,1250,1252,1259,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1294,1372,1377,1386,1397,1399,1403,1421,1422,1429,1430,1431,1434,1436,1441,1442,1443,1446,1447,1448,1449,1450,1452,1453,1454,1455,1457,1458,1459,1462,1463,1464,1465,1466,1467,1468,1470,1471,1472,1473,1475,1476,1477,1478,1479,1480,1486,1488,1489],Going:39,Has:[1003,1035,1048,1095,1131,1207,1209,1312,1313,1379,1486],IDE:39,IDEs:39,IDs:1469,IRs:1434,Its:[23,39,654,663,780,841,890,891,1043,1259,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1420,1434,1451],NFS:18,NOT:[18,24,33,34,35,39,618,905,1215,1229,1230,1231,1232,1233,1234,1235,1236,1245,1447,1472,1473],Not:[34,893,909,943,1431,1433,1434,1435,1452,1467,1468,1470],One:[4,11,18,39,623,832,1095,1176,1222,1225,1287,1294,1321,1322,1373,1431,1434,1442,1448,1449,1452,1456,1465,1472,1478],Ops:[5,1450,1467,1479],PRs:[7,8],RHS:914,Such:[11,16,17,38,1390,1417,1473],That:[24,31,34,39,893,909,911,1416,1438,1452,1453,1460,1464,1470,1480],The:[1,2,4,6,8,10,11,12,16,17,18,19,21,22,23,24,25,26,27,30,31,32,33,34,35,36,38,40,98,139,151,163,196,231,252,254,256,260,336,338,340,384,419,422,423,428,430,433,434,447,449,467,473,528,540,541,551,554,555,556,557,560,561,562,563,582,583,587,588,589,596,598,599,600,601,602,603,607,613,614,615,616,617,618,619,620,621,622,629,630,636,643,645,650,654,657,664,679,690,691,692,700,711,712,713,722,726,727,728,729,730,732,738,739,740,742,744,755,756,757,758,759,760,761,762,763,764,765,766,767,768,769,770,771,772,774,783,785,786,787,788,792,793,799,802,803,804,805,806,807,809,811,815,816,819,838,841,843,845,847,849,850,852,853,856,857,861,862,866,867,868,870,871,872,873,874,875,876,877,879,881,882,883,884,885,886,888,889,891,892,894,895,910,911,912,913,914,916,917,918,919,921,925,935,941,944,945,948,949,950,951,952,953,954,955,956,957,958,959,960,961,962,963,964,965,967,972,973,974,975,976,977,978,980,981,986,987,988,990,991,992,995,996,997,998,1002,1003,1004,1006,1007,1008,1009,1010,1012,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1033,1034,1035,1036,1037,1038,1043,1046,1048,1050,1057,1058,1060,1061,1071,1072,1074,1082,1085,1086,1091,1092,1094,1095,1105,1108,1109,1123,1124,1130,1131,1132,1134,1135,1138,1139,1141,1150,1151,1174,1177,1191,1207,1210,1212,1213,1214,1215,1217,1218,1219,1220,1221,1222,1223,1225,1227,1229,1230,1231,1232,1233,1234,1235,1236,1238,1239,1241,1242,1245,1251,1253,1254,1256,1258,1259,1260,1279,1280,1281,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1300,1301,1304,1307,1310,1315,1316,1317,1319,1321,1323,1328,1332,1334,1335,1337,1342,1347,1348,1353,1354,1369,1372,1373,1377,1382,1386,1387,1390,1392,1396,1398,1399,1400,1402,1403,1406,1407,1408,1409,1415,1416,1417,1420,1421,1425,1429,1431,1432,1433,1435,1436,1438,1439,1440,1441,1442,1445,1446,1447,1448,1449,1450,1451,1452,1453,1454,1455,1456,1457,1458,1459,1460,1461,1462,1463,1464,1465,1466,1467,1468,1469,1470,1471,1472,1473,1474,1475,1476,1478,1479,1480,1481,1486,1489,1490],Their:730,Then:[2,34,39,990,1094,1224,1448,1451,1452,1459,1462,1463,1464,1470,1471],There:[2,7,8,15,18,33,39,981,1013,1058,1253,1429,1431,1433,1434,1442,1447,1450,1452,1453,1456,1458,1461,1464,1467,1470,1472,1479,1481,1489],These:[1,3,4,11,12,16,18,19,22,39,654,739,838,841,932,952,1210,1223,1430,1431,1432,1433,1434,1441,1442,1443,1446,1447,1450,1451,1452,1457,1460,1462,1464,1467,1470,1471,1476,1481,1488],Use:[2,16,18,24,33,634,656,657,794,854,885,981,1076,1082,1194,1203,1208,1215,1259,1441,1442,1458,1459,1462,1463,1466,1467,1470,1471,1478,1479],Used:[4,16,40,1462,1468,1476],Useful:[26,33,686,953,954,955,991,992,1036,1037,1038,1134,1135,1476,1479],Uses:[33,657,1435,1450],Using:[16,18,19,22,26,30,39,589,828,852,883,983,984,988,1055,1056,1071,1215,1293,1431,1447,1452,1454,1457,1458,1462,1464,1466,1467,1470,1473],WITH:1462,Will:[9,18,39,1372,1433,1442,1462,1468],With:[16,18,22,38,853,962,963,964,973,974,976,977,1006,1007,1008,1082,1093,1095,1116,1119,1150,1175,1207,1279,1321,1435,1447,1450,1452,1470,1478,1486],Yes:1462,___torch_mangle_0:1462,__abs__:1434,__add__:1452,__and__:1432,__array_function__:1452,__bool__:[39,1432,1434],__bytes__:1435,__complex__:1432,__config__:[1430,1449],__constants__:[1431,1433],__contains__:1434,__del__:[1435,1447],__dict__:[1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296],__dlpack__:23,__enter__:1434,__exit__:[39,1434,1435,1464],__file__:[1429,1461,1464],__float__:1432,__format__:1435,__get__:1488,__getitem__:[16,1416],__hash__:1435,__hex__:1432,__iand__:1432,__ilshift__:1432,__import__:[1434,1464],__index__:1434,__init__:[2,16,18,22,39,839,842,843,846,850,852,853,854,1043,1044,1045,1053,1054,1210,1431,1433,1434,1447,1452,1453,1457,1460,1462,1464,1467,1478],__int__:1432,__ior__:1432,__irshift__:1432,__iter__:[16,1435],__ixor__:1432,__len__:[16,39,1432],__lshift__:1432,__lt__:1434,__main__:[16,18,25,26,34,1448,1451,1458,1461,1471],__matmul__:1,__module__:1488,__name__:[16,18,25,26,34,1451,1452,1458,1461,1464,1471],__new__:[1433,1435],__oct__:1432,__or__:1432,__pow__:1,__qualname__:24,__r:1435,__rdiv__:1,__reduce__:1464,__reduce_package__:1464,__repr__:[4,1452],__rpow__:1,__rshift__:1432,__rtruediv__:1,__slots__:1435,__str__:[39,1432,1434],__torch__:[1432,1434,1462],__torch_function__:[39,1488],__torch_package__:1464,__xor__:1432,_annotatednamedtupl:1434,_assign_worker_rank:24,_back:[971,1066,1069,1177],_bottom:[970,971,1065,1066,1068,1069,1098,1177],_call:22,_callable_arg:1489,_caller:1469,_cat:22,_channel:[972,973,974,975,976,977,998,1107,1108,1109,1115,1116,1117,1118,1119,1120,1470,1486],_class:952,_compilation_unit:[852,853],_cudadeviceproperti:677,_data:4,_debug_only_display_vmap_fallback_warn:[595,597],_dependentproperti:22,_devices_kw:1469,_dim:[986,1486],_distributed_c10d:[17,18],_distributed_rpc:1470,_embed:1486,_exit_barri:24,_ext:1461,_extra_fil:[840,841,847,849,1456],_factor:[1055,1056,1095,1096,1097],_featur:[952,965,1028,1030,1111,1156,1486,1487],_fft:[1382,1432],_force_outplac:[852,853],_fork:[1434,1449],_formatt:1353,_forward_cl:2,_frames_up:850,_front:[971,1066,1069,1177],_get_overridable_funct:1452,_get_testing_overrid:1452,_glibcxx_use_cxx11_abi:644,_greaterthan:22,_greaterthaneq:22,_growth_track:1,_halfopeninterv:22,_head:1049,_if_scalar_type_a:1462,_in:1445,_independentconstraint:22,_index:[980,1050],_indic:[1372,1473],_initialize_work:24,_instanc:22,_int:[753,754],_integerinterv:22,_interv:22,_invers:22,_is_valu:1462,_key_padding_mask:1086,_layer:[995,1013,1058],_left:[969,970,971,1064,1065,1066,1067,1068,1069,1098,1177],_length:[613,622,803,804,838,967,1382],_lessthan:22,_like:1479,_linalg:1432,_linewidth:4,_load_from_state_dict:1043,_log:1434,_log_api_usage_onc:1456,_mask:[1086,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1245],_max:[753,754],_metadata:[1043,1452],_min:[753,754],_mode:1445,_module_class:[852,853],_monitor_work:24,_multinomi:22,_namedtupleannot:1434,_nn:1432,_onnx_main_opset:1462,_onnx_stable_opset:1462,_orig:[1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1245],_orthogon:1222,_out:[1445,1447,1454],_output:1447,_pad:[975,976,977],_point:[753,754],_random_sampl:[991,992,1432],_ratio:991,_raw_saved_:1447,_raw_saved_self:1447,_rcb:850,_rendezv:24,_resnet18:1429,_restart_work:24,_retain_param_nam:1462,_revers:1013,_right:[969,970,971,1064,1065,1066,1067,1068,1069,1098,1177],_run_process:1471,_safe_foo:11,_sampl:935,_save:1447,_saved_oth:1447,_saved_result:1447,_saved_self:1447,_scalar:1462,_set_rpc_timeout:1470,_shape:1015,_shutdown:24,_size:[949,950,951,953,954,955,957,958,959,972,973,974,975,976,977,990,991,995,996,1011,1012,1013,1014,1036,1037,1038,1039,1040,1041,1058,1060,1094],_slope:[1029,1154,1445],_softmax:1474,_special:1432,_spectralnorm:1223,_stack:22,_stacklevel:[1158,1194,1195,1432],_start_work:24,_stop_work:24,_sum_0:1267,_sum_:1267,_sum_t:1267,_sync_param:1451,_sysimport:1464,_tensor:[2,102],_tensor_str:1353,_top:[970,971,1065,1066,1068,1069,1098,1177],_transport:1470,_unannotatednamedtupl:1434,_unimpl:1462,_use_new_zipfile_seri:1342,_valu:[639,952,1220,1372,1452,1473],_variablefunct:1462,_version:[604,817],_wait:[1434,1449],_weight:[986,987,1486],_with_arg:1489,_with_callable_arg:1489,a3c:1458,a_0:857,a_1:857,a_big:[1386,1390],a_dict:1433,a_expr:1434,a_float32:1,a_ful:1450,a_i:[1091,1092],a_l:915,a_lu:[913,914,915],a_n:857,a_tupl:1433,a_u:915,aaa:1478,ab_fp32:1450,ab_ful:1450,ab_tf32:1450,abbrevi:701,abc:[1248,1434],abi:[11,12],abil:[8,1342,1456,1464],abl:[3,7,18,33,839,849,1086,1215,1431,1441,1447,1452,1460,1462,1464,1467,1470],abnorm:[1440,1458],abort:[18,1450],about:[2,8,13,16,18,19,21,24,26,30,32,34,39,196,433,541,602,603,673,693,695,696,698,699,700,701,705,706,707,866,871,911,987,1248,1293,1429,1431,1433,1434,1449,1450,1452,1453,1456,1458,1460,1464,1466,1467,1471,1472,1473,1477,1479,1480],abov:[2,4,12,18,22,26,33,35,39,613,622,637,700,722,726,727,728,729,739,793,803,804,841,842,857,868,870,871,881,883,887,888,891,892,895,960,990,1043,1071,1079,1094,1210,1260,1287,1310,1321,1322,1353,1382,1403,1406,1407,1408,1409,1429,1431,1433,1434,1447,1448,1449,1450,1452,1454,1457,1459,1460,1462,1464,1470,1471,1472,1473,1474,1480],abridg:1453,abruptli:1440,abs:[22,42,43,549,632,635,868,879,880,883,892,895,1013,1062,1086,1092,1094,1179,1256,1259,1294,1300,1304,1432,1434,1441,1442,1450,1457,1479],abs_:[44,1432,1441,1479],absent:1451,absolut:[8,10,11,39,44,548,560,602,603,783,830,865,869,881,886,1004,1010,1074,1148,1152,1192,1232,1233,1235,1236,1238,1241,1242,1243,1244,1259,1304,1356,1432,1457,1474,1479,1480],absolute_:1432,abstransform:22,acceler:[7,17,962,963,964,1082,1265,1455],accept:[7,8,18,98,447,587,588,589,592,601,634,690,786,841,844,980,1043,1050,1071,1234,1248,1249,1253,1347,1434,1442,1450,1452,1462,1463,1468,1470,1476,1478],access:[2,8,16,18,38,593,660,841,843,852,952,1043,1210,1217,1218,1223,1227,1249,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1431,1432,1434,1435,1438,1440,1442,1447,1450,1453,1454,1456,1457,1462,1470,1473,1476,1477,1479,1490],accident:7,accommod:[1039,1040,1041],accompani:7,accomplish:[7,1457],accord:[2,24,614,626,736,808,887,917,935,952,987,1210,1215,1229,1230,1231,1232,1233,1234,1235,1236,1287,1293,1374,1397,1423,1434,1442,1445,1457,1459,1461,1464,1472,1480,1489],accordingli:[39,371,848,1013,1227,1470],account:[5,31,39,1215,1449,1473],accumul:[1,2,98,231,254,259,260,407,553,589,601,1215,1266,1267,1416,1431,1432,1447,1450,1451,1453,1463,1470,1471,1473],accumulategrad:[2,1447],accur:[26,657,799,898,1317,1403,1450,1471],accuraci:[1,17,1446,1457,1467,1468,1478,1489],achiev:[16,17,18,22,34,841,967,1043,1050,1141,1215,1450,1456,1464,1470,1472],ack:1472,acknowledg:[18,1472],aco:[1,46,567,1432,1441,1480],acos_:[1432,1441],acosh:[48,73,568,1432,1441],acosh_:[74,1432,1441],acquaint:7,acquir:[35,39,1457,1472,1473],acquisit:35,across:[16,17,18,21,24,34,39,540,574,609,665,699,700,739,753,849,852,926,981,990,1031,1049,1051,1082,1094,1110,1141,1157,1203,1215,1234,1238,1259,1342,1430,1431,1441,1447,1451,1453,1456,1457,1458,1459,1465,1470,1471,1475,1478,1489],act:[22,24,31,961,1044,1045,1054,1229,1230,1231,1232,1233,1234,1235,1236,1237,1239,1241,1242,1243,1244,1245,1416,1450,1457,1459,1489],action:[8,18,22,24,27,39,1450,1464,1466,1472],activ:[2,6,7,35,686,700,895,956,983,984,988,998,1015,1042,1044,1061,1072,1086,1088,1090,1132,1169,1191,1225,1226,1227,1259,1438,1440,1452,1457,1462,1463,1465,1466,1467,1468,1470,1480,1489],activation_fp32:1467,active_byt:700,actual:[2,24,26,39,647,757,771,780,850,852,975,976,977,1139,1215,1239,1287,1429,1433,1434,1441,1447,1450,1451,1452,1454,1458,1461,1467,1470,1473,1480,1489],actual_input_1:1462,acycl:1447,adagrad:[986,1470],adam:[8,9,19,21,22,1269,1270,1272,1282,1463],adapt:[4,949,950,951,952,953,954,955,982,1099,1100,1101,1102,1103,1104,1266,1267,1278,1280,1287,1450,1468,1486],adaptive_avg_pool1d:[1432,1452],adaptive_avg_pool2d:[1432,1452,1468,1486],adaptive_avg_pool3d:[1432,1452],adaptive_max_pool1d:[1432,1452],adaptive_max_pool1d_with_indic:[1432,1452],adaptive_max_pool2d:1432,adaptive_max_pool2d_with_indic:1432,adaptive_max_pool3d:1432,adaptive_max_pool3d_with_indic:1432,adaptiveavgpool1d:1099,adaptiveavgpool2d:[1100,1416,1486],adaptiveavgpool3d:[1101,1416],adaptivelogsoftmaxwithloss:1436,adaptivemaxpool1d:1102,adaptivemaxpool2d:[1103,1416],adaptivemaxpool3d:1104,add:[1,2,4,7,12,13,16,18,21,30,33,38,39,50,231,254,447,449,553,554,555,558,664,690,841,850,952,967,972,973,974,975,976,977,1019,1020,1021,1022,1023,1024,1043,1045,1049,1050,1054,1057,1141,1182,1210,1212,1213,1214,1215,1227,1229,1230,1231,1232,1233,1234,1235,1236,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1378,1429,1431,1432,1433,1434,1438,1441,1446,1448,1449,1452,1456,1457,1462,1464,1466,1467,1468,1470,1471,1472,1473,1476,1477,1478,1486,1488,1489],add_1:39,add_2:39,add_:[18,163,1432,1441,1448,1473],add_argu:[18,34,1450],add_audio:1478,add_bias_kv:1049,add_custom_scalar:1478,add_depend:1464,add_done_callback:38,add_embed:1478,add_figur:1478,add_graph:1478,add_histogram:1478,add_hparam:1478,add_imag:1478,add_mesh:1478,add_metadata:1466,add_metadata_json:1466,add_modul:[841,1043],add_node_nam:1462,add_observer_:[1468,1489],add_param_group:[21,1227,1265,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1281,1282],add_pr_curv:1478,add_pruning_method:1234,add_quant_dequ:[1468,1489],add_relu:1486,add_scalar:[1478,1486],add_stat_valu:1434,add_submodul:39,add_text:1478,add_video:1478,add_zero_attn:[1049,1432],addbackward0:[1457,1460],addbmm:[1,52,612,1432],addbmm_:1432,addcdiv:[1,54,1432],addcdiv_:1432,addcmul:[1,56,1432],addcmul_:1432,added:[4,7,11,17,18,21,30,38,39,260,407,449,553,554,555,556,557,558,612,783,841,957,958,959,962,963,964,972,973,974,975,976,977,990,998,1006,1007,1008,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1036,1037,1038,1039,1040,1041,1043,1049,1057,1071,1082,1086,1094,1118,1119,1120,1136,1211,1212,1213,1214,1215,1216,1227,1234,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1314,1315,1316,1330,1367,1378,1431,1433,1456,1457,1462,1464,1478,1480,1489],adder:[598,600],addglobalcallback:1456,adding:[16,18,30,39,254,566,739,900,961,1050,1237,1238,1239,1241,1242,1243,1244,1279,1429,1431,1433,1442,1446,1452,1454,1457,1462,1464,1467],addit:[1,2,4,7,8,11,12,18,19,22,27,33,34,38,39,274,447,531,700,838,841,844,848,952,962,963,964,965,975,976,977,987,994,997,1004,1006,1007,1008,1022,1023,1024,1028,1029,1030,1031,1033,1039,1040,1041,1043,1049,1051,1076,1078,1082,1086,1092,1111,1118,1119,1120,1156,1215,1271,1413,1414,1421,1431,1433,1434,1441,1442,1447,1449,1450,1452,1456,1458,1461,1462,1466,1467,1468,1470,1471,1472,1473,1477,1480,1486,1489],addition:[16,17,18,22,98,447,589,844,952,1006,1007,1008,1453,1481],additional_fuser_method_map:1489,addmm:[1,58,1378,1432,1441,1473],addmm_:[1,1432,1441,1473],addmmbackward:1457,addmod:843,addmv:[1,60,1432,1441],addmv_:[1432,1441],addr:[1,62,1432],addr_:1432,address:[16,18,33,36,158,602,603,1440,1450,1470,1471],adher:[8,18,1434],adjac:[566,623,983,984,988,1326],adject:1473,adjust:[18,21,1002,1449],admit:[33,34,1450],adopt:[8,18,1483,1484,1485,1486,1487],advanc:[6,12,16,17,24,1086,1088,1090,1258,1442,1450,1455,1458,1477,1478],advantag:[18,33,34,961,1004,1453,1470,1473],adversari:[1223,1254],advic:7,advis:[24,540,566,577,1458],advisori:7,affect:[1,2,7,15,163,164,590,604,605,611,658,743,795,817,841,1013,1043,1058,1095,1150,1207,1257,1350,1446,1447,1450,1454,1457,1459,1475,1486],affin:[22,408,409,410,411,412,962,963,964,998,1006,1007,1008,1015,1016,1017,1018,1025,1026,1027,1082,1105,1450,1457,1486],affine_grid:[1139,1432],affine_grid_gener:1432,affinetransform:22,aforement:1458,aforment:34,after:[1,2,7,11,16,17,18,19,21,33,35,38,39,201,589,591,656,657,686,690,737,826,841,844,882,918,948,981,1028,1043,1046,1086,1088,1090,1105,1139,1210,1212,1215,1227,1229,1233,1235,1286,1287,1293,1294,1382,1403,1424,1429,1433,1434,1440,1445,1446,1447,1450,1451,1452,1453,1454,1456,1457,1458,1462,1463,1464,1466,1467,1470,1471,1472,1474,1476,1478,1489],afterward:[2,1043,1210,1215],again:[1,6,16,18,24,935,1447,1457],against:[5,18,24,33,566,602,603,765,769,770,772,790,832,841,852,853,1043,1049,1434,1464],agent:[20,25,26,27,30,32,34,35,1470],aggreg:[17,18,26,987,1131,1215,1238,1465],aggress:[2,838,1447],agnost:[4,33,1139,1442],agre:[33,885,1472],agument:1488,ahead:[7,1430,1467],aid:[7,39,1447],aidan:[1086,1088,1090],ail:9,ailzhang:9,aim:7,ainv:[875,876,890],aka:[18,608,1004,1447,1476],akin:1456,alban:9,alband:9,albeit:1454,alex:9,alexandr:1417,alfredo:9,algebra:[739,884,1437],algorithm:[3,4,7,10,14,17,19,21,22,24,40,634,838,875,880,884,895,967,972,973,974,975,976,977,990,995,1013,1058,1094,1095,1115,1116,1117,1118,1119,1120,1124,1139,1150,1207,1215,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1282,1300,1386,1387,1416,1430,1447,1470,1473,1486],alia:[22,27,43,44,131,132,344,372,373,380,549,567,568,569,570,571,572,640,646,725,731,734,746,747,748,750,751,773,794,800,801,812,813,814,820,839,863,864,878,908,920,931,936,938,947,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1093,1218,1248,1261,1297,1302,1305,1340,1357,1361,1363,1384,1388,1389,1404,1410,1426,1434,1474,1479],alias:[1433,1434,1452],alic:1465,alican:9,alicanb:9,align:[17,739,799,882,959,967,995,1009,1013,1037,1038,1058,1095,1124,1150,1151,1207,1222,1259,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281,1285,1403,1441,1447,1454,1474,1486,1489],align_a:[1432,1441,1442],align_corn:[1095,1096,1105,1139,1150,1207,1208,1432,1486],align_tensor:1432,align_to:[1432,1441,1442],aliv:[2,16,24,33,1447,1450,1453,1458,1470,1471,1472],all:[1,2,4,6,7,8,10,11,12,16,17,18,19,21,22,24,26,30,31,32,33,34,35,36,38,39,40,98,201,254,256,274,422,447,449,475,489,531,534,553,554,560,564,565,574,587,588,589,591,592,595,596,597,598,599,600,601,602,603,608,609,610,614,623,625,630,631,635,638,639,643,653,657,658,659,663,664,673,680,684,690,691,692,699,700,705,706,708,709,713,715,717,738,756,757,758,759,763,764,768,770,772,787,790,810,837,838,841,847,849,850,852,870,894,913,922,924,927,940,941,942,943,952,959,961,965,967,970,971,972,973,974,975,976,977,981,986,987,990,995,996,997,998,1003,1009,1010,1013,1014,1030,1034,1038,1039,1040,1041,1043,1044,1045,1046,1047,1048,1049,1050,1051,1053,1054,1058,1060,1064,1065,1066,1067,1068,1069,1082,1086,1088,1090,1091,1094,1098,1105,1111,1131,1136,1141,1160,1161,1194,1210,1211,1212,1213,1214,1215,1219,1222,1227,1234,1238,1248,1252,1258,1259,1260,1265,1266,1267,1268,1269,1270,1271,1272,1275,1277,1278,1279,1280,1281,1282,1283,1284,1287,1290,1291,1294,1295,1296,1308,1370,1371,1372,1373,1377,1379,1380,1381,1382,1385,1390,1397,1399,1406,1407,1408,1409,1412,1414,1418,1419,1421,1424,1429,1431,1432,1433,1434,1438,1440,1441,1442,1446,1447,1449,1450,1451,1452,1453,1454,1455,1457,1458,1459,1460,1461,1462,1464,1465,1466,1467,1468,1469,1470,1471,1472,1473,1474,1475,1476,1478,1480,1488,1489],all_gath:18,all_gather_multigpu:18,all_gather_object:18,all_input_nod:39,all_reduc:[18,35,1215],all_reduce_multigpu:18,all_to_al:18,allclos:[39,602,603,887,890,891,1227,1310,1390,1432],allevi:1465,alloc:[2,5,10,17,22,24,33,195,270,422,658,672,673,693,695,696,698,699,700,701,706,707,711,740,742,1325,1396,1440,1447,1450,1451,1455,1466,1476],allocated_byt:700,allow:[1,2,4,7,8,10,11,12,16,17,18,19,22,24,25,33,34,39,98,447,589,601,602,629,643,690,711,739,841,845,854,882,900,957,958,959,980,981,997,1036,1037,1038,1043,1046,1049,1071,1086,1215,1220,1258,1280,1416,1429,1433,1434,1441,1442,1446,1447,1448,1449,1450,1451,1452,1454,1455,1456,1457,1458,1460,1462,1463,1464,1465,1466,1467,1468,1470,1473,1476,1477,1478,1480,1489],allow_empti:1464,allow_list:1489,allow_subclass:1480,allow_tf32:[3,1432,1450],allow_unreach:2,allow_unus:[601,1432],allreduc:[17,18,1215,1450,1451],allreduce_hook:17,almost:1461,alon:[1433,1464],along:[1,11,16,18,22,26,33,254,256,258,428,447,449,450,553,563,575,576,638,653,663,665,722,730,737,739,755,760,761,765,766,769,775,790,810,816,819,858,933,940,944,953,954,955,979,991,992,1033,1036,1037,1038,1076,1078,1105,1122,1134,1135,1138,1141,1158,1175,1194,1195,1233,1235,1242,1243,1252,1258,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1293,1311,1331,1332,1337,1366,1368,1370,1374,1379,1393,1397,1400,1403,1412,1424,1429,1433,1448,1452,1453,1456,1457,1464,1467,1474,1489],alongsid:[841,1043],alpha:[22,49,50,51,52,57,58,59,60,61,62,99,100,254,483,490,491,492,493,552,553,556,557,558,612,803,956,966,985,1031,1070,1106,1114,1128,1129,1139,1157,1189,1265,1279,1367,1378,1383,1384,1432,1447,1452,1462,1486],alpha_dropout:1432,alpha_dropout_:1432,alpha_f:1462,alphabet:[739,1124,1470],alphadropout:[988,1106],alreadi:[1,2,10,16,17,18,19,33,34,38,39,138,149,151,399,422,454,510,528,529,578,684,841,848,894,1043,1213,1215,1248,1412,1413,1429,1431,1439,1441,1442,1446,1447,1452,1454,1458,1462,1463,1464,1471,1472,1475,1477,1489],also:[1,2,3,4,6,7,8,10,11,12,16,17,18,22,30,33,38,39,102,160,163,164,195,262,447,449,472,537,587,590,593,604,605,613,622,690,700,720,721,738,739,743,759,790,793,795,803,804,817,841,843,844,846,848,852,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,884,885,886,887,888,889,926,932,933,941,952,960,962,963,964,972,973,974,975,976,977,980,987,990,995,1013,1043,1050,1058,1072,1074,1082,1091,1092,1094,1118,1119,1120,1139,1176,1191,1210,1215,1225,1227,1237,1239,1241,1242,1243,1244,1257,1283,1289,1293,1295,1298,1323,1342,1348,1369,1377,1386,1391,1393,1402,1403,1413,1414,1425,1429,1430,1431,1433,1434,1438,1440,1441,1442,1445,1446,1447,1449,1450,1451,1452,1453,1454,1455,1456,1457,1458,1460,1461,1462,1463,1464,1465,1467,1468,1470,1471,1473,1474,1477,1478,1479,1480,1481,1488,1489],alter:[1446,1452],altern:[2,16,18,39,847,894,1071,1088,1090,1158,1215,1264,1428,1429,1435,1446,1447,1457,1459,1461,1462,1489],although:[7,22,39,658,975,976,977,1043,1051,1215,1430,1434,1446,1452,1465,1467,1473],altogeth:[1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282],alwai:[1,11,13,16,17,18,31,35,39,279,384,592,601,613,622,632,638,726,733,755,756,758,759,760,766,767,768,769,771,774,778,803,804,841,849,852,867,870,871,872,873,875,876,880,883,884,885,886,888,890,911,941,960,962,963,964,981,1006,1007,1008,1016,1017,1018,1025,1026,1027,1043,1079,1082,1210,1215,1248,1334,1335,1345,1355,1382,1386,1396,1413,1416,1434,1435,1440,1447,1448,1449,1450,1451,1452,1454,1456,1457,1462,1464,1465,1469,1470,1472,1473,1476,1479,1480],amatch:1464,amax:[562,563,1432],amazonaw:[1429,1439,1461],ambigu:[22,39,826,975,976,977,990,1039,1040,1041,1095,1434],amd:1455,amelior:4,amin:[561,563,1432],aminmax:1432,among:[16,17,18,21,22,33,661,662,665,981,1260,1434],amort:4,amount:[2,4,5,7,16,18,24,33,39,603,673,695,696,700,838,972,973,974,975,976,977,980,990,1031,1046,1094,1123,1232,1233,1235,1236,1238,1240,1241,1242,1243,1244,1245,1442,1447,1449,1450,1453,1455,1470],amp:[1430,1446],amper:3,amplitud:[1287,1293],amsgrad:[1268,1269],an_error:1433,anaconda:1461,analag:1457,analog:[4,39,560,604,722,760,817,1013,1281,1386,1399],analysi:[4,17,39,856,1300,1435,1457],analyt:[22,602,603],analyz:[4,39,1451,1452],ancestor:1472,anchor:[39,1091,1092,1204,1205,1432],anchor_id:1092,and_expr:1434,and_test:1434,andrea:895,andrew:895,angl:[22,582,723,869,886,1029,1304,1318,1356,1432],ani:[1,2,4,5,6,7,8,10,11,16,17,18,19,21,22,24,26,27,31,32,33,34,36,38,39,98,195,434,474,563,566,588,589,593,595,597,601,602,603,626,630,631,647,657,686,690,755,756,758,759,760,764,766,767,768,783,840,841,844,846,849,850,852,858,866,868,870,871,875,877,879,880,883,887,888,892,949,950,951,953,954,955,956,960,961,965,966,972,973,974,981,982,985,989,990,993,994,997,999,1000,1001,1002,1003,1004,1005,1009,1010,1029,1030,1032,1033,1034,1042,1043,1051,1057,1061,1062,1063,1070,1071,1072,1073,1074,1075,1076,1078,1079,1080,1081,1083,1084,1085,1092,1093,1094,1111,1115,1116,1117,1156,1175,1176,1210,1215,1229,1230,1231,1232,1233,1234,1235,1236,1239,1249,1250,1252,1253,1259,1287,1326,1342,1351,1353,1380,1381,1386,1418,1419,1429,1431,1432,1433,1438,1440,1441,1442,1446,1447,1449,1450,1452,1454,1455,1456,1457,1458,1459,1462,1464,1465,1467,1470,1471,1472,1473,1478,1480,1486,1488,1489],anm:739,anneal:[1285,1286,1293,1463],anneal_epoch:1463,anneal_strategi:[1293,1463],annihil:1293,annot:[2,26,31,39,606,850,1431,1433,1435,1470],annotated_assignment_stmt:1434,announc:33,anoth:[2,7,16,17,18,22,39,422,656,657,658,848,870,871,874,888,986,987,1044,1053,1210,1223,1431,1433,1434,1446,1447,1449,1450,1452,1457,1458,1461,1464,1465,1471,1472,1473,1479,1481],another_forward:1431,another_input:1215,another_packag:1464,answer:[7,8,39,961,1240,1489],anticip:6,anyenumtyp:1432,anymor:[18,163,1215],anyon:8,anystr:[1433,1434],anyth:[6,7,26,38,850,1431,1452,1457,1464,1489],anywai:1447,anywher:1446,aoa:1461,apart:[10,1434,1447],apaszk:[8,9],apex:17,api:[4,8,17,18,19,24,25,26,30,31,32,33,34,38,656,682,683,684,690,714,849,850,1215,1429,1438,1440,1441,1447,1451,1460,1468,1470,1471,1473,1478,1488],apinv:884,appear:[5,18,22,39,690,739,776,777,894,930,932,1214,1216,1332,1355,1431,1434,1441,1442,1452,1457,1462,1464],append:[2,18,38,39,170,195,531,690,729,730,918,996,1014,1045,1054,1060,1215,1432,1433,1434,1447,1449,1458,1461,1462,1478,1487],appendix:17,appl:4,appli:[1,2,4,6,17,22,24,26,33,39,70,336,408,447,591,593,594,602,617,620,649,727,729,733,755,756,758,759,760,761,762,763,765,766,767,768,769,770,772,783,841,844,895,913,949,950,951,953,954,955,956,957,958,959,960,961,962,963,964,965,966,967,972,973,974,975,976,977,978,980,985,991,992,993,994,995,997,998,999,1000,1001,1002,1003,1004,1006,1007,1008,1009,1010,1011,1012,1013,1015,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1042,1043,1046,1047,1048,1050,1051,1057,1058,1061,1062,1063,1070,1071,1072,1073,1074,1075,1076,1077,1078,1079,1080,1081,1082,1083,1084,1086,1091,1092,1096,1097,1099,1100,1101,1102,1103,1104,1106,1107,1108,1109,1110,1111,1112,1113,1114,1115,1116,1117,1118,1119,1120,1123,1124,1125,1126,1127,1128,1132,1134,1135,1136,1137,1140,1142,1143,1144,1145,1149,1151,1153,1154,1156,1157,1158,1159,1160,1161,1163,1164,1165,1169,1174,1182,1183,1184,1185,1189,1190,1191,1194,1195,1196,1197,1198,1199,1200,1210,1214,1215,1222,1223,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1248,1249,1254,1256,1259,1266,1282,1294,1307,1312,1313,1314,1315,1316,1330,1368,1370,1382,1413,1414,1415,1431,1434,1440,1442,1446,1447,1450,1452,1454,1457,1462,1463,1464,1465,1467,1470,1471,1473,1485,1486,1489],applic:[2,22,33,673,980,981,1088,1090,1123,1215,1447,1449,1450,1451,1452,1455,1456,1457,1459,1462,1467,1470,1471,1472,1473,1479,1489],apply_mask:[1229,1230,1231,1232,1233,1234,1235,1236],appreci:7,approach:[17,18,39,632,1431,1440,1447,1450,1454,1467,1470,1473],appropri:[1,7,18,19,22,38,39,690,852,913,1043,1434,1435,1442,1454,1465,1467,1470,1471,1472,1488],approv:8,approx:[799,1387,1454],approxim:[2,4,17,21,33,39,799,895,919,952,1057,1072,1079,1182,1191,1223,1265,1300,1387,1403,1434,1450,1451,1452,1454,1490],apr:838,arang:[10,16,18,447,531,558,559,563,565,626,638,642,722,736,755,759,765,769,771,775,776,777,778,785,808,857,858,862,865,879,882,883,892,1064,1065,1066,1067,1068,1095,1096,1097,1176,1259,1260,1299,1307,1311,1326,1333,1338,1374,1385,1397,1398,1400,1401,1403,1423,1432,1460,1474,1478],arbitrari:[2,4,18,21,195,588,722,888,894,981,986,1010,1034,1094,1112,1113,1130,1151,1177,1248,1386,1403,1434,1447,1456,1457,1463,1465,1467,1473,1481,1488],arbitrarili:[447,843,1105,1434],arcco:[72,1432,1480],arccos_:1432,arccosh:[74,1432],arccosh_:1432,arch:11,architectur:[39,674,980,1086,1123,1349,1450,1467],archiv:1456,arcsin:[76,579,1432,1473],arcsin_:[1432,1473],arcsinh:[78,1432],arcsinh_:1432,arctan:[80,1432],arctan_:1432,arctang:[581,582],arctanh:[82,1432],arctanh_:1432,are_deterministic_algorithms_en:3,area:[7,8,1150,1457,1474],aren:[1,39,1441,1447,1471,1488],arg0:[2,18],arg1:[2,18,31,32,34],arg2:18,arg3:18,arg:[1,2,4,5,6,11,16,18,22,24,25,31,32,34,35,36,38,39,510,528,588,591,592,690,841,843,913,960,961,978,980,995,1003,1005,1009,1010,1013,1034,1035,1043,1046,1047,1048,1050,1057,1058,1071,1074,1075,1082,1091,1102,1103,1104,1112,1113,1123,1134,1135,1151,1163,1164,1165,1174,1182,1210,1215,1229,1234,1248,1253,1387,1413,1414,1429,1432,1434,1435,1440,1442,1447,1450,1451,1452,1458,1462,1464,1465,1470,1471,1472,1475,1485,1486,1487,1488,1489],arg_constraint:22,arg_nam:1432,arg_transform:39,arg_typ:39,argh:1480,argmax:[922,952,1036,1393,1432],argmin:[927,1432],argpars:[18,34,1450],args_it:39,args_tail:39,argskwargspair:39,argsort:[1393,1432],argument:[1,2,4,5,6,11,16,18,19,21,22,24,31,34,36,38,39,40,98,139,151,254,423,447,489,510,528,548,550,551,552,553,554,555,556,557,558,559,561,562,563,564,565,566,579,580,581,582,583,587,588,589,591,592,593,596,598,599,600,601,611,612,613,614,616,617,618,619,620,621,622,624,628,631,633,634,635,636,637,639,641,642,645,648,649,651,652,654,655,670,672,675,676,682,690,710,714,718,719,720,721,722,723,726,727,728,729,730,733,735,736,737,738,740,741,742,744,749,752,755,756,757,758,760,761,762,763,765,766,767,768,769,770,771,772,778,779,780,781,782,783,785,787,788,789,790,791,792,793,799,802,803,804,805,806,807,808,809,810,811,816,819,835,836,838,841,843,850,852,853,856,857,858,859,860,861,862,865,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,894,895,896,897,898,899,900,901,902,904,905,906,907,909,910,911,912,914,917,918,921,922,923,924,925,927,928,929,930,933,934,935,937,939,940,941,942,943,945,946,948,962,963,964,967,972,973,974,975,976,977,980,987,990,1002,1005,1006,1007,1008,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1039,1040,1041,1043,1044,1050,1051,1053,1082,1094,1096,1097,1139,1175,1210,1212,1213,1214,1215,1226,1227,1229,1233,1234,1238,1242,1248,1258,1260,1263,1264,1287,1298,1299,1303,1304,1307,1308,1310,1311,1318,1319,1320,1321,1322,1323,1324,1325,1326,1329,1330,1331,1332,1339,1341,1345,1350,1356,1358,1359,1360,1362,1365,1366,1372,1373,1375,1376,1377,1378,1379,1380,1381,1383,1385,1386,1390,1393,1394,1395,1396,1398,1399,1400,1403,1405,1406,1407,1408,1409,1411,1413,1416,1418,1419,1420,1423,1424,1427,1428,1429,1432,1433,1434,1436,1440,1441,1442,1446,1447,1448,1450,1451,1452,1453,1454,1456,1462,1463,1464,1465,1466,1467,1469,1470,1473,1474,1475,1476,1478,1480,1486,1488,1489,1490],argument_list:1434,argumentpars:[18,34,1450],argv:[25,36],ari:1462,aris:[22,39,1447],arithmet:[617,620,634,882,1336,1435,1441,1442,1467,1476],arm:[1438,1467,1468],armand:952,around:[7,8,10,18,22,38,39,98,547,589,601,656,657,658,716,781,782,841,1215,1431,1440,1447,1450,1462,1470],arrai:[16,24,384,578,615,650,654,739,786,787,894,911,926,990,995,996,1013,1014,1133,1332,1353,1373,1403,1417,1431,1435,1457,1473,1475,1478,1479,1480,1489],arrang:623,array_lik:[384,578,1372,1373,1396],array_list:1373,array_split:1397,arriv:[33,34,1470,1472],arrow:[739,1472],art3d:926,art:1317,articl:1454,articul:8,artifact:1456,artifici:2,arxiv:[22,1013,1061,1062,1086,1256,1300,1387,1447],as_standard:4,as_strid:[742,1432,1468,1477],as_strided_:1432,as_subclass:1488,as_tensor:[1396,1432,1452,1478,1479,1480],as_tupl:[1258,1425],asap:1440,ascend:[576,759,871,873,933,1366,1390,1413],ascent:22,ascii:[702,704,894,1434],ashish:[1086,1088,1090],asin:[1,89,569,1432,1441,1473],asin_:[1432,1441,1473],asinh:[91,570,1432,1441],asinh_:[1432,1441],ask:[18,1430,1454],aspect:[7,39,1452,1457],assembl:[10,16],assert:[16,22,39,547,839,843,844,848,1433,1435,1452,1457,1464,1480],assert_allclos:39,assert_clos:[756,758,759,762,763,766,767,768,770,772,1431,1480],assert_equ:1480,assert_int_or_pair:1432,assert_stmt:1434,assertionerror:1480,assgin:34,assign:[1,2,7,16,18,24,33,34,39,839,842,952,980,1043,1050,1216,1227,1431,1435,1446,1452,1453,1462,1467,1468,1471,1472,1477,1478,1489],assign_x:[1433,1434],assignment_express:1434,assignment_stmt:1434,assist:[700,1451],associ:[2,18,27,702,704,807,841,871,887,888,894,967,1043,1124,1215,1223,1431,1434,1441,1442,1447,1454,1457,1464,1465,1470,1471,1476,1479],assp:838,assum:[1,10,16,18,22,24,26,33,34,39,722,757,760,766,767,768,771,832,838,839,842,852,870,871,873,877,881,884,887,895,921,967,1035,1095,1124,1215,1224,1227,1252,1283,1284,1289,1290,1291,1295,1296,1300,1387,1403,1405,1429,1431,1433,1434,1441,1447,1450,1452,1454,1456,1462,1463,1464,1465,1470,1471,1472,1473],assume_uniqu:[832,1432],assumpt:[30,34,602,967,997,1447,1451,1454,1470,1471,1473],assymetr:1467,ast:1464,ast_1:[979,994],ast_2:[979,994],astyp:1462,asuhan:9,asymmetr:[1443,1467,1468],async:[2,18,19,38,528,1215,1435,1450,1456,1475],async_add:1470,async_add_chain:1470,async_execut:1470,async_op:18,asyncexecutionclass:1470,asynchron:[2,4,5,38,139,151,510,528,841,843,855,1043,1435,1449,1451,1470,1475,1478],atan2:[1,94,1432,1441],atan2_:[1432,1441],atan:[95,571,1432,1441],atan_:[1432,1441],atanh:[97,572,1432,1441],atanh_:[1432,1441],aten:[2,4,935,1431,1432,1449,1461,1466,1467],aten_thread:1449,atensorinv:890,atleast_1d:1432,atleast_2d:[1424,1432],atleast_3d:[737,1432],atol:[64,282,560,602,603,830,891,1431,1432,1452,1480],atom:[33,39,1435],attach:[38,39,87,1210,1429,1431,1433,1441,1452,1467,1471,1483,1485,1489],attempt:[2,11,33,34,638,650,844,849,913,1217,1218,1416,1431,1434,1441,1442,1446,1450,1452,1461,1464,1470],attend:[1049,1086],attent:[7,1049,1086,1088,1090,1461,1477],attn:[1088,1090],attn_mask:[1049,1432],attn_output:1049,attn_output_weight:1049,attr1:1462,attr1_f:1462,attr2:1462,attr2_i:1462,attr:[98,589,860,926,1009,1219],attr_1:39,attr_itr:39,attribut:[1,2,10,16,18,19,23,39,98,231,430,431,587,589,593,840,841,842,843,844,849,850,895,981,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1043,1086,1215,1216,1226,1227,1228,1249,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1430,1432,1435,1446,1447,1450,1452,1457,1460,1462,1464,1467,1470,1479,1480,1484,1486,1487,1488,1489,1490],attributeerror:[841,1043,1452],attributemodul:839,attributeref:1434,audio:[1447,1478],aug_add_x:1433,augment:[12,1435],augmented_assignment_stmt:1434,augop:1434,augtarget:1434,author:[17,33,34,1317,1446],auto:[18,960,961,1434,1478],autocast:1450,autocastmodel:1,autoencod:22,autofunct:18,autogener:39,autograd:[1,5,6,7,22,87,274,381,382,383,384,385,431,566,590,604,605,611,613,622,641,690,740,741,742,752,757,771,787,788,789,803,804,817,841,856,874,893,909,929,997,1043,1141,1215,1263,1264,1319,1320,1321,1322,1323,1324,1325,1326,1352,1372,1373,1396,1427,1428,1430,1432,1436,1450,1451,1453,1454,1456,1457,1466,1479,1480,1488],autograd_context_id:1471,autograd_hook:1451,autograd_message_id:1471,autograd_tensor:2,autograd_tutori:1457,autom:[4,39,1431,1467],automat:[11,17,18,33,34,39,98,514,587,684,848,852,926,1216,1329,1353,1429,1430,1433,1434,1439,1441,1442,1447,1448,1450,1452,1457,1458,1462,1464,1465,1467,1468,1470,1478,1479],autorang:4,autowrap_funct:39,autowrap_modul:39,auxiliari:[39,1429,1456],avail:[2,3,11,12,16,18,24,33,34,671,673,684,687,691,692,708,709,711,846,913,1086,1095,1150,1207,1300,1382,1387,1416,1429,1430,1433,1434,1440,1447,1450,1452,1455,1457,1459,1461,1464,1466,1467,1468,1470,1480,1488],ave:1279,averag:[18,608,610,654,841,949,950,951,957,958,959,960,961,962,963,964,978,980,987,997,1003,1009,1010,1011,1012,1016,1017,1018,1034,1035,1043,1046,1047,1048,1050,1057,1074,1075,1082,1091,1099,1100,1101,1107,1108,1109,1112,1113,1123,1136,1151,1160,1161,1174,1182,1215,1265,1266,1268,1269,1270,1272,1278,1279,1282,1403,1451,1466,1468,1486,1489],averaged_model_paramet:1463,averagedmodel:1463,averaging_const:[1432,1489],avg:[2,18,1266],avg_fn:1463,avg_pool1d:1432,avg_pool2d:[1432,1468,1486],avg_pool3d:[1432,1468],avgpool1d:1107,avgpool2d:[1108,1486],avgpool3d:[1109,1416],avmgithub:9,avoid:[1,8,16,22,31,39,40,384,566,589,625,700,877,894,979,1010,1034,1052,1057,1094,1122,1151,1175,1182,1215,1223,1332,1355,1382,1396,1413,1442,1447,1449,1450,1453,1454,1457,1465,1470,1471,1477,1478,1479,1486],avx2:1467,awai:[17,39,1139,1442,1447],await:[1435,1470],awar:[4,7,422,1215,1442,1447,1450,1464,1468,1471,1483,1485,1489],aweight:[148,654,1432],axbc:1248,axes:[926,1462],axi:[447,449,737,753,775,790,810,1312,1332,1337,1338,1424,1432,1462,1465,1468,1489],axis0:[497,1388,1432],axis1:[497,1388,1432],b_0:857,b_1:857,b_float32:1,b_full:1450,b_hf:1013,b_hg:1013,b_hh:[995,996,1013,1014,1058,1060,1432],b_hi:1013,b_hn:995,b_ho:1013,b_hr:995,b_hz:995,b_if:1013,b_ig:1013,b_ih:[995,996,1013,1014,1058,1060,1432],b_ii:1013,b_in:995,b_io:1013,b_ir:995,b_iz:995,b_n:857,b_t:857,back:[1,2,11,17,18,22,33,39,602,641,759,842,890,894,1371,1429,1431,1434,1447,1452,1458,1462,1463,1464,1467,1470],backcompat:1448,backend:[2,11,32,34,36,595,597,967,972,973,974,975,976,977,1115,1116,1117,1118,1119,1120,1124,1139,1177,1215,1430,1431,1432,1433,1438,1449,1450,1459,1462,1473],backend_nam:18,backend_str:18,backendtyp:1470,background:[967,975,1139,1177,1458,1470],backoff:1,backoff_factor:1,backpropag:[22,603,885,1280,1310,1453],backward:[1,2,6,8,18,19,21,22,39,231,274,423,431,438,439,447,449,588,590,591,592,593,594,596,598,601,605,690,738,743,755,756,758,760,761,762,763,765,766,767,768,769,770,772,841,893,895,903,909,960,961,967,980,981,986,995,997,1010,1013,1034,1035,1043,1050,1057,1058,1091,1092,1112,1113,1123,1124,1139,1174,1177,1211,1214,1215,1227,1257,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1286,1310,1367,1369,1371,1386,1390,1416,1430,1432,1434,1442,1445,1446,1447,1451,1452,1453,1456,1457,1458,1463,1464,1467,1470,1473,1474,1479],backward_hook:1457,bad:[1440,1462,1464],bad_kei:18,baddbmm:[1,100,1432],baddbmm_:1432,bader:919,badli:1405,bag:[987,1131],bai:9,bake:[844,848],balanc:[4,40],balnta:[1091,1092],band:18,bandwidth:[17,18,32,34,1467,1470],bao:9,bar0:31,bar1:31,bar:[4,7,30,39,654,843,849,1429,1431,1433,1439,1457,1462,1464,1480],bare:11,barrier:[18,24,33],bartlett:613,bartlett_window:[1432,1436],base2:1317,base:[2,4,7,8,11,12,16,18,19,22,24,26,31,33,34,39,611,654,703,704,736,739,778,799,808,862,888,897,899,901,909,919,981,1043,1046,1047,1048,1052,1086,1088,1090,1215,1222,1229,1233,1235,1270,1281,1307,1317,1342,1350,1386,1387,1397,1407,1409,1423,1430,1432,1434,1449,1450,1451,1452,1457,1465,1467,1468,1470,1471,1474,1477,1478,1480,1489],base_distribut:22,base_lr:[1287,1293],base_momentum:[1287,1293],base_se:16,base_transform:22,basecolor:1434,basedistribut:22,baseexcept:38,baseline_exclusive_stat:4,baseline_inclusive_stat:4,basep:22,basepruningmethod:[1234,1240],baseq:22,basi:[4,22,895,1287,1456,1467,1470],basic:[2,4,7,33,39,846,895,1215,1287,1435,1443,1448,1454,1464,1468,1471,1477,1478],batch1:[51,52,99,100,553,612,1432],batch2:[51,52,99,100,117,553,612,1432],batch:[17,22,34,36,39,553,602,603,612,624,625,632,635,637,727,729,739,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,892,895,903,913,914,918,919,960,961,962,963,964,967,972,973,978,980,981,983,984,986,987,988,990,995,996,997,998,1003,1004,1006,1007,1008,1009,1010,1013,1014,1015,1016,1017,1018,1025,1026,1027,1034,1035,1046,1047,1048,1049,1050,1052,1055,1056,1057,1058,1060,1074,1075,1082,1086,1087,1088,1089,1090,1091,1092,1094,1105,1110,1112,1113,1123,1124,1126,1127,1130,1131,1132,1133,1136,1149,1150,1151,1156,1174,1182,1206,1207,1210,1215,1222,1248,1249,1251,1252,1286,1287,1293,1298,1300,1310,1314,1365,1377,1382,1386,1387,1390,1405,1406,1408,1441,1442,1446,1450,1453,1457,1458,1465,1467,1470,1478,1482,1486],batch_first:[995,1013,1049,1058,1059,1086,1088,1090,1249,1251,1252,1432,1453],batch_ndx:16,batch_norm:[848,1432],batch_norm_backward_elemt:1432,batch_norm_backward_reduc:1432,batch_norm_elemt:1432,batch_norm_gather_stat:1432,batch_norm_gather_stats_with_count:1432,batch_norm_stat:1432,batch_norm_update_stat:1432,batch_per_it:1446,batch_sampl:16,batch_shap:22,batch_siz:[16,22,1248,1250,1251,1432,1453,1459,1478],batched_powersgd_hook:17,batchmean:[1009,1151],batchnorm1d:[1016,1082,1110,1460,1468],batchnorm2d:[848,981,1017,1110,1438,1447,1457,1467,1468,1483,1489],batchnorm3d:[1018,1082,1110,1468,1483],batchnorm:[841,848,1016,1017,1018,1043,1082,1215,1438,1447,1457,1463,1465,1467,1468],batchsampl:16,batchsiz:[1009,1151],baz:[30,39,1464,1480],bazel:1464,bbb:1478,bceloss:[1,961,1112],bcewithlogit:1,bcewithlogitsloss:[1,1113],bckenstler:1287,bddppq:9,bdhirsh:9,beam:1431,beauti:1447,becaus:[1,2,4,5,6,7,11,16,17,18,21,22,26,38,39,431,602,603,760,766,767,768,780,838,842,844,847,885,894,913,962,963,964,981,1082,1210,1215,1216,1285,1326,1345,1382,1430,1431,1434,1436,1440,1441,1442,1446,1447,1448,1450,1451,1453,1454,1455,1456,1457,1462,1464,1467,1470,1472,1473,1478,1480,1488],becom:[7,8,16,18,22,39,231,799,972,973,974,975,976,977,980,995,1013,1028,1048,1058,1071,1123,1139,1210,1285,1366,1390,1403,1447,1451,1462,1464,1466,1467,1470],been:[1,2,10,16,17,18,19,21,22,26,33,36,39,590,591,658,686,688,737,743,843,844,848,894,995,1002,1013,1058,1105,1139,1215,1224,1229,1233,1235,1253,1254,1265,1285,1286,1287,1293,1294,1310,1382,1424,1440,1441,1442,1446,1447,1449,1450,1454,1455,1457,1458,1461,1462,1463,1464,1470,1472,1473,1478],befor:[1,2,4,7,16,17,18,19,21,22,25,30,33,34,35,39,49,98,589,591,593,642,657,720,721,722,730,739,755,756,758,760,761,762,763,765,766,767,768,769,770,772,776,777,787,841,850,879,883,892,924,940,943,981,986,987,990,1043,1044,1045,1082,1086,1094,1139,1158,1194,1195,1210,1212,1213,1214,1215,1223,1254,1256,1266,1279,1294,1308,1311,1337,1345,1351,1352,1368,1370,1373,1382,1385,1403,1405,1413,1431,1433,1434,1440,1446,1447,1450,1451,1452,1454,1456,1457,1460,1461,1462,1463,1464,1465,1470,1471,1472,1473,1474,1478,1480,1489],beforehand:[7,38],begin:[7,16,17,18,19,25,33,39,431,566,613,649,656,693,695,759,799,805,857,882,911,959,960,961,978,980,985,995,996,999,1000,1001,1002,1003,1004,1009,1010,1013,1014,1029,1034,1037,1038,1050,1051,1058,1061,1074,1080,1085,1092,1143,1144,1215,1222,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281,1285,1287,1293,1353,1356,1382,1403,1413,1425,1434,1446,1447,1450,1452,1454,1456,1462,1474,1489],beginn:1457,behav:[11,12,18,38,39,254,428,449,852,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1433,1434,1447,1457,1459,1464,1470,1489],behavior:[2,3,7,11,15,17,18,19,21,22,23,26,31,34,38,39,195,260,407,447,540,554,577,626,630,643,733,742,780,787,841,849,852,877,879,883,885,892,893,894,909,918,926,981,1004,1009,1013,1043,1058,1082,1095,1105,1139,1150,1206,1207,1210,1211,1215,1258,1259,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1304,1310,1326,1333,1386,1390,1403,1416,1429,1431,1435,1436,1441,1447,1448,1450,1459,1460,1462,1463,1464,1465,1470,1477,1486],behaviour:[2,559,560,565,1139,1177,1293,1355],behind:[1430,1460,1471],being:[2,4,8,16,18,22,24,26,33,35,38,39,49,595,597,642,752,781,782,830,841,844,913,923,928,960,961,978,980,986,987,991,992,997,1003,1009,1010,1034,1035,1043,1046,1047,1048,1050,1057,1074,1075,1091,1105,1112,1113,1123,1134,1135,1139,1151,1174,1182,1215,1229,1230,1231,1232,1233,1234,1235,1236,1241,1242,1310,1311,1382,1405,1431,1434,1441,1442,1446,1447,1452,1453,1454,1457,1458,1462,1464,1467,1470,1471,1473,1480,1488,1489],belair:9,believ:1,bell:9,belong:[6,18,21,22,30,39,628,658,1283,1429,1450,1463,1488],below:[1,2,11,16,17,18,22,24,25,30,33,34,35,36,39,726,727,728,729,739,765,769,793,799,841,853,874,883,884,892,921,926,975,976,977,995,997,1004,1013,1015,1039,1040,1041,1043,1058,1074,1095,1148,1192,1215,1227,1258,1347,1393,1403,1406,1407,1408,1409,1431,1433,1434,1436,1440,1441,1446,1447,1450,1451,1452,1454,1455,1457,1458,1459,1460,1461,1462,1463,1464,1465,1467,1470,1471,1472,1474,1477,1480,1486,1489],ben:[991,992,1134,1135],benchmark:[3,1430,1432,1450,1455],benefici:1457,benefit:[7,18,1294,1440,1450,1467],benefiti:18,bengio:1445,bernoulli:[102,956,982,983,984,988,995,1013,1125,1126,1127,1132,1432,1441,1481],bernoulli_:[1432,1441,1481],bert:1086,besid:[17,18,1450,1451,1478],bessel:[654,856,1380,1381,1418,1419,1474],best:[1,2,7,12,16,18,22,34,608,631,852,853,877,1294,1430,1431,1433,1440,1446,1447,1452,1453,1464,1470],beta:[2,10,38,51,52,57,58,59,60,61,62,99,100,483,553,556,557,558,612,656,682,683,690,803,856,962,963,964,998,1004,1006,1007,1008,1015,1031,1074,1079,1082,1157,1192,1196,1268,1269,1270,1272,1278,1282,1314,1367,1378,1430,1432,1438,1450,1462,1467,1470,1473,1476],beta_1:[1268,1269,1270,1272,1278],beta_2:[1268,1269,1270,1272,1278],better:[4,7,8,11,16,24,604,710,817,828,852,980,1043,1076,1194,1215,1293,1317,1345,1434,1446,1447,1449,1450,1454,1461,1462,1463,1466,1468,1473,1478],between:[1,2,4,7,17,18,22,33,34,35,38,39,139,447,531,556,557,558,561,562,566,582,589,596,598,599,600,602,603,632,654,657,660,722,739,755,756,757,758,760,761,762,763,765,766,767,768,769,770,771,772,799,806,838,841,850,870,871,885,888,960,961,967,972,973,974,975,976,977,979,980,983,984,988,990,1004,1010,1019,1020,1021,1022,1023,1024,1034,1036,1037,1038,1043,1046,1047,1048,1052,1071,1074,1075,1076,1091,1092,1094,1112,1113,1115,1116,1117,1118,1119,1120,1122,1123,1138,1179,1194,1215,1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242,1243,1244,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1286,1287,1293,1294,1303,1311,1315,1316,1321,1322,1326,1347,1379,1382,1386,1403,1431,1433,1434,1435,1440,1446,1447,1449,1450,1454,1455,1457,1458,1459,1460,1462,1463,1465,1467,1470,1472,1475,1478,1486,1489],bewar:7,beyond:[8,17,980,1268,1269,1278,1337,1453,1457],bf16_compress_hook:17,bf16_compress_wrapp:17,bfg:1271,bfloat16:[1,2,17,823,841,1043,1441,1475,1476,1479,1480],bfloat16_float:17,bfloat16storag:1475,bfloat16tensor:[1476,1479],bhatia:9,bia:[4,8,18,841,848,952,965,972,973,974,975,976,977,995,996,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1043,1049,1058,1059,1060,1110,1111,1115,1116,1117,1118,1119,1120,1140,1149,1153,1156,1210,1215,1222,1223,1237,1239,1241,1254,1256,1314,1432,1438,1452,1457,1460,1467,1478,1483,1484,1485,1486,1487],bialecki:9,bias:[4,17,962,963,964,995,996,998,1006,1007,1008,1013,1014,1015,1058,1060,1082],bias_:[1486,1487],bias_defin:1432,bias_g:1432,bias_hh:[996,1014,1060],bias_hh_l:[995,1013,1058],bias_ih:[996,1014,1060],bias_ih_l:[995,1013,1058],bias_k:1432,bias_mask:[1237,1239],bias_v:1432,bicub:[1095,1139,1150,1207,1416],bidirect:[995,1013,1058,1059,1432],big:[7,1268,1269,1272,1278,1279,1372,1373],big_net:1457,bigger:1454,bignet:1457,bij:739,biject:22,biject_to:22,bik:739,bilinear:[1,739,1095,1096,1139,1150,1207,1208,1416,1432,1468,1486],bin:[24,31,33,241,242,615,806,807,1432,1434,1478,1489],bin_edg:[807,1432],binari:[1,3,11,12,17,22,24,26,31,33,102,614,917,960,961,1049,1112,1113,1237,1238,1239,1240,1241,1242,1243,1244,1430,1435,1441,1442,1456,1462,1464,1478],binary16:[1476,1479],binary_cross_entropi:1432,binary_cross_entropy_with_logit:1432,bincount:[1416,1432],bind:[11,39,684,1434,1435,1464],binomi:1432,bit:[7,39,40,269,617,620,647,648,787,822,1334,1335,1346,1359,1450,1457,1461,1467,1468,1469,1473,1476,1479,1487,1489,1490],bit_width:1432,bitfort:9,bitmask:31,bittorf:9,bitwidth:[1443,1457,1467],bitwis:[18,616,618,619,621,1435],bitwise_and:[106,1432],bitwise_and_:1432,bitwise_left_shift:[108,1432],bitwise_left_shift_:1432,bitwise_not:[110,1432,1441],bitwise_not_:[1432,1441],bitwise_or:[112,1432],bitwise_or_:1432,bitwise_right_shift:[114,1432],bitwise_right_shift_:1432,bitwise_xor:[116,1432],bitwise_xor_:1432,bivari:22,bjk:739,bla:1449,blackman:622,blackman_window:[1432,1436],blane:919,blank:[967,1124,1432,1435],blend:980,blitz:1457,blob:[1454,1456,1478],blobnam:1478,block0:1431,block1:1431,block:[4,7,16,18,33,35,38,39,623,657,700,857,895,972,973,974,975,976,977,990,1019,1020,1021,1022,1023,1024,1046,1094,1133,1206,1215,1431,1433,1434,1440,1443,1447,1450,1451,1454,1462,1470],block_diag:1432,block_siz:4,blocked_autorang:4,blocklist:[1438,1464],blog:[7,1467],blogpost:1477,blow:1453,blueprint:24,bmatrix:857,bmm:[1,914,915,1416,1432,1441,1459,1473],bmva:1092,bmvc:1092,bn1:1489,bn_state_dict:1460,bnmodul:1489,board:8,bob:1465,bodi:[850,1431,1433,1434,1435],boil:7,boilerpl:[1457,1464],bool:[1,2,3,6,11,16,17,18,19,21,22,33,39,98,139,151,186,201,260,267,268,269,270,272,273,278,280,381,382,383,384,385,407,431,528,559,560,561,562,563,565,566,574,575,576,589,595,596,597,598,599,600,601,602,603,604,611,613,616,618,619,621,622,628,629,635,636,637,657,687,701,738,740,741,742,745,752,757,771,786,787,788,789,790,803,804,807,817,826,830,832,838,841,844,846,852,853,856,858,866,867,876,879,881,883,884,888,892,893,895,904,905,906,907,909,910,913,915,921,922,924,925,927,930,935,940,941,942,943,952,956,960,961,967,972,973,974,975,976,977,978,980,983,984,986,987,988,997,1003,1009,1010,1019,1020,1021,1022,1023,1024,1034,1035,1043,1046,1047,1048,1050,1052,1057,1070,1074,1075,1091,1092,1095,1105,1112,1113,1123,1124,1130,1131,1136,1139,1150,1151,1174,1182,1207,1215,1216,1219,1222,1224,1227,1228,1249,1250,1251,1252,1259,1263,1264,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1296,1298,1300,1306,1308,1310,1311,1315,1316,1317,1319,1320,1321,1322,1323,1324,1325,1326,1345,1347,1349,1350,1355,1366,1372,1373,1380,1381,1382,1385,1386,1390,1396,1400,1405,1413,1414,1416,1417,1418,1419,1427,1428,1429,1431,1432,1433,1434,1439,1440,1441,1442,1460,1462,1464,1465,1466,1469,1470,1475,1476,1478,1479,1480,1486,1488,1489],bool_tensor:1476,boolstorag:1475,booltensor:[338,340,917,1086,1425,1476,1479],bootcamp:7,bootstrap:1461,bor:18,border:1139,borderlin:1450,both:[2,4,16,17,18,19,22,26,31,33,34,38,39,49,278,596,597,598,599,600,612,654,672,733,738,755,781,782,783,791,793,799,806,819,831,832,838,841,858,859,893,909,918,925,957,958,962,963,964,969,972,973,974,975,976,977,990,998,1004,1006,1007,1008,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1036,1037,1038,1043,1082,1094,1095,1107,1108,1109,1115,1116,1117,1118,1119,1120,1215,1227,1293,1315,1316,1369,1382,1386,1390,1403,1431,1433,1434,1441,1442,1443,1446,1447,1448,1452,1454,1457,1459,1460,1462,1464,1465,1467,1470,1472,1473,1474,1480,1486],bottleneck:[17,1430,1457],bottom:[2,1139],bound:[5,12,17,417,628,639,753,754,841,957,958,959,1036,1037,1038,1043,1061,1139,1294,1325,1345,1434,1435,1445,1464,1474],bound_async_add:1470,boundari:[4,39,628,799,969,970,971,1064,1065,1066,1067,1068,1069,1095,1098,1150,1207,1287,1293,1345,1432,1464,1465,1470,1486],bowen:9,bowenbao:9,box:[10,18,34,1442,1447,1451],bozkurt:9,bparam:895,bptt:1453,bracket:1471,brain:[17,1476,1479],branch:[7,39,1429,1433,1434,1450],brand:18,break_stmt:1434,breakpoint:[39,1434],bregman:22,brendangregg:1466,breviti:[2,39,1462],brian:9,brief:[18,1215,1440,1470],bring:[39,760,1105,1139,1465],broad:1457,broadcast:[18,21,22,49,139,336,338,340,447,449,495,552,553,554,555,556,557,558,563,582,612,624,625,626,627,649,662,732,733,739,744,780,781,782,783,790,792,802,811,861,862,877,882,884,887,912,917,918,929,934,937,945,948,979,997,1049,1122,1215,1299,1307,1330,1332,1383,1398,1403,1425,1430,1434,1441,1442,1451,1462,1474],broadcast_buff:[18,1215],broadcast_multigpu:18,broadcast_object:18,broadcast_object_list:18,broadcast_tensor:[625,1432],broadcast_to:1432,broadcast_warn:1448,broader:[8,1456,1481],broadli:1467,broken:[7,16,700],brokenpipeerror:1461,brows:1464,bsize:1478,bubbl:1465,buck:1464,bucket0:1451,bucket1:1451,bucket:[17,21,952,1215,1345,1432,1451],bucket_cap_byt:18,bucket_cap_mb:[1215,1451],bucket_s:18,buf:[841,1043],buffer1:1457,buffer2:1457,buffer3:1457,buffer:[2,5,16,17,662,690,787,841,847,849,858,894,962,963,964,981,1016,1017,1018,1043,1082,1215,1217,1224,1227,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1245,1253,1279,1342,1366,1400,1433,1443,1447,1451,1452,1457,1460,1462,1465,1486],buffer_s:662,bufreadcmd:1464,bug:[1,8,18,39,913,1446,1458],bugfix:7,build:[2,11,12,18,22,39,841,848,1043,1086,1105,1139,1431,1443,1447,1462,1465,1467,1471,1478,1479],build_directori:11,build_ext:11,build_my_extens:11,buildextens:11,built:[3,4,7,17,18,26,39,644,848,1092,1287,1447,1449,1452,1455,1457,1458,1488],built_with_debug_symbol:4,builtin:[4,39,851,894,1326,1431,1433,1435,1470,1472],bulk:16,bullet:1434,bump:[604,817,1043],bundl:1456,bvar:895,bwd:1,bxor:18,bypass:1450,byte_arrai:894,bytearrai:1434,bytecod:[16,1464],bytesio:[847,849,894,1342],bytesliter:1435,bytestorag:1475,bytetensor:[40,679,680,712,713,798,1086,1354,1469,1476,1479],c10:[33,1456],c10_log_api_usage_onc:1456,c10d:[18,24,32,34,36,1215,1451],c10d_rendezvous_backend:33,c10drendezvousbackend:33,c655:895,c676:895,c99:1461,c_0:[1013,1014],c_1:1014,c_float32:1,c_j:[957,958,959,1036,1037,1038],c_n:1013,c_t:1013,ca_cert:33,cach:[1,3,4,22,422,673,695,696,698,700,706,711,1216,1227,1440,1453],cache_en:1,cache_s:22,caffe2:[1462,1478],cain:9,calcul:[6,16,18,30,590,605,611,632,654,727,730,743,832,838,882,900,901,903,957,958,959,962,963,964,967,975,976,977,990,997,998,1006,1007,1008,1015,1082,1094,1095,1107,1108,1109,1136,1139,1150,1179,1223,1234,1254,1257,1259,1287,1332,1350,1380,1381,1390,1407,1409,1418,1419,1420,1447,1448,1451,1454,1461,1467,1486,1489],calculate_gain:[1070,1436,1445],calculate_lat:30,calculate_qparam:1489,calculu:1454,calib_data:1489,calibr:[1446,1467,1489],call:[1,2,4,10,11,12,16,17,18,19,21,22,23,24,33,35,38,39,98,231,262,274,371,422,423,485,510,537,540,563,589,591,592,593,594,595,597,598,601,604,605,627,656,658,682,684,691,692,700,705,706,708,709,736,755,756,758,760,761,762,763,765,766,767,768,769,770,772,793,808,817,826,841,843,845,849,850,851,856,882,894,895,926,956,962,963,964,981,982,983,984,986,988,990,1028,1039,1040,1041,1043,1050,1051,1071,1082,1094,1118,1119,1120,1126,1127,1132,1150,1207,1211,1212,1213,1214,1215,1224,1227,1234,1237,1238,1239,1241,1242,1243,1244,1254,1256,1257,1265,1266,1267,1268,1269,1270,1271,1272,1274,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1323,1351,1352,1382,1398,1416,1423,1429,1431,1435,1440,1442,1446,1447,1449,1450,1451,1452,1453,1454,1455,1456,1457,1458,1459,1461,1462,1463,1464,1465,1466,1467,1470,1471,1472,1473,1474,1476,1477,1478,1480,1482,1486,1488,1489,1490],call_funct:39,call_method:39,call_modul:39,call_self:39,callabl:[4,16,21,22,24,31,38,39,70,336,690,843,850,852,894,895,1086,1088,1090,1092,1215,1265,1266,1267,1268,1269,1270,1271,1272,1276,1278,1279,1280,1281,1282,1289,1292,1429,1431,1433,1434,1435,1450,1457,1462,1464,1466,1470,1480,1488,1489],callback:[4,17,33,38,1215,1456,1466,1470],calle:[1470,1472],caller:[4,24,33,39,841,1043,1214,1447,1450,1470,1472],callfunct:39,callgrind:4,callgrind_annot:4,callgrind_control:4,callgrindstat:4,callsit:39,callstack:[2,18,1466],camera:[1456,1478],can:[2,4,5,6,7,8,10,11,12,13,14,15,16,17,18,21,22,23,24,25,26,27,30,31,32,33,34,35,36,38,39,98,102,195,262,274,423,447,449,474,537,540,554,578,587,588,589,590,593,595,596,597,598,599,600,601,602,603,604,605,607,611,614,631,637,647,656,657,658,661,663,665,672,673,689,693,695,696,700,701,722,738,739,740,743,744,757,759,760,771,774,792,793,799,802,807,817,832,838,839,841,842,843,844,846,849,850,852,853,858,861,868,874,879,882,885,886,888,892,894,912,913,915,926,945,950,951,952,954,955,956,957,958,959,960,961,962,963,964,966,967,972,973,974,975,976,977,980,981,982,985,986,987,988,991,992,995,1000,1001,1002,1004,1009,1010,1012,1013,1016,1017,1018,1029,1033,1034,1036,1037,1038,1039,1040,1041,1043,1044,1045,1048,1050,1053,1054,1057,1058,1059,1060,1061,1062,1063,1070,1071,1074,1079,1082,1085,1086,1088,1090,1092,1093,1095,1107,1108,1109,1115,1116,1117,1118,1119,1120,1124,1134,1135,1150,1207,1210,1211,1212,1213,1214,1215,1217,1218,1219,1227,1248,1249,1253,1257,1259,1263,1265,1266,1267,1268,1269,1270,1271,1272,1273,1277,1278,1279,1280,1281,1282,1284,1285,1286,1287,1290,1291,1293,1296,1298,1307,1319,1323,1333,1342,1350,1351,1353,1365,1366,1372,1373,1377,1382,1386,1396,1400,1403,1405,1415,1427,1429,1430,1431,1432,1433,1434,1438,1440,1441,1442,1443,1446,1448,1449,1450,1451,1452,1454,1455,1456,1457,1458,1459,1460,1461,1462,1463,1464,1465,1466,1467,1468,1470,1471,1472,1473,1476,1477,1478,1479,1480,1481,1482,1486,1488,1489,1490],can_cast:1432,cancel:[4,838],candid:[608,1432,1464],cannot:[1,4,16,17,18,22,26,33,38,39,164,195,454,474,760,766,767,768,774,838,845,935,967,986,1095,1124,1215,1387,1429,1431,1432,1433,1434,1435,1436,1442,1447,1451,1452,1460,1461,1462,1470,1472,1473,1475,1476,1488],canon:[24,26,1431],cao:9,capabl:[11,12,18,675,1317,1450,1455,1456,1481],capac:[3,711,1450],capacit:22,capsul:23,captur:[2,12,39,656,657,682,690,843,1431,1435,1452,1455,1462,1464,1467],capture_begin:[656,1450],capture_end:[656,1450],card:[11,1461],cardin:[22,926],care:[4,7,11,18,22,38,39,760,1043,1390,1440,1449,1450,1451,1452,1453,1457,1458,1460,1470,1473],carefulli:[38,1464],carlo:22,carol:1465,carri:[1,275,1448,1467,1489],carrier:22,cartesian:[22,630,926,1304],cartesian_prod:[926,1432],casa:919,cascad:1071,cast:[1,17,31,274,528,529,629,720,721,841,879,883,892,915,924,940,943,1043,1158,1194,1195,1259,1308,1368,1370,1372,1385,1431,1446,1462,1474,1475,1476],cast_input:[1,1446],cat:[22,39,473,646,926,1062,1371,1431,1432,1441,1462,1464,1467,1473,1486],categor:[7,26,1141,1435,1470],categori:[22,26,935,1434,1436,1476],categorynam:1478,cauchi:[121,1447,1454,1481],cauchy_:[1432,1441,1481],caught:[18,1215,1440],caus:[1,2,3,4,6,11,16,18,21,26,33,34,39,485,540,589,738,787,850,852,870,871,888,1150,1151,1207,1210,1215,1258,1355,1382,1416,1431,1434,1440,1448,1450,1452,1453,1458,1459,1461,1462,1464,1467,1472],caution:31,caveat:[1210,1253,1440,1450,1457,1460],caylei:1222,cb1:38,cb2:38,cb_fut:38,ccc:1478,cdf:22,cdist:[1,1450],cdot:[857,877,960,961,979,980,1001,1009,1046,1047,1048,1049,1050,1122,1144,1304,1382,1474,1480],cdoubl:[2,10,738,841,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,914,1043,1298,1386,1405,1476,1479],ceil:[16,123,957,958,959,1011,1012,1036,1037,1038,1107,1108,1109,1315,1316,1432,1441,1486],ceil_:[1432,1441],ceil_mod:[957,958,959,1011,1012,1036,1037,1038,1107,1108,1109,1160,1161,1315,1316,1432,1486],cell:[995,996,1013,1014,1058,1060,1468,1487],cellparamsbas:1432,celu:1432,celu_:1432,center:[289,485,759,838,1105,1139,1150,1207,1279,1300,1382,1432,1447,1478,1486],central:[799,1454,1456],cerr:1456,certain:[16,17,18,30,31,38,39,604,673,727,817,838,841,847,894,1043,1049,1094,1140,1151,1153,1258,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1434,1442,1447,1448,1452,1456,1457,1462,1465,1466,1470,1471],certif:33,cfloat:[2,10,18,252,419,738,815,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,914,1298,1328,1386,1405,1422,1476],ch_axi:[1432,1489],chain:[16,17,22,38,39,98,589,634,882,987,1071,1283,1295,1434,1447,1450,1452,1454,1457,1463],chain_cb_fut:38,chain_matmul:[1,1432],chainabl:[1283,1293],chaindataset:16,challeng:[7,18,1471],chanan:[8,9],chanc:[7,22],chang:[1,2,4,7,10,17,18,21,22,24,34,38,39,87,163,195,394,431,434,451,485,540,602,603,647,648,656,670,672,682,683,690,727,771,795,799,816,841,849,850,867,876,877,885,926,986,1004,1009,1013,1043,1074,1095,1105,1139,1150,1151,1210,1211,1215,1217,1218,1224,1227,1228,1258,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1284,1287,1290,1291,1293,1294,1296,1310,1377,1382,1390,1402,1430,1431,1438,1440,1441,1442,1446,1447,1448,1449,1450,1452,1454,1455,1457,1460,1461,1462,1463,1464,1465,1467,1470,1472,1473,1475,1476,1477,1478,1479,1480,1489],channel:[8,16,408,409,410,753,838,962,963,964,968,972,973,974,975,976,977,982,983,984,988,990,998,1006,1007,1008,1015,1019,1020,1021,1022,1023,1024,1031,1051,1077,1082,1094,1095,1096,1097,1110,1126,1127,1132,1149,1150,1157,1207,1233,1234,1235,1242,1243,1256,1312,1442,1443,1445,1447,1467,1468,1478,1486,1489],channel_shuffl:[968,1432],channels_last:[841,1043,1215,1476],chao:895,chapter:[1434,1454],charact:[1124,1353,1431,1434,1442,1470],characterist:[1387,1457],charstorag:1475,chart:1478,chartensor:[1476,1479],chartnam:1478,chauhan:9,chauhang:9,cheap:[22,952],cheaper:[16,38],check:[1,5,10,11,16,18,19,22,24,33,163,279,434,560,591,593,594,602,603,657,658,660,686,828,838,841,852,853,866,867,871,873,876,881,884,913,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1043,1210,1224,1227,1240,1250,1345,1429,1433,1434,1435,1441,1442,1446,1450,1452,1453,1456,1457,1459,1462,1463,1464,1465,1470,1478,1480,1488],check_batched_grad:[602,603],check_compiler_abi_compat:11,check_devic:1480,check_dtyp:1480,check_error:[867,876,1432],check_forward_ad:602,check_grad_dtyp:[602,603],check_hash:[1429,1439],check_input:[852,853,1431],check_is_coalesc:1480,check_model:1462,check_reduct:1215,check_sparse_nnz:602,check_strid:[756,758,759,762,763,766,767,768,770,772,1480],check_toler:[852,853],check_trac:[852,853],check_undefined_grad:[602,603],checker:[852,853,1434,1462],checkout:1462,checkpoint:[1,34,36,607,894,1215,1429,1430,1439,1453,1465,1472],checkpoint_path:[34,36],checkpoint_sequenti:6,cher:9,cherniavskii:9,child:[16,24,26,841,1043,1234,1440,1457,1461,1468,1472,1489],childfailederror:26,children:[4,26,39,841,1043,1440,1457,1464,1468,1472,1489],chintala:[8,9],choic:[4,18,852,1044,1053,1317,1449,1462],choleski:[22,636,637,867,871,895,1432],cholesky_ex:866,cholesky_invers:1432,cholesky_solv:1432,choos:[12,39,608,877,885,888,960,1445,1446,1449,1464,1478],choose_qparams_optim:1432,chose:[24,1446],chosen:[1,727,858,1353,1366,1400,1446,1450,1452,1462,1467,1489],chr:[1432,1434],christian:9,chrome:[607,1466],chunk:[6,16,18,631,665,981,1215,1374,1431,1432,1441,1465,1470,1477],chunk_siz:665,chw:1478,circleci:7,circular:[22,972,973,974,1019,1020,1021,1177],circumst:[33,967,972,973,974,975,976,977,1115,1116,1117,1118,1119,1120,1124],circumv:6,claim:[7,1293,1454],clamp:[39,130,131,640,846,960,997,1139,1150,1207,1432,1438,1441,1462,1467,1474,1480,1489],clamp_:[132,1432,1441],clamp_max:1432,clamp_max_:1432,clamp_min:1432,clamp_min_:1432,class2:1434,class_async_add:1470,class_index:16,class_nam:[30,39],classat_1_1_tensor:12,classbodydefinit:1434,classic:1447,classidentifi:1434,classif:[961,967,980,1046,1048,1050,1075,1124,1430,1445,1467],classifi:[1430,1434,1462,1463,1467,1478],classmethod:[33,657,986,987,1082,1229,1230,1231,1232,1233,1234,1235,1236,1434,1435,1452,1470,1485,1486,1487,1488,1489],classnam:[30,1434],classvar:[1433,1434],claus:1453,clean:[18,24,39,686,1429,1440,1464],cleaner:1447,clear:[3,35,39,1044,1053,1429,1447,1450,1457,1460,1463],clear_tim:35,clearer:883,clearli:1464,click:1481,client:[18,33,1464,1470],client_stor:18,cliff:[595,597],clip:[1,650,1219,1220,1432,1462],clip_:1432,clip_grad_norm_:[1,1446],clip_grad_value_:1446,clip_valu:1220,clock_gettim:1464,clone:[2,12,16,195,384,577,591,594,626,742,844,986,1206,1396,1405,1432,1440,1460,1466,1468,1473,1475,1476,1480],cloned_coeffici:1405,close:[12,18,33,628,686,830,870,871,888,913,1074,1092,1345,1386,1405,1447,1452,1464,1470,1478,1480],close_timeout:33,closer:[799,1092,1457],closest:[632,1179,1339],closur:[1,21,1265,1266,1267,1268,1269,1270,1271,1272,1276,1278,1279,1280,1281,1282],cloud:1478,cloudwatch:25,clr:[634,1287],cls:[87,1452,1470,1488],cls_to_becom:[1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1218],cluster:[32,33,34,952,1478],clutter:1478,cmake:1461,cmake_gener:1461,cmake_include_path:1461,cmath:[1304,1432],cmd:[31,34],cmdclass:11,cname:33,cnn:[1074,1467,1468],coalesc:[4,262,267,473,537,662,1367,1369,1371,1432,1451,1473,1480],code:[2,4,5,8,10,11,12,16,17,18,22,24,34,35,38,70,604,817,841,844,845,849,850,851,852,853,854,867,876,894,1059,1071,1215,1352,1429,1433,1434,1442,1447,1448,1451,1452,1453,1454,1455,1456,1457,1458,1460,1461,1462,1463,1469,1470,1471,1472,1476,1477,1488],code_iteration_to_profil:1466,code_to_profil:1466,code_with_const:841,codebas:8,codec:894,codomain:[22,1447],coeffici:[650,803,1266,1268,1269,1270,1272,1278,1282,1405],coexist:1442,cohes:8,coin:[1072,1191],cointain:[872,873,877],col2im:[990,1432],col:[1407,1409,1432],col_indic:[1373,1432,1473,1480],col_offset:1432,col_offsets_hh:1432,col_offsets_ih:1432,colab:1464,colesburi:[8,9],collaps:1441,collat:16,collate_wrapp:16,collect:[2,4,7,16,19,21,24,33,38,39,632,686,740,926,1215,1263,1319,1323,1427,1432,1433,1434,1450,1463,1466,1468,1472,1473,1478,1480,1489],collect_al:38,collect_baselin:4,collect_callgrind:4,collecton:1466,collector:1486,colon:[15,1013,1058,1470],color:[1008,1433,1434,1478],colors_tensor:1478,column:[2,4,17,201,642,650,654,722,738,752,776,777,810,870,871,874,882,885,888,895,911,935,1094,1130,1131,1222,1300,1310,1373,1386,1403,1407,1409,1417,1445,1454,1473],column_stack:1432,columns_prun:1243,com:[7,8,18,32,34,98,589,926,1086,1416,1429,1439,1454,1455,1459,1461,1466,1467],combat:1457,combin:[1,4,16,17,33,38,700,770,772,961,980,990,1004,1094,1133,1234,1425,1431,1432,1433,1446,1450,1452,1462,1465,1467,1468,1470,1482,1483],combinations_with_replac:643,come:[7,16,22,30,33,739,894,983,984,988,1438,1456,1464,1470,1472],comm:[17,18,1451],comma:[18,739,1434],command:[2,5,18,24,31,34,39,1450,1461,1465,1466,1471],comment:[7,39,1434,1435,1452,1478],commit:[7,8,1429,1430,1459],committ:8,common:[2,4,16,24,33,552,566,625,649,733,739,780,781,782,783,791,859,894,934,962,963,964,967,1082,1122,1211,1213,1214,1330,1342,1383,1434,1437,1442,1447,1450,1452,1453,1457,1458,1460,1462,1464,1468,1474,1477,1480],commonli:[18,22,926,1434,1436,1446,1447,1463,1467,1476],commun:[7,8,19,21,24,33,35,1215,1447,1451,1470,1471],commut:39,comp:[18,22],comp_for:1434,comp_oper:1434,compact:[755,756,758,1452,1462,1467],compani:8,companion:39,compar:[2,4,6,11,16,39,560,566,590,604,605,611,743,744,765,769,770,771,772,781,782,792,802,817,830,861,912,923,928,945,1043,1049,1215,1257,1350,1434,1450,1452,1454,1461,1467,1468,1470,1478,1480],compare_set:18,comparison:[4,17,18,39,841,852,853,1043,1435,1452,1480],compat:[11,16,22,24,39,432,433,528,540,625,647,648,841,845,854,867,876,893,909,1043,1333,1430,1433,1434,1440,1441,1446,1452,1460,1464,1467,1470,1475],compens:17,compet:4,compil:[11,12,39,674,678,839,842,844,845,850,851,852,853,854,1431,1433,1434,1435,1436,1446,1449,1456,1461,1462],compilationunit:[852,853],complaint:1347,complementari:[1464,1474],complet:[7,16,18,24,25,31,33,35,38,422,657,658,717,843,850,855,867,885,1105,1215,1224,1310,1430,1433,1434,1435,1440,1446,1447,1450,1455,1459,1464,1465,1470,1471],complex128:[10,645,778,786,821,841,866,867,870,871,872,873,874,875,1043,1304,1347,1425,1476,1479,1480],complex32:[1479,1480],complex64:[10,645,756,758,759,762,763,786,821,868,881,884,1304,1347,1476,1479,1480],complex:[1,2,4,7,17,18,39,252,268,419,552,602,603,637,647,648,733,738,760,778,783,799,815,821,831,833,834,837,838,841,857,866,867,868,869,870,871,872,873,874,875,879,881,883,884,885,886,888,889,892,893,895,909,923,928,934,1010,1043,1222,1259,1304,1317,1328,1330,1347,1356,1365,1382,1383,1386,1390,1420,1421,1422,1425,1430,1432,1434,1435,1458,1475,1476,1479,1480],complex_complex:1432,complex_doubl:1475,complex_double_tensor:1476,complex_float:[1432,1475],complex_float_tensor:1476,complex_int:1432,complex_tensor:10,complexdoublestorag:1475,complexfloat:1259,complexfloatstorag:1475,compli:[1434,1464],compliant:[34,36],complic:[5,17,39,1442,1448,1464,1470,1472],compon:[4,7,12,18,22,39,602,759,760,766,767,768,870,1086,1087,1088,1089,1090,1210,1300,1382,1421,1422,1435,1447,1451,1456,1457,1465],component_distribut:22,compos:[22,39,635,637,949,950,951,953,954,955,957,958,959,972,973,974,975,976,977,991,992,1011,1012,1031,1036,1037,1038,1091,1096,1097,1099,1100,1101,1102,1103,1104,1107,1115,1116,1117,1118,1119,1120,1134,1135,1157,1160,1161,1163,1164,1165,1315,1316,1431,1434,1441,1457,1462,1464,1478,1486],composetransform:22,composit:[22,1222,1431,1434,1457],compound:1435,comprehens:[1434,1435,1442,1450,1455,1467],compress:[17,767,768,1215,1373,1473],compression_stats_logging_frequ:17,compris:[6,34],comput:[1,4,6,7,10,11,13,16,17,18,22,24,26,98,231,423,430,548,550,563,564,578,587,589,590,591,592,595,596,597,598,599,600,601,602,603,604,605,611,616,617,618,619,620,621,632,634,635,636,643,648,650,722,730,732,735,738,739,743,744,755,756,757,758,760,761,762,763,765,766,767,768,769,770,771,772,778,780,781,782,784,791,792,793,799,802,805,806,807,817,819,841,843,850,856,857,859,861,865,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,895,904,905,906,907,909,910,911,912,913,919,921,923,924,925,928,940,942,945,952,956,957,958,959,962,963,964,975,976,977,979,980,982,986,987,995,998,1006,1007,1008,1011,1012,1013,1015,1016,1017,1018,1025,1026,1027,1033,1036,1037,1038,1039,1040,1041,1043,1050,1052,1057,1058,1076,1078,1082,1091,1092,1107,1108,1109,1122,1123,1130,1131,1138,1139,1141,1150,1158,1166,1167,1168,1179,1182,1194,1195,1210,1212,1214,1215,1216,1219,1222,1225,1227,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1241,1242,1249,1253,1256,1257,1259,1266,1268,1269,1270,1272,1278,1279,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1298,1304,1310,1311,1315,1316,1330,1331,1350,1356,1368,1370,1382,1386,1387,1390,1398,1403,1420,1431,1434,1441,1442,1443,1446,1449,1450,1452,1453,1454,1455,1457,1462,1463,1467,1468,1470,1473,1474,1479,1486,1489],computaiton:888,computation:[884,1454],compute_gradi:1454,compute_mask:[1229,1230,1231,1232,1233,1234,1235,1236],compute_mod:632,compute_uv:[496,888,889,1386,1432],compute_z:1449,conatin:846,concat:[1049,1432],concatdataset:16,concaten:[11,16,597,631,642,663,737,810,967,972,973,974,975,976,977,987,1124,1131,1219,1227,1379,1424,1435,1462,1473],concentr:22,concentrarion:22,concentration0:22,concentration1:22,concept:[7,39,1457,1467,1476],conceptu:[2,4,1447,1472],concern:[16,1440,1450,1462],concis:[26,1470],concret:[22,36,39,1095,1150,1177,1207,1431,1434,1450,1452,1458,1486,1489],concrete_arg:39,concurr:[18,1449,1450,1470,1471],conda:[1430,1461,1462],condit:[14,39,540,543,547,560,596,602,603,838,852,866,868,877,885,995,1013,1058,1250,1253,1405,1425,1431,1432,1433,1435,1447,1452,1465,1478],condition:[33,611,1350],conditional_express:1434,conduct:[8,1215,1300,1387,1470],confer:[8,997],confid:[7,1478],config:[17,39,1461,1467],config_dict:1478,config_stuff:1464,configur:[0,7,16,17,18,24,25,30,33,34,35,700,1215,1248,1349,1416,1450,1451,1459,1461,1464,1467,1468,1470,1478,1480,1486,1489],confirm:[7,1431,1452,1462,1470,1472],confirmed_by_own:1470,conflict:[17,1464],conform:[1248,1457],confound:4,confus:[2,841,1043,1447,1450,1464],congruent:1434,conj:[635,648,755,756,758,760,765,769,770,772,866,867,871,873,884,1334,1335,1386,1432,1454],conj_phys:[137,647,1432],conj_physical_:1432,conj_w_d:1454,conjuct:1470,conjug:[10,269,602,637,647,648,738,822,866,867,871,874,888,895,1222,1298,1334,1382,1386,1420,1454,1463],conjunct:[4,16,18,21,1105,1139,1215,1489],connect:[18,33,972,973,974,975,976,977,1019,1020,1021,1022,1023,1024,1071,1440,1468],connectionist:[967,1124],conquer:1386,consecut:[1,18,534,1283,1403,1413,1414,1442,1462],consensu:7,consequ:[888,1013,1386,1434,1447,1450],conserv:1450,consid:[2,6,17,18,24,33,38,39,560,602,637,654,726,727,728,729,760,830,834,837,841,875,877,880,884,890,921,980,990,1009,1043,1046,1094,1105,1139,1150,1207,1216,1222,1229,1230,1231,1232,1233,1234,1235,1236,1281,1390,1406,1407,1408,1409,1429,1431,1434,1446,1447,1448,1452,1453,1454,1457,1464,1466,1471,1472,1473,1476,1479,1480,1486,1488],consider:[7,582,838,987,1215,1434,1449],consist:[6,16,18,22,33,34,39,602,635,866,870,871,873,875,876,892,1224,1227,1310,1386,1390,1431,1434,1442,1457,1459,1462,1463,1467,1473,1489],consol:[24,27,30,31,1478],consolemetrichandl:30,consolemetricshandl:30,consolid:[21,1465],consolidate_state_dict:21,constant:[2,16,39,722,775,776,777,838,841,844,852,895,969,970,971,987,990,997,1074,1094,1136,1139,1177,1223,1279,1284,1287,1403,1432,1434,1446,1452,1457,1462,1463,1473,1486,1489],constant_:1445,constant_pad_nd:1432,constantlr:[1283,1295],constantpad2d:1177,constitu:39,constitut:39,constmap:841,constrain:[22,1079,1434,1457],constraint:[18,596,682,690,1215,1223,1248,1434,1454,1457],constraint_registri:22,constraintregistri:22,construct:[11,12,16,18,21,22,33,39,98,384,589,601,645,726,841,850,852,853,860,867,893,894,909,926,986,987,1043,1210,1215,1217,1218,1248,1253,1300,1304,1347,1372,1373,1387,1396,1399,1431,1450,1451,1457,1458,1460,1464,1467,1470,1472,1476,1478,1479,1480,1489],construct_transform:22,constructor:[4,11,16,39,952,1048,1071,1096,1097,1215,1253,1431,1434,1435,1450,1451,1457,1470,1473,1476,1479,1489,1490],consult:1464,consum:[4,16,23,38,739,1440,1458,1462,1478],consume_prefix_in_state_dict_if_pres:1215,consumpt:[21,605,1257,1473,1478],contain:[1,2,4,6,10,11,12,16,18,19,21,22,24,26,27,31,34,38,39,40,98,102,138,231,252,254,256,260,407,419,528,531,553,563,589,595,596,597,598,599,600,601,608,612,613,614,622,624,628,649,650,654,661,662,663,664,665,738,739,769,770,772,778,803,804,807,815,816,832,839,841,842,846,847,849,852,853,856,867,871,876,894,911,913,917,925,935,941,952,961,980,981,986,987,990,995,996,998,1003,1009,1013,1014,1035,1043,1044,1045,1050,1053,1054,1058,1060,1071,1075,1082,1094,1123,1130,1131,1133,1203,1210,1212,1213,1215,1223,1224,1229,1230,1231,1232,1233,1234,1235,1236,1237,1239,1241,1242,1243,1244,1245,1246,1247,1248,1249,1250,1251,1253,1254,1256,1258,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1300,1303,1328,1342,1345,1365,1381,1382,1386,1390,1398,1405,1407,1409,1413,1414,1419,1431,1433,1434,1435,1442,1446,1447,1451,1452,1453,1454,1456,1457,1460,1462,1463,1464,1465,1466,1467,1470,1472,1473,1475,1476,1478,1479,1481,1482,1488,1489],content:[2,4,7,26,39,593,847,849,867,876,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1377,1402,1429,1434,1439,1440,1447,1470,1477,1478,1479],contenti:8,context:[1,21,24,33,34,39,98,587,588,589,590,601,604,605,611,659,670,672,682,696,714,716,743,817,841,1043,1210,1215,1225,1227,1257,1350,1434,1435,1440,1446,1447,1450,1452,1455,1456,1458,1462,1464,1466,1469,1470,1472,1481],context_id:[1215,1470,1471],contigu:[2,10,17,270,434,451,540,989,1046,1179,1215,1327,1333,1365,1386,1390,1432,1442,1473,1475,1477],contiguous_format:[138,270,434,435,740,1215,1476],continu:[16,18,22,36,532,596,799,870,871,888,966,967,1009,1215,1435,1447,1460,1466,1481,1489],continue_stmt:1434,continuous_bernoulli:22,continuum:1461,contract:[1398,1442,1464],contrari:[7,1449],contrast:[4,22,24,1281,1445,1447],contribut:[8,608,807,980,986,987,1050,1123,1130,1131,1174,1215,1430,1462,1465],contributor:[7,8],control:[1,2,3,11,16,17,19,22,24,29,33,576,613,622,726,727,728,729,803,804,850,851,852,867,871,873,876,879,885,888,892,913,952,972,973,974,975,976,977,990,1029,1037,1038,1094,1215,1298,1349,1366,1382,1386,1390,1400,1406,1407,1408,1409,1431,1447,1449,1450,1451,1457,1458,1460,1462,1467,1472,1489],controlflowmodul:1460,controlflowmodule_script:1460,controlflowmodule_trac:1460,conum:1462,conv1:[850,1043,1071,1431,1467,1478,1489],conv1d:[1,975,1019,1416,1432,1467,1468,1482],conv2:[850,1043,1071,1431,1467],conv2d:[1,848,850,852,853,976,983,989,1020,1043,1044,1050,1071,1094,1242,1416,1431,1432,1438,1462,1467,1468,1478,1482,1483,1484,1489],conv3d:[1,977,984,1021,1416,1432,1467,1468,1482,1483,1484],conv4:[841,1043],conv5:[841,1043],conv:[39,841,848,852,853,972,973,974,975,976,977,1019,1020,1021,1022,1023,1024,1043,1044,1050,1438,1445,1450,1462,1467,1468,1482,1484,1489],conv_bn_fus:1438,conv_depthwise3d:1432,conv_tbc:1432,conv_transpose1d:[1,1432],conv_transpose2d:[1,1432],conv_transpose3d:[1,1432],convbn1d:1468,convbn2d:1468,convbn3d:1468,convbnmodul:1489,convbnrelu1d:1468,convbnrelu2d:1468,convbnrelu3d:1468,conveni:[1,4,7,11,30,33,884,1210,1429,1433,1446,1447,1450,1452,1456,1457,1464,1469],convent:[39,274,739,757,759,962,963,964,1006,1007,1008,1043,1082,1342,1429,1439,1447,1454,1457,1460],convention:1464,conver:23,converg:[895,1074,1222,1268,1269,1293,1446,1457],converged_count:895,convers:[7,510,629,826,1248,1435,1455,1462,1467],convert:[16,18,22,23,39,98,510,578,630,643,723,759,841,1043,1082,1210,1217,1218,1221,1255,1312,1313,1318,1431,1432,1433,1434,1452,1455,1462,1467,1468,1478,1489],convert_custom_config_dict:1489,convert_fx:[1467,1468],convert_sync_batchnorm:1082,convmodul:1489,convolut:[1,2,3,848,972,973,974,975,976,977,983,984,988,1019,1020,1021,1022,1023,1024,1055,1056,1061,1091,1092,1094,1115,1116,1117,1118,1119,1120,1138,1139,1432,1438,1445,1449,1450,1454,1457,1466,1467,1468,1486],convolv:[972,973,974,975,976,977,1019,1020,1021,1022,1023,1024,1115,1116,1117,1118,1119,1120,1486],convrelu1d:1468,convrelu2d:1468,convrelu3d:1468,convtranspos:[1223,1254],convtranspose1d:[1022,1118,1416],convtranspose2d:[1023,1119,1416],convtranspose3d:[1024,1120,1416],coo:[134,262,267,537,809,1372,1373,1476,1480],cooldown:1294,coord:799,coordin:[7,18,22,24,513,582,799,926,1304,1372,1407,1409,1447,1473,1478],cope:1458,copi:[2,7,10,16,17,18,24,31,39,134,139,149,151,256,340,371,384,399,407,428,434,510,511,512,513,528,540,578,641,661,662,774,775,776,777,841,850,895,981,990,1043,1094,1215,1248,1327,1333,1396,1431,1432,1440,1447,1448,1450,1452,1458,1462,1464,1465,1466,1467,1468,1470,1473,1475,1476,1477,1479,1489],copy_:[163,1095,1431,1432,1441,1450,1468,1475],copybackward:1223,copysign:[141,1432],copysign_:1432,copyslic:1447,core:[3,4,7,700,1434,1449,1450,1451,1464],corner:[623,1095,1105,1139,1150,1207,1486],coroutin:1435,corpor:[7,8],corr_choleski:22,corrcholeski:22,corrcholeskytransform:22,corrcoef:[654,1432],correct:[5,7,17,18,19,22,33,148,149,151,163,510,528,529,591,603,654,760,766,767,768,816,839,842,852,853,870,981,997,1009,1210,1215,1248,1352,1380,1381,1418,1419,1431,1432,1433,1441,1442,1450,1452,1454,1475],correctli:[6,16,18,33,422,841,852,1043,1158,1431,1433,1434,1442,1446,1447,1452,1458,1459,1470],correl:[2,22,34,650,972,973,974,975,976,977,983,984,988],correspond:[1,2,7,16,17,18,22,33,39,409,410,447,449,473,474,578,587,589,592,595,597,602,636,690,707,733,738,755,756,758,760,761,762,763,765,766,767,768,769,770,772,799,830,841,853,867,870,871,876,888,893,895,909,926,935,981,986,1013,1043,1049,1086,1130,1139,1176,1214,1215,1223,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1254,1259,1287,1303,1304,1314,1337,1345,1356,1386,1415,1429,1431,1432,1434,1441,1442,1446,1450,1451,1452,1454,1456,1457,1459,1462,1464,1466,1467,1468,1470,1471,1473,1474,1475,1478,1480,1482,1489],correspondingli:1438,corrupt:[1,18,33,981,1450,1458],cos:[144,550,622,803,804,919,978,979,1285,1286,1293,1304,1432,1441,1463,1478,1480],cos_:[1432,1441],cosh:[1,146,551,1432,1441],cosh_:[1432,1441],cosin:[550,551,651,652,978,979,1122,1285,1286,1293,1463],cosine_embedding_loss:[1,1432],cosine_similar:[1,1092,1432],cosineannealinglr:1463,cosineembeddingloss:1121,cost:[2,4,5,17,634,882,967,972,973,974,975,976,977,1115,1116,1117,1118,1119,1120,1124,1450,1459,1471],could:[5,7,16,18,22,24,33,38,39,686,760,766,767,768,838,867,894,913,1009,1286,1369,1413,1433,1434,1440,1447,1450,1451,1461,1464,1467,1470,1471,1472,1473,1477,1478],couldn:[1461,1462],count:[4,22,30,39,615,653,686,787,807,839,872,873,1248,1413,1414,1432,1466,1470,1472],count_include_pad:[957,958,959,1107,1108,1109,1432,1486],count_nonzero:1432,countdown:35,counter:[2,18,604,686,700,817,981,1440,1447],counterintuit:1447,counterpart:[1215,1434,1438,1467,1468,1481,1489],countnam:1466,coupl:[1456,1471],cours:[5,39,1429,1451,1452,1470],courtesi:22,cov:[650,1432],cov_diag:22,cov_factor:22,covari:[22,625,650,654,962,963,964,1082,1300],covariance_matrix:22,cover:[39,715,739,1036,1434,1436,1442,1452,1454,1456,1457,1467,1468,1470],coverag:[7,1430,1431,1436,1442,1488],cpp:[7,8,11,18,935,1451],cpp_autograd:12,cpp_c10d_extens:18,cpp_extens:[18,1430,1452],cpp_frontend:12,cpp_sourc:11,cppdoc:[7,12],cppextens:11,cprofil:5,cpu:[1,2,5,11,13,16,18,40,70,139,230,265,274,510,514,566,578,609,613,622,652,657,661,662,663,665,740,742,752,757,771,783,787,788,796,797,803,804,841,847,848,849,856,866,867,868,869,870,871,872,873,875,876,877,881,884,886,887,889,893,894,909,913,925,981,986,1043,1203,1215,1248,1249,1260,1263,1310,1319,1321,1323,1325,1326,1349,1351,1352,1362,1372,1373,1386,1396,1397,1398,1407,1409,1413,1416,1427,1430,1431,1432,1434,1438,1440,1441,1450,1455,1457,1458,1459,1461,1462,1465,1466,1467,1469,1470,1475,1476,1479,1480,1481],cpu_model:1431,cpufloattyp:1434,cpuhrsch:9,cpython:[4,39],crack:7,crash:[18,26,33,1440,1447,1470,1472,1478],creat:[1,2,4,6,7,11,16,17,18,22,24,25,31,33,34,36,38,39,40,98,164,195,274,510,511,577,589,601,623,625,641,642,649,696,727,742,786,787,788,838,843,851,855,860,866,867,871,873,884,893,909,926,935,960,978,986,987,990,1004,1010,1034,1035,1046,1047,1048,1071,1074,1075,1082,1091,1092,1094,1215,1227,1248,1253,1372,1396,1403,1434,1435,1438,1440,1446,1447,1450,1451,1452,1454,1457,1458,1460,1462,1463,1464,1466,1467,1468,1470,1471,1472,1473,1475,1477,1478,1479,1480,1481,1485,1486,1487,1489,1490],create_arg:39,create_args_for_root:39,create_backend:33,create_extens:1461,create_graph:[2,98,589,595,596,597,598,599,600,601,1432,1446],create_handl:33,create_nod:39,create_proxi:39,creater:33,creation:[2,16,39,657,1215,1229,1431,1435,1440,1447,1450,1470,1472,1479,1486,1487,1489],creation_tim:1489,creator:[33,1447,1470,1472],crelu:1062,criteria:895,criterion:[895,960,961,978,980,1004,1009,1010,1034,1035,1046,1047,1048,1074,1075,1091,1092,1123,1286,1317,1453],critic:[33,1223,1254,1449,1467,1489],cross:[1,7,22,24,960,972,973,974,975,976,977,980,1112,1113,1123,1432,1450,1461],cross_entropi:[1,1432],cross_entropy_loss:1432,crossentropyloss:[1050,1123],crow_indic:[1373,1432,1473,1480],crucial:12,csc:1473,csr:[987,1373,1480],csrc:1461,ctc_loss:[967,1432],ctcloss:[1124,1416],ctx:[2,31,587,588,591,592,593,594,1446,1452,1462],ctx_id:1470,cube:[951,955,1317],cubic:[992,1135,1139],cubla:[10,666,1416,1459],cublas_workspace_config:[15,1013,1058,1416,1459],cublasapi_reproduc:[1416,1459],cublashandle_t:666,cuda0:[510,1450,1455,1479],cuda102:1461,cuda1:1476,cuda2:[1450,1455],cuda:[2,4,5,6,11,15,16,18,40,98,230,254,274,279,449,454,510,566,578,589,601,613,615,622,656,657,658,659,670,672,682,738,740,742,752,757,771,788,803,804,841,856,858,866,867,868,869,870,871,872,873,875,876,877,881,884,886,887,889,893,894,909,913,930,967,972,973,974,975,976,977,981,986,1013,1043,1058,1082,1115,1116,1117,1118,1119,1120,1124,1131,1139,1150,1177,1207,1208,1209,1210,1215,1217,1218,1258,1260,1263,1310,1319,1321,1323,1325,1326,1372,1373,1386,1396,1398,1407,1409,1413,1416,1427,1430,1432,1441,1446,1452,1457,1462,1463,1465,1466,1467,1469,1470,1473,1475,1476,1479,1480,1481,1486],cuda_extens:11,cuda_graph:682,cuda_hom:11,cuda_launch_block:[15,1013,1058,1450],cuda_prefix:1461,cuda_runtim:11,cuda_sourc:11,cuda_vers:1455,cuda_visible_devic:[18,710,1215,1450],cuda_work:1450,cudadrivergetvers:1455,cudaev:2,cudaeventsynchron:657,cudaextens:11,cudagraph:[682,1450],cudagraphlaunch:1450,cudamalloc:700,cudart:[11,1461],cudaruntimegetvers:1455,cudastreamsynchron:658,cudastreamwaitev:658,cudnn:[14,15,848,967,972,973,974,975,976,977,995,1013,1058,1059,1115,1116,1117,1118,1119,1120,1124,1432,1450,1459],cudnn_affine_grid_gener:1432,cudnn_batch_norm:1432,cudnn_convolut:1432,cudnn_convolution_add_relu:1432,cudnn_convolution_relu:1432,cudnn_convolution_transpos:1432,cudnn_en:1432,cudnn_grid_sampl:1432,cudnn_is_accept:1432,cufft:3,cufft_plan_cach:[3,1450],cuh:11,cultur:8,cumbersom:[33,1434],cummax:1432,cummin:1432,cumprod:[1,155,1432,1441],cumprod_:1432,cumsum:[1,157,722,1432,1441],cumsum_:1432,cumul:[22,718,719,720,721,722,902,962,963,964,993,1016,1017,1018,1082,1137],cumulative_trapezoid:1432,cunningham:22,cur:[1285,1286],cur_tim:1489,curiou:1447,curl:1461,current:[1,2,3,4,6,8,10,11,16,18,21,24,26,33,34,38,39,40,98,151,163,422,432,433,434,566,578,589,596,598,602,613,622,656,657,658,663,664,666,667,668,669,672,673,675,676,679,681,682,685,687,689,691,693,695,696,698,700,701,705,706,707,708,710,712,714,717,730,740,742,752,757,771,780,786,788,795,803,804,824,825,841,844,852,856,893,895,909,926,986,990,1043,1082,1094,1133,1139,1150,1206,1207,1209,1215,1228,1232,1233,1234,1235,1236,1241,1242,1243,1244,1263,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1310,1319,1321,1323,1325,1326,1372,1373,1396,1407,1409,1413,1425,1427,1431,1433,1434,1435,1436,1440,1446,1450,1455,1456,1457,1460,1461,1462,1463,1464,1465,1467,1468,1470,1471,1473,1475,1476,1478,1479,1486,1488,1489],current_datetime_hostnam:1478,current_devic:[18,668,669,675,676,689,693,695,696,698,700,701,705,706,707,717,1476],current_stream:[657,1450],curv:1478,cusolv:1386,custom:[1,2,4,6,11,12,16,18,19,20,26,29,30,32,434,716,841,1043,1086,1091,1092,1229,1238,1253,1287,1435,1440,1441,1447,1456,1459,1460,1461,1468,1470,1489],custom_bwd:[1,1446],custom_decod:1086,custom_domain:1462,custom_encod:1086,custom_fwd:[1,1446],custom_module_class_map:1489,custom_msg:1480,custom_op:1462,custom_op_nam:1489,custom_opset:1462,custom_qconfig:1467,customiz:1435,custommodul:1489,cut:[7,1468],cutoff:952,cxx11:12,cxx:11,cycl:[422,589,1287,1293,1447,1466],cycle_momentum:[1287,1293],cyclic:1287,d_1:[980,1050,1123,1174],d_2:[980,1050,1123,1174],d_float32:1,d_idx:1454,d_in:1450,d_k:[980,1050,1123,1174],d_model:[1086,1087,1088,1089,1090],d_out:1450,daemon:[35,1440],dag:1450,dai:7,daili:9,damania:9,dampen:1281,dan:1489,danger:1472,daniel:[9,22],dankel:9,dantu:9,dash:[1470,1472],data:[1,2,4,7,10,14,17,18,21,22,24,27,30,33,35,39,87,98,138,139,265,268,272,275,280,381,384,417,428,432,434,540,566,578,588,589,613,622,628,720,721,740,741,742,752,753,754,757,759,760,766,767,768,771,774,775,776,777,787,788,789,803,804,806,821,823,847,850,852,856,893,894,895,909,915,924,926,940,943,965,967,981,995,998,1006,1007,1008,1013,1015,1030,1050,1058,1059,1095,1105,1110,1111,1149,1156,1158,1194,1195,1215,1216,1217,1218,1248,1249,1250,1251,1259,1263,1264,1287,1293,1300,1308,1311,1312,1313,1317,1319,1320,1322,1323,1324,1325,1326,1333,1345,1368,1370,1371,1372,1373,1385,1386,1396,1405,1407,1409,1415,1416,1427,1428,1430,1431,1432,1435,1440,1446,1447,1448,1450,1452,1456,1458,1459,1460,1461,1463,1464,1465,1467,1468,1470,1472,1473,1474,1475,1476,1477,1478,1480,1481,1486,1489],data_dir:33,data_load:[1287,1293,1458],data_parallel:1453,data_ptr:[1441,1475,1477],data_sourc:16,data_typ:[1467,1468],databas:16,dataformat:1478,dataload:[16,431,1215,1286,1287,1293,1450,1453,1461,1463,1478],dataparallel:[1,18,1203,1215,1251,1447,1453,1458,1470],dataset:[34,36,952,961,1453,1456,1461,1463,1467,1478,1489],dataset_it:16,datatyp:[1,39,841,921,1043,1217,1218,1462],date:[39,1464],datetim:18,datum:1434,datumbox:9,david:[9,952],db00:18,ddot:857,ddp:[18,19,21,1082,1215,1430,1450,1451,1470],ddp_comm_hook:17,ddp_model:[17,18,1215,1451],ddp_sync_bn_network:1082,ddp_zero_hook:21,dead:39,deadlin:35,deadlock:[18,1215],deal:[7,24,35,1398,1440,1453],dealloc:[2,787,1440,1450,1453,1455,1466],death_sig:24,deatil:1434,debug:[2,5,16,30,602,603,681,715,866,1212,1213,1214,1355,1433,1447,1449,1450,1455,1456,1457,1459,1461,1464,1468],debug_mod:715,debugg:[845,1454],debugging_hook:17,debuginfoguard:1456,debugstr:1462,decai:[1051,1265,1266,1267,1268,1269,1270,1272,1278,1279,1281,1284,1288,1290,1291,1294,1296,1463],decemb:1317,decent:16,decentr:24,decid:[5,7,18,33,1238],decim:1490,decis:[24,33,35,39,852,1446],declar:[2,11,16,1433,1434,1435,1452,1462,1464,1465],decod:[894,1086,1087,1088,1215,1464],decoded_tensor:1215,decoder_lay:[1087,1088],decompos:[17,39,785,1447],decomposit:[22,39,635,793,866,867,870,871,872,873,874,876,881,885,886,888,889,911,913,1222,1298,1300,1304,1310,1386,1387],decomposition_rul:39,decompress:[17,1429,1439],deconvolut:[975,976,977,1118,1119,1120],decor:[1,2,22,26,30,34,39,590,604,605,743,817,845,850,854,1257,1431,1433,1434,1446,1447,1452,1465,1470,1488],decoupl:[1256,1269],decreas:[22,700,877,983,984,988,1056,1249,1250,1280,1287,1294,1438,1459,1476],dedent:1464,dedic:[38,1450],deduc:1473,dedupl:39,deep:[7,8,39,962,963,964,1082,1281,1430,1445,1457,1467,1468],deepcopi:1467,deeper:[1457,1464],def:[1,2,16,18,19,22,24,25,26,30,31,34,35,36,38,39,336,590,591,592,593,594,595,596,597,598,599,600,604,605,743,817,839,841,842,843,844,845,846,849,850,852,853,854,1043,1044,1045,1053,1054,1092,1210,1215,1227,1257,1429,1431,1433,1434,1442,1446,1447,1449,1451,1452,1453,1457,1458,1459,1460,1461,1462,1463,1464,1465,1466,1467,1470,1471,1472,1480,1488],def_nam:30,default_dynamic_qconfig:[1467,1468],default_eval_fn:[1468,1489],default_fake_qu:1468,default_gener:1481,default_hook:17,default_mask:[1229,1230,1231,1232,1233,1234,1235,1236],default_observ:[1468,1489],default_pg:18,default_protocol:1342,default_qat_qconfig:1468,default_qconfig:1468,default_stream:18,default_tim:4,default_weight_fake_qu:1468,default_weight_observ:1468,defens:24,defer:[17,1450,1465],deferred_batch_norm:1465,defin:[1,2,4,6,11,12,16,17,18,19,22,24,25,31,33,34,39,383,385,495,587,700,722,739,740,742,759,788,791,793,805,807,830,859,866,868,870,871,872,873,875,877,879,883,884,885,887,888,892,895,919,930,981,1002,1011,1012,1043,1061,1076,1078,1085,1105,1139,1194,1210,1215,1233,1235,1242,1243,1260,1263,1265,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281,1282,1284,1285,1287,1290,1293,1310,1319,1321,1323,1353,1370,1390,1403,1406,1407,1408,1409,1425,1427,1429,1431,1434,1436,1440,1441,1447,1451,1454,1455,1457,1461,1462,1463,1464,1465,1466,1467,1470,1473,1474,1479,1480,1481,1488,1489],define_macro:1461,definit:[7,16,19,22,29,34,39,635,636,637,654,783,857,866,867,1009,1151,1195,1259,1330,1403,1429,1431,1433,1435,1446,1447,1452,1454,1464,1467,1478,1480],deg2rad:[1432,1441,1473],deg2rad_:[1432,1441,1473],degrad:[4,1449,1452],degre:[22,654,723,841,872,873,1043,1052,1091,1215,1318,1338,1432,1454],del:[2,1435,1440,1453],del_stmt:1434,delai:1472,delattr:1434,deleg:24,delet:[2,18,39,656,1429,1438,1440,1447,1469,1470,1472],delete_all_unused_submodul:39,delete_kei:18,delete_submodul:39,delimit:[1434,1435],deliv:[8,1466],deliveri:1472,delta:[4,22,995,1003,1004,1013,1074,1148,1266,1380,1381,1403,1418,1419,1432,1445],delv:1445,demand:[16,684,1433,1456,1470],demonstr:[34,39,967,1457,1460,1465,1470],deni:1464,denied_modul:1464,denois:4,denomin:[554,962,963,964,998,1006,1007,1008,1015,1016,1017,1018,1025,1026,1027,1082,1266,1267,1268,1269,1270,1272,1278,1279,1282,1314],denorm:1349,denormal_numb:1490,denot:[22,39,654,857,877,885,972,973,1224,1227,1281,1373,1454,1471,1473],dens:[2,21,160,371,474,475,613,622,803,804,856,895,1364,1367,1369,1371,1378,1387,1416,1459,1473,1476],dense_dim:[472,474,475,1372,1432,1473],densiti:[22,242,807,1432,1474],departur:34,depend:[5,6,11,16,18,21,22,24,33,34,35,39,256,760,766,767,768,850,852,870,871,888,913,918,960,961,978,980,987,990,1003,1009,1010,1034,1035,1046,1047,1048,1050,1057,1074,1075,1091,1094,1095,1105,1112,1113,1123,1131,1139,1150,1151,1174,1182,1207,1210,1227,1228,1234,1287,1298,1300,1317,1333,1373,1386,1405,1425,1429,1431,1433,1434,1440,1447,1449,1450,1452,1454,1457,1462,1466,1467,1470,1473,1479,1480,1486],dependency_graph:1464,dependency_graph_str:1464,dependent_properti:22,depickl:1464,deplet:1215,deploi:[7,24,33,1456,1460,1464],deploy:[24,33,34,1430],deprec:[18,24,33,34,344,528,601,634,635,694,697,738,780,794,838,841,893,909,911,921,960,961,978,980,1002,1003,1009,1010,1034,1035,1043,1046,1047,1048,1050,1057,1074,1075,1091,1096,1097,1112,1113,1123,1151,1174,1182,1207,1208,1209,1211,1215,1254,1259,1310,1326,1365,1382,1386,1390,1431,1436,1440,1448,1462,1466,1468,1475,1486],depth:[703,704,959,974,977,1038,1095,1150,1207,1457,1486],depthwis:[736,737,972,973,974],dequant:[1432,1467,1468,1480,1489],dequantstub:[1467,1468,1489],deriv:[8,10,18,98,589,601,602,603,799,838,884,913,1210,1433,1452,1454,1468,1470,1474,1486,1489],derivedp:22,derivedq:22,descend:[39,85,471,576,841,888,889,1043,1366,1386,1432],descent:[10,22,1265,1281,1285,1286,1447,1457],describ:[1,6,7,16,17,21,24,25,31,33,39,447,629,702,739,799,857,887,952,957,958,959,960,961,962,963,964,972,973,974,975,976,977,980,982,983,984,988,990,991,992,998,1001,1004,1006,1007,1008,1009,1010,1015,1034,1036,1037,1038,1050,1057,1061,1074,1082,1091,1092,1094,1123,1134,1135,1144,1177,1293,1382,1403,1430,1431,1433,1434,1445,1446,1447,1450,1451,1453,1454,1456,1457,1460,1462,1464,1468,1471,1472,1480,1489],descript:[0,4,7,11,26,33,39,877,895,1105,1310,1433,1434,1450,1452,1454,1456,1457,1462,1490],descriptor:[16,1091,1092,1435,1462],deseri:[4,894,1210,1429,1439],design:[7,8,16,22,30,33,602,603,856,1393,1429,1450,1452,1455,1457,1464],desir:[1,2,4,16,18,22,39,40,103,118,120,124,138,149,151,180,195,208,238,264,330,381,382,383,384,385,432,434,435,451,455,474,475,489,510,528,529,540,566,578,613,622,641,691,692,712,713,720,721,740,741,742,752,757,771,787,788,789,803,804,841,856,893,909,916,924,940,943,960,1043,1093,1158,1194,1195,1210,1248,1259,1263,1264,1301,1308,1312,1313,1317,1319,1320,1321,1322,1323,1324,1325,1326,1354,1368,1370,1371,1372,1373,1385,1396,1407,1409,1427,1428,1441,1442,1446,1447,1450,1455,1457,1460,1465,1469,1470,1474,1475,1476],desired_valu:18,desmaison:9,despit:[39,852,853,1454],destin:[18,27,30,151,353,354,528,663,664,790,841,911,931,932,1043,1432,1470,1471,1475],destroi:[17,33,981,1447,1470],destruct:[18,1470,1472],destructor:[1440,1472],desugar:1434,desynchron:[17,18],det:[22,872,873,886,903,1432],detach:[2,6,164,384,641,967,1124,1141,1396,1431,1432,1441,1453,1462,1473,1477,1479],detach_:[1215,1432,1441,1473],detail:[0,1,2,4,7,10,11,12,13,16,18,19,22,24,34,39,98,262,430,537,573,589,593,602,627,652,658,673,682,690,693,695,696,698,699,700,701,705,706,707,722,739,774,793,799,829,841,844,852,874,884,895,901,903,911,925,952,956,966,975,976,977,981,986,987,988,991,992,995,1013,1043,1049,1055,1056,1058,1070,1091,1099,1100,1101,1102,1103,1104,1106,1107,1108,1109,1110,1112,1113,1114,1115,1116,1117,1118,1119,1120,1121,1123,1124,1125,1126,1127,1128,1130,1131,1132,1133,1134,1135,1136,1140,1142,1143,1144,1145,1147,1148,1149,1151,1152,1153,1154,1157,1158,1159,1160,1161,1162,1163,1164,1165,1166,1167,1168,1169,1170,1171,1172,1173,1174,1178,1180,1181,1182,1183,1184,1185,1187,1189,1190,1191,1192,1193,1194,1195,1196,1197,1198,1199,1200,1201,1204,1205,1206,1210,1215,1216,1251,1258,1266,1267,1268,1269,1270,1272,1278,1279,1280,1287,1298,1310,1342,1362,1368,1403,1416,1431,1432,1433,1434,1447,1448,1450,1451,1452,1453,1454,1456,1457,1459,1460,1462,1464,1465,1470,1471,1472,1477,1478,1480,1481,1486,1488],detect:[6,11,16,18,19,24,26,595,596,597,598,599,600,844,1215,1416,1440,1450,1454,1462,1464,1470],detect_anomali:2,detector:982,determin:[4,8,10,11,13,15,16,17,18,22,24,31,33,602,603,613,622,629,634,691,741,760,766,789,803,804,807,869,877,883,884,886,903,918,987,991,992,1013,1052,1058,1131,1134,1135,1150,1207,1229,1230,1231,1232,1233,1234,1235,1236,1264,1293,1320,1322,1324,1347,1382,1428,1434,1435,1442,1450,1451,1452,1457,1462,1464,1467,1472,1476,1478,1480,1489],determinist:[3,4,6,15,18,22,39,40,447,573,843,852,853,922,925,927,967,972,973,974,975,976,977,1013,1058,1115,1116,1117,1118,1119,1120,1124,1346,1416,1432,1447,1459,1463,1469],dev:[8,25,30],dev_idx:18,develop:[17,18,39,1433,1434,1452,1456,1457,1459,1464,1467,1470,1473],deviat:[4,22,314,956,962,963,964,998,1006,1007,1008,1015,1082,1260,1380,1381,1418,1419,1445],devic:[1,2,3,6,17,18,19,34,35,38,40,139,149,151,230,254,274,381,382,383,384,385,449,510,566,578,595,597,613,615,622,657,658,659,660,661,662,663,664,665,667,668,669,672,675,676,677,679,680,689,693,694,695,696,697,698,699,700,701,705,706,707,710,711,712,713,717,738,740,741,742,752,757,771,788,789,803,804,841,844,847,849,856,866,867,868,869,870,871,872,873,875,876,881,884,885,886,887,889,893,894,909,913,925,952,962,963,964,965,972,973,974,975,976,977,981,986,987,996,998,1006,1007,1008,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1043,1049,1051,1059,1060,1082,1086,1088,1090,1115,1116,1117,1118,1119,1120,1124,1131,1150,1203,1207,1208,1209,1210,1215,1217,1218,1248,1253,1258,1260,1263,1264,1271,1310,1319,1320,1321,1322,1323,1324,1325,1326,1372,1373,1386,1396,1398,1407,1409,1416,1427,1428,1430,1431,1432,1433,1434,1436,1438,1441,1446,1451,1453,1455,1457,1459,1462,1464,1465,1466,1467,1469,1470,1475,1479,1480,1485,1486,1489],device_count:18,device_id:[18,19,21,34,894,981,1082,1203,1215,1451],device_map:1470,device_typ:1,devicetyp:1434,devito:9,df1:22,df2:22,dfrac:[121,314,532,979,1122,1223,1254,1256],dhanainm:9,dhanasekar:9,diag:[22,738,870,871,888,1300,1386,1387,1390,1432],diag_emb:[729,870,871,888,1386,1390,1432],diagflat:[726,1432],diagn:22,diagnost:[26,1431,1480],diagon:[22,166,201,623,650,654,726,727,728,738,739,752,793,874,876,885,1179,1401,1405,1406,1407,1408,1409,1432,1452,1477],diagonaliz:[870,872],diagonaltensor:1452,diagram:[24,33,841,1043,1467,1472],dialect:1455,dict:[1,4,6,18,19,21,22,39,707,839,840,841,842,846,850,852,853,894,895,981,990,1043,1044,1053,1094,1210,1215,1238,1265,1266,1267,1268,1269,1270,1271,1272,1273,1274,1275,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1429,1431,1432,1434,1435,1439,1452,1457,1460,1462,1463,1468,1470,1471,1478,1488,1489],dict_comprehens:1434,dict_displai:1434,dictat:[1215,1434],dictionari:[4,11,16,22,39,700,841,842,847,850,852,853,895,986,987,1043,1044,1053,1130,1238,1433,1435,1452,1457,1462,1463,1470,1478,1486,1488,1489],did:[2,7,18,33,942,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1433,1434,1454,1460,1464],didn:[38,1452,1461,1463],dies:1440,dif:4,diff:[4,7,1431,1432],differ:[1,2,4,6,11,16,18,21,22,24,25,26,30,31,33,34,36,39,139,422,428,540,561,562,566,602,603,625,654,722,727,729,730,739,775,776,777,781,782,783,787,799,816,841,849,852,866,870,871,882,885,888,918,952,962,963,964,969,970,971,981,1004,1006,1007,1008,1013,1040,1043,1046,1049,1064,1065,1067,1068,1069,1071,1074,1082,1088,1090,1092,1098,1105,1139,1150,1152,1210,1215,1217,1218,1222,1259,1265,1266,1267,1268,1269,1270,1271,1272,1275,1277,1278,1279,1280,1281,1282,1287,1294,1300,1310,1330,1332,1386,1403,1413,1414,1416,1420,1429,1431,1433,1434,1436,1440,1441,1446,1447,1448,1449,1450,1451,1452,1454,1457,1458,1459,1461,1463,1464,1465,1466,1467,1470,1472,1473,1476,1478,1479,1480,1489],differenc:1452,differenti:[4,22,98,290,514,587,589,592,595,596,597,598,599,600,601,602,603,641,690,885,913,966,967,986,1141,1175,1215,1227,1416,1447,1452,1453,1454,1462,1470,1479],difficult:[2,7],difficulti:[7,1445],digamma:[172,1432,1441,1474],digamma_:[1432,1441],digit:[4,1353,1429,1439,1456],digraph:1464,dilat:[972,973,974,975,976,977,990,1019,1020,1021,1022,1023,1024,1036,1037,1038,1094,1115,1116,1117,1118,1119,1120,1133,1206,1315,1316,1432,1462,1483,1484,1485,1486],dim0:[498,517,518,1389,1402,1432],dim1:[167,169,498,517,518,727,729,1389,1402,1432],dim2:[167,169,727,729,1432],dim:[22,39,63,65,66,67,69,83,84,85,128,147,150,152,153,154,155,156,157,170,201,205,222,253,254,255,256,257,258,261,291,317,329,345,347,348,349,352,366,367,368,369,372,373,389,398,406,415,426,427,429,440,441,446,447,448,449,450,467,471,473,476,481,482,484,489,494,503,508,515,530,533,534,535,536,538,559,561,562,563,565,574,575,576,597,598,600,631,638,646,653,655,663,665,718,719,720,721,722,730,736,755,756,758,759,760,761,762,763,764,765,766,767,768,769,770,772,774,775,790,799,808,816,819,858,868,879,883,891,892,902,910,922,924,925,927,930,932,933,940,941,942,943,944,952,979,980,981,987,989,994,1014,1033,1049,1050,1051,1076,1078,1092,1093,1122,1123,1138,1141,1150,1158,1175,1177,1179,1194,1195,1203,1215,1223,1229,1233,1235,1242,1243,1254,1256,1259,1301,1308,1311,1331,1332,1337,1338,1343,1344,1366,1368,1370,1371,1374,1377,1379,1380,1381,1382,1385,1393,1397,1398,1399,1400,1403,1404,1412,1413,1414,1415,1418,1419,1423,1431,1432,1442,1453,1460,1462,1468,1473,1474,1476],dim_feedforward:[1086,1088,1090],dim_param:1462,dim_valu:1462,dimems:371,dimens:[2,10,16,22,39,160,173,195,201,254,256,258,370,371,408,409,410,428,447,449,450,467,472,474,475,489,513,531,540,553,559,561,562,563,565,574,575,576,584,585,586,623,631,634,635,637,638,655,663,665,718,719,720,721,722,727,728,729,730,736,739,755,756,758,759,760,761,762,763,764,765,766,767,768,769,770,772,774,790,799,808,816,819,838,857,858,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,883,884,885,886,887,888,889,890,891,892,902,903,910,914,918,922,924,925,926,927,930,932,933,940,941,942,943,944,958,959,960,961,962,963,964,965,966,967,973,974,976,977,978,979,980,981,985,986,987,989,990,993,994,997,999,1000,1001,1002,1003,1004,1005,1006,1007,1008,1009,1010,1012,1013,1015,1023,1024,1029,1030,1031,1032,1033,1034,1037,1038,1042,1049,1050,1051,1052,1055,1056,1057,1061,1062,1063,1070,1072,1073,1074,1075,1076,1077,1078,1079,1080,1081,1082,1083,1084,1085,1086,1088,1090,1091,1092,1093,1094,1105,1111,1115,1116,1117,1118,1119,1120,1122,1138,1139,1140,1141,1150,1153,1156,1157,1158,1175,1176,1177,1194,1195,1207,1215,1222,1223,1229,1230,1231,1232,1233,1234,1235,1236,1249,1250,1252,1254,1256,1258,1259,1298,1301,1308,1310,1311,1312,1317,1331,1332,1333,1337,1345,1353,1365,1366,1368,1370,1371,1372,1374,1377,1379,1380,1381,1382,1385,1386,1390,1391,1393,1397,1398,1399,1400,1402,1403,1405,1406,1407,1408,1409,1412,1413,1414,1415,1416,1418,1419,1421,1422,1423,1432,1433,1434,1445,1448,1453,1454,1465,1467,1473,1474,1476,1478,1479,1486],dimension:[22,447,449,584,585,586,623,630,642,727,729,739,755,756,758,759,760,761,762,763,765,766,769,770,772,774,776,777,787,799,808,809,872,873,874,875,890,893,909,918,926,952,969,970,971,980,981,986,987,1015,1033,1050,1064,1065,1066,1067,1068,1069,1076,1078,1082,1098,1123,1174,1177,1208,1209,1222,1258,1317,1372,1373,1382,1393,1396,1397,1403,1434,1445,1448,1454,1473,1475,1476,1479,1481],dimes:638,dir:[1429,1434,1464],dir_nam:1466,dirac:1445,dirac_:[1436,1445],direct:[7,8,10,18,776,777,841,995,1009,1013,1043,1058,1256,1280,1300,1317,1338,1447,1450,1452,1457,1467,1470],directli:[1,2,4,7,8,11,12,16,17,18,22,24,32,39,722,793,867,1076,1150,1194,1249,1403,1431,1433,1434,1447,1450,1451,1452,1454,1456,1457,1458,1460,1464,1466,1467,1470,1473,1478,1480,1485,1489],directori:[11,18,31,1429,1439,1456,1462,1464,1466,1478],dirnam:1429,dirti:1447,disabl:[1,19,22,39,590,604,605,611,743,817,841,852,853,1043,1082,1215,1216,1257,1349,1350,1353,1433,1446,1449,1450,1455,1459,1462,1465,1469,1480],disable_cuda:1450,disable_jit_exampl:1431,disadvantag:1431,disallow:[39,1464,1470,1476],disambigu:[4,31,39,900],disappear:1441,discard:[838,884,1225,1429,1433],disconnect:[595,596,597,598,599,600],discourag:[2,710,714,1447,1470],discov:[18,1470],discoveri:[18,33,1464],discrep:[1215,1317,1454],discret:[22,37,417,755,756,757,758,760,761,762,763,770,772,1009,1141,1478,1481],discrimin:[1223,1254],discuss:[4,8,22,39,1004,1447,1457,1459,1470,1472],disjoint:1431,disjointli:21,disk:[2,16,1342,1447,1457,1464,1478],dispatch:[18,39,845,1434,1450,1452,1462,1488],displai:[4,689,701,1150,1207,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1429,1435,1439,1462,1478,1480],displaystyl:1474,disprov:39,dissimilar:[978,1003],dist:[1,17,18,19,21,22,34,866,870,871,872,874,875,876,877,884,885,888,889,910,1082,1215,1222,1365,1386,1432,1451,1470,1472],dist_autograd:[1215,1470,1471],dist_autograd_ctx_id:1470,dist_autograd_simpl:1471,dist_optim:[1215,1470,1471],distanc:[632,838,870,871,888,944,978,1003,1009,1052,1091,1092,1179,1287,1382,1386],distance_funct:[1092,1205],distant:1092,distinct:[4,903,1390,1434,1452,1460,1470,1471],distinguish:[4,1473],distribut:[10,16,17,19,24,25,26,27,30,31,32,33,35,36,38,121,199,227,314,390,417,532,561,562,614,715,935,952,956,980,981,982,983,984,988,993,997,1009,1057,1061,1082,1123,1125,1126,1127,1132,1136,1137,1141,1151,1182,1215,1260,1303,1317,1319,1320,1321,1322,1323,1324,1430,1434,1442,1445,1446,1450,1465,1466,1472,1474,1478,1481,1489],distributed_test:18,distributeddataparallel:[1,16,17,18,19,21,34,981,1082,1458,1465,1470],distributedoptim:[1215,1470,1471],distributedsampl:16,distutil:11,div:[17,176,734,780,952,1055,1056,1410,1432,1441,1473,1476],div_:[1432,1441,1473],div_factor:1293,div_valu:952,dive:[1451,1454,1464],diverg:[852,853,1009,1151,1434],divid:[1,6,17,21,178,665,733,736,757,771,780,808,849,960,961,967,968,978,1003,1004,1009,1010,1034,1035,1046,1047,1048,1057,1074,1075,1091,1092,1112,1113,1123,1124,1151,1174,1182,1215,1386,1423,1432],divide_:1432,divide_by_initial_world_s:1215,dividend:[733,780,783,1330,1410],divis:[16,554,638,733,780,783,849,972,973,974,975,976,977,979,1010,1034,1052,1115,1116,1117,1118,1119,1120,1122,1175,1330,1374,1397,1434,1446,1486],divisor:[217,218,424,425,733,780,783,791,958,959,990,1094,1108,1109,1330,1410,1486],divisor_overrid:[958,959,1108,1109,1432,1486],divmod:[1432,1434],dlibenzi:9,dll:1461,dlpack:1430,dmytro:[8,9],dnn:[3,1449],do_activ:39,do_constant_fold:1462,doc:[4,5,12,33,34,855,1087,1088,1089,1090,1416,1435,1440,1448,1452,1457,1459,1464,1478,1485,1486,1487],doc_str:1462,docstr:[4,11,39,841,1043,1429],document:[16,18,39,573,574,575,576,629,657,658,700,793,829,841,893,909,942,952,986,987,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1043,1224,1233,1242,1259,1309,1336,1416,1429,1433,1434,1440,1441,1442,1443,1446,1452,1453,1457,1459,1460,1462,1463,1464,1477,1481,1485,1486,1487],doe:[1,2,4,5,6,7,8,11,18,21,22,24,26,30,32,33,35,38,39,98,195,274,540,561,562,624,684,739,787,816,840,842,844,849,852,862,867,870,882,885,888,892,895,911,913,917,918,925,929,937,962,963,964,972,973,974,975,976,977,980,986,987,990,995,996,1006,1007,1008,1013,1014,1016,1017,1018,1025,1026,1027,1037,1038,1044,1050,1053,1058,1060,1082,1094,1123,1174,1224,1227,1231,1259,1264,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1299,1304,1365,1367,1386,1416,1428,1429,1431,1433,1434,1436,1438,1440,1441,1442,1446,1448,1449,1450,1451,1452,1454,1457,1458,1459,1462,1464,1465,1467,1470,1472,1473,1476,1480,1486,1489],doesn:[1,2,3,7,10,16,18,38,39,591,601,673,847,874,888,894,903,972,973,974,981,1009,1076,1115,1116,1117,1151,1194,1215,1216,1238,1271,1431,1434,1435,1441,1447,1448,1450,1452,1456,1458,1461,1462,1463,1465,1467,1471,1489],doi:[895,997],doing:[7,12,16,26,33,39,828,852,913,1158,1210,1452,1454,1455,1461,1463,1474],domain:[8,22,26,551,583,753,754,755,756,758,759,760,765,766,767,768,799,1462,1467],domin:1467,don:[1,2,5,7,10,18,32,39,98,589,598,601,715,917,1006,1007,1008,1095,1150,1207,1210,1215,1260,1429,1431,1435,1440,1441,1442,1447,1450,1452,1453,1457,1458,1461,1463,1464,1465,1470,1471,1486,1488],done:[4,12,16,18,22,24,31,38,39,431,602,756,758,762,763,767,768,770,772,852,913,921,962,963,964,981,1006,1007,1008,1025,1026,1027,1028,1082,1088,1090,1215,1377,1434,1438,1440,1449,1451,1453,1457,1462,1465,1467,1470,1472],donot_use_mm_for_euclid_dist:632,door:1462,dorota:22,dosometh:1434,dot:[1,540,596,598,599,600,718,719,720,721,819,857,918,960,961,980,990,1003,1009,1010,1034,1049,1050,1092,1382,1420,1421,1422,1432,1441,1454],doubl:[2,4,24,417,423,591,593,598,602,603,629,645,690,738,754,778,799,841,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,903,904,905,906,907,914,987,1043,1100,1103,1131,1210,1298,1304,1373,1386,1405,1425,1434,1441,1450,1452,1462,1464,1473,1475,1476,1479,1486],double_precis:1478,double_tensor:1476,doubler:[590,605,743,1257],doublestorag:1475,doubletensor:[553,554,555,556,557,612,1348,1396,1476,1479],doubli:39,dow:1478,down:[2,7,11,16,22,24,31,34,39,700,733,777,848,877,1150,1456,1458,1462,1468,1470,1472,1478,1486],download:[1439,1461,1478],download_url_to_fil:1429,downsampl:[976,1095,1105,1139],downscal:1056,downscale_factor:[1056,1181,1432],downstream:[1,4],doxygen:7,dp_m:1453,dp_model:1446,dpotri:636,dpython:[629,893,909],dpytorch_onnx_caffe2_bundl:1462,dqm:1486,draw:[16,102,614,935,1317,1478],draw_base2:1317,drawback:1447,drawn:[16,121,199,227,935,1260,1317,1321,1322,1445,1480,1481],dreiss:9,drive:[4,8,18,1447],driven:8,driver:[3,793,877,1432,1450,1470],drop:[16,39,690,845,885,888,956,1431,1442,1458],drop_last:16,dropout2d:1432,dropout3d:1432,dropout:[6,841,956,983,984,988,995,1013,1043,1049,1058,1059,1086,1088,1090,1106,1126,1127,1132,1432,1438,1442,1447,1450],dropout_:[1432,1438],dropout_p:1432,dropout_st:1432,dry:1210,ds_dx:1454,ds_dy:1454,dsplit:1432,dst:[18,1429],dst_name:1471,dst_rank:1471,dst_tensor:18,dst_type:[841,1043],dstack:[926,1432,1473],dtype:[1,2,10,14,16,18,39,101,102,154,155,156,157,183,252,254,256,258,260,347,366,369,381,382,383,384,385,389,406,417,419,447,449,494,510,528,540,554,559,563,565,566,578,591,593,595,597,613,614,615,616,617,618,619,620,621,622,629,645,647,648,654,664,720,721,738,740,741,742,752,756,757,758,762,763,771,778,783,785,786,787,788,789,795,803,804,815,841,844,856,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,904,905,906,907,909,913,914,915,923,924,925,928,935,939,940,941,943,952,961,962,963,964,965,967,972,973,974,975,976,977,980,986,987,990,995,996,998,1006,1007,1008,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1043,1049,1050,1051,1058,1059,1060,1064,1065,1066,1067,1068,1082,1086,1088,1090,1094,1095,1096,1097,1107,1123,1124,1158,1194,1195,1210,1217,1218,1224,1227,1228,1238,1248,1259,1263,1264,1298,1304,1308,1309,1312,1313,1314,1315,1316,1317,1319,1320,1321,1322,1323,1324,1325,1326,1328,1336,1347,1348,1349,1368,1370,1371,1372,1373,1385,1386,1393,1396,1407,1409,1413,1421,1422,1425,1427,1428,1431,1432,1433,1434,1436,1442,1450,1452,1457,1462,1467,1473,1474,1475,1478,1479,1480,1484,1485,1486,1487,1489,1490],dtype_filt:1486,dtype_input:1486,duck:[1452,1464],due:[4,5,6,7,17,18,22,39,422,595,596,597,650,851,870,871,888,913,997,1086,1150,1253,1387,1431,1450,1454,1457,1459,1462,1470,1472],duersch:895,duerschetal2018:895,dummi:[16,21,1452,1488],dummy_add:1452,dummy_input:1462,dump:[39,1461],dump_alias_db:844,dump_error_fil:26,dump_patch:1043,duplic:[16,256,260,407,613,622,643,803,804,841,1043,1413,1414,1473],durat:[18,30,33,1466],dure:[1,2,6,11,17,18,24,25,27,33,38,39,274,438,439,587,588,689,690,701,849,851,852,894,956,962,963,964,981,982,986,987,1006,1007,1008,1082,1088,1090,1125,1130,1131,1210,1215,1217,1218,1253,1295,1371,1407,1409,1438,1441,1446,1447,1449,1450,1451,1452,1454,1456,1457,1459,1462,1464,1466,1467,1470,1472,1482,1489],dyn:39,dynam:[1,11,12,16,847,852,894,1222,1433,1434,1435,1445,1450,1457,1462,1463,1464,1489],dynamic_ax:1462,dynamic_net:1457,dynamic_rendezv:33,dynamic_threshold:1294,dynamici:1467,dynamicnet:1457,dynamicrendezvoushandl:33,dzhulgakov:[8,9],e2e:1467,e_bfloat16:1,e_float16:1,e_k:1049,e_q:1049,e_v:1049,each:[1,2,6,11,16,17,18,19,21,22,23,24,26,31,34,35,36,39,49,70,101,102,336,428,447,449,474,531,540,548,550,553,559,561,562,565,566,584,585,586,587,589,592,601,612,615,624,628,632,633,635,638,642,654,661,665,690,693,695,700,707,713,718,719,722,723,733,736,738,739,756,758,759,760,762,763,766,767,768,770,772,776,777,779,780,784,787,790,799,805,807,808,830,831,832,833,834,835,836,837,841,852,853,858,880,894,895,910,911,913,919,922,924,925,926,927,930,932,935,941,943,952,957,960,961,965,967,972,973,974,975,976,977,978,980,981,982,983,984,986,987,988,990,995,996,998,1003,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1023,1024,1028,1030,1034,1035,1043,1046,1047,1048,1049,1050,1051,1057,1058,1060,1071,1074,1075,1077,1082,1085,1091,1092,1094,1110,1112,1113,1118,1119,1120,1123,1124,1126,1127,1130,1131,1132,1136,1139,1149,1151,1174,1175,1177,1179,1182,1201,1210,1214,1215,1248,1249,1251,1258,1259,1260,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1296,1303,1307,1308,1311,1318,1326,1331,1332,1337,1339,1341,1345,1353,1359,1371,1373,1374,1385,1386,1390,1397,1399,1403,1413,1414,1417,1423,1429,1433,1434,1441,1442,1445,1446,1447,1448,1449,1450,1451,1452,1453,1454,1456,1457,1458,1459,1460,1462,1463,1465,1466,1467,1468,1470,1471,1472,1473,1474,1476,1478,1479,1480,1489],eager:[2,716,839,842,850,1352,1434,1450,1466,1468],eagerli:[679,685,1450],earli:[17,24,38,983,984,988,1430],earlier:[1,2,1386,1450,1453,1456,1460,1462,1466],earliest:1451,eas:[2,39,1449,1452,1455],easi:[4,16,33,1431,1447,1453,1456,1457,1458,1464,1467,1470,1471],easier:[7,16,39,577,1431,1433,1447,1448,1452],easili:[4,7,10,17,18,1050,1139,1177,1454,1457,1460,1463,1469,1470,1472,1478],echo:31,econom:1450,ecosystem:1456,edg:[799,807,1150,1207,1471,1486],edge_ord:[799,1432],edgeitem:1353,edit:[39,1464,1477],edouard:952,edu:[967,1317],educ:1447,edward:[8,9],eef0:18,effect:[1,4,7,11,16,17,18,22,35,39,139,151,528,682,722,841,877,926,952,967,975,976,977,982,983,984,988,1043,1095,1150,1177,1207,1212,1215,1216,1234,1279,1287,1386,1403,1429,1431,1438,1445,1446,1447,1450,1452,1467,1475,1478,1485,1486],effici:[2,4,10,16,22,98,589,592,601,634,793,854,882,895,952,983,984,987,988,1055,1056,1438,1447,1451,1452,1454,1465,1467,1470,1471,1473,1476,1477,1481],effort:1470,eig:[871,872,888,1432],eigendecomposit:888,eigenpair:895,eigenproblem:895,eigensolv:895,eigenvalu:[738,866,870,871,872,873,881,884,888,895,921,1300,1390,1432],eigenvector:[182,499,738,870,871,895,1390,1432],eigh:[866,870,873,884,888,1390],eight:[1429,1439],eigval:[738,870,1432],eigvalsh:[871,881,1390],eigvec:1432,einstein:739,einsum:1432,either:[2,11,16,17,18,21,22,24,26,31,33,34,35,38,39,102,163,447,449,540,602,603,631,658,662,739,755,756,757,758,759,760,761,762,763,765,766,767,768,769,770,771,772,787,819,834,838,841,882,893,894,909,926,950,951,954,955,958,959,960,961,972,973,974,976,977,978,980,987,997,1003,1009,1010,1012,1034,1035,1037,1038,1043,1046,1047,1048,1050,1057,1058,1060,1074,1075,1091,1093,1095,1096,1097,1112,1113,1123,1150,1151,1174,1182,1207,1213,1215,1240,1259,1271,1293,1307,1309,1347,1382,1386,1425,1429,1431,1433,1434,1436,1442,1445,1447,1448,1450,1452,1453,1454,1456,1457,1458,1459,1462,1463,1464,1465,1467,1470,1471,1472,1473,1474,1477,1480,1485,1486,1487,1489,1490],elabor:1457,elaps:657,elapsed_tim:[657,1450],elapsed_time_m:1450,elast:[18,25,26,27,28,29,30,31,32,33,35,36,1430],elastic_ag:25,elasticag:24,eleg:1458,elem:1432,element:[4,16,18,22,39,49,70,98,102,139,158,183,195,199,227,254,256,258,260,290,336,338,340,390,407,409,410,432,434,447,449,451,474,475,487,489,533,534,540,548,550,551,554,555,559,560,564,565,574,577,579,580,581,582,583,589,595,596,598,599,600,614,623,626,633,639,643,648,650,651,652,718,719,720,721,722,723,726,728,729,733,735,738,739,742,744,745,749,769,770,772,774,779,781,782,784,787,790,791,792,793,799,802,805,806,807,819,826,830,831,832,833,834,835,836,837,838,856,858,859,861,876,881,885,893,896,897,899,902,904,905,906,907,909,911,912,913,922,923,924,925,926,927,928,933,935,940,941,943,945,946,956,957,960,961,962,963,964,966,967,972,973,974,975,976,977,978,980,982,983,984,985,987,988,990,995,996,999,1000,1001,1002,1003,1004,1009,1010,1013,1014,1015,1019,1020,1021,1022,1023,1024,1029,1032,1034,1035,1036,1037,1038,1042,1044,1046,1047,1048,1049,1050,1051,1053,1055,1056,1057,1058,1060,1061,1062,1063,1070,1072,1073,1074,1075,1076,1078,1079,1081,1082,1083,1084,1085,1086,1091,1092,1094,1112,1113,1114,1115,1116,1117,1118,1119,1120,1123,1125,1128,1131,1132,1137,1138,1142,1143,1144,1145,1148,1151,1152,1154,1159,1169,1170,1174,1175,1177,1180,1181,1182,1183,1184,1185,1189,1190,1191,1192,1194,1196,1198,1199,1200,1201,1206,1229,1230,1231,1232,1233,1234,1235,1236,1241,1242,1248,1249,1251,1252,1258,1259,1260,1262,1303,1304,1307,1308,1315,1316,1318,1329,1332,1333,1337,1339,1341,1353,1356,1358,1359,1360,1362,1366,1370,1372,1373,1375,1376,1380,1381,1385,1392,1394,1395,1399,1400,1401,1403,1405,1406,1407,1408,1409,1411,1413,1414,1418,1419,1420,1425,1432,1434,1442,1445,1448,1449,1452,1454,1460,1462,1463,1468,1473,1474,1475,1476,1477,1478,1479,1480,1481,1486,1488],element_s:[1432,1441,1475],elementari:[793,1454],elementwis:[560,649,664,778,780,948,1006,1007,1008,1080,1197,1417,1434,1454,1474],elementwise_affin:[1015,1486],elf:1453,eli:9,elid:1450,elif:[39,846,1433,1434,1455,1462],elig:[35,1472],elimin:[18,39,534,1413,1414],eliminate_dead_cod:39,ell:[960,961,980,1003,1004,1009,1010,1034,1050,1074,1092],ell_c:961,ellipsi:[739,1434,1435,1442],ellipsis_idx:1432,elman:[1058,1060,1487],els:[7,11,16,18,22,24,25,33,39,528,615,850,854,1082,1176,1268,1269,1278,1279,1280,1281,1334,1335,1390,1431,1433,1435,1436,1440,1450,1452,1457,1462,1463,1464,1475],elsewher:[744,752,792,802,831,833,834,837,861,912,945,1429],elu:[1129,1432,1462,1468],elu_:1432,ema_avg:1463,ema_model:1463,embed:[12,39,952,978,987,1003,1015,1049,1092,1131,1432,1449,1467,1470,1478],embed_dim:1049,embed_dim_to_check:1432,embedding_bag:[1432,1486],embedding_dim:[986,987,1015,1130,1131,1486],embedding_matrix:[1130,1131],embedding_renorm_:1432,embedding_sum:987,embeddingbag:[1131,1416,1467,1479],emerg:1461,emeritu:9,emit:[2,11,25,30,39,852,1355,1434,1469],emit_nvtx:[2,5],empir:1061,emploi:[1281,1457,1464,1465],employe:8,empti:[1,4,18,24,31,39,447,449,467,474,614,615,625,631,738,739,741,742,839,842,862,877,885,904,905,906,907,960,961,980,987,1050,1113,1131,1177,1253,1264,1372,1386,1390,1396,1428,1431,1432,1433,1434,1436,1438,1441,1442,1445,1448,1450,1452,1462,1464,1473,1474,1481],empty_cach:[1450,1455],empty_lik:[740,1432,1436,1441,1473],empty_quant:1432,empty_strid:[1432,1436],emptydatastructur:1433,emptymatcherror:1464,emul:[1435,1452,1467,1489],enabl:[1,2,3,14,16,17,19,21,22,34,39,438,439,590,604,605,611,690,739,743,817,824,825,995,1013,1058,1059,1215,1224,1225,1227,1229,1230,1231,1232,1233,1234,1235,1236,1257,1281,1349,1350,1353,1416,1434,1438,1446,1447,1448,1449,1450,1456,1459,1461,1465,1466,1469,1470,1471,1473,1481],enable_cpatch:39,enable_grad:[1436,1481],enable_onnx_check:1462,enable_tim:[657,1450],enablerecordfunct:1456,encapsul:[38,1470],enclos:1434,enclosur:1434,encod:[18,24,30,33,39,894,960,961,1086,1087,1088,1089,1090,1215,1373,1431,1434,1435,1452,1460,1464,1471,1473],encode_and_decod:1215,encoded_tensor:1215,encoder_lay:[1089,1090],encompass:39,encount:[18,38,39,1215,1431,1434,1436,1449,1464],encourag:[8,24,1467,1480],end:[1,7,8,16,18,26,30,39,298,299,566,613,649,656,703,729,739,774,787,799,805,806,838,857,862,882,890,893,895,909,911,944,959,960,961,978,980,985,989,995,996,999,1000,1001,1002,1003,1004,1009,1010,1013,1014,1029,1034,1037,1038,1045,1050,1051,1054,1058,1061,1074,1080,1085,1092,1131,1143,1144,1215,1222,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281,1285,1290,1326,1353,1356,1403,1413,1414,1425,1431,1432,1433,1434,1440,1446,1447,1450,1451,1453,1454,1461,1462,1463,1467,1470,1474,1489],end_dim:[204,774,989,1432],end_ev:[657,1450],end_factor:1290,endl:1456,endpoint:[33,34],enforc:[15,17,38,841,1013,1043,1058,1434,1457,1477],enforce_sort:[1249,1250,1251],engin:[2,10,12,274,591,1317,1447,1450,1451,1452,1467,1470,1471],enhanc:[18,1215],enough:[17,39,850,935,1092,1372,1373,1433,1440,1452,1454,1463,1464,1476,1488],enqueu:[18,38,658,659,1450,1471],ensur:[1,2,5,7,8,16,18,19,24,33,34,36,38,39,417,422,591,593,841,956,1036,1043,1046,1047,1086,1139,1215,1352,1429,1431,1433,1439,1440,1446,1447,1450,1452,1454,1458,1459,1464,1467,1470,1471,1489],ensure_tensor:1452,enter:[1,18],entir:[6,7,11,16,18,24,34,39,563,602,603,799,983,984,988,1006,1007,1008,1015,1126,1127,1132,1233,1235,1256,1434,1447,1450,1452,1453,1456,1457,1462,1464,1467,1470,1472],entiti:[35,39],entr:1474,entranc:[7,1450],entri:[1,4,18,19,22,31,33,34,256,608,729,776,777,816,841,857,986,987,1043,1049,1130,1131,1214,1233,1234,1242,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1370,1431,1434,1435,1447,1451,1452,1454,1457,1473,1478,1489],entropi:[1,22,960,980,1047,1112,1113,1123,1474],entrypoint:[24,26,31,34,1440],entrypoint_nam:1429,enum_fn:[1433,1434],enumer:[16,22,39,841,1043,1045,1054,1286,1432,1433,1446,1450,1461,1462,1478],enumerate_stmt:1434,enumerate_support:22,env:[4,18,22,26,31,33,36,39,700,1470],envelop:838,environ:[4,7,11,12,15,22,24,26,31,34,36,39,848,852,1013,1058,1416,1429,1431,1447,1449,1450,1455,1459,1461,1465,1470],environment:710,epoch:[16,26,36,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1446,1463,1478],eps:[602,603,848,908,921,948,962,963,964,979,997,998,1006,1007,1008,1015,1016,1017,1018,1025,1026,1027,1052,1057,1082,1086,1088,1090,1091,1110,1122,1136,1140,1141,1149,1153,1175,1178,1182,1204,1223,1254,1266,1267,1268,1269,1270,1272,1278,1279,1282,1294,1314,1432,1452,1454,1474,1483,1486,1490],epsilon:[17,39,566,881,921,962,963,964,979,998,1006,1007,1008,1015,1082,1122,1175,1223,1254,1266,1267,1268,1269,1270,1272,1278,1279,1314,1432,1474],epub:895,eq_:1432,equal:[2,17,18,22,33,34,35,39,201,434,474,540,560,561,562,613,622,633,634,645,654,663,665,711,728,744,779,792,803,804,806,807,826,830,861,877,885,890,891,913,914,926,945,949,950,951,953,954,955,960,961,967,973,974,976,977,981,987,990,991,992,995,997,1013,1048,1057,1058,1094,1108,1109,1113,1116,1119,1130,1131,1134,1135,1141,1215,1249,1252,1298,1311,1374,1382,1397,1425,1432,1435,1441,1442,1447,1448,1454,1463,1465,1468,1473,1474,1478,1480,1486,1489],equal_nan:[64,282,560,830,1432,1480],equat:[10,637,739,793,803,877,887,960,1365,1405,1432,1447,1454,1474],equival:[1,6,16,17,21,22,26,33,34,39,103,118,120,124,180,196,208,238,260,264,330,384,433,435,450,455,529,534,540,541,543,625,627,630,632,635,642,643,727,730,733,736,737,739,741,742,756,758,762,763,767,770,772,780,789,808,810,819,840,841,849,852,853,856,868,879,883,889,892,926,931,933,940,952,962,963,964,972,973,974,975,976,977,980,986,987,998,1004,1006,1007,1008,1015,1043,1074,1082,1094,1096,1158,1179,1207,1208,1209,1215,1264,1317,1320,1324,1330,1356,1366,1370,1378,1388,1389,1391,1396,1414,1423,1424,1428,1431,1433,1434,1447,1462,1464,1473,1474,1476,1479,1480,1486,1488],equivali:1464,equivil:4,equval:39,eras:39,erase_nod:39,erf:[188,1432,1441,1474],erf_:[1432,1441],erfc:[190,1432,1441,1474],erfc_:[1432,1441],erfcx:1474,erfinv:[1,192,1432,1441,1474],erfinv_:[1432,1441],err:31,errno:1461,error:[1,2,6,7,11,16,17,18,19,20,22,31,33,34,38,39,134,160,163,230,254,256,262,267,472,474,485,511,537,566,595,596,597,598,599,600,601,700,711,715,736,808,841,845,866,867,876,885,893,894,909,913,935,960,961,993,1004,1010,1034,1043,1072,1074,1137,1148,1170,1191,1192,1215,1217,1218,1219,1259,1306,1377,1382,1416,1423,1431,1433,1434,1440,1441,1442,1446,1447,1450,1452,1454,1455,1459,1462,1464,1468,1470,1474,1480,1489],error_fil:[26,31],error_handl:26,error_if_nonfinit:1219,errorhandl:26,especi:[2,8,10,16,18,195,577,626,742,1206,1433,1447,1452,1460,1467,1470],essai:1464,essenti:[16,18,24,39,913,1442,1450,1461],establish:[18,33,1447],estim:[2,4,16,22,650,654,799,838,962,963,964,997,998,1006,1007,1008,1015,1082,1223,1279,1466],eta:[22,1265,1267,1280],eta_0:1280,eta_:[1280,1285,1286],eta_min:[1285,1286],eta_t:[1280,1285,1286],etaminu:1280,etapli:1280,etaplu:1280,etc:[2,4,6,10,16,17,18,22,24,33,34,838,841,980,1043,1215,1332,1429,1433,1434,1452,1453,1457,1458,1462,1463,1464,1468,1470,1473,1478,1481],etcd:34,etcd_address:33,etcd_binary_path:33,etcd_client:33,etcd_prefix:33,etcd_rendezv:33,etcd_rendezvous_backend:33,etcd_serv:33,etcd_stor:33,etcd_store_prefix:33,etcdrendezv:33,etcdrendezvousbackend:33,etcdrendezvoushandl:33,etcdserv:33,etcdstor:33,eth0:18,eth1:18,eth2:18,eth3:18,ethernet:18,euclidean:[22,632,1175],eval:[841,844,848,852,962,963,964,1006,1007,1008,1016,1017,1018,1025,1026,1027,1043,1082,1223,1434,1438,1457,1462,1467],evalu:[2,5,21,22,39,559,565,700,841,952,956,962,963,964,982,998,1006,1007,1008,1015,1043,1057,1061,1082,1182,1203,1225,1271,1287,1317,1434,1435,1452,1457,1468,1473,1489],even:[2,16,17,18,24,38,39,473,510,589,605,654,755,756,757,758,759,760,766,767,768,771,826,851,868,870,871,872,873,879,883,886,888,889,892,918,925,981,1082,1115,1116,1117,1177,1215,1222,1257,1259,1293,1386,1421,1431,1434,1435,1447,1450,1452,1453,1455,1457,1458,1459,1460,1462,1464,1465,1472,1476],evenli:[16,561,562,736,808,893,909,1423],event:[2,20,22,24,38,608,609,610,658,700,702,852,853,900,1440,1450,1466,1478],event_dim:22,event_file_writ:1478,event_nam:1456,event_shap:22,eventfilewrit:1478,eventhandl:25,eventlist:[607,608],eventmetadatavalu:27,eventsourc:27,eventu:[2,7,33,1465],ever:1431,everi:[2,16,17,18,22,24,39,417,423,534,591,605,722,739,799,841,868,877,881,882,885,956,982,983,984,988,1036,1043,1076,1078,1082,1126,1127,1132,1179,1195,1212,1213,1214,1215,1223,1254,1256,1257,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1386,1414,1434,1446,1447,1450,1451,1452,1454,1462,1463,1464,1465,1466,1470,1471,1472,1475,1478,1480,1486,1489],everyon:[7,24,33],everyth:[7,16,22,1431,1440,1464],everytim:2,everywher:[1176,1382],evid:7,evolv:1451,exact:[4,11,24,35,278,574,575,576,602,603,755,756,758,760,761,762,763,765,766,767,768,769,770,772,925,976,1013,1215,1295,1367,1445,1451,1458,1488],exactli:[11,17,18,22,35,602,603,638,661,665,739,781,782,838,841,876,987,990,1043,1071,1074,1131,1141,1215,1259,1441,1447,1450,1451,1452,1454,1455,1462,1464,1465],examin:[39,1457,1462,1466],exampl:[1,2,4,6,7,11,16,17,18,19,20,21,22,24,26,27,30,31,32,33,34,35,36,38,40,183,195,201,230,252,254,256,258,274,290,370,381,382,383,384,385,407,417,419,423,428,431,434,447,449,450,467,473,487,489,510,511,513,514,531,540,548,550,551,552,553,554,555,556,557,558,559,560,561,562,563,564,565,566,574,575,576,577,578,579,580,581,582,583,584,585,586,590,591,592,593,594,595,596,597,598,599,600,604,605,611,612,614,615,616,617,618,619,620,621,623,624,625,626,627,628,629,630,631,632,633,634,635,636,637,638,639,642,643,645,647,648,649,650,651,652,653,654,655,693,695,718,719,720,721,722,723,726,727,728,729,730,732,733,735,736,737,738,739,740,741,742,743,744,745,749,752,753,754,755,756,757,758,759,760,761,762,763,764,765,766,767,768,769,770,771,772,774,775,776,777,778,779,780,781,782,783,784,785,786,787,788,790,791,792,795,799,802,805,806,807,808,810,811,815,816,817,819,826,828,830,831,832,833,834,835,836,837,838,839,841,842,843,844,845,846,847,848,849,850,852,853,854,855,857,858,859,860,861,862,865,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,894,896,897,898,899,900,902,903,904,905,906,907,909,910,911,912,913,914,915,917,918,919,921,922,923,924,925,926,927,928,929,930,931,932,933,934,935,937,939,940,941,942,943,944,945,946,948,949,950,951,952,953,954,955,956,957,958,959,960,961,962,963,964,965,966,967,968,969,970,971,972,973,974,975,976,977,979,980,981,982,983,984,985,986,987,988,989,990,991,992,993,994,995,996,997,998,999,1000,1001,1002,1005,1006,1007,1008,1010,1011,1012,1013,1014,1015,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1039,1040,1041,1042,1043,1044,1045,1046,1048,1049,1050,1051,1052,1053,1054,1055,1056,1057,1058,1060,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1071,1072,1073,1076,1077,1078,1079,1080,1081,1082,1083,1084,1085,1086,1087,1088,1089,1090,1091,1092,1093,1094,1095,1096,1097,1098,1105,1107,1112,1113,1115,1116,1117,1118,1119,1120,1122,1123,1124,1130,1131,1134,1135,1139,1141,1150,1174,1176,1177,1180,1181,1207,1210,1215,1222,1223,1225,1227,1237,1238,1239,1240,1241,1242,1243,1244,1245,1246,1247,1250,1251,1252,1253,1254,1256,1257,1258,1259,1260,1262,1263,1264,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1283,1284,1286,1287,1289,1290,1291,1292,1293,1294,1295,1296,1299,1301,1303,1304,1306,1307,1308,1309,1310,1311,1312,1313,1314,1315,1316,1317,1318,1319,1321,1323,1325,1326,1327,1328,1329,1330,1331,1332,1333,1334,1335,1336,1337,1338,1339,1341,1342,1345,1347,1348,1349,1350,1356,1358,1359,1360,1362,1365,1366,1369,1371,1372,1373,1374,1375,1376,1377,1380,1381,1383,1385,1386,1388,1389,1390,1391,1392,1393,1394,1395,1396,1397,1398,1399,1400,1401,1402,1403,1405,1406,1407,1408,1409,1411,1412,1413,1414,1415,1416,1417,1418,1419,1420,1421,1422,1423,1424,1425,1427,1428,1429,1430,1431,1433,1434,1435,1439,1441,1442,1445,1447,1448,1449,1450,1453,1455,1456,1457,1458,1459,1460,1461,1463,1464,1465,1466,1467,1470,1472,1473,1474,1476,1477,1478,1479,1480,1481,1483,1484,1486,1487,1488,1489],example_forward_input:[852,853],example_input1:1462,example_input:[850,852],example_method2_input:853,example_output:1462,example_weight:[852,853],examples_nn:1457,exc_typ:1435,exc_valu:1435,exce:900,excel:39,except:[4,6,7,18,19,22,24,25,26,30,34,38,39,371,551,559,561,562,565,583,602,603,631,638,642,663,665,689,701,730,736,739,781,782,783,808,847,854,858,882,894,910,922,924,925,927,930,940,943,995,1013,1058,1095,1176,1215,1223,1248,1253,1254,1259,1308,1332,1367,1378,1385,1403,1423,1430,1431,1433,1434,1435,1436,1440,1450,1452,1457,1461,1464,1465,1470,1472,1473,1476,1480],except_last:1465,excess:1355,exchang:[18,33,727,1450,1462],exclud:[33,987,1131,1179,1406,1407,1408,1409,1464,1471],exclude_zero:1480,exclus:[4,16,18,22,24,33,39,1215,1321,1322,1325,1447,1480],exec:1434,execut:[1,2,4,5,6,7,11,12,16,18,24,25,27,34,38,39,658,665,842,843,852,853,894,981,1212,1215,1351,1431,1433,1435,1438,1446,1447,1448,1449,1453,1456,1457,1458,1459,1461,1462,1466,1467,1470,1471],exercis:1464,exhaust:1215,exist:[2,7,8,10,11,16,18,19,22,24,26,31,33,34,39,195,434,577,595,596,597,598,599,600,602,841,844,852,870,875,895,942,1043,1044,1053,1429,1431,1440,1441,1443,1447,1448,1452,1455,1456,1457,1464,1465,1466,1470,1472,1473,1477,1479],exit:[1,2,5,18,24,33,38,39,1215,1434,1440,1447,1458,1462,1472],exit_barrier_timeout:24,exit_cod:24,exitcod:[26,34],exlcud:1464,exp1:1478,exp2:[1432,1474,1478],exp2_:1432,exp:[1,2,22,194,597,598,600,778,886,902,910,961,966,980,985,1032,1033,1047,1057,1070,1073,1075,1076,1078,1079,1083,1114,1128,1159,1182,1189,1190,1194,1196,1199,1222,1307,1370,1382,1432,1441,1447,1474],exp_:[1432,1441],exp_add:597,exp_famili:22,exp_rang:1287,exp_reduc:[597,598,600],expand:[8,22,196,428,577,594,602,603,627,879,880,926,1093,1429,1432,1441,1442,1448,1464,1465,1468,1477],expand_a:[887,1432,1452,1477],expect:[2,4,7,16,17,18,21,24,31,33,35,39,563,595,596,597,598,599,600,690,760,775,776,777,816,838,852,853,890,891,925,962,963,964,980,995,996,997,998,1006,1007,1008,1009,1013,1014,1015,1025,1026,1027,1050,1058,1060,1076,1082,1086,1088,1090,1095,1123,1136,1150,1174,1182,1194,1207,1208,1209,1210,1249,1295,1347,1391,1421,1429,1430,1436,1447,1451,1453,1454,1457,1463,1464,1467,1470,1478,1480],expected_valu:18,expens:[5,16,22,1222,1450,1454,1456,1466,1470,1479],experi:[10,17,1072,1191,1215,1452,1478],experienc:1462,experiment:[2,17,18,21,39,595,597,715,867,876,1215,1431,1433,1441,1442,1459,1461,1465],expert:8,expir:20,expiration_tim:35,expiri:35,expit:[1357,1474],explain:[12,1429,1434,1446,1450],explan:[26,841,1043,1452,1457],explat:4,explicilti:1433,explicit:[1,18,39,682,799,828,1151,1398,1434,1435,1441,1446,1450,1452,1464,1468,1477],explicitli:[1,11,18,26,684,727,729,739,875,880,884,890,932,1150,1207,1293,1382,1431,1433,1434,1435,1450,1452,1454,1456,1460,1462,1464,1465,1467,1468,1469,1470,1473],explitili:1433,explod:1074,exploit:1450,explor:[39,1429,1447,1457,1464],expm1:[1,198,1432,1441,1474],expm1_:[1432,1441],expoenti:17,expon:[22,209,210,221,404,405,778,785,860,880,952,1031,1175,1307,1317,1432,1476,1479],exponenti:[199,749,900,901,902,910,919,966,1434,1463,1474,1481],exponential_:[1432,1441,1481],exponential_average_factor:1432,exponentiallr:[1283,1295,1463],export_chrome_trac:1466,export_param:1462,export_stack:1466,export_to_pretty_str:1462,exporter_file_structur:1464,expos:[1,2,18,38,39,787,1447,1450,1456,1464,1470,1488],expositori:36,express:[10,39,260,739,839,842,1382,1435,1438,1447,1452,1488],expression_list:1434,expression_stmt:1434,exptransform:22,ext:[1429,1439],ext_modul:11,ext_tensor:23,extend:[2,22,25,35,39,593,1045,1054,1430,1447,1456,1458,1462,1464,1473,1488],extens:[11,18,22,894,895,1342,1356,1446,1460,1464,1473],extension_kernel:11,extent:[848,1449],extern:[23,852,1449,1461,1462],extern_modul:1464,externed_modul:1464,extra:[7,16,17,18,22,39,739,841,847,849,877,894,1043,1050,1222,1382,1390,1433,1442,1447,1449,1451,1452,1453,1456,1464,1466],extra_cflag:11,extra_compile_arg:[11,1461],extra_cuda_cflag:11,extra_fil:[847,849],extra_include_path:11,extra_ldflag:11,extra_repr:[841,1043,1452],extract:[39,986,990,1094,1130,1206,1470],extrafilesmap:1456,extrapol:4,extrem:[5,1215,1447],extrema:1139,extrud:1453,eye:[22,636,857,866,875,881,884,885,890,891,919,921,1222,1310,1432,1436,1452],eye_:[1436,1445],eyes:7,ezyang:[8,9,1477],f_add:1486,f_alic:1465,f_bfloat16:1,f_bob:1465,f_float16:1,f_float32:1,f_t:[1013,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],fab:1432,face:[1452,1464,1478],facebook:8,faces_tensor:1478,facil:[4,894,1440],facilit:[19,22,727,1347,1429,1431,1434,1459],fact:[2,4,430,613,622,648,799,803,804,870,871,888,1431,1452,1454,1471],factor:[1,4,17,22,39,556,557,558,612,635,636,637,911,913,914,915,982,1004,1031,1055,1056,1180,1181,1279,1280,1281,1283,1284,1286,1288,1289,1290,1291,1292,1294,1295,1296,1310,1365,1386,1445,1446,1467,1489],factori:[2,10,22,24,27,31,1432,1442,1450,1489],factory_kwarg:[1486,1489],fail:[2,7,18,22,24,25,26,31,33,34,36,38,39,602,603,700,842,847,849,866,893,894,895,909,913,1434,1436,1440,1447,1452,1458,1461,1462,1464,1470],failur:[8,18,22,24,25,26,30,31,33,34,36,602,603,852,853,1434,1440,1465,1470,1472],fairli:1465,fairscal:1465,fake:[39,753,754,1464,1467,1483,1485,1489],fake_qu:1467,fake_quant:[753,754],fake_quant_en:1489,fake_quant_on:1432,fake_quantize_per_channel_affin:1432,fake_quantize_per_tensor_affin:1432,fakequant:[1467,1468,1483,1485,1489],fall:[7,11,602,894,1004,1074,1148,1192,1462,1467],fallback:[11,18,33,1446],fals:[1,2,4,6,11,16,18,19,21,22,24,39,63,64,65,66,67,69,83,84,85,98,125,126,127,139,151,182,201,242,259,260,267,271,274,275,277,281,282,289,291,329,334,345,347,348,349,352,358,366,367,368,369,381,382,383,384,385,389,396,406,407,415,430,431,439,471,484,485,494,499,510,519,528,533,534,538,540,559,560,561,562,563,565,566,574,575,576,589,594,595,596,597,598,599,600,601,602,603,604,605,608,611,613,616,619,621,622,628,629,635,636,637,643,647,657,690,701,738,740,741,742,744,745,752,756,757,758,759,762,763,766,767,768,770,771,772,787,788,789,790,792,802,803,804,807,817,826,830,831,832,833,834,835,836,837,838,841,845,846,852,853,854,856,858,861,866,867,876,879,881,883,884,888,889,892,893,904,905,906,907,909,910,912,913,915,917,921,922,924,925,927,930,935,940,941,942,943,945,952,953,954,955,956,957,958,959,960,961,962,963,964,965,966,967,978,980,982,983,984,985,986,987,988,991,992,995,996,997,998,1000,1001,1002,1003,1005,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1016,1017,1018,1025,1026,1027,1028,1029,1030,1034,1035,1036,1037,1038,1042,1043,1046,1047,1048,1049,1050,1052,1057,1058,1059,1060,1061,1062,1063,1070,1072,1074,1075,1082,1085,1086,1088,1090,1091,1092,1095,1102,1103,1104,1105,1106,1107,1108,1109,1110,1112,1113,1114,1123,1124,1125,1126,1127,1128,1130,1131,1132,1136,1139,1141,1143,1144,1145,1150,1151,1154,1160,1161,1169,1174,1178,1182,1184,1185,1187,1188,1189,1191,1201,1204,1205,1207,1215,1217,1219,1222,1224,1227,1228,1240,1249,1250,1251,1252,1257,1258,1259,1263,1264,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1298,1308,1310,1311,1315,1316,1317,1319,1320,1321,1322,1323,1324,1325,1326,1334,1335,1342,1345,1349,1350,1353,1355,1359,1366,1372,1373,1380,1381,1382,1385,1386,1390,1396,1400,1405,1416,1417,1418,1419,1425,1427,1428,1429,1431,1432,1433,1434,1438,1439,1440,1442,1446,1447,1450,1452,1453,1457,1459,1462,1464,1465,1466,1469,1470,1473,1474,1475,1477,1478,1480,1481,1483,1486,1488,1489],famili:22,familiar:[12,39,699,1431,1447,1464,1467,1471,1472],fan:1445,fan_in:1445,fan_out:1445,fang:9,faq:[16,981,1251,1430],far:[34,848,1139],fashion:[7,18,35,449,900,1238,1431],fast:[7,16,18,602,1006,1007,1008,1074,1293,1317,1449,1450,1452,1455,1470,1473,1476,1477],fast_forward:1317,fast_mod:[602,603,1454],fastai:1293,faster:[1,10,16,17,596,602,603,739,866,867,870,871,875,877,880,882,884,887,888,890,895,1059,1076,1179,1194,1215,1222,1280,1373,1438,1447,1450,1454,1467,1473,1478],fastest:[3,1215,1258,1454,1459],fatal:[1440,1458],fault:[20,24,32,33,34,787],faulti:18,favor:[18,635,710,714,738,841,911,921,1002,1043,1096,1097,1207,1208,1209,1211,1310,1365,1386,1390,1468,1486],fbgemm:1467,fbgemm_linear_fp16_weight:1432,fbgemm_linear_fp16_weight_fp32_activ:1432,fbgemm_linear_int8_weight:1432,fbgemm_linear_int8_weight_fp32_activ:1432,fbgemm_linear_quantize_weight:1432,fbgemm_pack_gemm_matrix_fp16:1432,fbgemm_pack_quantized_matrix:1432,fc1:[1210,1465],fc2:[1210,1465],fcntl:18,featur:[8,10,12,18,34,38,595,597,715,850,949,950,951,952,953,954,955,977,982,983,984,988,991,992,995,996,1013,1014,1049,1058,1060,1077,1086,1088,1090,1091,1092,1093,1108,1109,1126,1127,1132,1134,1135,1215,1300,1430,1431,1433,1434,1435,1442,1452,1453,1454,1459,1462,1467,1470,1478,1486],feature_alpha_dropout:1432,feature_alpha_dropout_:1432,feature_dropout:1432,feature_dropout_:1432,featurealphadropout:1132,fed:[1465,1478],fedyunin:9,feed:[39,1431,1453,1457],feedback:[7,17,1215,1430,1480],feedforward:[1086,1088,1090,1445],feel:7,fenc:33,feng:9,fep:895,fetch:[16,38,39,1229,1230,1231,1232,1233,1234,1235,1236,1470],fetch_args_kwargs_from_env:39,fetch_attr:39,few:[2,7,17,24,739,987,1215,1429,1434,1447,1450,1453,1455,1461,1465,1477,1479,1481],fewer:[22,559,561,562,565,857,858,910,922,924,925,927,930,940,943,997,1122,1308,1345,1371,1385,1399,1448,1460,1480],fewest:882,ffi:1461,fft2:[762,770],fft:[10,1430,1450],fft_center:759,fft_fft2:1432,fft_fft:1432,fft_fftfreq:1432,fft_fftn:1432,fft_fftshift:1432,fft_hfft:1432,fft_ifft2:1432,fft_ifft:1432,fft_ifftn:1432,fft_ifftshift:1432,fft_ihfft:1432,fft_irfft2:1432,fft_irfft:1432,fft_irfftn:1432,fft_rfft2:1432,fft_rfft:1432,fft_rfftfreq:1432,fft_rfftn:1432,fft_size:838,fft_uncent:759,fftfreq:[759,764,771],fftn:[756,759,763,772],fftshift:764,field:[4,7,18,21,24,26,30,31,39,589,839,841,911,952,960,961,978,980,1003,1009,1010,1034,1035,1043,1046,1047,1048,1050,1057,1074,1075,1091,1105,1112,1113,1123,1139,1151,1174,1182,1248,1276,1447,1451,1458,1462,1470,1471,1478],figur:[4,7,39,1449,1451,1462,1465,1472,1478],file1:31,file2:31,file:[1,2,4,7,8,10,11,16,24,26,31,33,39,540,595,597,604,606,607,686,817,847,849,894,1342,1429,1431,1434,1435,1436,1439,1441,1442,1447,1452,1456,1459,1460,1461,1462,1466,1471,1475,1478],file_byt:1464,file_nam:[18,1429,1439,1464],file_or_buff:1464,file_or_directori:1464,filenam:[11,16,39,840,847,849,1429,1432,1439,1447,1464,1475,1478],filename_suffix:1478,fileno:1462,filepath:4,filestor:[18,33],filesystem:[18,1429,1464],fill:[1,18,102,121,199,200,201,227,258,314,338,381,382,383,385,390,417,532,546,615,727,740,742,788,789,867,876,913,987,1086,1131,1177,1263,1264,1319,1320,1321,1322,1323,1324,1386,1427,1428,1442,1445,1450,1452,1460,1473,1480],fill_:[841,862,1043,1331,1432,1441,1457,1475],fill_diagonal_:1432,fill_row_zero:1431,fill_valu:[201,382,788,789,967,1432,1450],filter:[4,473,838,856,972,973,974,975,976,977,1115,1116,1117,1118,1119,1120,1382,1434,1464,1486],filter_fn:4,final_div_factor:1293,financi:8,find:[2,7,8,11,18,33,39,799,858,895,975,976,977,1013,1300,1311,1345,1387,1429,1438,1440,1442,1447,1449,1450,1451,1452,1453,1454,1458,1459,1462,1470,1476,1478,1488],find_unused_paramet:[18,1215,1451],fine:[11,18,21,852,1215,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1429,1440,1447,1452,1464,1465,1489],finetun:[841,1043],finfo:[881,948,1480],finish:[18,24,30,31,33,35,38,1450,1451,1461,1466,1470,1472],finit:[5,22,602,603,830,831,870,871,888,913,935,939,960,1386,1452,1454,1480],fire:[1451,1456],first:[2,5,6,7,8,11,16,17,18,19,21,22,24,26,30,33,34,39,158,195,231,514,534,553,556,558,560,574,575,577,582,587,588,602,612,616,617,619,620,621,624,626,628,642,655,657,662,727,729,730,735,738,739,742,744,757,759,774,787,792,799,802,809,810,811,819,830,839,847,851,856,861,866,874,882,885,890,891,894,895,911,912,918,922,925,926,927,929,933,935,941,945,948,952,958,959,965,973,974,976,977,986,987,989,994,995,1012,1013,1028,1035,1037,1038,1058,1071,1122,1206,1210,1215,1224,1225,1227,1238,1248,1268,1269,1270,1271,1272,1278,1286,1290,1293,1294,1300,1310,1311,1337,1338,1345,1369,1372,1397,1398,1402,1407,1409,1414,1417,1420,1424,1429,1431,1433,1434,1439,1440,1441,1446,1447,1450,1452,1453,1454,1457,1458,1459,1460,1461,1462,1463,1465,1466,1467,1470,1471,1472,1473,1474,1478,1488,1489],first_build_dir:4,first_kei:18,first_valu:18,fisher:22,fit:[2,25,434,608,838,1271,1332,1465,1480],five:[1,1434,1460],fix:[16,18,22,24,33,34,39,203,877,986,987,1130,1131,1215,1431,1432,1445,1446,1450,1453,1458,1461,1462,1463],fix_:1432,fkuo:1317,flag:[2,11,18,19,34,36,39,573,595,597,604,611,613,622,635,678,803,804,817,829,915,1151,1215,1224,1227,1350,1355,1416,1430,1431,1434,1440,1447,1450,1459,1464,1478,1479],flamegraph:1466,flat:[1332,1432,1462],flat_img:1442,flatten:[17,39,574,575,728,883,892,1094,1259,1311,1327,1332,1337,1413,1414,1432,1441,1442,1445,1462,1468,1477],flatten_dense_tensor:1432,flatten_inp:39,flatten_paramet:1059,flexibl:[17,883,1215,1450,1452,1457],flip:[647,776,777,1432],fliplr:1432,flipud:1432,float16:[14,17,238,786,823,841,995,1013,1043,1058,1446,1457,1468,1476,1479,1480,1489,1490],float16_dynamic_qconfig:1468,float32:[16,17,208,510,540,645,753,754,786,795,823,948,961,1095,1096,1097,1107,1304,1309,1317,1321,1336,1347,1348,1372,1421,1446,1450,1462,1474,1476,1479,1480,1486,1490],float64:[1,10,180,382,385,510,645,738,778,786,795,823,841,866,870,871,873,875,883,1043,1304,1312,1347,1348,1349,1372,1373,1396,1421,1425,1457,1473,1476,1479,1480,1486,1490],float_complex:1432,float_float:1432,float_int:1432,float_pow:[210,1432],float_power_:1432,float_tensor:1476,float_to_observed_custom_module_class:1489,floatfunct:[1467,1468],floatnumb:1434,floatstorag:1475,floattensor:[1,18,230,423,553,554,555,556,557,602,603,612,795,986,987,1046,1086,1348,1476,1479],floattyp:1434,floor:[212,733,780,849,957,958,959,1011,1012,1036,1037,1038,1107,1108,1109,1315,1316,1382,1432,1434,1441,1460,1486],floor_:[1432,1441],floor_divid:[214,733,1432,1473],floor_divide_:[1432,1473],flop:[2,1466],flow:[1,641,851,852,1105,1139,1431,1445,1447,1450,1452,1460,1462,1472],flush:[1,2,700,849,1342,1349,1478],flush_sec:1478,fly:[16,1229,1230,1231,1232,1233,1234,1235,1236,1447],fmassa:9,fmax:1432,fmin:1432,fmod:[218,1330,1432],fmod_:1432,fn_arg:25,fn_or_nam:39,fn_to_be_trac:39,focu:[4,1294],focus:[1433,1434],fold:[1094,1387,1432,1438,1462,1468,1473],fold_param:[990,1094],folder:[7,11,16,39,1429,1464,1478],folk:7,follow:[1,2,4,7,8,10,12,14,15,16,17,18,21,22,24,30,31,32,33,34,39,423,540,587,588,628,700,738,739,757,759,787,799,841,842,848,857,868,879,882,883,892,895,918,952,961,967,987,990,995,1013,1043,1058,1074,1094,1158,1212,1213,1214,1215,1222,1259,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1290,1293,1300,1311,1345,1368,1369,1372,1382,1403,1416,1429,1431,1432,1433,1434,1435,1436,1438,1439,1440,1441,1442,1445,1446,1447,1448,1449,1450,1452,1453,1454,1457,1458,1459,1460,1461,1462,1463,1464,1465,1467,1468,1470,1471,1472,1473,1474,1476,1477,1479,1480,1486,1488,1489,1490],followup:1472,foo1:1464,foo2:1464,foo:[4,11,18,30,31,38,39,839,843,847,849,850,852,1429,1431,1433,1434,1457,1462,1464,1480,1489],foo_1:1464,foo_2:1464,foo_build:1489,foo_collect:1464,foo_forward:1462,foo_instance1:1489,foo_instance2:1489,foo_packag:1464,foobar:[24,26,30,31],foomodel:1462,foomodul:1462,footprint:[1215,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282],for_stmt:1434,foral:540,forbidden:1447,forc:[1,2,11,686,843,855,1355,1429,1431,1434,1446,1450,1478],force_reload:1429,force_stop:895,forev:[1440,1451],forg:[1461,1462],forget:[1013,1433,1434],forgotten:1461,fork:[16,31,855,1215,1434,1449,1453,1456,1458,1461,1469,1470,1472],fork_rng:1469,forkid:1472,forkingpickl:1461,forkserv:[31,1215,1440,1458],form:[4,7,8,10,16,18,22,32,33,34,39,635,727,738,765,841,874,885,888,950,951,954,955,967,991,992,995,1013,1043,1058,1094,1095,1124,1134,1135,1138,1150,1177,1207,1227,1281,1298,1398,1429,1431,1435,1447,1452,1457,1462,1464,1467,1478,1486,1489],formal:[628,1345,1442],format:[2,14,17,26,39,103,118,120,124,138,149,151,180,208,238,264,270,330,434,435,455,510,513,641,690,739,740,741,789,841,967,987,995,1013,1043,1058,1215,1249,1251,1264,1320,1322,1324,1342,1369,1372,1373,1428,1429,1431,1434,1435,1450,1452,1457,1460,1462,1466,1467,1470,1471,1473,1476,1478],format_nod:39,former:1043,formul:[966,985,999,1033,1079,1080,1158,1175,1454,1473],formula:[22,40,587,613,622,739,803,804,862,916,1057,1108,1109,1195,1281,1313,1452,1454,1466,1469,1486],forth:[1287,1417,1429,1466],fortran:1386,fortun:1453,forum:[7,8,1453,1458],forward:[1,2,6,11,17,18,19,21,22,39,98,163,164,587,589,591,592,593,594,598,601,602,690,730,755,756,758,760,761,762,763,765,766,767,768,769,770,772,841,843,844,845,846,849,850,852,853,854,956,960,981,982,983,984,986,987,988,995,1013,1028,1039,1040,1041,1043,1044,1045,1049,1050,1053,1054,1058,1071,1086,1087,1088,1089,1090,1126,1127,1132,1177,1210,1212,1213,1214,1215,1225,1227,1229,1230,1231,1232,1233,1234,1235,1236,1245,1254,1256,1317,1367,1416,1431,1433,1434,1438,1440,1442,1445,1446,1447,1449,1450,1451,1452,1453,1454,1456,1457,1460,1462,1463,1465,1466,1467,1470,1486,1489],forward_async:1470,forward_hook:[1457,1489],forward_hook_handl:1457,forward_pre_hook:[1240,1457],forward_pre_hook_handl:1457,forward_shap:22,found:[1,12,33,39,628,655,718,719,841,844,858,922,925,927,930,941,956,966,988,1043,1070,1345,1431,1434,1446,1452,1454,1457,1458,1464,1466,1467,1470,1478,1480,1488],four:[877,973,1452,1454,1470,1472],fourier:[755,756,757,758,759,760,761,762,763,765,766,767,768,769,770,772,838,1382],fourth:739,fp16:1215,fp16_compress_hook:17,fp16_compress_wrapp:17,fp32:[724,1215,1450,1467,1485,1486,1489],fparam:895,fps:1478,fqdn:[33,34],frac:[22,220,314,554,566,613,622,650,654,733,780,799,803,804,856,868,870,871,888,893,909,952,957,958,959,960,961,962,963,964,965,968,972,973,974,975,976,977,980,982,990,995,996,997,998,1006,1007,1008,1011,1012,1013,1014,1015,1028,1030,1031,1032,1033,1036,1037,1038,1046,1047,1048,1050,1058,1060,1061,1073,1075,1076,1078,1079,1081,1082,1083,1094,1109,1115,1116,1117,1118,1119,1120,1159,1175,1177,1179,1190,1194,1196,1198,1199,1266,1267,1270,1272,1278,1285,1286,1314,1326,1329,1341,1356,1370,1382,1386,1403,1432,1441,1445,1447,1454,1474,1486],frac_:[1432,1441],fraction:[16,711,778,784,975,976,977,991,992,1134,1135,1232,1233,1235,1236,1238,1241,1242,1243,1244,1311,1445],fractional_max_pool2d:1432,fractional_max_pool2d_with_indic:1432,fractional_max_pool3d:1432,fractional_max_pool3d_with_indic:1432,fractionalmaxpool2d:1416,fractionalmaxpool3d:1416,fragment:[673,1450],frame:[838,1382,1453,1478],frament:700,framework:[7,8,22,30,38,1215,1222,1281,1353,1430,1465,1467,1471,1472],francisco:9,frank:22,free:[2,7,18,22,24,33,39,711,843,852,895,1438,1445,1447,1450,1453,1458,1461],freed:[98,589,601,700,1440,1450,1455,1470],freedom:[22,654,1454],freeli:1464,freez:[841,848,986,987,1043,1447],freeze_bn:1483,freeze_modul:1438,freeze_support:1461,frequenc:[34,615,654,755,756,757,758,759,760,765,766,767,768,769,770,771,772,952,986,987,1130,1131,1287,1382],frequent:[10,952,1430,1460],fresh:[24,1429],frexp:1432,fritz:9,fritzo:9,fro:[389,868,879,883,892,1233,1242,1259,1432],frobeniu:[868,877,879,883,1259],frobenius_norm:1432,from:[1,2,4,6,7,8,11,12,16,17,18,19,21,22,23,24,26,27,30,31,33,35,36,38,40,101,102,121,139,163,164,199,227,254,256,260,314,340,384,390,407,409,410,417,422,423,428,447,449,473,475,489,510,531,532,534,540,566,578,591,592,593,594,595,596,597,598,599,600,602,603,613,614,622,623,628,629,641,657,658,663,664,665,682,686,700,723,739,759,765,769,770,771,772,775,776,777,786,787,788,803,804,819,838,839,841,842,843,845,846,847,849,850,860,874,879,882,883,892,893,894,895,909,914,915,935,944,952,956,962,963,964,965,972,973,974,975,976,977,978,981,982,983,984,986,987,988,990,995,996,997,998,1004,1006,1007,1008,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1043,1044,1045,1049,1053,1054,1058,1060,1061,1082,1087,1088,1092,1094,1105,1125,1126,1127,1131,1132,1136,1139,1141,1150,1177,1206,1210,1215,1219,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1238,1240,1245,1246,1247,1248,1249,1250,1251,1252,1253,1256,1260,1265,1266,1267,1268,1269,1270,1271,1272,1274,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1298,1300,1303,1311,1317,1318,1319,1320,1321,1322,1323,1324,1325,1326,1330,1332,1333,1336,1338,1345,1353,1372,1373,1382,1383,1387,1390,1393,1396,1405,1407,1409,1413,1414,1416,1417,1425,1431,1432,1433,1434,1436,1438,1439,1440,1442,1443,1445,1447,1450,1451,1452,1453,1454,1455,1456,1457,1458,1459,1460,1463,1465,1467,1468,1470,1471,1472,1473,1474,1476,1478,1479,1480,1481,1483,1484,1485,1486,1487,1488,1489],from_backend:33,from_buff:1475,from_dlpack:23,from_fil:[1432,1475],from_float:[1485,1486,1487,1489],from_ipc_handl:657,from_numpi:384,from_observ:1489,from_pretrain:[986,987],front:[195,895,1046,1442],frontend:[12,39],frozen:[21,844,848,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1435,1461],frozen_mod:848,frozen_modul:844,frozenset:1434,fulfil:[1447,1464],full:[4,12,16,17,18,22,33,36,39,447,594,613,622,765,769,770,772,789,803,804,844,872,873,877,885,888,889,895,911,913,961,967,997,1057,1086,1115,1116,1117,1124,1136,1182,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1353,1386,1387,1429,1431,1432,1433,1434,1436,1442,1446,1450,1452,1454,1457,1459,1464,1467,1468,1470,1471,1477],full_lik:[862,1432,1436],full_matric:[888,889,1227,1386,1432],full_mlp:1210,fulli:[10,11,16,18,21,39,841,1039,1040,1041,1043,1434,1452,1464,1467,1468],func:[39,592,593,594,595,596,597,598,599,600,602,603,604,817,843,852,853,855,1139,1434,1446,1452,1470,1472,1488],func_dict:1452,func_nam:1470,func_output:[596,598,599,600],func_to_trac:39,funcormethodbodi:1434,function_that_actually_chang:4,functioncount:4,functioneventavg:[608,610],functool:[1452,1480,1489],functor:22,fundament:[7,1433,1457,1470],further:[1,2,8,11,17,18,38,793,844,874,952,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1215,1266,1267,1268,1269,1270,1272,1278,1279,1280,1298,1434,1457,1458,1464,1466,1472,1478],furthermor:[11,31,870,871,888,913,982,1441,1442,1459,1467,1468,1470],fuse:[1438,1441,1467,1468,1482,1483,1484,1489],fuse_conv_bn:1489,fuse_custom_config_dict:1489,fuse_fx:1467,fuse_known_modul:1489,fuse_modul:[1467,1468,1489],fused_m:1489,fused_moving_avg_obs_fake_qu:1432,fuser_func:1489,fuser_method:1489,fusion:[39,852,853,1438,1457,1467,1468,1489],fut0:38,fut1:[38,1470],fut2:1470,fut:[38,843,1215,1449,1470],fut_list:38,futher:17,futur:[17,18,24,33,34,39,231,554,593,634,635,647,648,656,657,658,682,683,690,738,780,794,841,843,848,849,855,867,876,877,885,893,909,911,921,926,1043,1141,1211,1215,1219,1254,1259,1271,1310,1326,1365,1382,1386,1390,1430,1431,1432,1433,1434,1435,1438,1442,1449,1450,1452,1460,1462,1463,1464,1465,1467,1470,1473,1480],fvar:895,fwd:1,fwd_output:1446,fweight:[148,654,1432],fxmodul:39,g1_workload:1450,g2_workload:1450,g_0:926,g_cpu:40,g_cpu_oth:40,g_cuda:40,g_float16:1,g_float32:1,g_i:926,g_t:[1013,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],ga100:1450,gain:[8,1445],galleri:7,gamma:[865,962,963,964,998,1006,1007,1008,1015,1082,1266,1267,1268,1269,1270,1272,1278,1279,1281,1283,1287,1288,1291,1295,1296,1314,1432,1463,1474],gamma_:[1280,1474],gamma_t:1272,gammainc:[813,1474],gammaincc:[814,1474],gammaln:1474,gan:[841,1043,1223,1254],ganem:22,gang:34,gao:9,gap:[566,1326,1430],garbag:[16,1472],garbage_collect_valu:39,gari:9,garymm:9,gate:[994,995,996,1013,1072,1138,1191,1487],gather:[18,33,447,1393,1416,1432,1452,1453,1456,1464],gather_list:18,gather_object:18,gaussian:[22,993,997,1072,1136,1137,1191,1474],gaussian_nll_loss:1432,gaussiannllloss:1136,gcc:12,gcd:[224,1432],gcd_:1432,gchanan:[8,9],gdankel:9,ge_:1432,geeta:9,gel:[793,877],gelsd:877,gelsi:877,gelss:877,gelu:[1072,1086,1088,1090,1191,1432],gemm:[1449,1462],gen_non_contig_grad_output:603,gencod:678,geneig:1473,gener:[2,4,7,11,16,17,18,22,26,27,34,101,102,121,199,227,314,358,390,417,603,614,679,682,691,692,708,709,711,712,713,739,798,803,818,844,848,857,868,871,877,888,895,916,925,935,980,990,1004,1086,1094,1095,1105,1210,1223,1229,1230,1231,1232,1233,1234,1235,1236,1254,1260,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1298,1300,1303,1317,1319,1321,1322,1323,1325,1346,1354,1387,1398,1417,1430,1431,1432,1433,1434,1435,1436,1438,1441,1445,1447,1450,1452,1453,1454,1456,1457,1461,1462,1463,1464,1466,1467,1469,1470,1471,1473,1476,1478,1488],generate_square_subsequent_mask:1086,generated_module_nam:1464,gentl:1431,geometr:[227,1139,1150,1207,1417,1481,1486],geometri:1450,geometric_:[1432,1481],georg:9,geq:[649,792,868,874,911,980,1029,1050,1051,1061,1123,1174,1222,1445,1474],geqrf:[874,1298,1432],ger:1432,gesdd:1386,gesvd:1386,gesvdj:1386,gesvdjbatch:1386,get:[11,16,18,19,33,34,35,36,38,39,40,98,274,553,589,604,628,675,676,677,691,726,795,817,852,986,987,1011,1012,1039,1040,1041,1070,1215,1216,1223,1249,1254,1282,1331,1345,1365,1429,1431,1434,1440,1441,1447,1450,1452,1453,1454,1456,1457,1464,1470,1472,1473,1477,1478,1479,1489],get_all_sharing_strategi:1440,get_as_bool:33,get_as_int:33,get_attr:39,get_backend:[18,33],get_backoff_factor:1,get_buff:[841,1043],get_client:33,get_context:[24,35,1458],get_debug_st:840,get_default_dtyp:[566,893,909,1326,1476,1490],get_default_qat_qconfig:1467,get_default_qconfig:1467,get_devic:[1432,1441,1473,1475,1476],get_dir:[1429,1439],get_entrypoint_nam:24,get_error_handl:26,get_expired_tim:35,get_extra_st:[841,1043],get_first_failur:26,get_futur:[18,1215],get_gradi:[1470,1471],get_growth_factor:1,get_growth_interv:1,get_ignored_funct:[1452,1488],get_info:[334,913],get_last_lr:[1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296],get_logging_handl:27,get_lr:1287,get_module_rref:1470,get_my_pickl:1464,get_my_resourc:1464,get_num_interop_thread:1449,get_num_thread:1449,get_observer_dict:[1468,1489],get_overridable_funct:[1452,1488],get_paramet:[841,1043],get_per_parameter_tensor:17,get_rank:[18,1082],get_rdep:1464,get_rng_stat:1469,get_run_id:33,get_scal:[1,1446],get_sharing_strategi:1440,get_stat:[33,40],get_submodul:[39,841,1043],get_testing_overrid:[1452,1488],get_time_func:1489,get_unique_id:1464,get_worker_group:24,get_worker_info:[16,1470],get_world_s:18,getattr:[39,1432,1470],getattr_stmt:1434,getenv:1456,getsourc:1456,gil:[16,18,1447,1450,1470],gimelshein:9,girshick:1074,gisl:9,gist:1454,git:1466,github:[7,8,18,29,98,589,926,1086,1287,1429,1436,1452,1454,1459,1466,1467,1474],github_token:1429,give:[1,4,5,7,16,17,21,39,602,603,654,757,759,760,764,771,866,871,972,973,974,1009,1048,1094,1095,1222,1258,1382,1416,1429,1431,1440,1442,1445,1447,1450,1452,1454,1455,1457,1462,1463,1465,1473],given:[1,2,4,7,8,11,16,17,18,19,21,22,24,31,33,35,38,39,98,161,254,256,258,265,314,336,340,408,409,410,411,412,414,447,449,450,529,531,559,561,562,564,565,566,576,587,589,591,593,595,596,597,598,599,600,603,614,615,618,626,630,631,637,638,643,648,650,653,654,655,657,658,659,668,669,672,675,676,689,693,695,696,698,700,701,705,706,707,716,717,724,726,730,739,755,756,757,758,760,761,762,763,765,766,767,768,769,770,772,775,811,838,841,847,852,853,858,862,870,872,873,882,888,895,902,904,905,906,907,910,911,922,924,926,927,930,943,952,960,961,967,972,973,974,976,977,978,980,981,986,987,991,992,995,1003,1009,1013,1035,1039,1040,1041,1043,1045,1047,1048,1050,1054,1058,1077,1091,1092,1095,1096,1097,1105,1115,1116,1117,1118,1119,1120,1123,1124,1130,1131,1134,1135,1139,1150,1174,1203,1207,1208,1209,1212,1213,1214,1215,1223,1248,1253,1254,1256,1259,1260,1289,1292,1295,1298,1303,1308,1312,1313,1326,1332,1337,1366,1371,1372,1373,1374,1377,1382,1385,1387,1392,1393,1398,1400,1402,1412,1416,1429,1430,1431,1434,1439,1440,1442,1443,1445,1446,1447,1449,1451,1452,1454,1456,1457,1459,1460,1462,1463,1464,1470,1471,1473,1474,1478,1480,1486,1488,1489],glob:1464,global:[4,6,16,18,21,22,24,34,38,39,566,573,613,622,740,742,752,757,771,788,803,804,829,843,852,856,893,909,1212,1213,1214,1215,1234,1238,1263,1319,1321,1323,1326,1427,1431,1434,1435,1443,1446,1452,1456,1457,1458,1459,1467,1470,1471,1472,1478],global_rank:24,global_setup:4,global_step:1478,globalcontext:[1450,1461],globalsbridg:4,gloo:[18,34,1215,1451,1455,1470],gloo_socket_ifnam:18,glorot:1445,glu:1432,gmagogsfm:9,gmm:22,goal:[30,39,926,1447,1454,1472],goe:[39,787,956,1453],going:[7,18,39,434,435,592,895,1440,1449,1456,1461,1478],gomez:[1086,1088,1090],good:[4,7,11,39,40,1051,1429,1440,1452,1456,1457,1462,1464,1465],google_print:1462,gossipgrad:1215,got:[18,1452,1480],gotten:1447,govern:[7,1430],gpipe:1465,gpu1:[841,1043],gpu:[1,2,3,4,5,7,11,13,14,16,17,24,34,35,38,139,151,230,271,528,661,662,663,664,665,671,672,673,679,685,686,689,691,692,693,695,696,698,699,700,701,705,706,707,708,709,712,783,841,848,894,911,925,952,981,995,1013,1043,1058,1059,1082,1203,1215,1248,1386,1430,1431,1450,1455,1457,1459,1461,1463,1470,1475,1479,1481],gpu_model:1431,gpudirect:18,grace:1470,gracefulli:[24,34,867],grad0:1451,grad1:1451,grad:[1,2,6,18,22,39,98,274,423,430,431,438,439,587,589,590,594,595,597,602,603,605,611,690,743,824,841,895,1043,1215,1257,1265,1266,1267,1268,1269,1270,1271,1272,1276,1277,1278,1279,1280,1281,1282,1350,1369,1416,1431,1432,1441,1442,1446,1451,1452,1454,1457,1458,1462,1470,1471,1473,1479],grad_bia:1452,grad_fn:[98,274,589,595,596,597,598,599,600,1223,1369,1447,1457,1460],grad_input:[592,594,841,1043,1214,1452,1457,1461],grad_loss:1442,grad_mod:1432,grad_norm:1446,grad_out:[593,1432,1454],grad_output:[2,587,591,601,603,841,1043,1214,1432,1447,1450,1452,1457,1461],grad_param:1446,grad_tensor:[589,601,1432,1450],grad_vari:589,grad_weight:1452,gradbucket:[17,1215],gradcheck:[2,603,1430,1452],gradgradcheck:[602,1452],gradient:[6,10,16,17,18,21,22,98,163,164,231,274,423,430,447,561,562,587,589,590,591,592,595,596,597,598,599,600,601,602,603,604,605,611,615,641,743,790,817,841,870,871,885,888,895,913,922,925,927,960,967,975,976,977,980,981,986,987,997,1011,1012,1043,1050,1074,1123,1124,1130,1131,1141,1150,1158,1160,1161,1174,1207,1208,1209,1214,1215,1216,1219,1220,1222,1227,1257,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1285,1286,1350,1367,1369,1371,1386,1431,1432,1442,1445,1450,1451,1452,1453,1454,1457,1463,1470,1471],gradient_as_bucket_view:[18,1215],gradscal:[1,1446,1450],graham:[991,992,1134,1135],grain:[18,1447,1489],grammar:1434,grangier:952,grant:8,granular:1446,graph:[2,6,18,22,87,98,163,164,578,589,601,656,683,690,841,843,844,848,850,852,1215,1434,1438,1443,1446,1451,1452,1454,1457,1462,1464,1468,1470,1471,1472,1478,1489],graph_copi:39,graph_pool_handl:[656,682],graphabl:1450,graphexecutorst:840,graphic:[39,1461],graphroot:2,graphtask:1447,grave:[952,967],grayscal:1478,great:[7,1447,1454],greater:[5,18,33,233,633,634,639,792,802,881,960,1091,1139,1150,1176,1207,1223,1254,1416,1432,1447,1459,1468,1474],greater_:1432,greater_equ:[235,1432],greater_equal_:1432,greater_than:22,greater_than_eq:22,greaterthan:22,greaterthaneq:22,greatest:[791,939,1480],greatli:[11,39,1450],greedi:21,greedili:1442,green:[1433,1434],greg:[8,9],gregori:9,grep:1453,grid:[17,759,926,1105,1139,1432,1450,1478],grid_i:926,grid_sampl:[1,1105,1416,1432],grid_sampler_2d:1432,grid_sampler_3d:1432,grid_x:926,griffin:838,gross:[8,9],ground:[7,980,1123,1478],group:[2,4,8,16,17,19,21,24,30,33,34,35,36,39,534,608,968,972,973,974,975,976,977,998,1019,1020,1021,1022,1023,1024,1082,1115,1116,1117,1118,1119,1120,1140,1215,1265,1266,1267,1268,1269,1270,1271,1272,1273,1275,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1414,1429,1432,1434,1440,1445,1450,1451,1462,1463,1464,1466,1470,1478,1483,1484,1485,1486],group_by_input_shap:[2,608,1466],group_by_stack_n:[608,1466],group_gloo:18,group_nam:[18,30],group_norm:[1,1432],group_rank:[24,34],group_result:24,group_world_s:24,groupnorm:[1140,1468],grow:[7,39,1473],growth:1,growth_factor:1,growth_interv:1,gru:[996,1432,1450,1467,1468,1487],gru_cel:1432,grucel:[1,1467,1468],gt_:1432,guanheng:9,guarante:[2,6,16,18,22,33,35,38,39,841,848,981,1043,1215,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1366,1416,1447,1449,1459,1464,1470,1472],guard:[24,1458,1464],guess:16,guevara:9,guid:[2,16,850,1430,1450,1464,1467],guidanc:[7,12,1465],guidelin:[8,1238,1464,1467],gumbel:1141,gumbel_softmax:1432,gunnar:[1300,1387],guoliang:9,h_0:[995,1013,1014,1058],h_1:1014,h_1h_2:874,h_i:[874,1077],h_k:874,h_l:799,h_n:[995,1013,1058],h_r:799,h_t:[995,1013,1058],hack:7,had:[7,39,852,1210,1399,1447],hadamard:[995,996,1013,1014],haidar:9,half:[1,2,17,22,756,758,760,766,767,768,841,972,973,974,975,976,977,991,992,994,1043,1134,1135,1138,1287,1382,1441,1457,1475,1476,1479],half_cauchi:22,half_norm:22,half_open_interv:22,halfopeninterv:22,halfstorag:1475,halftensor:[1476,1479],halko:[1300,1387],halv:799,ham:[632,803,1179],hamiltonian:22,hamming_window:[1432,1436],hand:[2,5,18,39,732,739,839,887,956,1071,1405,1416,1431,1433,1434,1447,1454,1457,1460,1464,1473],handi:[1447,1450],handl:[1,6,10,11,16,17,18,19,21,24,25,26,33,34,38,39,423,594,657,666,689,701,739,781,782,841,867,981,1043,1092,1139,1211,1212,1213,1214,1215,1229,1230,1231,1232,1233,1234,1235,1236,1330,1387,1420,1429,1440,1442,1450,1452,1453,1454,1458,1462,1464,1467,1470,1472],handle_me_this_wai:1464,handle_torch_funct:1488,handled_funct:1452,handler:[17,26,1234,1456,1464,1488],hang:[18,19,21,1215,1451],hann:804,hann_window:[803,1382,1432,1436],happen:[7,8,18,21,22,24,26,33,39,531,1082,1215,1222,1284,1290,1291,1296,1386,1430,1440,1447,1450,1451,1452,1453,1458,1461,1462,1467,1477,1489],happi:7,hard:[2,7,18,34,895,999,1141,1142,1431,1432,1433,1447,1462,1464],harder:[972,973,974,975,976,977,990,1037,1038,1094],hardshrink:1432,hardsigmoid:[1432,1468],hardsigmoid_:1432,hardswish:[1432,1468],hardswish_:1432,hardtanh:[1146,1432,1438,1468],hardtanh_:1432,hardwar:[2,870,871,888,1416,1459,1467],harri:22,has:[1,2,6,7,8,10,11,12,13,14,16,17,18,19,21,22,24,26,30,32,33,34,35,36,38,39,40,98,139,151,196,201,274,381,382,383,384,385,409,410,431,433,473,510,528,529,541,559,561,562,563,565,574,575,578,587,589,590,591,602,603,614,632,635,647,648,657,658,686,688,727,729,743,771,783,799,808,816,838,841,844,847,849,850,851,852,857,858,866,867,868,869,870,871,872,873,874,875,876,877,880,881,884,885,886,887,888,889,891,894,903,910,911,913,922,924,925,926,927,930,940,941,942,943,960,961,962,963,964,972,973,974,975,976,977,980,981,982,987,990,991,992,995,998,1006,1007,1008,1009,1013,1015,1016,1017,1018,1025,1026,1027,1036,1037,1038,1043,1047,1048,1050,1051,1058,1074,1076,1082,1094,1095,1105,1115,1116,1117,1123,1134,1135,1139,1150,1174,1176,1177,1179,1194,1207,1210,1212,1213,1215,1222,1224,1226,1229,1233,1235,1238,1248,1249,1254,1258,1260,1265,1285,1286,1287,1289,1293,1294,1298,1308,1310,1311,1332,1342,1345,1359,1365,1370,1377,1380,1381,1382,1385,1386,1390,1399,1418,1419,1431,1433,1434,1440,1441,1442,1446,1447,1448,1449,1450,1451,1452,1455,1456,1457,1458,1460,1461,1462,1463,1464,1465,1466,1468,1469,1470,1471,1472,1475,1476,1478,1479,1480,1481,1486,1489],has_bias:1432,has_enumerate_support:22,has_fil:1464,has_nam:1441,has_rsampl:22,has_torch_funct:1488,has_uninitialized_param:1210,hasattr:[39,1432,1452],hasattr_stmt:1434,hash:[1429,1432,1434,1439],hash_prefix:1429,hashmap:18,hashstor:18,hasn:[1294,1464],hat:[962,963,964,1006,1007,1008,1082],have:[1,2,4,6,7,8,10,16,18,19,21,22,24,25,26,30,31,32,33,34,35,36,39,40,101,102,163,164,254,256,274,336,340,371,384,407,422,423,438,447,449,451,473,540,559,561,562,563,565,587,589,595,597,598,604,605,613,614,617,620,622,631,632,654,655,658,663,664,690,700,737,745,759,770,772,790,791,803,804,807,816,817,840,841,843,844,847,848,850,851,852,853,858,859,868,870,871,879,886,887,888,890,894,903,905,910,911,922,924,925,926,927,930,935,940,941,943,952,956,960,972,973,974,975,976,977,980,981,986,987,991,992,997,1002,1006,1007,1008,1035,1043,1046,1047,1048,1049,1050,1092,1122,1130,1131,1134,1135,1139,1174,1176,1179,1212,1213,1214,1215,1216,1219,1220,1222,1224,1227,1251,1253,1257,1259,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1308,1334,1335,1356,1367,1369,1371,1373,1382,1385,1386,1390,1393,1396,1397,1403,1416,1421,1424,1429,1431,1432,1433,1434,1436,1438,1440,1441,1442,1445,1446,1447,1448,1450,1451,1452,1453,1454,1456,1457,1458,1459,1460,1461,1462,1463,1464,1465,1467,1468,1469,1470,1471,1472,1473,1476,1477,1478,1479,1480,1488,1489],haven:[38,1457],hdr:9,head:[952,1049,1086,1088,1090],head_1:1049,head_bia:952,head_h:1049,head_i:1049,header:[11,31,1461],headroom:17,health:8,healthi:[7,8,24,33],heard:1471,heart:16,heartbeat:33,heavi:[2,18,1447,1461],heavili:[5,1271,1449,1452,1464],heavisid:1432,heaviside_:1432,hei:7,height:[958,959,973,974,976,977,1012,1037,1038,1050,1077,1095,1150,1207,1442,1486],held:[38,656,673,696,1446],hello:[31,1433,1464],help:[1,5,7,8,10,16,17,18,30,33,39,602,603,608,673,700,841,842,856,926,983,984,988,1043,1222,1355,1429,1434,1441,1442,1446,1447,1448,1450,1451,1455,1457,1462,1464,1470,1471,1481],helper:[1,4,6,18,39,1082,1429,1433,1450,1451,1462,1464,1467,1470,1488,1489],henc:[17,21,24,33,36,38,614,787,1039,1040,1041,1095,1372,1447,1450,1451,1470,1472,1473],here:[1,2,7,8,12,16,17,18,19,22,32,34,38,39,510,652,739,756,758,759,762,763,764,770,772,839,850,962,963,964,975,976,977,1006,1007,1008,1051,1082,1139,1141,1224,1279,1293,1362,1429,1431,1433,1434,1436,1441,1442,1446,1447,1450,1452,1453,1454,1455,1456,1457,1461,1462,1463,1464,1465,1467,1473,1477,1478],hermet:1464,hermitian:[650,755,756,758,760,765,766,767,768,769,770,771,772,866,867,870,871,873,881,884,888,921,1390,1432],hessian:[2,596,599,1445],heterogen:1433,heteroscedast:[997,1136],heurist:[11,16,33,34],hex:[1432,1434],hfft:765,hidden:[6,995,996,1013,1014,1058,1060,1216,1450,1478],hidden_s:[995,996,1013,1014,1058,1059,1060,1432,1487],hierarch:1478,hierarchi:[2,39,844,1435,1452,1466,1467,1468,1489],high:[4,5,7,12,17,18,22,24,30,32,34,39,70,658,967,1321,1322,1432,1440,1454,1455,1457,1463,1467,1470,1473,1478,1479,1480],higher:[4,7,18,98,589,601,690,730,806,819,980,1035,1050,1387,1452,1454,1456,1467,1470,1476],highest:[952,1321,1322,1480],highli:[8,33,952,1215,1429,1480],highlight:[1434,1485],hing:[1046,1048],hinge_embedding_loss:[1,1432],hingeembeddingloss:1147,hint:[656,682,842,1431,1433,1434,1450],hinton:1279,hip:1430,hip_api_guid:1455,hip_vers:1455,hipdrivergetvers:1455,hipruntimegetvers:1455,hira:9,hirsch:9,hirsh:9,hist:[807,1432],histc:[1416,1432],histogram:[806,1432,1468,1478,1489],histogramobserv:[1468,1489],histor:[554,700,1449,1457,1460],histori:[1271,1452,1453,1471],history_s:1271,hit:[6,1215,1429,1450],hmc:22,hodg:1464,hogwild:1447,hoist:1438,hoist_conv_packed_param:1438,hold:[2,18,31,33,35,36,38,39,467,895,990,1044,1045,1053,1054,1094,1210,1215,1217,1218,1224,1234,1248,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1372,1373,1448,1450,1452,1453,1456,1458,1463,1466,1470,1471,1472,1473,1476,1478,1479],holist:7,holomorph:1447,homogen:[24,34],homomorph:1447,homoscedast:[997,1136],honor:1434,hood:[2,38,1440,1447,1450,1451,1458,1464,1472],hook:[19,21,423,690,841,981,1043,1211,1212,1213,1214,1215,1229,1230,1231,1232,1233,1234,1235,1236,1245,1254,1256,1430,1443,1451,1452,1456,1464,1486],hop:[838,1382],hop_length:[289,485,838,1382,1432],horizont:[642,808,810,1465],host:[16,18,24,26,32,33,34,35,139,151,510,528,738,841,1043,1215,1227,1258,1450,1465,1470,1471,1475],host_nam:18,host_node_addr:[32,34],hostnam:[18,24,33,1466],hot:[4,22,1141,1176,1454],hour:33,household:[793,874,1222,1298],householder_product:[793,1222,1297],houseroad:9,how:[2,4,6,7,8,12,16,18,25,33,34,35,39,590,593,604,605,611,722,743,799,817,841,849,894,990,1043,1094,1095,1150,1177,1207,1215,1248,1257,1330,1350,1431,1433,1434,1439,1440,1441,1442,1443,1446,1449,1451,1453,1454,1457,1458,1459,1460,1462,1465,1467,1470,1471,1472,1478,1486,1489],howev:[1,4,5,6,7,8,11,12,16,18,22,24,30,38,39,417,474,595,597,657,673,690,727,729,843,844,849,851,874,882,894,895,913,960,972,973,974,975,976,977,981,987,1115,1116,1117,1139,1210,1215,1248,1259,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1330,1430,1433,1434,1446,1447,1450,1452,1455,1457,1458,1459,1460,1461,1462,1464,1465,1470,1472,1473],hparam:1478,hparam_dict:1478,hparam_domain_discret:1478,hpp:1451,hspace:[1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],hsplit:[1432,1477],hspmm:[1432,1473],hstack:[642,1432,1473],html:[4,5,7,12,34,1092,1416,1448,1455,1457,1459,1478,1485,1486,1487],http:[4,5,7,12,17,18,22,33,34,98,589,739,895,926,967,1013,1061,1062,1086,1092,1256,1300,1317,1416,1429,1435,1439,1447,1448,1454,1455,1457,1459,1461,1466,1467,1478,1485,1486,1487,1490],hua:9,hub:[1430,1439],hub_dir:[1429,1439],hubconf:1429,huber:[1004,1074],huber_loss:1432,huberloss:[1074,1148],hudeven:9,huge:1387,human:[0,4,31,689,701,1445,1462],hundr:[1446,1456],hurt:1451,hurwitz:1474,hwc:1478,hxw:1432,hybrid:[17,160,472,809],hyper:[39,1074,1433,1478],hyperbol:[551,580,583,652,1362,1395],hyperparamet:[17,39,1478],hypot:[245,1432],hypot_:1432,hypotenus:811,i0607:18,i0_:1432,i0e:1474,i1e:1474,i_0:[856,857,1398,1474],i_1:[758,772,857],i_d:1398,i_n:[758,772,857,1398],i_t:[857,1013,1280],icdf:22,icml_2006:967,icnn:997,idea:[7,739,952,1215,1450,1456,1471],ideal:[4,32,34,852,1442],idempot:1472,ident:[4,11,16,18,22,39,602,603,727,872,873,874,875,880,890,895,913,940,941,956,982,1179,1222,1224,1425,1435,1445,1459,1464,1473,1489],identif:1434,identifi:[4,7,18,24,27,30,33,34,35,39,894,1082,1435,1440,1448,1456,1457,1464,1470,1471,1472,1478],identity_transform:22,idiom:1461,ids:[18,1082,1203],idx:[16,39,592,841,952,986,1043,1223,1432,1442],ieee:[838,997,1330],if_stmt:1434,iff:[22,1462],ifft2:756,ifft:[755,759,760,762,763,765,766,767,768],ifftn:[758,762],ifftshift:759,ifs:1435,igamma:[249,1432],igamma_:1432,igammac:[251,1432],igammac_:1432,ignor:[7,21,25,31,39,98,434,473,553,556,557,558,574,575,589,601,612,634,654,691,692,708,709,760,766,767,768,793,806,841,850,854,857,866,867,868,869,870,871,872,873,874,875,876,879,880,881,882,883,884,885,886,887,888,889,890,891,892,940,941,942,957,958,959,960,961,978,980,987,997,1003,1009,1010,1034,1035,1036,1037,1038,1043,1046,1047,1048,1049,1050,1057,1074,1075,1086,1091,1112,1113,1123,1131,1151,1174,1182,1215,1259,1287,1294,1298,1353,1370,1382,1386,1405,1431,1434,1435,1442,1447,1452,1462,1480,1489],ignore_index:[980,1050,1123,1174,1432],ihfft:760,ilia:9,ill:1105,illeg:1450,illia:[1086,1088,1090],illustr:[2,1434,1446,1452],ilqar:9,im2col:[1094,1432],imag:[11,16,645,950,954,955,972,973,974,975,976,977,980,990,991,992,1007,1015,1050,1055,1056,1077,1094,1096,1097,1105,1116,1117,1119,1120,1133,1134,1139,1150,1206,1207,1335,1432,1454,1465,1477,1478],imagenet:[18,1445],imagin:[39,1470],imaginari:[10,252,602,645,650,738,760,766,767,768,815,831,833,834,837,1382,1421,1422,1435,1447,1454,1480],imagnumb:1435,imbalanc:952,img:[1442,1478],img_batch:1478,img_hwc:1478,img_tensor:1478,immedi:[7,8,33,34,38,841,843,1043,1434,1457,1460,1470,1472],immut:1434,impact:[17,18,700,1438,1467,1468,1477],imped:1446,imper:18,implement:[2,6,13,16,17,18,19,21,22,25,30,31,34,39,98,230,447,449,554,577,589,596,602,603,652,739,778,787,841,847,848,849,882,885,894,895,919,925,952,967,981,1011,1012,1043,1055,1062,1079,1088,1090,1139,1177,1196,1215,1222,1223,1227,1238,1251,1253,1254,1256,1265,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1281,1282,1285,1287,1293,1310,1317,1330,1342,1362,1386,1387,1398,1413,1416,1433,1434,1435,1440,1443,1445,1446,1447,1449,1452,1453,1456,1457,1458,1459,1460,1461,1463,1464,1465,1467,1468,1470,1471,1473,1474,1477,1479,1482,1483,1484,1485,1486,1488,1489],implementor:24,impli:[17,33,1440,1447,1465,1470],implic:[839,852,1470],implicit:[793,799,957,958,959,972,973,974,975,976,977,990,1036,1037,1038,1094,1107,1108,1109,1115,1116,1117,1298,1432,1434,1435,1462,1464,1477,1486],implicit_cast:1462,implicitcasttyp:1462,implicitli:[7,18,26,39,722,793,799,852,853,894,957,958,959,1036,1037,1038,1347,1403,1431,1433,1434,1447],implicitly_compiled_method:1431,implment:870,import_modul:1464,import_myclass:1464,importance_scor:[1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242],imported_foo:1464,imported_funct:1446,imported_myclass:1464,importerror:[1461,1464],importlib:1464,impos:[35,1440,1446,1462],imposs:1446,improb:16,improv:[1,2,4,8,11,14,17,18,39,595,597,650,799,982,995,1013,1058,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1294,1430,1446,1451,1452,1459,1462,1467,1470,1480],impur:39,in1:[965,1111],in1_featur:965,in2:[965,1111],in2_featur:965,in_channel:[848,972,973,974,975,976,977,1019,1020,1021,1022,1023,1024,1483,1484,1485,1486],in_featur:[841,952,1028,1030,1043,1210,1222,1223,1253,1254,1256,1457,1483,1484,1485,1486,1487],in_proj_bia:1432,in_proj_weight:1432,in_shap:22,inaccur:[16,17],inaccuraci:603,inact:[700,1450],inactive_split:700,inactive_split_byt:700,inadvert:1464,inbuilt:1227,inc:[1433,1434],inc_first_el:1434,incept:[980,1123],incid:[1470,1472],includ:[1,2,3,4,5,6,7,8,11,12,16,17,18,30,33,34,39,513,765,807,839,841,842,866,957,958,959,967,981,989,997,1030,1039,1040,1041,1043,1093,1107,1108,1109,1124,1136,1215,1249,1250,1252,1406,1407,1408,1409,1429,1431,1433,1434,1438,1440,1447,1449,1450,1453,1456,1457,1460,1462,1466,1467,1468,1470,1472,1478,1481,1486,1488],include_last_offset:[987,1131,1432,1486],include_path:11,inclus:[4,22,40,447,806,893,909,916,1321,1322,1379,1469,1480],incom:[1,18,35,965,1030,1111,1156,1440,1447,1468,1486,1489],incompat:[8,11,625,838,1448,1464],incomplet:[16,595,597,1436,1474],inconsist:[18,566,1326,1452],incorpor:[1272,1467],incorrect:[5,39,195,447,485,577,626,742,852,885,894,1206,1259,1382,1431,1434,1450,1462],increas:[1,2,4,7,17,22,30,592,628,673,700,739,807,952,961,967,972,973,974,975,976,977,1055,1115,1116,1117,1118,1119,1120,1124,1180,1181,1280,1286,1287,1291,1293,1294,1345,1403,1417,1432,1449,1450,1455],increment:[2,18,33,787,844,981,1431,1433,1447,1470],incur:[1,6,17,634,1458,1470],ind:[890,891,1432],inde:[1431,1464,1472],indent:1435,independ:[8,16,18,33,38,101,102,595,596,597,598,599,600,658,799,885,982,983,984,988,1126,1127,1132,1150,1207,1256,1310,1431,1446,1447,1450,1460,1464,1467,1486],independentconstraint:22,independenttransform:22,index:[4,12,16,17,22,31,39,222,253,254,255,256,257,258,260,261,407,408,446,447,448,449,450,561,562,628,667,670,718,719,759,790,816,839,853,858,866,890,902,910,913,917,922,925,926,927,930,935,941,952,967,980,986,987,1009,1044,1045,1050,1053,1054,1092,1094,1130,1131,1176,1233,1235,1242,1243,1248,1258,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1296,1311,1343,1344,1345,1370,1373,1382,1392,1415,1416,1430,1431,1432,1434,1440,1441,1442,1447,1450,1451,1455,1459,1468,1472,1473,1476,1477,1478,1479,1480],index_add:[1416,1432],index_add_:[253,592,1432,1459],index_add_cuda_:[1416,1459],index_copi:[1416,1432],index_copy_:[255,1432],index_fil:[1432,1441],index_fill_:[257,1432,1441],index_put:[1,1416,1432],index_put_:[259,1432],index_select:[1416,1432,1473],indexed_item:39,indexerror:[1233,1235],indic:[1,2,3,4,16,17,18,19,22,33,163,254,256,258,259,260,407,447,449,473,502,503,513,537,561,562,574,575,576,592,602,603,628,635,656,657,658,687,718,719,790,799,816,839,841,845,854,858,867,876,881,884,894,902,910,913,915,921,922,925,927,930,935,941,952,953,954,955,980,986,987,991,992,1037,1038,1039,1040,1041,1046,1048,1049,1102,1103,1104,1123,1130,1131,1134,1135,1151,1166,1167,1168,1176,1203,1215,1229,1230,1231,1232,1233,1234,1235,1236,1241,1242,1258,1259,1291,1293,1311,1345,1366,1369,1370,1371,1372,1373,1392,1393,1397,1400,1406,1407,1408,1409,1413,1414,1416,1425,1431,1432,1434,1441,1442,1452,1462,1470,1473,1477,1478,1480,1486],indices_or_sect:[508,736,808,1397,1423],indici:447,indirectli:18,individu:[7,8,11,16,17,18,21,39,183,635,707,757,771,841,967,1043,1082,1215,1434,1441,1446,1452,1456,1459,1470,1480,1489],induc:[594,1139,1177,1445],ineffici:1467,inf:[1,22,551,553,556,557,558,583,612,628,732,830,831,833,835,836,868,879,883,886,892,903,939,1033,1076,1086,1219,1233,1242,1259,1345,1446,1474,1480],infer:[2,4,10,12,22,33,510,540,566,578,604,605,665,787,788,817,825,839,842,848,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1150,1176,1210,1257,1293,1326,1333,1347,1348,1372,1373,1396,1430,1431,1433,1434,1441,1457,1462,1466,1467,1468,1473],inferencemod:[604,817,1447],inferencesess:1462,infin:[652,831,833,835,836,939,960,1036,1037,1038,1219,1270,1362,1370,1473,1474],infiniband:[18,1215,1470],infinit:[16,833,895,960,967,1124,1304,1452,1470],influenc:[8,39],info:[18,24,27,31,657,658,867,876,913,1430,1432,1452,1462],inform:[2,4,5,7,15,16,17,18,19,21,24,25,26,29,33,34,39,196,254,433,449,541,590,602,603,604,605,611,615,743,770,772,817,838,841,853,866,871,877,911,972,973,974,975,976,977,1004,1013,1043,1049,1058,1070,1086,1088,1090,1115,1116,1117,1118,1119,1120,1124,1131,1150,1207,1208,1209,1215,1248,1257,1309,1336,1350,1355,1431,1434,1443,1447,1449,1450,1452,1456,1457,1462,1464,1466,1467,1476,1478,1479,1490],infra:26,infrastructur:[8,25,1464],infti:[632,838,919,960,1011,1012,1074,1179,1278,1474],ing:31,ingredi:[1006,1007,1008],inher:1441,inherit:[19,1240,1431,1433,1452,1457,1458],init:[18,24,26,841,1043,1051,1070,1253,1430,1434,1436,1447,1452,1456,1457],init_method:[18,1215,1470],init_process_group:[18,19,21,24,34,36,1215,1450,1451,1470],init_rpc:[1465,1470,1471],init_scal:1,init_weight:[841,1043,1457],initi:[2,4,5,13,16,17,21,24,26,33,34,36,40,431,510,578,657,679,684,685,688,708,795,818,839,841,851,894,895,913,962,963,964,965,967,975,976,977,981,986,987,995,996,998,1006,1007,1008,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1043,1051,1058,1060,1082,1092,1210,1215,1217,1218,1222,1224,1227,1253,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1296,1347,1348,1372,1373,1396,1432,1433,1434,1445,1447,1450,1451,1452,1456,1461,1462,1463,1464,1465,1469,1470,1471,1483,1485,1486,1487],initial_accumulator_valu:1267,initial_env:39,initial_grad:1450,initial_lr:1293,initial_se:[16,40,1459,1469],initialis:1070,initialize_paramet:1210,inject:1456,inlin:[11,38,841,844,852,1449],inline_extens:11,inlined_graph:841,inlud:1464,inner:[4,722,1403,1432,1470],innermost:[22,799,1345],inp:[2,16,18,39,1094,1215,1488],inp_unf:1094,inplac:[2,591,841,956,966,982,983,984,985,988,1000,1001,1002,1029,1042,1043,1061,1062,1063,1070,1072,1085,1106,1114,1125,1126,1127,1128,1132,1143,1144,1145,1154,1169,1184,1185,1187,1189,1191,1201,1212,1416,1432,1447,1452,1462,1468,1486,1489],input1:[965,978,979,996,1035,1052,1060,1111,1121,1122,1162,1432,1446,1461,1462],input2:[127,395,396,637,965,978,979,996,1035,1052,1060,1111,1121,1122,1162,1432,1446,1461,1462],input3:[396,1432],input:[2,4,6,8,10,12,14,16,17,18,19,21,22,26,39,40,98,201,221,242,418,533,548,549,550,551,552,553,554,555,556,557,558,559,560,561,562,563,564,565,566,567,568,569,570,571,572,574,575,576,577,579,580,581,582,583,584,585,586,587,589,591,593,595,596,597,598,599,600,601,602,603,605,608,612,613,614,615,616,617,618,619,620,621,622,623,624,625,627,628,630,632,633,635,636,637,638,639,640,641,643,645,647,648,649,650,651,652,653,654,655,664,690,718,719,720,721,723,725,726,727,728,729,730,731,732,733,734,735,736,738,739,741,744,745,746,747,748,749,750,751,753,754,755,756,757,758,759,760,761,762,763,764,765,766,767,768,769,770,771,772,773,774,775,776,777,778,779,780,781,782,783,784,785,789,790,791,792,793,794,799,800,801,802,803,804,805,806,807,808,811,812,813,814,815,816,819,820,821,822,823,826,830,831,832,833,834,835,836,837,838,841,843,844,846,850,852,853,856,857,858,859,860,861,862,863,864,865,866,867,868,869,870,871,872,873,874,875,876,877,878,879,880,881,882,883,884,885,886,887,888,889,890,891,892,895,896,897,898,899,900,901,902,903,904,905,906,907,908,910,911,912,914,916,917,918,919,920,921,922,923,924,925,926,927,928,929,930,931,932,933,934,935,936,937,938,939,940,941,942,943,944,945,946,947,948,949,950,951,952,953,954,955,956,957,958,959,960,961,962,963,964,965,966,967,968,969,970,971,972,973,974,975,976,977,978,980,981,982,983,984,985,986,987,988,989,990,991,992,993,994,995,996,997,998,999,1000,1001,1002,1003,1004,1005,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1039,1040,1041,1042,1043,1046,1047,1048,1049,1050,1051,1052,1055,1056,1057,1058,1060,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1071,1072,1073,1074,1075,1076,1077,1078,1079,1080,1081,1082,1083,1084,1085,1086,1087,1088,1089,1090,1091,1092,1093,1094,1095,1096,1097,1098,1099,1100,1101,1102,1103,1104,1105,1106,1107,1108,1109,1110,1111,1112,1113,1114,1115,1116,1117,1118,1119,1120,1122,1123,1124,1125,1126,1127,1128,1129,1130,1131,1132,1133,1134,1135,1136,1137,1138,1139,1140,1142,1143,1144,1145,1146,1147,1148,1149,1150,1151,1152,1153,1154,1155,1156,1157,1158,1159,1160,1161,1163,1164,1165,1166,1167,1168,1169,1170,1171,1172,1173,1174,1175,1176,1177,1179,1180,1181,1182,1183,1184,1185,1186,1187,1188,1189,1190,1191,1192,1193,1194,1195,1196,1197,1198,1199,1200,1201,1202,1203,1206,1207,1208,1209,1210,1212,1213,1214,1215,1225,1227,1229,1230,1231,1232,1233,1234,1235,1236,1237,1239,1241,1242,1243,1244,1248,1249,1250,1252,1257,1258,1259,1261,1262,1264,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281,1286,1297,1298,1299,1300,1301,1302,1303,1304,1305,1306,1307,1308,1310,1311,1312,1313,1314,1315,1316,1318,1320,1322,1324,1326,1327,1328,1329,1330,1331,1332,1333,1334,1335,1336,1337,1338,1339,1341,1343,1344,1347,1356,1357,1358,1359,1360,1361,1362,1363,1364,1365,1366,1368,1370,1371,1375,1376,1377,1378,1380,1381,1382,1383,1384,1385,1386,1387,1388,1389,1390,1391,1392,1393,1394,1395,1397,1399,1400,1401,1402,1405,1406,1408,1411,1412,1413,1414,1415,1416,1417,1418,1419,1420,1421,1422,1423,1426,1428,1431,1432,1433,1434,1435,1436,1438,1442,1443,1445,1447,1449,1450,1451,1452,1453,1456,1457,1459,1460,1462,1463,1465,1466,1467,1468,1469,1470,1471,1473,1474,1476,1477,1480,1483,1484,1486,1487,1488,1489],input_0:1462,input_1:1462,input_3x3:1095,input_featur:1452,input_fp32:1467,input_g:1432,input_i:1462,input_imag:39,input_length:[967,1124,1432,1453],input_list:18,input_nam:1462,input_nod:39,input_on:[990,1094],input_s:[995,996,1013,1014,1058,1059,1060,1487],input_scal:1432,input_split:18,input_tensor_list:18,input_to_model:1478,input_tupl:1431,input_valu:39,input_var:[6,981],input_z:1462,ins:1431,insecur:[18,894],insensit:1005,insert:[18,22,38,39,1044,1045,1053,1215,1345,1353,1379,1415,1431,1438,1450,1467,1468,1489],insert_fold_prepack_op:1438,inserting_aft:39,inserting_befor:39,insid:[1,2,7,33,38,39,591,592,593,594,690,850,1215,1431,1433,1434,1438,1446,1450,1452,1456],insight:7,inspect:[1,2,39,607,841,850,1446,1452,1456,1464,1476,1488],inspir:[1271,1452],instal:[2,4,11,12,18,39,1429,1431,1457,1462,1464,1470,1478],instanc:[1,4,16,19,21,22,24,30,33,34,35,39,87,656,739,839,841,850,852,895,986,987,990,1006,1007,1008,1015,1043,1087,1089,1094,1149,1215,1223,1234,1248,1254,1372,1397,1431,1433,1435,1438,1440,1442,1446,1447,1450,1451,1452,1453,1457,1464,1467,1470,1471,1472,1473,1480,1486,1488,1489],instance_norm:1432,instanceattridentifi:1434,instancenorm1d:[1025,1149,1468],instancenorm2d:[1026,1149,1468],instancenorm3d:[1027,1149,1468],instancenorm:[998,1025,1026,1027],instantan:702,instanti:[18,32,33,34,39,590,604,605,743,817,987,1131,1224,1248,1253,1257,1429,1431,1433,1434,1452,1457,1470,1489],instead:[2,4,6,8,11,16,17,18,22,24,30,33,39,163,344,434,595,596,597,602,628,634,770,772,780,794,828,838,841,842,845,866,867,871,873,881,884,885,888,892,911,925,957,958,959,960,961,962,963,964,978,980,981,983,984,988,995,1003,1009,1010,1011,1012,1013,1034,1035,1036,1037,1038,1043,1046,1047,1048,1050,1057,1058,1070,1074,1075,1076,1082,1091,1107,1108,1109,1112,1113,1123,1132,1139,1151,1174,1182,1194,1215,1259,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1286,1287,1293,1315,1316,1326,1345,1371,1386,1431,1433,1434,1442,1445,1446,1447,1451,1452,1453,1454,1455,1458,1459,1460,1461,1462,1463,1464,1466,1467,1471,1480,1486],instruct:[4,5,10,11,35,38,1431,1434,1462,1467],instrument:[4,17,1456],insuffici:691,int16:[455,540,786,905,1476,1479,1490],int32:[264,383,540,628,740,753,785,786,787,867,876,913,967,1309,1345,1467,1473,1476,1479,1490],int64:[18,330,566,615,628,741,753,754,786,1123,1248,1321,1325,1326,1345,1373,1450,1462,1473,1476,1479,1490],int8:[124,384,616,617,618,619,620,621,786,904,905,906,907,1467,1476,1479,1485,1489,1490],int_0:1474,int_:1474,int_complex:1432,int_float:1432,int_int:1432,int_repr:[1312,1313,1432,1468],int_tensor:1476,int_to_int:1432,int_zerodim:1476,intact:[21,1470],integ:[16,18,22,33,230,383,385,474,489,495,552,553,554,555,556,557,566,612,613,622,633,649,658,670,675,676,700,733,736,739,740,778,779,780,781,782,783,787,788,791,803,804,807,808,839,849,859,860,867,876,880,895,915,934,952,967,972,973,974,1015,1099,1100,1101,1102,1103,1104,1209,1248,1260,1263,1289,1292,1295,1300,1312,1313,1319,1321,1322,1323,1325,1330,1339,1347,1374,1383,1387,1397,1398,1411,1423,1427,1433,1434,1435,1441,1454,1465,1467,1468,1473,1474,1476,1479,1480,1486,1490],integer_interv:22,integergreaterthan:22,integr:[16,27,102,614,616,618,619,621,654,722,807,841,860,1043,1317,1329,1403,1425,1452,1456,1457,1463,1465,1467,1474,1476,1480],intel:1461,intel_openmp:1461,intend:[4,33,39,856,1105,1212,1213,1214,1434,1447,1457,1464],intens:1271,intent:[7,31,33,1347,1464],intention:[24,735,1420,1455,1470],intenum:1434,inter:[24,26,796,1351,1449,1451,1465,1470],interact:[8,12,16,39,604,684,817,1435,1464,1478],intercept:39,interchang:[22,1279,1433,1455],interconnect:18,interest:[7,8,1430,1447,1454,1457],interfac:[12,17,25,30,33,787,1210,1382,1434,1452,1456,1463,1478,1483,1484,1485,1487],interfer:[1,1450,1462],interior:799,interleav:1286,intermedi:[6,11,39,625,913,987,1086,1088,1090,1131,1431,1434,1453],intermediari:[2,11,22,1447,1454],intern:[1,4,8,16,17,18,22,30,39,577,656,682,699,841,871,873,881,884,903,962,963,964,997,1082,1115,1116,1117,1139,1224,1372,1416,1435,1446,1447,1449,1450,1454,1462,1471,1472,1477,1486],interned_modul:1464,internet:7,interop:1351,interperet:895,interpol:[862,1095,1096,1097,1105,1139,1207,1208,1209,1311,1416,1432,1468,1486,1489],interpolation_mod:1432,interpret:[4,16,18,22,24,33,35,699,760,765,766,767,768,787,796,841,845,850,852,879,1009,1139,1150,1151,1207,1347,1351,1429,1433,1434,1440,1449,1450,1462,1470,1473,1477,1486],interprocess:657,interquartil:4,interrup:24,interrupt:[24,1440],interv:[1,22,566,650,785,799,1295,1319,1320,1466],intervent:[1,1470],intflag:1434,intial:1447,intra:[1449,1451,1465],intraop:1352,intrins:[4,1467],introduc:[22,895,995,1013,1058,1337,1429,1434,1448,1451,1462,1464,1465,1466,1470,1479],introduct:[18,682,1215,1431,1435,1441,1448,1457,1462,1470,1478],introspect:39,intstorag:1475,inttensor:[254,816,913,914,986,1476,1479],inttyp:1434,inv:[22,636,820,868,870,876,884,890],inv_scal:1446,invalid:[26,31,841,935,1043,1446,1447,1462,1464,1465],invari:[22,1248,1372,1472,1473],invers:[22,550,551,580,583,631,636,637,755,756,758,759,760,761,762,763,764,765,766,767,768,769,770,772,838,875,876,880,884,887,890,891,975,976,977,986,987,990,1039,1040,1041,1094,1130,1131,1166,1167,1168,1224,1227,1251,1287,1293,1432,1434,1474],inverse_indic:[1413,1414],inverse_shap:22,invert:[22,39,637,832,868,875,876,880,887,890,891,903,1039,1040,1041,1432,1470],invest:8,investig:[7,18],invis:1450,invoc:[4,6,39,843,852,1431,1434,1450,1452,1456,1462,1470,1472,1489],invok:[1,12,18,31,33,38,39,595,597,841,843,848,981,1043,1213,1215,1287,1293,1431,1434,1435,1438,1446,1449,1450,1451,1452,1456,1457,1464,1470,1471],involv:[4,7,8,10,16,39,1215,1434,1441,1447,1450,1451,1453,1457,1462,1470,1471,1472,1473],invstd:1432,iparam:895,ipc:[657,686],ipc_handl:657,iramazanli:9,irecv:18,irfft2:770,irfft:[760,768,769],irfftn:[767,772],irrecover:17,irrelev:[2,4,1435],irrespect:[911,1365,1390,1450],is_accept:1432,is_avail:[3,13,18,1450,1455],is_built:3,is_clos:33,is_coalesc:[1432,1473],is_complet:18,is_complex:[1432,1473,1476],is_conj:[647,1334,1432],is_contigu:[1432,1441,1477],is_cuda:[1248,1441,1475],is_dir:1464,is_discret:22,is_distribut:[16,1432],is_en:1,is_fail:[24,25],is_floating_point:[1432,1441,1473,1476],is_from_packag:1464,is_grad_en:1432,is_high_priority_stream:18,is_host:33,is_impur:39,is_in_onnx_export:1462,is_in_packag:1464,is_infer:1432,is_initi:18,is_last:17,is_last_join:19,is_leaf:[430,1432,1441],is_leaf_modul:39,is_mast:18,is_modul:39,is_mpi_avail:18,is_multi_device_modul:18,is_nccl_avail:18,is_neg:[1335,1432],is_ninja_avail:11,is_nonzero:[1432,1473],is_own:1470,is_packag:1464,is_pin:[16,1248,1432,1441,1475],is_python_modul:11,is_run:24,is_same_s:[1432,1473],is_script:[1433,1434],is_set_to:1432,is_shar:[1441,1475],is_sign:[1432,1441,1473],is_spars:[1441,1473,1475],is_sparse_csr:1441,is_standalon:11,is_tensor:[1441,1473],is_tensor_lik:1488,is_tensor_method_or_properti:1488,is_torchelastic_launch:18,is_train:[611,1350,1481],is_verbos:[1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296],is_vulkan_avail:1432,isclos:1432,isend:18,isfinit:1432,isin:1432,isinf:1432,isinst:[22,39,828,839,1432,1434,1447,1452,1457,1464,1473],isint:1434,isn:[7,16,39,838,1447,1450,1452,1480],isnan:[940,1432,1473],isneginf:1432,isol:[39,1210,1440,1465],isposinf:1432,isreal:1432,issu:[1,4,6,8,10,11,15,16,18,39,595,597,877,913,926,1013,1058,1150,1151,1434,1436,1440,1441,1442,1446,1447,1450,1452,1458,1459,1461,1462,1464,1474],issubclass:[1434,1452],issuecom:[98,589],istep:895,istft:1432,itch:7,item:[16,514,980,1044,1053,1227,1353,1429,1431,1432,1433,1434,1441,1450,1462,1464,1470,1478,1479,1489],iter:[1,2,4,7,17,18,19,21,22,34,36,39,661,662,663,664,665,693,695,713,841,895,1043,1044,1045,1053,1054,1215,1216,1219,1220,1221,1223,1229,1230,1231,1232,1233,1234,1235,1236,1238,1254,1255,1265,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1281,1282,1285,1286,1287,1290,1300,1387,1432,1434,1435,1440,1442,1446,1447,1448,1450,1451,1452,1454,1457,1463,1466,1469,1478,1488],iter_end:16,iter_start:16,iterable1:1434,iterable2:1434,iterabledataset:[16,1456],iters_to_accumul:1446,itertool:[22,630,643],its:[1,2,5,6,7,8,11,12,16,17,18,19,21,22,24,25,33,35,38,39,98,423,439,447,449,540,574,575,576,589,611,636,637,645,650,654,659,682,684,690,722,726,729,739,780,783,787,807,811,822,841,849,870,871,875,877,879,884,885,918,933,960,962,963,964,972,973,974,975,976,977,981,1006,1007,1008,1043,1044,1053,1074,1082,1139,1150,1177,1210,1214,1215,1216,1217,1218,1223,1228,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1240,1241,1242,1243,1244,1249,1253,1256,1260,1268,1269,1270,1272,1278,1279,1282,1301,1326,1334,1335,1347,1348,1350,1359,1365,1387,1402,1403,1421,1431,1433,1434,1438,1440,1446,1447,1448,1450,1451,1452,1453,1454,1457,1459,1460,1461,1462,1463,1464,1465,1468,1470,1471,1472,1473,1476,1477,1479,1480,1489],itself:[4,6,7,18,19,39,559,565,654,841,850,852,1043,1076,1194,1215,1229,1230,1231,1232,1233,1234,1235,1236,1245,1431,1440,1457,1459,1462,1464,1470,1477],ivalu:1456,ivan:9,ivankobzarev:9,ivanyashchuk:9,ivar:895,j_0:857,j_1:857,j_f:1454,j_n:857,j_t:857,jack:9,jackcaog:9,jacobian:[2,22,589,598,600,601,602,603,1447,1452,1454],jakob:[1086,1088,1090],jame:9,jamesr66a:9,jang:22,javadoc:1430,jax:1447,jbschlosser:9,jed:895,jeff:9,jeffdaili:9,jerri:9,jerryzh168:9,jianhui:9,jit:[10,11,716,796,839,840,841,1351,1352,1430,1433,1436,1438,1442,1449,1456,1460,1462,1470,1478],jithun:9,jithunnair:9,jitter:4,job:[18,24,26,27,29,30,32,33,34,35,1215,1287,1293,1456,1466,1478],job_id:[32,33,34],joe:22,joel:[9,1300,1387],johnson:9,join:[7,18,21,33,34,38,39,1215,1429,1430,1435,1440,1447,1451,1458,1479],join_devic:19,join_hook:[19,21,1215],join_process_group:19,join_timeout:33,joinabl:[19,21,1215],joinhook:19,jointli:1049,jone:[1086,1088,1090],joulin:952,journal:1317,jpeg:1456,json:[26,31,1456,1466],juggl:6,jump:[489,1476],junji:9,just:[2,3,7,11,17,18,22,24,31,39,514,554,563,587,608,647,648,852,853,881,884,888,913,983,984,988,1215,1227,1228,1283,1330,1406,1407,1408,1409,1429,1431,1440,1446,1447,1450,1452,1454,1456,1457,1460,1464,1465,1470,1471,1477,1479,1489],jysohn23:9,k_0:[857,1398],k_1:857,k_n:857,k_proj_weight:1432,k_t:857,kaiming_norm:1070,kaiming_normal_:[1070,1436,1445],kaiming_uniform_:1445,kaiser:[856,1086,1088,1090],kaiser_window:1432,kappa:868,kappa_2:868,kappa_:868,karl:9,karuppasami:9,kdim:1049,keep:[2,4,7,16,17,21,24,33,780,894,962,963,964,968,986,1006,1007,1008,1052,1082,1139,1215,1234,1331,1429,1431,1440,1442,1447,1450,1451,1453,1454,1458,1463,1467,1470,1471,1472],keep_al:33,keep_initializers_as_input:1462,keep_intermedi:11,keep_var:[841,1043],keepdim:[63,65,66,67,69,83,84,291,329,345,347,348,349,352,366,367,368,369,389,406,415,484,494,538,559,561,562,563,565,574,575,858,879,883,892,910,922,924,925,927,930,940,941,942,943,1052,1178,1259,1308,1311,1380,1381,1385,1418,1419,1432,1441,1474],kei:[4,16,24,31,33,34,39,528,608,707,841,853,894,1043,1044,1049,1053,1086,1087,1088,1089,1090,1241,1432,1433,1434,1452,1456,1457,1460,1462,1463,1466,1467,1470,1471,1475,1478,1480,1485],kept:[39,563,962,963,964,1006,1007,1008,1082,1150,1207,1434,1440,1486],kernel:[4,5,10,11,18,38,658,659,717,957,958,959,972,973,974,975,976,977,990,991,992,1011,1012,1019,1020,1021,1022,1023,1024,1036,1037,1038,1039,1040,1041,1094,1115,1116,1117,1118,1119,1120,1134,1135,1225,1438,1450,1452,1462,1466,1486],kernel_s:[848,957,958,959,972,973,974,975,976,977,990,991,992,1011,1012,1019,1020,1021,1022,1023,1024,1036,1037,1038,1039,1040,1041,1094,1107,1108,1109,1118,1119,1120,1133,1134,1135,1160,1161,1166,1167,1168,1206,1315,1316,1432,1478,1483,1484,1485,1486],kernel_shap:1462,kesheng:895,key1:846,key2:846,key_averag:[2,1466],key_datum:1434,key_datum_list:1434,key_padding_mask:[1049,1432],key_prefix:33,keyset:31,keytyp:1434,keyword:[1,2,16,18,19,21,39,40,254,548,550,551,552,553,554,555,556,557,558,559,561,562,563,564,565,566,579,580,581,582,583,612,613,614,616,617,618,619,620,621,622,624,628,631,633,635,636,637,639,641,642,645,648,649,651,652,654,655,661,663,665,690,718,719,720,721,722,723,726,730,733,735,737,738,740,741,742,744,749,752,755,756,757,758,760,761,762,763,765,766,767,768,769,770,771,772,778,779,780,781,782,783,785,787,788,789,790,791,792,793,799,802,803,804,805,806,807,809,810,811,816,819,835,836,841,843,852,853,856,857,858,859,860,861,862,865,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,894,896,897,898,899,900,901,902,904,905,906,907,909,910,911,912,914,917,918,921,922,923,924,925,927,928,929,930,933,934,935,937,939,940,941,942,943,945,946,948,981,1002,1005,1043,1212,1213,1215,1227,1229,1234,1238,1258,1260,1263,1264,1298,1299,1303,1304,1307,1308,1310,1311,1318,1319,1320,1321,1322,1323,1324,1325,1326,1329,1330,1331,1332,1339,1341,1345,1356,1358,1359,1360,1362,1365,1366,1372,1373,1375,1376,1377,1378,1379,1380,1381,1383,1385,1386,1390,1393,1394,1395,1396,1400,1403,1405,1406,1407,1408,1409,1411,1418,1419,1420,1424,1427,1428,1429,1434,1435,1442,1452,1462,1463,1470,1474,1478,1488],kick:[1451,1470,1471],kickoff:1471,kill:[34,35,1440,1453],kind:[18,27,39,856,1216,1309,1452,1458,1462,1464,1467,1474,1476],kineto:2,kl_div:[1,1432],kl_diverg:22,kl_normal_norm:22,kl_version1:22,kl_version2:22,kldivloss:1151,know:[6,7,11,19,39,422,591,596,849,1215,1431,1434,1446,1447,1450,1454,1462,1464,1470,1471,1472],knowledg:1472,known:[4,7,15,18,21,27,852,853,894,972,973,974,975,976,977,990,1013,1058,1072,1074,1094,1191,1210,1432,1436,1440,1445,1447,1449,1459,1462,1467,1470,1472,1474],knuth:7,knyazev2001:895,knyazev:895,kobzarev:9,kostmo:9,krishnamoorthi:9,kron:1432,kroneck:857,kth:858,kthvalu:[1416,1432,1441],ktxkhxkw:992,kubernet:20,kullback:[22,1009,1151],kurowicka:22,kw_i:1049,kwarg:[1,2,6,11,18,19,21,33,39,510,528,588,658,841,843,845,913,995,1005,1013,1043,1058,1102,1103,1104,1134,1135,1163,1164,1165,1210,1214,1215,1229,1234,1238,1248,1253,1342,1413,1414,1429,1434,1435,1452,1457,1462,1470,1475,1486,1487,1488,1489],kwarg_typ:39,kwd:16,kwlist:1478,l105:1454,l1_loss:[1,1432],l1loss:[1004,1074,1152],l1unstructur:1238,l2norm:1467,l99:1454,l_1:[960,961,980,1003,1004,1009,1010,1034,1050,1074,1092],l_c:961,l_complex:738,l_i:1092,l_infin:1092,l_n:[960,961,980,1003,1004,1009,1010,1034,1050,1074,1092],l_p:[1092,1175],l_t:1278,label:[4,7,16,739,952,961,967,978,980,1003,1035,1046,1047,1124,1249,1286,1451,1458,1459,1478],label_img:1478,label_smooth:[980,1123,1432],labori:1452,lack:[10,870,871,888],lambd:[199,239,999,1080,1142,1197,1265,1432],lambda1:1289,lambda2:1289,lambda:[2,16,22,38,39,199,423,632,870,871,872,873,894,999,1080,1092,1179,1266,1267,1268,1269,1270,1272,1278,1279,1281,1287,1289,1292,1435,1447,1452,1463,1464,1470,1488],lambda_i:[870,871,1390],lambda_j:[870,871,1390],langl:22,languag:[4,11,26,850,952,1086,1138,1453],lapack:[10,636,793,867,876,877,1310,1386],lara:9,larg:[4,7,16,18,39,40,652,654,700,877,952,990,1094,1133,1215,1293,1362,1430,1440,1442,1449,1450,1453,1457,1460,1462,1464,1465,1470,1473,1476,1479,1489],large_pool:700,larger:[1,8,18,39,195,434,603,615,700,952,981,986,987,1035,1092,1095,1130,1131,1215,1416,1447,1450,1453,1454,1456,1460,1462,1478],largest:[515,615,779,868,870,879,881,883,895,1176,1223,1400,1432,1433,1434,1468,1490],last:[2,6,10,16,17,19,21,22,33,38,39,256,540,604,613,622,628,638,722,727,730,756,758,762,763,767,768,770,772,774,803,804,817,819,826,838,858,882,885,888,911,925,930,952,965,987,989,995,1013,1015,1030,1050,1057,1058,1071,1087,1088,1094,1111,1131,1140,1153,1176,1177,1215,1216,1258,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1337,1345,1366,1373,1374,1382,1386,1398,1400,1403,1421,1422,1433,1434,1441,1447,1450,1452,1454,1459,1462,1464,1465,1473,1480],last_cal:33,last_call_timeout:33,last_epoch:[1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296],late:[33,1446],latenc:[30,1449],later:[1,2,4,7,15,17,38,39,607,682,894,1013,1036,1037,1038,1058,1072,1191,1215,1386,1431,1447,1449,1450,1451,1452,1457,1460,1471,1472,1486,1487],latest:[7,18,22,1234,1429,1455,1462,1470],latin1:894,latter:[554,841,980,1043,1050,1457,1458,1459,1489],launch:[5,16,20,24,25,26,31,32,33,36,38,1215,1447,1449,1450,1470],launcher:[18,34],law:952,layer1:1465,layer2:1465,layer3:1465,layer:[1,17,18,21,957,958,959,961,962,963,964,965,972,973,974,975,976,977,983,984,988,995,996,998,1006,1007,1008,1013,1014,1015,1028,1030,1036,1037,1038,1049,1050,1058,1060,1071,1082,1086,1087,1088,1089,1090,1153,1222,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1445,1450,1452,1453,1456,1457,1460,1463,1465,1467,1468,1489],layer_norm:[1,1015,1432],layer_norm_ep:[1086,1088,1090],layernorm:[998,1006,1007,1008,1086,1153,1468],layout:[98,281,473,512,513,540,566,589,613,622,664,740,741,742,752,757,771,788,789,803,804,856,893,909,1263,1264,1319,1320,1321,1322,1323,1324,1325,1326,1369,1371,1372,1373,1407,1409,1427,1428,1429,1431,1432,1433,1436,1450,1464,1473,1478,1479,1480],lazi:[647,851,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1210,1282],lazili:[4,13,657,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1210,1431],lazy_mlp:1210,lazylinear:1210,lazymlp:1210,lazymodul:1210,lazymodulemixin:[1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028],lbfg:1463,lbrace:[1406,1407,1408,1409],lceil:[566,633],lcm:[293,1432],lcm_:1432,ldexp:[295,785,1432],ldexp_:1432,ldot:[22,868,893,909,926,1015,1036,1037,1038,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],le_:1432,lead:[2,7,15,591,595,597,603,867,1013,1058,1074,1377,1434,1442,1447,1449,1451,1452,1461,1463,1464,1473,1478,1479],leadership:8,leaf:[30,98,164,274,384,438,439,589,1396,1446,1447,1468,1489],leaf_modul:30,leak:[589,1434,1440,1447],leaki:[1061,1187,1445],leaky_relu:[1155,1432,1445],leaky_relu_:1432,leakyrelu:[1044,1154,1457],learn:[1,7,12,22,32,39,965,978,983,984,986,987,988,1003,1028,1030,1051,1072,1091,1092,1191,1215,1265,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1430,1443,1445,1455,1457,1462,1464,1467,1470,1472],learnabl:[962,963,964,965,972,973,974,975,976,977,986,987,995,996,998,1006,1007,1008,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1051,1058,1060,1082,1131,1183,1457,1486,1487],learned_0:1462,learned_14:1462,learned_15:1462,learned_1:1462,learned_2:1462,learned_3:1462,learned_:1462,least:[6,22,32,33,201,340,563,615,727,729,739,776,777,799,807,838,859,877,895,911,918,939,952,1215,1249,1429,1434,1442,1445,1447,1448,1450,1453,1465,1472,1473,1474,1475,1480],leav:[2,24,34,98,589,845,854,1225,1228,1377,1431,1433,1434,1447,1464],leave_parametr:1228,lectur:1279,led:39,left:[39,396,434,566,613,617,622,623,628,633,739,759,764,776,779,780,784,803,804,838,839,845,856,875,880,884,888,890,900,901,935,952,957,958,959,960,961,972,973,974,990,997,1009,1010,1011,1012,1031,1032,1033,1034,1036,1037,1038,1046,1047,1048,1052,1053,1091,1094,1095,1096,1097,1139,1159,1177,1220,1285,1286,1298,1326,1345,1382,1398,1403,1417,1431,1432,1434,1452,1457,1474,1489],leftarrow:[1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],leg:811,legaci:[34,1141,1466,1476],legal:1434,legitim:[1051,1139],leibler:[22,1009,1151],lemma:22,len:[16,18,39,474,561,562,758,763,768,772,844,891,910,924,940,943,981,1177,1233,1235,1251,1286,1293,1372,1374,1385,1417,1431,1432,1434,1452,1473,1478],len_1:39,length:[16,17,18,22,201,254,256,289,370,371,589,601,643,665,738,755,756,757,758,759,760,761,762,763,765,766,767,768,769,770,771,772,787,816,838,852,856,944,961,967,972,981,987,990,995,1011,1013,1049,1058,1086,1094,1113,1115,1116,1117,1124,1131,1150,1248,1249,1250,1251,1252,1317,1373,1382,1403,1432,1434,1442,1448,1453,1480,1489],lens_unpack:1251,leq:[560,613,614,649,757,759,830,857,861,874,877,967,980,985,1046,1048,1050,1123,1124,1174,1177,1382,1474],lerp:[299,1432],lerp_:1432,less:[4,7,16,17,18,22,24,35,301,602,603,638,654,696,711,739,779,783,787,861,871,895,912,913,952,1004,1057,1074,1080,1251,1359,1390,1407,1409,1429,1432,1434,1452,1458,1465,1468],less_:1432,less_equ:[303,1432],less_equal_:1432,less_than:22,lesser:[848,1447,1449,1467],let:[2,7,16,17,22,39,422,431,639,799,841,856,866,868,870,871,872,873,874,875,877,885,887,888,1043,1215,1222,1441,1442,1447,1450,1451,1452,1457,1458,1459,1460,1461,1464,1471,1472,1473,1478],letter:739,level:[4,7,12,16,18,24,25,26,30,39,434,658,793,981,1215,1431,1434,1435,1440,1445,1447,1449,1452,1454,1464,1467,1470,1473,1478,1488],leverag:1470,lewandowski:22,lexic:1435,lexicograph:[1258,1434,1473],lfloor:[779,784,952,957,958,959,972,973,974,990,1011,1012,1036,1037,1038,1094,1095,1096,1097,1109,1177,1326,1382],lgamma:[305,1432],lgamma_:1432,lhs:877,lib64:11,lib:1461,libenzi:9,librari:[4,5,8,10,11,12,16,23,31,35,39,652,674,678,851,913,1362,1449,1451,1452,1453,1456,1457,1458,1461,1462,1464,1467,1470,1488],library_root:12,librosa:1382,libtorch:12,lie:[1076,1078,1194,1370,1478],lies:1311,life:422,lifetim:[7,1470],lift:1442,light:1478,like:[1,2,4,5,6,7,8,10,11,12,16,17,18,22,31,33,34,39,275,514,540,577,602,603,613,622,696,733,739,740,760,778,781,782,787,803,804,839,841,842,847,849,852,856,885,894,952,960,987,990,1006,1007,1008,1043,1044,1045,1053,1054,1071,1094,1133,1151,1206,1210,1215,1216,1217,1218,1223,1248,1263,1304,1319,1323,1330,1342,1347,1365,1386,1393,1427,1429,1430,1431,1433,1434,1440,1441,1442,1446,1447,1450,1453,1454,1455,1456,1457,1458,1460,1461,1462,1465,1467,1468,1470,1471,1473,1476,1480,1484,1488,1489],likelihood:[22,952,997,1050,1057,1136,1174,1182],likewis:22,lil:1473,lim:[22,838],lim_:[960,1447],limit:[16,711,967,986,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1238,1430,1434,1440,1442,1447,1450,1451,1457,1459,1460,1464,1467,1468,1470,1471,1480],limits_:902,linalg:[344,634,635,725,738,793,820,911,920,921,1222,1223,1227,1259,1297,1302,1304,1310,1363,1365,1386,1387,1390,1430],linalg_choleski:1432,linalg_cholesky_ex:1432,linalg_cond:1432,linalg_det:1432,linalg_eig:1432,linalg_eigh:1432,linalg_eigv:1432,linalg_eigvalsh:1432,linalg_householder_product:1432,linalg_inv:1432,linalg_inv_ex:1432,linalg_lstsq:1432,linalg_matmul:1432,linalg_matrix_norm:1432,linalg_matrix_pow:1432,linalg_matrix_rank:1432,linalg_multi_dot:1432,linalg_norm:1432,linalg_pinv:1432,linalg_qr:1432,linalg_slogdet:[886,1432],linalg_solv:1432,linalg_svd:1432,linalg_svdv:1432,linalg_tensorinv:1432,linalg_tensorsolv:1432,linalg_vector_norm:1432,linbin:9,linbinyu:9,line:[2,5,18,39,540,604,608,817,841,849,1043,1105,1139,1353,1431,1434,1435,1448,1452,1454,1459,1461,1462,1466],line_search_fn:1271,linear1:1467,linear:[1,18,19,21,39,408,409,410,411,412,597,637,658,739,841,844,850,862,868,877,887,914,960,966,993,994,1002,1028,1043,1045,1058,1060,1062,1070,1072,1079,1082,1093,1095,1137,1138,1150,1184,1191,1196,1207,1210,1215,1222,1223,1227,1237,1238,1239,1240,1241,1243,1244,1245,1246,1247,1253,1254,1256,1290,1293,1300,1311,1365,1416,1432,1433,1437,1438,1445,1450,1451,1452,1453,1457,1460,1462,1463,1465,1467,1468,1470,1483,1484,1489],linear_1:39,linear_fp32:1467,linear_int8_w_fp32_inp:1467,linear_rank_on:1227,linear_weight:39,linear_weight_fp32:1467,linear_weight_int8:1467,linear_with_activation_int8:1467,linearfunct:1452,linearli:[885,1095,1150,1207,1290,1310,1453,1463,1467,1468,1486],linearrelu:1468,liner:1061,linewidth:1353,link:[11,12,22,39,972,973,974,975,976,977,990,1036,1037,1038,1094,1141,1442,1456,1457,1473],linker:11,linspac:[10,615,639,760,766,926,1432,1436],lint:39,linux:[12,18,1429],lipschitz:1223,list:[1,2,6,7,8,11,12,16,17,18,19,21,22,33,38,39,128,181,243,383,385,508,514,542,578,584,585,586,626,627,630,634,638,643,674,680,724,736,739,740,775,788,799,808,841,844,846,850,852,853,924,926,943,981,986,1015,1043,1045,1054,1071,1082,1093,1130,1203,1215,1216,1227,1229,1230,1231,1232,1233,1234,1235,1236,1245,1248,1249,1250,1251,1252,1259,1263,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1283,1287,1289,1291,1292,1293,1294,1295,1313,1315,1316,1319,1323,1338,1371,1372,1373,1374,1385,1396,1397,1398,1413,1414,1416,1423,1427,1429,1431,1432,1435,1436,1438,1441,1442,1452,1455,1457,1459,1460,1461,1462,1463,1464,1465,1466,1467,1468,1470,1471,1473,1475,1476,1477,1478,1479,1481,1488,1489],list_comprehens:1434,list_displai:1434,listconstruct:1431,listen:18,listofproperti:1478,listtyp:1434,liter:[1432,1435,1442,1464],littl:[18,1452,1472],liu:9,live:[2,690,841,1043,1431,1450,1453,1463,1470,1472],lkj:22,lkj_choleski:22,lkjcorr:22,llion:[1086,1088,1090],llll:911,lmbda:1292,load:[1,2,10,11,12,21,607,844,849,852,987,1043,1210,1215,1265,1266,1267,1268,1269,1270,1271,1272,1274,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1342,1431,1438,1439,1442,1447,1456,1457,1459,1461,1462,1467,1478],load_arg:39,load_binari:1464,load_checkpoint:[34,36],load_inlin:11,load_nvprof:2,load_pickl:1464,load_state_dict:[1,21,841,894,1043,1210,1265,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1429,1457,1460],load_state_dict_from_url:[1429,1439],load_text:1464,load_url:1439,loadabl:1429,loaded_even:1460,loaded_mix:1464,loaded_modul:1464,loaded_numb:1460,loaded_script:1464,loaded_smal:1460,loaded_weight:431,loader:[16,1463],loaiza:22,lobpcg:1473,loc:[22,894],local:[1,18,21,24,31,33,34,35,36,39,590,604,605,611,743,817,841,895,983,984,988,990,1031,1043,1094,1133,1157,1206,1215,1216,1257,1350,1429,1433,1440,1446,1451,1453,1464,1465,1470,1471,1472,1478],local_elastic_ag:24,local_process_rank:18,local_rank:[18,24,26,31,34,36,1082],local_response_norm:1432,local_valu:[1465,1470],local_world_s:[24,25,34],localelasticag:[24,25,35],localhost:[18,33,1465,1470,1471],locallr_0:1478,localresponsenorm:1157,localtimercli:35,localtimerserv:35,localvarannot:1434,localworkergroup:34,locat:[4,11,18,22,30,98,102,195,447,577,626,628,663,718,719,742,858,894,922,927,930,935,981,990,1077,1094,1105,1139,1203,1206,1215,1227,1311,1345,1371,1416,1429,1431,1439,1462,1463,1464,1466,1470,1472,1473,1478],lock:[7,16,18,22,1447,1450,1458,1470,1471],log10:[1,308,1432,1441],log10_:[1432,1441],log1p:[1,310,1432,1441,1473,1474],log1p_:[1432,1441,1473],log2:[1,312,1432,1441,1474],log2_:[1432,1441],log:[1,11,16,17,18,22,24,26,27,30,31,313,314,749,898,900,902,903,910,952,960,961,980,997,1009,1032,1033,1047,1050,1057,1075,1076,1079,1136,1141,1151,1158,1159,1174,1182,1194,1196,1432,1441,1450,1452,1462,1466,1474,1478,1481],log_2:901,log_:[896,897,898,899,1432,1441],log_abs_det_jacobian:22,log_dir:[24,31,1478],log_input:[1057,1182,1432],log_norm:22,log_normal_:[1432,1441,1481],log_pob:952,log_prob:[22,952,967,1124,1432],log_sigmoid:1432,log_softmax:[1,967,1124,1174,1194,1432,1442,1474],log_target:[1009,1151,1432],logabsdet:[886,1432],logaddexp2:1432,logaddexp:[901,1432],logarithm:[865,869,886,896,897,898,899,900,901,902,909,967,1124,1158,1368,1474],logcumsumexp:1432,logdet:[886,1432],logdir:[1466,1478],logger:18,loggingtensor:1452,logic:[4,6,16,36,39,616,618,619,621,756,758,762,763,767,768,770,772,844,904,905,906,907,918,1215,1309,1336,1434,1435,1450,1452,1454,1467],logical_and:[320,1432],logical_and_:1432,logical_not:[322,1432,1441],logical_not_:[1432,1441],logical_or:[324,1432],logical_or_:1432,logical_xor:[326,1432],logical_xor_:1432,logist:[22,1072,1075,1191,1474],logit:[22,328,961,1113,1123,1141,1432,1474],logit_:1432,logsoftmax:[980,1050,1076,1158],logspac:[10,1432,1436],logsumexp:[900,1432,1441,1474],long_tensor:1476,long_zerodim:1476,longer:[2,18,35,554,602,603,838,844,1215,1259,1447,1450,1470,1472],longest:[967,1249,1251,1252,1453],longstorag:1475,longtensor:[18,83,84,85,254,256,258,260,388,407,447,449,574,575,576,790,816,858,935,986,987,1046,1130,1131,1176,1258,1366,1372,1392,1400,1425,1476,1479],look:[4,5,7,8,12,18,22,32,33,39,841,918,952,1043,1130,1240,1373,1431,1433,1441,1446,1447,1450,1456,1457,1458,1461,1462,1464,1470,1471,1480],lookup:[4,22,986,1130,1431,1435,1449,1471],lookuperror:33,loop:[4,17,39,690,693,695,852,1215,1225,1431,1432,1434,1449,1450,1453,1454,1457,1462,1466,1467,1478,1489],loop_in_traced_fn:1431,loos:1456,lorentz:22,lose:[33,36,1442],loss0:1446,loss1:1446,loss:[1,2,17,18,19,21,22,838,877,952,960,961,967,978,980,986,997,1003,1004,1009,1010,1034,1035,1046,1047,1048,1050,1057,1074,1075,1091,1092,1112,1113,1123,1124,1136,1151,1174,1182,1215,1249,1265,1266,1267,1268,1269,1270,1271,1272,1276,1278,1279,1280,1281,1282,1286,1294,1429,1442,1447,1450,1451,1453,1454,1457,1463,1467,1470,1471,1478],loss_fn:[1,1281,1446,1450,1451,1458,1463],loss_func:[1215,1470],lost:[1,24,34,36,981,1039,1040,1041],lot:[7,16,1440,1447,1454,1458,1464,1465,1469,1471,1473,1478],low:[4,7,17,22,434,658,793,967,1300,1317,1321,1322,1387,1432,1440,1450,1473,1480,1488],lower:[2,17,18,22,623,628,635,636,637,639,753,754,806,807,866,871,873,881,884,925,935,952,1061,1115,1116,1117,1187,1188,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1287,1293,1294,1309,1331,1345,1390,1405,1406,1407,1431,1432,1434,1443,1445,1447,1457,1467,1474,1480],lower_bound:22,lower_choleski:22,lower_triangular:22,lowercas:18,lowercholeski:22,lowercholeskytransform:22,lowest:[634,939,1232,1233,1241,1242,1321,1322,1452,1480],lowrank_multivariate_norm:22,lp64:1473,lp_pool1d:1432,lp_pool2d:1432,lppool1d:1160,lppool2d:1161,lr_0:1478,lr_decai:1267,lr_lambda:[1289,1292],lr_schedul:[1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1463],lrelu:[1044,1457],lrn:1031,lru:1450,lstm:[6,1014,1432,1450,1462,1467,1468,1478],lstm_cell:1432,lstmcell:[1,1467,1468],lstsq:[793,868,884,1432],lt_:1432,lu_data:[335,914,915,1432],lu_pivot:[335,914,915,1432],lu_solv:[1365,1432],lu_unpack:[913,1365,1432],luck:39,luckili:39,lue:18,lukasz:[1086,1088,1090],lvert:[560,830,1091,1175,1480],m_0:[1268,1269,1270,1272,1278],m_expr:1434,m_load:1457,m_state_dict:1460,m_t:[1268,1269,1270,1272,1278],macbook:1478,machin:[3,18,24,33,844,848,877,1079,1215,1455,1456,1457,1459,1462,1464,1469,1470,1471],machine_nam:18,machineri:[39,1452],maco:[16,18,1440],macro:[11,1455],maddison:22,made:[8,21,34,39,593,603,1088,1090,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1327,1433,1461,1464,1478,1480,1488],mae:1010,magic:[1432,1435],magma:[636,877,913,1310,1386,1461,1473],magma_2:1461,magma_hom:1461,magnitud:[1,649,1256,1356,1445,1446,1450],mai:[1,2,3,4,5,7,11,15,16,17,18,22,24,26,30,32,33,38,39,139,163,195,254,449,485,528,540,577,595,597,608,615,626,638,647,648,650,652,656,657,673,682,683,684,690,700,739,742,774,778,783,787,838,841,843,844,848,849,851,852,858,867,868,870,871,872,876,877,882,884,885,888,894,895,900,952,967,972,973,974,975,976,977,980,1013,1043,1050,1058,1088,1090,1115,1116,1117,1118,1119,1120,1124,1131,1139,1141,1150,1177,1206,1207,1208,1209,1210,1215,1222,1224,1225,1227,1259,1287,1310,1333,1347,1355,1362,1365,1382,1386,1405,1416,1430,1431,1433,1434,1438,1442,1446,1447,1448,1449,1450,1452,1453,1457,1459,1460,1461,1462,1464,1466,1467,1470,1472,1473,1475,1480,1481,1488],main:[4,16,17,18,19,22,24,25,26,31,33,34,35,36,39,201,431,726,727,728,729,874,1141,1406,1407,1408,1409,1429,1431,1440,1442,1446,1447,1450,1451,1452,1461,1470,1471,1478,1479],main_hook:19,main_tag:1478,mainli:[17,22,967,1124,1489],maintain:[1,7,16,17,18,22,39,956,988,1132,1215,1248,1259,1430,1446,1447,1450,1452,1457],mainten:[33,34],major:[2,7,675,1009,1151,1386,1430,1434],make:[2,4,5,6,11,12,16,17,18,20,22,24,25,30,33,34,35,36,39,87,164,431,589,590,604,605,635,636,637,657,658,727,743,755,756,758,760,761,762,763,765,766,767,768,769,770,772,775,776,777,817,841,844,848,849,866,867,895,960,967,972,973,974,975,976,977,1004,1043,1115,1116,1117,1118,1119,1120,1124,1139,1141,1150,1207,1215,1222,1238,1253,1257,1289,1347,1366,1373,1390,1400,1416,1429,1431,1433,1434,1440,1441,1446,1447,1448,1450,1451,1452,1453,1454,1457,1458,1459,1461,1462,1463,1464,1466,1467,1468,1470,1471,1472,1476,1478,1486,1488],make_dict:1431,make_graphed_cal:[656,1450],make_grid:1478,make_tensor:1480,malfet:9,malici:[18,894,1464],manag:[1,2,7,21,22,24,31,33,34,35,39,40,422,590,604,605,611,656,659,670,672,673,682,683,690,693,695,696,698,699,700,701,705,706,707,714,716,743,817,1215,1224,1225,1227,1257,1350,1434,1435,1447,1453,1456,1462,1465,1466,1469,1470,1471,1481],mandat:1452,mandatorili:16,mani:[1,4,7,8,10,11,16,17,18,22,33,39,40,340,577,587,595,597,739,851,967,1399,1406,1407,1408,1409,1431,1433,1441,1445,1447,1448,1449,1450,1452,1456,1457,1462,1463,1467,1468,1472,1473,1476,1478,1479,1481],manifold:1222,manipul:[4,38,844,1446,1453,1457,1465,1467,1468],manner:[6,24,447,595,597,1442,1448],manoj:9,mantissa:[221,417,785,860,1432,1450],manual:[1,16,18,31,33,34,36,39,844,960,961,980,1047,1048,1050,1071,1112,1113,1123,1174,1227,1248,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1431,1434,1440,1446,1450,1452,1453,1454,1457,1461,1462,1467,1478,1489],manual_se:[16,40,1432,1441,1457,1459,1469],manual_seed_al:691,map:[4,11,18,22,24,30,31,33,34,39,551,583,625,799,847,849,894,895,975,976,977,983,984,988,990,1039,1040,1041,1044,1053,1126,1127,1132,1222,1238,1311,1313,1413,1414,1435,1442,1443,1447,1451,1452,1461,1464,1467,1468,1470,1471,1472,1475,1480,1488,1489],map_arg:39,map_fn:4,map_loc:[844,847,894,1215,1429,1439,1464],map_nodes_to_valu:39,mapsto:1447,margin:[39,978,1003,1035,1046,1048,1091,1092,1121,1147,1162,1171,1204,1205,1432,1478],margin_ranking_loss:[1,1432],marginrankingloss:1162,mark:[33,38,591,592,1215,1431,1433,1447,1451,1452,1457,1464,1471,1479],mark_dirti:1452,mark_non_differenti:1452,marker:657,market:[7,8],marten:1445,martinsson:[1300,1387],mask:[31,337,338,339,340,341,473,917,956,967,988,1049,1086,1087,1088,1089,1090,1132,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1432,1441,1442],masked_fil:[1432,1441],masked_fill_:[337,1432,1441,1442],masked_scatt:1432,masked_scatter_:[339,1432],masked_select:[1432,1441],mass:22,massa:9,master:[7,36,1086,1429,1457,1470],master_addr:[18,24,34,36,1465,1470,1471],master_port:[18,24,34,36,1465,1470,1471],mat1:[57,58,483,556,809,857,929,1367,1369,1378,1432],mat2:[57,58,351,483,556,624,809,857,929,1367,1369,1378,1432],mat:[59,60,469,557,937,1317,1364,1367,1378,1432,1478],match:[1,2,4,18,21,22,33,39,98,254,256,409,410,434,435,510,559,565,589,601,602,603,657,663,664,665,690,730,739,819,841,894,917,979,987,1043,1095,1112,1113,1150,1176,1207,1215,1227,1260,1312,1398,1431,1434,1441,1447,1448,1450,1452,1457,1460,1462,1463,1464,1465,1467,1470,1476,1480,1486],materi:[594,647,1217,1218,1334,1335,1452],math:[16,39,749,919,1009,1091,1151,1300,1317,1330,1387,1431,1433,1434,1473,1474,1480],mathbb:[799,866,868,870,871,872,873,874,875,877,885,887,888,980,1050,1222],mathbf:[22,857,1223,1254,1256,1280],mathbin:[553,556,557,612,624],mathcal:[965,972,973,974,975,976,977,986,987,995,996,1013,1014,1028,1030,1058,1060,1061,1082,1323,1445,1454],mathemat:[10,39,595,596,597,598,599,600,783,799,919,960,962,963,964,1006,1007,1008,1082,1158,1195,1215,1259,1330,1434,1447,1474,1481],mathematician:1447,mathrlap:[866,870,871,872,873,885,888,1222],mathrm:[22,614,872,873,874,875,919,962,963,964,998,1006,1007,1008,1015,1057,1082,1222,1268,1269,1270,1280,1314,1474],matmul:[1,3,10,624,635,929,1094,1300,1310,1365,1386,1390,1432,1441,1450,1473],matplotlib:[926,1478],matric:[22,201,553,556,612,624,625,634,635,637,727,793,857,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,895,903,911,913,929,994,1105,1138,1222,1227,1298,1300,1310,1353,1365,1369,1386,1387,1390,1405,1406,1408,1432,1441,1454,1473],matrix:[2,3,17,22,553,556,557,558,612,614,623,624,632,634,635,636,637,650,654,722,726,727,729,738,739,793,809,857,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,892,895,903,911,913,915,918,919,921,929,935,937,986,987,1013,1094,1130,1131,1222,1227,1254,1259,1298,1299,1300,1310,1364,1365,1367,1369,1372,1373,1378,1386,1387,1390,1398,1401,1403,1405,1406,1407,1408,1409,1417,1434,1441,1442,1445,1449,1450,1452,1454,1457,1466,1467,1473,1478,1479],matrix_approximation_rank:17,matrix_exp:[1222,1432],matrix_norm:[883,892,1223,1259],matrix_pow:1432,matrix_rank:[1227,1432],matter:[2,5,8,591,727,847,849,852,1447,1464],max:[16,18,24,26,33,34,39,67,129,130,131,132,241,561,562,563,574,615,632,635,639,640,718,753,754,806,850,868,877,879,881,883,892,911,921,953,954,955,966,967,978,979,987,991,992,997,1003,1011,1012,1029,1031,1035,1036,1037,1038,1039,1040,1041,1046,1047,1048,1051,1062,1063,1070,1091,1092,1094,1102,1103,1104,1114,1122,1128,1131,1134,1135,1150,1154,1163,1164,1165,1175,1179,1183,1185,1189,1207,1219,1251,1268,1269,1270,1280,1285,1286,1294,1315,1316,1416,1431,1432,1448,1450,1453,1468,1486,1489,1490],max_1:39,max_2:39,max_:[1036,1037,1038,1223,1254],max_abs_diff:1480,max_abs_diff_idx:1480,max_bin:1478,max_ev:1271,max_idx:1393,max_indic:922,max_interv:35,max_it:1271,max_job:11,max_lr:[1287,1293],max_memory_alloc:[705,1450,1455],max_memory_cach:706,max_memory_reserv:[694,1450,1455],max_momentum:[1287,1293],max_nnod:34,max_nod:33,max_norm:[1,986,987,1130,1131,1219,1432,1446,1486],max_pool1d:[1315,1432],max_pool1d_with_indic:1432,max_pool2d:[1316,1432,1468,1486],max_pool2d_with_indic:1432,max_pool3d:1432,max_pool3d_with_indic:1432,max_queu:1478,max_rel_diff:1480,max_rel_diff_idx:1480,max_restart:[24,25,34],max_siz:[3,32,34,1450],max_split_s:700,max_split_size_mb:1450,max_unpool1d:1432,max_unpool2d:[1134,1432],max_unpool3d:[1135,1432],max_val:[1002,1145,1146,1432],max_valu:[639,1002,1432],max_work:33,maxim:[574,922,1039,1040,1041,1271,1280],maximum:[22,33,34,561,563,574,662,693,695,700,705,706,718,719,781,806,807,895,922,1002,1130,1131,1220,1285,1293,1317,1331,1432,1446,1450,1467,1468,1480,1489],maxnorm:[426,427,1331,1432],maxpool1d:[1039,1163,1166],maxpool2d:[1040,1044,1164,1167,1462,1468,1486],maxpool3d:[1041,1165,1168,1416],maxpool:[991,992,1134,1135,1462],maxunpool1d:[953,1036,1166],maxunpool2d:[954,991,1037,1167],maxunpool3d:[955,992,1038,1168],may04_22:1478,mayb:7,maybe_return_typenam:39,mean:[1,3,4,6,7,12,16,17,18,21,22,23,33,35,38,39,195,274,314,390,430,612,625,654,849,925,935,940,950,951,952,954,955,956,960,961,962,963,964,965,966,967,978,980,982,985,987,988,989,993,994,995,997,998,999,1000,1001,1002,1003,1004,1005,1006,1007,1008,1009,1010,1013,1015,1016,1017,1018,1025,1026,1027,1029,1030,1032,1033,1034,1035,1042,1046,1047,1048,1050,1051,1057,1058,1061,1062,1063,1070,1072,1073,1074,1075,1076,1078,1079,1080,1081,1082,1083,1084,1085,1091,1092,1093,1111,1112,1113,1121,1123,1124,1131,1132,1136,1147,1148,1151,1152,1156,1162,1170,1171,1172,1174,1182,1192,1193,1204,1205,1215,1260,1314,1323,1324,1381,1387,1419,1431,1432,1433,1440,1441,1442,1445,1446,1447,1450,1451,1452,1453,1454,1457,1461,1462,1463,1464,1466,1467,1468,1470,1471,1472,1473,1486],mean_di:1432,mean_dy_xmu:1432,meaning:[24,26,27],meaningless:24,meant:[19,33,35,1248,1446,1470],meantim:[960,961,978,980,1003,1009,1010,1034,1035,1046,1047,1048,1050,1057,1074,1075,1091,1112,1113,1123,1151,1174,1182],measur:[4,22,30,657,693,695,868,960,961,978,1003,1009,1010,1034,1035,1091,1092,1112,1113,1170,1294,1450,1456,1457,1463],mechan:[2,18,27,31,33,39,590,604,605,611,743,817,841,1043,1257,1350,1430,1440,1452,1456,1457,1467,1468,1470,1471],median:[4,22,121,941,1416,1432,1441],medium:7,meet:[32,866,1450],megabyt:1215,meiyu:895,member:[7,8,16,18,24,33,34,39,841,997,1043,1136,1431,1433,1434,1453,1466,1470,1480],memberidentifi:1434,membership:[8,24,33,34,1435],memcheck:1450,memo:[841,1043],memoiz:22,memor:17,memori:[2,4,6,10,17,21,22,23,39,98,103,118,120,124,138,149,151,180,195,208,238,264,270,276,278,279,330,399,422,434,435,454,455,510,528,540,577,589,602,603,605,626,641,656,673,682,683,686,689,690,693,695,696,698,699,700,701,705,706,707,711,739,740,741,742,786,787,789,841,854,877,987,1013,1014,1043,1086,1087,1088,1206,1215,1222,1248,1257,1264,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1320,1322,1324,1325,1396,1416,1428,1431,1438,1440,1442,1447,1452,1458,1465,1466,1467,1468,1470,1473,1475,1476,1477,1479,1487],memory_alloc:[1450,1455],memory_effici:854,memory_format:[103,118,120,124,133,138,149,151,180,208,238,264,270,330,434,435,455,510,641,740,741,789,841,1043,1215,1264,1320,1322,1324,1428,1432],memory_key_padding_mask:[1086,1087,1088],memory_mask:[1086,1087,1088],memory_reserv:[697,1450,1455],memory_snapshot:[1450,1455],memory_stat:[707,1450,1455],memory_summari:1450,mendoza:9,mention:[18,1429,1433,1434,1442,1450,1457,1462,1473,1477],mere:7,merg:[4,7,8,16,18,1044,1053],mesh:1478,meshgrid:1432,messag:[7,18,26,35,39,547,702,704,866,867,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1296,1429,1431,1432,1434,1435,1453,1462,1465,1470,1472,1480],message_queu:35,messmer:9,met:[885,895],meta:[275,1470,1478],metaclass:1435,metadata:[4,26,27,894,1342,1447,1452,1460,1464,1466,1470,1471,1478],metadata_head:1478,metadatatensor:1452,metal:1438,meth:2,method2:853,method:[1,4,7,11,12,16,18,19,21,22,24,25,31,33,38,39,163,164,262,371,422,423,432,433,434,451,537,574,575,576,589,591,592,593,594,684,799,839,841,842,843,844,845,849,850,852,853,854,877,894,895,921,952,960,986,1043,1044,1045,1053,1054,1071,1139,1210,1215,1223,1224,1227,1229,1231,1234,1237,1238,1239,1241,1242,1243,1244,1245,1251,1254,1266,1267,1268,1270,1280,1371,1382,1386,1429,1431,1434,1435,1438,1440,1441,1442,1445,1446,1447,1450,1452,1453,1454,1457,1458,1460,1463,1464,1467,1468,1470,1472,1476,1478,1479,1481,1488,1489],method_nam:39,methoddefinit:1434,metric:[20,693,695,700,1294,1457,1466,1478],metric_data:[25,30],metric_dict:1478,metric_group:30,metric_group_nam:30,metric_nam:30,metric_valu:30,metricdata:25,metrichandl:[25,30],michael:9,micro:1465,microbatch:1465,microsecond:4,might:[2,4,5,8,11,12,18,21,22,33,38,39,98,422,589,655,738,852,853,1139,1215,1216,1429,1431,1447,1449,1451,1452,1454,1456,1459,1462,1464,1465,1467,1470,1471,1472,1477,1479,1480],migrat:[34,926],miguel:9,mike:9,mileston:[1284,1290,1291,1295,1463],millisecond:[27,30,657],mimic:[22,1293],mimick:[10,738],min:[16,18,26,33,34,39,67,129,130,131,132,241,561,562,563,575,639,640,719,753,754,806,868,877,879,883,885,888,892,913,935,966,1029,1031,1051,1063,1070,1114,1128,1150,1154,1183,1185,1189,1207,1280,1285,1286,1294,1298,1300,1310,1386,1406,1407,1408,1409,1432,1441,1462,1468,1470,1486,1489,1490],min_:[870,871,877,888,1386,1390],min_compression_r:17,min_f:1462,min_indic:[927,1432],min_lr:[1293,1294],min_nod:33,min_run_tim:4,min_siz:[32,34],min_val:[1002,1145,1146,1432],min_valu:[639,1002],min_work:33,min_x:911,mind:[877,986,1447,1454],minfunc:1271,ming:895,mingzh:9,mingzhe09088:9,mini:[16,962,963,964,986,987,998,1003,1006,1007,1008,1015,1035,1046,1048,1082,1091,1130,1131,1150,1207,1465,1486],minibatch:[16,913,952,960,961,978,980,1003,1009,1010,1034,1035,1046,1047,1048,1050,1057,1074,1075,1091,1095,1107,1108,1109,1112,1113,1115,1116,1117,1118,1119,1120,1123,1151,1174,1182,1465,1486],minim:[2,7,575,927,1280,1294,1429,1446,1457,1458,1460,1465,1467,1489],minimum:[4,11,17,24,33,34,562,563,575,615,719,782,806,807,927,967,1002,1092,1285,1286,1293,1372,1373,1432,1454,1467,1468,1476,1489],ministri:1452,minkowski:[632,1179],minlength:[104,615,1432],minmax:1467,minmaxobserv:[1468,1489],minor:[8,675,867],minu:1474,minut:[7,18,1478],miopen_batch_norm:1432,miopen_convolut:1432,miopen_convolution_transpos:1432,miopen_depthwise_convolut:1432,miopen_rnn:1432,mirror:[4,87],misalign:1441,mise:22,mish:1432,mish_:1432,mismatch:[1,18,842,1433,1446,1451,1452,1453,1480],misnom:780,miss:[31,841,978,1006,1007,1008,1043,1461,1462,1473,1480],missing_kei:[841,1043],mistak:[1434,1453],mitig:4,mix:[11,17,22,1215,1430,1447,1449,1473],mixed_model:1464,mixin:1210,mixtur:[1,22,980,1123],mixture_distribut:22,mixture_same_famili:22,mkl:[1449,1461,1473],mkl_2020:1461,mkl_fft:1461,mkl_num_thread:1449,mkl_thread:1449,mkldnn:[512,848],mkldnn_adaptive_avg_pool2d:1432,mkldnn_convolut:1432,mkldnn_convolution_backward_weight:1432,mkldnn_cpu_runtim:1449,mkldnn_linear:1432,mkldnn_linear_backward_weight:1432,mkldnn_max_pool2d:1432,mkldnn_max_pool3d:1432,mkldnn_reorder_conv2d_weight:1432,mkldnn_reorder_conv3d_weight:1432,mlp:1210,mmap:1440,mnist:1478,mnist_train:1478,mnt:18,mobil:[1438,1467],mobile_optim:1430,mobilenetv3:[1001,1144],mobileoptimizertyp:1438,mocked_modul:1464,mod:[39,843,844,848,853,1433,1434,1464,1485,1486,1487,1489],modalmodul:1457,mode:[2,5,16,17,18,22,33,34,39,163,164,587,596,598,602,604,605,611,681,715,716,755,756,758,760,761,762,763,765,766,767,768,769,770,772,817,824,825,839,841,842,844,852,854,885,926,962,963,964,972,973,974,987,998,1006,1007,1008,1009,1015,1016,1017,1018,1025,1026,1027,1043,1059,1082,1095,1096,1115,1116,1117,1131,1139,1150,1177,1207,1208,1209,1223,1227,1257,1287,1294,1310,1349,1350,1416,1432,1438,1441,1445,1450,1451,1453,1457,1462,1466,1468,1470,1486,1489],model0:1446,model1:1446,model:[1,2,4,5,6,17,18,19,21,22,34,36,39,604,691,708,817,841,844,845,848,850,852,854,894,952,981,997,1008,1043,1049,1071,1082,1086,1088,1090,1138,1215,1216,1221,1223,1225,1238,1255,1265,1266,1267,1268,1269,1270,1271,1272,1276,1278,1279,1280,1281,1282,1287,1293,1294,1382,1431,1433,1434,1435,1438,1439,1447,1449,1450,1451,1452,1455,1457,1458,1459,1460,1462,1466,1468,1470,1471,1474,1478],model_1:1464,model_dir:[1429,1439],model_fp32:1467,model_fp32_fus:1467,model_fp32_prepar:1467,model_fp:1467,model_fus:1467,model_int8:1467,model_paramet:1463,model_prepar:1467,model_quant:1467,model_to_quant:1467,model_zoo:1430,moder:6,modestli:[11,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282],modf:1432,modif:[12,39,163,591,786,787,1215,1457,1464,1467],modifi:[1,2,16,17,18,19,21,39,201,423,591,593,594,647,648,799,838,841,843,844,856,986,1043,1086,1088,1090,1130,1131,1212,1213,1214,1215,1219,1220,1237,1238,1239,1241,1242,1243,1244,1276,1281,1285,1293,1431,1434,1441,1446,1447,1450,1452,1457,1460,1462,1464,1465,1470,1474,1477,1479,1489],modified_tensor:844,modl:22,modul:[1,2,4,6,10,11,18,25,27,30,33,34,423,540,604,690,817,839,841,842,843,844,845,846,847,848,849,850,852,853,854,894,952,956,962,963,964,965,972,973,974,975,976,977,981,982,983,984,986,987,988,998,1006,1007,1008,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1044,1045,1053,1054,1059,1071,1076,1082,1086,1130,1131,1203,1210,1215,1216,1222,1223,1224,1225,1226,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1240,1241,1242,1243,1244,1245,1246,1247,1248,1251,1253,1254,1256,1342,1429,1430,1435,1438,1440,1442,1446,1449,1450,1451,1453,1456,1458,1459,1461,1462,1463,1465,1466,1468,1470,1474,1478,1480,1481,1482,1483,1484,1485,1486,1487,1488,1489],modular:[1,1446],module1:1450,module2:1450,module3:1450,module_allow:1464,module_cl:[1253,1470],module_kwarg:1203,module_nam:[18,39,1464],module_qualified_nam:39,moduledict:[1222,1223,1433,1457],modulelist:[1071,1457],moduleobj:1434,modules_to_fus:1489,moduletyp:[1434,1464],modulo:[4,22,783,1330],modulu:[783,869,886,1330],moment:[2,598,650,1268,1269,1270,1272,1278,1282,1438,1440,1466,1467,1470,1486],momentum:[962,963,964,1006,1007,1008,1016,1017,1018,1025,1026,1027,1082,1110,1149,1272,1279,1281,1287,1293,1294,1432,1457,1463,1483,1486],momentum_decai:1272,monitor:[18,24,34,35,657,1294,1450,1455],monitor_interv:[24,25],monitored_barri:18,monitoredbarri:18,monoton:[22,628,1042,1169,1345],mont:22,moor:[875,884],more:[1,2,4,5,8,10,11,12,13,15,16,17,18,19,22,24,25,29,32,33,34,35,39,98,195,196,254,428,430,433,449,474,541,573,577,584,585,586,589,590,593,601,602,603,604,605,611,615,623,626,628,634,635,637,657,658,673,693,695,696,698,699,700,701,705,706,707,711,722,728,736,739,742,743,755,756,758,760,775,776,777,778,799,808,817,826,828,829,841,853,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,895,898,901,903,914,941,952,956,961,966,967,972,973,974,975,976,977,986,987,988,1004,1013,1043,1049,1055,1056,1057,1058,1070,1082,1105,1114,1115,1116,1117,1118,1119,1120,1124,1128,1130,1131,1139,1142,1143,1144,1145,1150,1154,1158,1159,1169,1176,1183,1184,1185,1187,1189,1190,1191,1194,1195,1196,1197,1198,1199,1200,1201,1206,1207,1208,1209,1210,1215,1216,1222,1224,1225,1257,1258,1259,1298,1309,1310,1336,1342,1345,1350,1365,1368,1386,1390,1403,1405,1416,1423,1429,1431,1433,1434,1439,1440,1441,1442,1443,1445,1447,1449,1450,1452,1453,1454,1455,1456,1457,1460,1462,1463,1464,1465,1466,1467,1471,1472,1473,1476,1477,1478,1479,1480,1481,1488,1490],more_img:1442,moreov:[447,1215],most:[2,4,5,7,12,16,18,21,22,24,25,32,33,35,36,38,39,434,540,591,592,593,602,604,608,710,722,739,817,826,839,842,930,952,1139,1215,1227,1276,1403,1429,1431,1433,1434,1436,1440,1442,1447,1450,1452,1458,1459,1463,1466,1467,1470,1471,1472,1473,1476,1478,1480],mostli:[7,22,839,1450,1488],motiv:[7,39,1457,1471],moto:9,moustapha:952,move:[2,6,18,39,454,514,759,841,847,891,894,932,962,963,964,1016,1017,1018,1043,1082,1177,1217,1218,1279,1433,1438,1439,1440,1442,1450,1453,1457,1458,1463,1465,1467,1470,1475,1480,1489],moveaxi:1432,movedim:[891,931,1432,1477],movement:1477,moviepi:1478,movingaverageminmaxobserv:[1468,1489],movingaverageperchannelminmaxobserv:[1468,1489],mp_queue:35,mpi:[18,1215],mpl_toolkit:926,mplot3d:926,mro:1435,mrshenli:9,mruberri:9,mse_loss:[1,1432],mseloss:[1004,1074,1170,1450,1451],msg:[702,704,1480],msort:1432,msys2:1461,mthrok:9,mu_:1272,mu_i:[654,1272],mu_t:1272,mu_x:654,much:[1,5,7,8,12,16,17,98,589,596,601,870,871,888,895,987,1215,1238,1293,1431,1447,1450,1454,1457,1460,1464,1465,1470,1471,1473],mul:[2,39,357,819,936,1431,1432,1434,1441,1452,1462,1471,1473,1476,1486],mul_:[10,1432,1441,1473],mul_scalar:1486,mulbackward0:[596,599,600],mulconst:1452,mult:16,multi:[5,24,33,34,691,708,739,759,841,961,981,995,1013,1043,1046,1047,1048,1058,1086,1088,1095,1215,1431,1434,1449,1450,1457,1459,1470,1473,1476,1479,1481],multi_dot:[1,634],multi_head_attention_forward:1432,multi_margin_loss:[1,1432],multicast:18,multidimension:[819,1006],multidimenson:892,multigammaln:[938,1474],multihead:[1049,1088],multihead_attn:1049,multiheadattent:[1086,1088,1090,1467],multilabel_margin_loss:[1,1432],multilabel_soft_margin_loss:1432,multilabelmarginloss:1172,multilabelsoftmarginloss:1173,multilay:[995,1013],multilin:1478,multimarginloss:1171,multinomi:1432,multipl:[1,2,3,4,16,17,18,19,22,23,26,33,35,38,39,256,447,553,555,556,561,562,574,575,632,634,650,654,663,664,665,736,739,787,793,808,809,853,858,859,872,873,874,882,887,890,891,918,922,927,929,960,961,975,976,977,978,980,987,990,1003,1009,1010,1031,1034,1035,1046,1047,1048,1050,1057,1074,1075,1091,1094,1112,1113,1123,1131,1151,1174,1182,1215,1229,1230,1231,1232,1233,1234,1235,1236,1280,1288,1289,1290,1291,1292,1296,1298,1364,1369,1373,1397,1398,1405,1416,1423,1429,1433,1434,1440,1441,1442,1447,1449,1451,1454,1456,1457,1458,1459,1460,1461,1462,1463,1464,1466,1467,1470,1471,1472,1473,1489],multiplex:1470,multipli:[1,254,360,447,552,553,554,555,556,557,558,612,624,711,722,739,799,809,860,870,871,875,880,882,884,888,890,918,929,934,937,960,972,973,974,977,995,1013,1095,1096,1097,1150,1207,1208,1209,1227,1284,1290,1292,1298,1364,1367,1369,1378,1382,1383,1386,1403,1432,1441,1450,1454,1457,1473,1474,1486],multiply_:1432,multiprocess:[16,18,19,20,24,26,34,981,1215,1430,1442,1451,1471],multiprocesscontext:31,multiprocessing_context:16,multisteplr:1463,multithread:[1450,1470],multivari:[22,1474],multivariate_norm:22,must:[1,4,11,16,18,21,22,24,31,34,35,38,39,40,49,87,101,102,139,201,254,256,336,338,340,447,473,474,495,540,553,554,555,556,557,558,563,582,587,588,594,596,598,599,600,602,603,612,614,616,618,619,621,624,628,631,645,654,655,657,661,662,663,665,690,727,729,730,732,735,736,739,760,765,766,767,768,769,776,777,787,790,791,799,808,811,819,841,849,852,859,862,882,883,884,890,891,895,914,916,917,918,925,932,935,941,948,961,967,972,973,974,975,976,977,981,986,987,990,997,1004,1036,1043,1046,1049,1074,1080,1113,1122,1124,1131,1150,1215,1238,1248,1249,1253,1259,1291,1293,1299,1300,1304,1307,1315,1316,1337,1345,1352,1382,1387,1393,1397,1398,1407,1409,1416,1420,1421,1423,1425,1431,1432,1433,1434,1440,1441,1442,1445,1446,1447,1448,1450,1451,1452,1455,1458,1460,1462,1464,1465,1467,1468,1469,1470,1471,1472,1473,1474,1475,1480,1486,1488],mutabl:[24,852,1431,1464,1478],mutat:[39,844,1464,1479,1489],mute:1429,mutex:1447,mutual:[16,18,24],mvlgamma:[363,1432],mvlgamma_:1432,mvn:22,my_add:[1471,1488],my_api:1456,my_app:30,my_byt:1464,my_class_inst:1464,my_const:1431,my_constraint:22,my_custom_axis_nam:1462,my_custom_funct:39,my_dict:[1431,1433],my_experi:1478,my_export:1464,my_externed_modul:1464,my_factori:22,my_funct:1464,my_imag:1478,my_image_batch:1478,my_image_hwc:1478,my_int:[1431,1433],my_interned_modul:1464,my_launch:25,my_lib:1461,my_lib_add_backward_cuda:1461,my_lib_add_forward_cuda:1461,my_list:1433,my_lstm:1453,my_mesh:1478,my_method:30,my_metr:30,my_mocked_modul:1464,my_model:[1215,1431],my_modul:[30,39,1431,1464],my_module_inst:1431,my_module_transform:39,my_pacakg:1464,my_packag:1464,my_paramet:1433,my_pass:39,my_pickl:1464,my_qconfig:1489,my_registri:22,my_resourc:1464,my_run_id:33,my_script_add:1470,my_script_modul:[1431,1433],my_scripted_model:1431,my_str:1464,my_submodul:1433,my_subpackag:1464,my_subsubpackag:1464,my_tensor:1464,my_test:1464,my_transform:22,my_variable_nam:1433,myclass:[1434,1464],myclip:1462,myconstraint:22,myconstraintclass:22,mycpuorg:9,mycustomtrac:39,myeventhandl:25,myfloat32func:1446,myfunc:2,myiterabledataset:16,mylinear:1457,mymetrichandl:25,mymm:1446,mymodel:[1434,1446,1458,1489],mymodul:[39,844,845,846,849,850,854,1044,1045,1053,1054,1431,1433,1434,1453,1460,1470],mymodule2:844,myobject:1464,mypi:[828,1433,1434],mypyannot:1434,myrelu:1462,myrendezvoushandl:25,myscriptmodul:1431,myspecialsubmodul:39,mytransform:22,mytupl:1434,myzip:1464,n_0:1175,n_bin:1432,n_class:952,n_epoch:16,n_fft:[289,485,838,1382,1432],n_frame:838,n_i:[957,958,959,972,973,974,1036,1037,1038,1091,1092],n_iter:1478,n_k:1175,n_power_iter:[1223,1254],n_t:995,nabla_:[1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],nair:9,naiv:[16,1465],name:[2,4,11,17,18,22,24,26,27,30,31,33,39,563,608,676,780,841,842,847,849,853,867,870,871,877,885,886,888,894,911,1043,1093,1222,1223,1224,1226,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1240,1241,1242,1243,1244,1245,1246,1247,1254,1256,1342,1348,1417,1429,1430,1431,1432,1434,1435,1439,1440,1445,1447,1451,1452,1454,1456,1457,1462,1464,1465,1466,1470,1471,1475,1478,1480,1486,1489,1490],named_buff:[841,1043,1457,1460],named_children:[841,1043,1457],named_flat_img:1442,named_img:1442,named_modul:[39,841,1043,1457],named_paramet:[841,844,1043,1457,1460],named_tensor:1442,namedshap:[1093,1442],namedtensor:[1093,1442],namedtupl:[16,39,718,719,738,793,841,850,858,876,911,922,925,927,930,941,952,1043,1300,1310,1365,1366,1386,1390,1400,1405,1431,1433,1434],nameerror:1434,names_ag:839,namespac:[1,39,715,1431,1435,1452,1457,1462,1465,1468,1480,1488],nan:[1,2,22,364,365,551,553,556,557,558,560,563,564,579,583,612,628,781,782,783,830,831,833,834,886,896,898,903,923,924,928,939,940,941,942,943,1139,1219,1304,1341,1345,1375,1405,1432,1446,1474,1480],nan_to_num:[365,1432],nan_to_num_:1432,nanmean:[924,1432],nanmedian:[1432,1441],nanni:26,nanquantil:1432,nansum:1432,narrow:[371,1432,1434,1441,1477],narrow_copi:[1432,1473],nasdaq:1478,natalia:9,nathan:[1300,1387],nativ:[1,10,17,39,849,1431,1434,1440,1464,1470],native_batch_norm:1432,native_group_norm:1432,native_layer_norm:1432,native_norm:[1432,1473],natur:[5,7,10,18,22,602,603,865,869,886,896,898,952,1454,1473,1474],nbatch:[960,961],nbcsm:9,nccl2:1215,nccl:[17,19,34,1215,1455],nccl_async_error_handl:[18,1450],nccl_blocking_wait:18,nccl_debug:18,nccl_debug_subsi:18,nccl_ib_timeout:18,nccl_nthread:18,nccl_socket_ifnam:18,nchannel:1051,nchw:[1314,1478],ndarrai:[394,578,786,1372,1373,1396,1462,1480],ndata:1452,ndigit:1434,ndim:[891,1441,1473],ndimens:1441,ndtr:1474,ndtri:1474,ne_:1432,nearbi:[753,754],nearest:[1095,1097,1139,1150,1207,1209,1468,1486],nearli:[98,589,601,1300,1458,1470],necessari:[1,2,4,11,16,24,33,34,38,40,489,514,594,816,850,1249,1250,1431,1434,1442,1445,1447,1448,1450,1451,1455,1457,1461,1464,1467,1470,1471,1472,1476],necessarili:[3,17,18,22,24,33,407,738,871,885,892,925,980,1050,1450,1452],need:[1,2,4,6,7,8,11,12,16,17,18,19,21,22,25,26,31,33,34,36,39,98,195,407,430,434,577,587,589,591,592,601,625,626,634,684,696,727,729,739,742,760,778,841,917,935,986,1039,1040,1041,1043,1049,1086,1088,1090,1115,1116,1117,1206,1215,1227,1229,1233,1235,1260,1327,1332,1367,1369,1379,1390,1403,1430,1431,1433,1434,1438,1440,1442,1447,1449,1450,1452,1453,1454,1456,1458,1459,1460,1461,1462,1463,1464,1465,1467,1470,1471,1472,1475,1476,1480,1483,1488,1489],need_weight:[1049,1432],needlessli:1450,needs_input_grad:[587,1452],needsinput:1456,neeraj:9,neerajprad:9,neg:[10,11,16,18,22,35,39,40,377,379,564,615,652,658,670,675,676,700,710,755,756,757,758,759,760,770,771,772,778,787,831,833,835,880,903,916,935,939,952,961,988,997,1029,1036,1037,1038,1046,1050,1057,1074,1091,1092,1132,1136,1139,1141,1150,1154,1174,1182,1204,1205,1207,1304,1335,1362,1370,1398,1406,1407,1408,1409,1415,1431,1432,1441,1445,1447,1462,1469,1473,1474],neg_1:39,neg_:[1432,1441,1473],negat:[1335,1434],negative_:[1432,1473],negative_binomi:22,negative_id:1092,negative_slop:[1029,1154,1155,1432,1445],negin:9,neginf:[364,365,939,1432],neginraoof:9,neglig:[2,851],negoti:[8,1470],negsigmswapinterpret:39,negsigmswapxform:39,neighbor:[799,838,1095,1097,1382,1468],neighborhood:[990,1094],neighbour:[1031,1209,1486],neither:[16,18,593,722,778,1259,1403,1452,1470],nelement:[1047,1075],nep:1452,neq:[870,871,888,945,1046,1048,1266,1267,1268,1270,1272,1278,1279,1281,1285,1386,1390],ness:34,nest:[1,2,6,39,514,597,703,704,841,843,852,1043,1462,1470],nesterov:[1272,1281],net:[1,12,24,39,841,852,853,981,1043,1215,1238,1286,1433,1434,1446,1447,1450,1457,1478],net_b:[841,1043],net_c:[841,1043],netlifi:7,network:[1,2,7,12,21,22,33,690,841,852,853,956,962,963,964,967,975,976,977,981,982,983,984,988,997,1013,1043,1050,1055,1056,1061,1070,1072,1082,1086,1088,1090,1105,1138,1139,1191,1210,1223,1225,1251,1254,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1287,1293,1431,1433,1434,1445,1446,1459,1462,1463,1471,1472,1489],neural:[7,12,39,956,967,982,988,997,1042,1043,1050,1055,1056,1070,1072,1086,1088,1090,1169,1191,1225,1279,1287,1293,1431,1433,1434,1445,1450,1462],neural_networks_tutori:1457,neurip:[17,22],neuron:982,never:[2,6,7,17,18,33,34,163,164,632,838,894,1215,1248,1447,1450,1452,1464,1465,1470,1480],nevertheless:[1434,1472],new_:[1450,1479],new_bn:1460,new_data:1462,new_empti:1432,new_empty_strid:1432,new_factor:1,new_file_byt:1464,new_ful:[1432,1450],new_grad_input:1457,new_graph:39,new_group:[18,1082],new_input:39,new_interv:1,new_lr:1294,new_m:1460,new_net:1457,new_nod:39,new_on:1432,new_scal:1,new_stat:[40,712,713,1354,1469],new_strategi:1440,new_styl:1478,new_tensor:1450,new_zero:1432,newer:[3,11,1254,1449,1450,1460,1464],newest:11,newli:[7,39,753,754,986,987,1312,1313],newtyp:[1433,1434],next:[4,16,18,22,33,39,489,844,948,996,1009,1014,1060,1151,1215,1440,1446,1447,1449,1457,1458,1462,1465,1466,1470,1471,1476,1478],next_layer_fp32:1467,next_layer_int8:1467,next_rendezv:33,next_stat:22,nextaft:[387,1432],nextafter_:1432,nfs:18,ngimel:9,nhead:[1086,1087,1088,1089,1090],nhwc:[1476,1478],nice:[972,973,974,975,976,977,990,1036,1037,1038,1094,1442,1447,1464],nichola:22,niederreit:1317,nielsen:22,niki:[1086,1088,1090],nikita:9,ninja:[11,1461],niter:[895,1300,1387],nix:997,nll:1050,nll_loss2d:1432,nll_loss:[1,1432],nll_loss_nd:1432,nllloss:[980,1009,1076,1174,1194,1416],nlp:[17,1006,1007,1008,1015],nn_func:1452,nn_module_inst:1431,nnode:[18,32,34],nnq:1489,nnz:[473,513,602,1369,1371,1372,1373,1473],no_grad:[6,590,604,743,817,841,986,1043,1457,1481],no_sync:1215,noam:[1086,1088,1090],noarch:1461,nochunk:1465,nock:22,node1:[32,34],node:[18,24,26,32,33,34,39,690,967,981,1215,1438,1450,1462,1464,1465,1470,1471,1472],node_copi:39,node_rank:18,nodeproto:1462,nodes_map:39,nois:[4,1432,1459],noisi:4,nola:838,nomin:1433,non:[1,2,4,6,11,15,18,19,22,24,26,33,35,36,38,40,98,274,439,447,474,564,566,587,589,592,594,602,603,615,628,631,635,647,648,653,700,781,782,787,819,841,843,851,852,853,870,871,888,895,905,913,918,924,935,940,941,957,958,959,973,974,976,977,980,995,1012,1013,1036,1037,1038,1039,1040,1041,1042,1043,1046,1048,1049,1050,1058,1060,1074,1086,1123,1141,1169,1174,1214,1215,1258,1345,1346,1356,1372,1373,1398,1413,1429,1431,1433,1434,1436,1440,1445,1448,1452,1453,1457,1459,1462,1465,1466,1469,1470,1472,1473,1474,1476,1477,1478,1480,1486,1487,1488,1489],non_block:[139,151,510,528,841,1043,1248,1432,1450,1475],non_leaf_module_list:1489,noncontigu:[603,1480],nondet_tol:[602,603],nondetermin:[39,603,1459],nondeterminist:[39,254,256,449,615,858,967,972,973,974,975,976,977,1115,1116,1117,1118,1119,1120,1124,1131,1139,1150,1177,1207,1208,1209,1416],none:[1,2,4,11,16,17,18,19,21,22,24,26,30,31,33,35,38,39,63,65,66,67,69,83,84,98,101,102,104,121,129,130,131,132,147,148,151,154,155,156,157,170,175,176,177,178,199,227,231,242,274,289,291,314,345,347,348,349,352,358,364,365,366,367,368,369,381,382,383,384,385,389,390,406,415,417,423,429,438,447,451,467,481,482,485,494,510,515,528,533,534,548,549,550,551,552,553,554,555,556,557,558,559,561,562,563,564,565,566,567,568,569,570,571,572,574,575,578,579,580,581,582,583,587,589,593,594,596,598,599,600,601,602,603,612,613,614,615,616,617,618,619,620,621,622,624,628,631,633,634,635,636,637,639,640,642,645,646,648,649,651,652,653,654,655,656,657,658,659,661,663,664,665,668,669,670,675,676,682,689,693,694,695,696,697,698,700,701,705,706,707,711,714,716,717,718,719,720,721,722,723,726,730,731,733,734,735,737,738,740,741,742,744,746,747,748,749,750,751,752,755,756,757,758,759,760,761,762,763,764,765,766,767,768,769,770,771,772,773,778,779,780,781,782,783,784,785,788,789,790,791,792,793,794,799,800,801,802,803,804,805,806,807,809,810,811,812,813,814,816,819,820,835,836,838,840,841,844,847,849,850,852,853,856,857,858,859,860,861,862,863,864,865,866,867,868,869,870,871,872,873,874,875,876,877,878,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,894,895,896,897,898,899,900,901,902,904,905,906,907,908,909,910,911,912,913,914,915,917,918,920,921,922,923,924,925,926,927,928,929,930,933,934,935,936,937,938,939,940,941,942,943,945,946,947,948,950,951,952,954,955,957,958,959,960,961,962,963,964,965,967,972,973,974,975,976,977,978,980,981,986,987,989,991,992,996,997,998,1002,1003,1004,1006,1007,1008,1009,1010,1011,1012,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1033,1034,1035,1036,1037,1038,1039,1040,1041,1043,1044,1045,1046,1047,1048,1049,1050,1051,1053,1054,1057,1059,1060,1074,1075,1076,1078,1082,1086,1087,1088,1089,1090,1091,1092,1093,1095,1096,1097,1105,1107,1108,1109,1110,1111,1112,1113,1115,1116,1117,1118,1119,1120,1121,1123,1124,1130,1131,1136,1139,1140,1147,1149,1150,1151,1152,1153,1156,1158,1160,1161,1162,1166,1167,1168,1170,1171,1172,1173,1174,1175,1179,1182,1192,1193,1194,1195,1203,1204,1205,1207,1208,1209,1212,1213,1214,1215,1216,1217,1218,1222,1223,1226,1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242,1248,1251,1252,1254,1256,1258,1259,1260,1261,1263,1264,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1298,1299,1300,1303,1304,1305,1307,1308,1310,1311,1314,1317,1318,1319,1320,1321,1322,1323,1324,1325,1326,1329,1330,1331,1332,1337,1339,1340,1341,1345,1353,1356,1357,1358,1359,1360,1361,1362,1365,1366,1368,1370,1371,1372,1373,1375,1376,1377,1378,1379,1380,1381,1382,1383,1384,1385,1386,1387,1390,1393,1394,1395,1396,1398,1400,1403,1405,1406,1407,1408,1409,1410,1411,1413,1414,1417,1418,1419,1420,1424,1426,1427,1428,1429,1431,1433,1434,1435,1438,1439,1440,1441,1442,1445,1447,1450,1452,1457,1458,1460,1462,1464,1465,1466,1467,1469,1470,1474,1475,1478,1480,1483,1485,1486,1488,1489],nonetyp:[1432,1434],nonexist:[39,1433,1434],nonfinit:830,nonlinear:[960,978,1003,1058,1060,1070,1445,1473,1487],nonlinearli:7,nonloc:1435,nonmask:1234,nonneg:[22,1092,1300,1387,1474],nonnegative_integ:22,nontrivi:[18,1450],nonzero:[2,838,904,906,907,913,1425,1432],noop:[17,1215],noop_hook:17,noopobserv:[1468,1489],noordhui:9,noplot:7,noqa:33,nor:[16,18,24,593,870,871,888,1215,1259,1309,1386,1452,1462],noreturn:[1433,1434],norm:[1,22,39,632,732,755,756,758,760,761,762,763,765,766,767,768,769,770,772,868,870,877,879,884,892,911,914,915,986,987,1034,1052,1087,1088,1089,1090,1091,1130,1131,1175,1179,1219,1223,1232,1233,1238,1241,1242,1254,1256,1270,1331,1432,1436,1446,1454,1457,1482],norm_except_dim:1432,norm_first:[1086,1088,1090],norm_typ:[986,987,1011,1012,1130,1131,1160,1161,1219,1432,1486],normal:[1,2,17,21,33,39,275,289,314,390,485,654,738,755,756,758,760,761,762,763,765,766,767,768,769,770,772,807,838,841,845,870,900,956,962,963,964,983,984,988,998,1006,1007,1008,1015,1025,1026,1027,1031,1070,1082,1086,1087,1088,1089,1090,1110,1139,1140,1149,1153,1157,1219,1220,1223,1238,1246,1247,1254,1256,1279,1294,1314,1323,1324,1331,1382,1416,1429,1431,1432,1436,1441,1445,1447,1450,1462,1464,1470,1474,1478,1480,1481,1490],normal_:[1432,1441,1445,1450,1481],normalis:1445,normalize_to_only_use_kwarg:39,normalized_argu:39,normalized_shap:[1015,1153,1432,1486],not_equ:[392,1432],not_equal_:1432,not_test:1434,notabl:1434,notat:[739,1353,1435,1457,1479],notatensor:1488,note:[2,3,4,6,10,11,12,15,16,17,18,22,23,24,31,33,34,35,38,39,98,163,314,434,435,447,449,566,582,589,595,596,597,598,599,600,601,603,634,655,716,722,727,739,760,787,790,799,828,838,839,841,842,846,893,895,909,918,960,961,967,975,976,977,978,980,986,987,995,997,1003,1009,1010,1013,1034,1035,1043,1044,1046,1047,1048,1049,1050,1053,1057,1058,1074,1075,1082,1086,1091,1112,1113,1123,1130,1131,1139,1150,1151,1174,1177,1182,1195,1210,1215,1259,1279,1285,1287,1293,1294,1310,1317,1367,1369,1371,1373,1378,1382,1386,1403,1416,1429,1431,1432,1435,1440,1443,1447,1448,1449,1451,1452,1454,1455,1456,1457,1458,1459,1460,1464,1466,1467,1468,1471,1472,1473,1477,1478,1486,1489,1490],notebook:7,noth:[7,11,24,39,684,1227,1431,1433,1472],notic:[2,18,34,759,769,960,1095,1284,1285,1290,1291,1296,1430,1431,1447,1473],notifi:[8,19,34,1472],notify_join_context:19,notimpl:[1434,1435,1452],notimplementederror:[22,1464],notion:[16,602,962,963,964,1006,1007,1008,1082],now:[2,6,18,30,34,35,39,163,431,594,601,663,705,706,795,844,852,1059,1095,1210,1227,1238,1271,1347,1431,1441,1442,1446,1447,1448,1450,1451,1452,1457,1462,1464,1471,1472,1473,1488],nproc:[18,31,1440,1451,1471],nproc_per_nod:[18,25,32,34],nproc_per_process:24,nse:[473,1473],nsight:1450,nuanc:7,nuc:[868,879,883,892,1233,1242,1259],nuclear:[868,879,883,1259],nuclear_norm:1432,nulleventhandl:25,nullmetrichandl:30,nullmetricshandl:30,num:[33,935,995,998,1013,1049,1058,1486],num_alloc_retri:700,num_averag:1463,num_batches_track:1460,num_channel:[998,1442,1486],num_class:[1176,1432],num_col:17,num_decoder_lay:1086,num_direct:[995,1013,1058],num_embed:[986,987,1131,1486],num_encoder_lay:1086,num_featur:[841,962,963,964,1006,1007,1008,1016,1017,1018,1025,1026,1027,1043,1082,1141,1457,1486],num_gpus_you_hav:18,num_group:[998,1140,1432,1486],num_head:[1049,1432],num_kei:18,num_lay:[995,1013,1058,1059,1087,1089,1432,1457],num_nod:[32,34],num_nodes_wait:33,num_oom:700,num_paramet:1051,num_parameter_tensor:18,num_proc:1446,num_process:1458,num_replica:16,num_row:17,num_sampl:[16,358,935,1432],num_thread:4,num_threshold:1478,num_train:34,num_work:[16,24,1459,1461],num_worker_thread:1470,number:[1,2,3,4,5,6,7,11,16,17,18,21,22,24,31,32,33,34,36,39,40,102,121,160,173,195,254,290,314,336,340,382,407,409,410,417,428,432,434,447,449,472,474,475,487,513,514,532,540,552,553,554,555,556,557,558,564,566,588,602,612,614,615,624,626,630,638,639,643,649,653,654,662,671,679,680,691,692,700,708,709,712,713,730,733,735,738,739,740,744,752,778,780,783,787,789,790,792,796,797,798,799,802,806,807,816,818,839,841,857,860,861,868,870,877,881,895,900,912,916,925,934,935,939,943,945,949,950,951,952,953,954,955,957,958,959,960,961,965,966,967,968,972,973,974,975,976,977,978,979,980,981,985,986,989,990,991,992,993,994,995,996,997,998,999,1000,1001,1002,1003,1004,1005,1009,1010,1013,1014,1019,1020,1021,1022,1023,1024,1029,1030,1032,1033,1034,1035,1036,1037,1038,1042,1043,1046,1047,1048,1049,1050,1051,1057,1058,1060,1061,1062,1063,1070,1072,1073,1074,1075,1076,1078,1079,1080,1081,1083,1084,1085,1086,1087,1088,1089,1090,1091,1092,1093,1094,1107,1108,1109,1111,1112,1113,1115,1116,1117,1118,1119,1120,1123,1124,1130,1131,1134,1135,1140,1151,1153,1156,1174,1176,1182,1210,1215,1223,1227,1232,1233,1235,1236,1238,1241,1242,1243,1244,1248,1249,1250,1252,1254,1258,1259,1260,1262,1263,1271,1284,1285,1286,1287,1290,1291,1293,1294,1300,1303,1307,1317,1319,1320,1321,1323,1324,1325,1330,1332,1333,1336,1337,1338,1346,1347,1349,1351,1352,1353,1354,1367,1372,1373,1378,1379,1382,1383,1387,1397,1398,1399,1407,1409,1413,1414,1417,1420,1421,1422,1427,1430,1432,1433,1434,1435,1436,1440,1442,1445,1448,1450,1452,1454,1457,1460,1462,1463,1464,1465,1466,1469,1470,1471,1473,1474,1475,1476,1478,1479,1480,1481,1486,1489,1490],number_of_el:1480,number_of_vertic:1478,number_per_run:4,numel:[380,642,654,766,826,1432,1441,1447,1473],numer:[1,16,22,554,602,603,628,844,852,853,868,870,871,875,877,880,881,884,887,888,890,910,913,921,961,962,963,964,998,1006,1007,1008,1015,1016,1017,1018,1025,1026,1027,1076,1079,1082,1151,1158,1194,1196,1223,1254,1266,1267,1268,1269,1270,1272,1278,1279,1282,1314,1345,1386,1434,1435,1438,1450,1452,1462,1467,1474,1479,1490],numpi:[16,384,428,559,560,565,578,591,733,735,736,739,757,774,775,776,777,781,782,786,808,867,868,876,879,882,883,885,888,889,892,926,931,1304,1329,1330,1332,1347,1353,1372,1373,1386,1388,1389,1393,1396,1397,1399,1420,1423,1448,1452,1459,1461,1464,1476,1477,1478,1479,1480,1490],nvcc:[11,678],nvidia:[2,18,673,696,1416,1450,1453,1455,1459,1461,1481],nvlink:1470,nvprof:[2,5,606,1450],nvtx:[2,5],nvvp:2,nyquist:[757,759,765,769,770,771,772],o_t:1013,obermey:9,obj:[18,39,672,827,828,846,850,1342,1461,1464],object:[1,2,4,6,16,17,18,19,21,22,23,24,26,33,35,38,39,40,149,151,528,608,610,672,682,716,739,774,787,827,828,841,846,847,849,850,852,853,868,879,883,892,894,895,916,926,981,983,984,988,1006,1007,1008,1043,1082,1215,1225,1240,1249,1250,1253,1265,1266,1267,1268,1269,1270,1271,1272,1274,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1342,1429,1433,1434,1435,1438,1439,1440,1443,1447,1449,1450,1452,1453,1454,1456,1458,1459,1460,1461,1462,1463,1469,1470,1472,1475,1476,1478,1480,1488,1490],object_gather_list:18,object_list:18,obscur:11,observ:[1,17,24,33,650,654,926,960,961,962,963,964,978,980,1003,1006,1007,1008,1009,1010,1034,1035,1046,1047,1048,1050,1057,1074,1075,1082,1091,1112,1113,1123,1151,1174,1182,1446,1447,1456,1467,1468],observed_to_quantized_custom_module_class:1489,observedcustommodul:1489,observer_en:1489,observer_kwarg:1489,observer_non_leaf_module_list:1489,observer_on:1432,observerbas:1489,obtain:[4,16,18,22,26,38,39,431,609,793,921,967,1050,1124,1215,1300,1317,1387,1434,1440,1441,1449,1463,1466,1467],obviou:[1453,1472],obvious:7,occas:[2,7,1447],occasion:[1450,1473],occupi:[693,696,705,1031,1157,1450,1455,1490],occur:[1,10,16,26,27,33,139,256,702,838,843,967,1082,1124,1259,1433,1442,1446,1450,1453,1462,1470,1472,1477,1488],occurr:[839,925,1248,1413,1414],oct:1432,octob:700,odd:[22,760,766,767,768,1115,1116,1117],odict_kei:1241,odot:1013,off:[2,7,11,18,24,39,611,613,622,703,803,804,838,852,957,958,959,961,1036,1037,1038,1139,1177,1350,1449,1450,1451,1453,1456,1466,1467,1468,1470,1471],offer:[18,1450,1455,1464],offici:[8,18,952],offlin:849,offset:[21,24,167,168,169,278,451,487,577,727,728,729,787,987,1131,1215,1312,1313,1407,1409,1432,1434,1467,1486],offset_:1434,often:[1,5,7,11,16,18,22,39,98,589,601,852,883,930,986,1006,1007,1008,1009,1105,1113,1123,1130,1139,1210,1222,1294,1434,1447,1450,1453,1456,1457,1459,1462,1464,1470,1478],okai:1464,old:[18,39,1264,1294,1342,1428,1431,1447,1452,1461,1478],old_input:39,older:[11,1450,1460,1464],omagma:1461,omega:1382,omit:[6,11,18,34,769,770,772,997,1057,1461,1462,1470,1480],omkl:1461,omp:1449,omp_num_thread:1449,on_trace_readi:1466,onc:[1,2,7,12,16,17,18,19,21,22,23,25,26,33,38,39,591,592,593,595,597,739,841,844,894,981,1043,1215,1225,1227,1291,1294,1310,1351,1355,1431,1434,1438,1440,1446,1447,1449,1450,1452,1454,1456,1457,1462,1463,1464,1478],once_differenti:[591,592,594,1452],one:[1,2,4,5,6,7,10,11,12,16,17,18,19,21,22,24,26,30,31,33,35,36,38,39,98,163,195,290,422,447,451,474,489,563,577,584,589,590,591,597,604,605,611,615,626,628,638,642,658,661,665,708,728,739,742,743,755,756,758,760,761,762,763,765,766,767,768,769,771,774,778,781,782,799,808,817,821,823,826,844,848,856,857,867,868,871,876,877,879,883,885,887,888,892,893,909,918,923,928,935,941,952,957,960,961,962,963,964,967,972,975,976,977,987,991,992,997,1006,1007,1008,1010,1011,1012,1022,1023,1024,1034,1043,1047,1082,1095,1105,1115,1118,1119,1120,1134,1135,1136,1141,1176,1206,1210,1215,1216,1221,1223,1224,1228,1238,1249,1255,1256,1257,1258,1259,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1283,1289,1291,1292,1293,1312,1313,1345,1350,1353,1356,1373,1377,1386,1397,1402,1403,1415,1416,1430,1431,1434,1438,1440,1441,1442,1447,1448,1449,1450,1451,1452,1454,1456,1457,1458,1459,1461,1462,1463,1464,1465,1470,1472,1473,1474,1475,1476,1478,1479,1480,1486],one_hot:[22,1432],one_hot_categor:22,onehot:22,ones:[2,16,18,22,38,39,98,195,254,340,381,382,384,449,577,589,596,598,599,600,601,602,604,614,626,722,742,752,817,838,841,850,857,894,961,986,990,997,998,1015,1043,1047,1048,1050,1094,1206,1210,1215,1229,1230,1231,1232,1233,1234,1235,1236,1238,1239,1252,1264,1314,1331,1399,1403,1425,1432,1434,1436,1441,1442,1447,1448,1450,1452,1459,1462,1463,1464,1467,1470,1472,1474,1476,1479],ones_:1445,ones_lik:[39,1432,1450,1457],onesid:[289,485,838,1382,1432],onfunctionent:1456,onfunctionexit:1456,ongo:[1434,1462,1470],onion:22,onli:[1,2,3,4,5,6,7,8,16,17,18,19,21,22,23,24,31,33,34,38,39,70,195,252,262,274,290,417,419,422,447,449,537,540,561,562,591,592,593,594,595,597,602,613,614,622,657,658,661,663,665,690,708,730,735,738,740,742,755,756,758,759,762,764,765,767,769,770,771,774,781,782,799,803,804,815,830,839,841,843,844,850,852,853,856,870,871,873,874,875,877,885,887,888,894,895,913,918,952,975,976,977,980,981,986,987,990,1009,1013,1043,1046,1048,1049,1051,1059,1082,1094,1095,1123,1131,1133,1139,1150,1177,1206,1207,1210,1212,1213,1214,1215,1217,1218,1228,1248,1249,1250,1259,1271,1282,1285,1289,1292,1293,1294,1310,1325,1327,1328,1349,1351,1355,1371,1377,1382,1386,1390,1396,1407,1409,1413,1414,1416,1420,1421,1422,1432,1433,1434,1438,1440,1441,1442,1445,1446,1447,1450,1451,1452,1453,1454,1455,1456,1457,1458,1459,1460,1461,1462,1463,1464,1465,1466,1467,1468,1470,1471,1472,1473,1474,1476,1477,1478,1479,1480,1486,1489],onlin:[39,1267],only_input:601,onnx:[1249,1250,1430,1442],onnx_aten:1462,onnx_aten_fallback:1462,onnx_fallthrough:1462,onnxcheckererror:1462,onnxruntim:1462,onto:[18,704,847,849,894,1227,1440,1450,1453,1457],onward:1474,oom:1453,op1:[739,1434],op2:[739,1434],opaqu:[18,656,682,683],opcod:[39,1464],open:[8,22,33,606,785,847,894,1431,1440,1455,1461,1462,1464,1470,1474],openbla:1461,opencv:[12,1139],openmp:[1449,1461],oper:[1,5,6,7,8,10,12,16,22,30,31,33,34,38,39,195,254,274,290,340,381,382,383,384,385,428,431,447,449,514,553,556,566,577,587,588,591,593,604,612,613,615,617,620,622,624,626,631,634,637,641,648,658,681,715,718,719,720,721,733,739,740,741,742,752,757,771,783,787,788,789,797,803,804,817,841,849,850,852,853,856,866,879,882,883,892,893,902,909,918,924,929,940,943,956,961,966,967,972,973,974,975,976,977,981,982,983,984,985,986,987,988,990,991,992,1000,1001,1002,1003,1005,1010,1029,1034,1039,1040,1041,1043,1056,1061,1062,1063,1070,1085,1086,1088,1090,1094,1108,1109,1115,1116,1117,1118,1119,1120,1124,1125,1126,1127,1131,1132,1134,1135,1139,1143,1150,1156,1158,1175,1177,1181,1194,1195,1206,1207,1208,1209,1215,1217,1218,1251,1259,1263,1264,1279,1285,1294,1298,1307,1308,1319,1320,1321,1322,1323,1324,1325,1326,1330,1336,1368,1370,1372,1373,1377,1385,1390,1396,1416,1425,1427,1428,1430,1431,1435,1446,1448,1449,1450,1451,1453,1457,1458,1459,1466,1469,1470,1471,1474,1476,1477,1480,1483,1484,1486,1489],operand:[739,1434,1435,1452,1473,1476],operator_export_typ:1462,operatorexporttyp:1462,operatornam:[784,870,871,872,873,882,888,960,961,967,1003,1004,1009,1010,1034,1074,1092,1358],opinion:7,opportun:[867,1431,1471],opposit:[760,1386],ops:[1,2,39,98,589,601,852,853,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1434,1436,1438,1441,1442,1449,1450,1452,1462,1464,1466,1477,1479,1481,1486,1489],opset:1462,opset_vers:1462,opt:[18,21,850,1283,1284,1290,1295,1431,1454],opt_einsum:739,optim:[1,2,7,10,11,12,17,18,19,22,39,602,608,739,841,844,848,850,852,853,882,895,919,962,963,964,980,986,1006,1007,1008,1043,1046,1047,1048,1075,1082,1210,1215,1222,1227,1265,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1300,1430,1431,1433,1438,1442,1445,1449,1450,1451,1452,1453,1454,1457,1458,1462,1466,1467,1468,1473,1489],optima:1463,optimist:24,optimiz:1431,optimization_blocklist:1438,optimize_for_infer:844,optimize_for_mobil:1438,optimize_numer:844,optimizer0:1446,optimizer1:1446,optimizer2:1446,optimizer_class:[21,1470],optimizer_param:1215,optimizi:1470,optimum:1294,option2:1450,option:[1,2,4,6,11,16,18,21,22,27,31,32,33,36,39,40,98,103,118,120,124,138,149,151,180,208,238,264,270,330,381,382,383,384,385,423,434,435,447,451,455,467,489,510,513,548,550,551,552,553,554,555,556,557,558,559,560,561,562,563,564,565,566,576,577,578,579,580,581,582,583,589,595,596,597,598,599,600,601,602,603,612,613,614,615,616,617,618,619,620,621,622,624,628,631,633,634,635,636,637,639,641,642,643,648,649,651,652,653,654,655,656,657,658,661,663,664,665,668,669,675,676,679,682,689,693,695,696,698,700,701,705,706,707,711,712,717,718,719,720,721,723,726,727,728,729,730,732,733,735,737,738,739,740,741,742,744,749,752,755,756,757,758,759,760,761,762,763,764,765,766,767,768,769,770,771,772,778,779,780,781,782,783,785,787,788,789,790,791,792,793,799,802,803,804,805,806,807,809,810,811,816,819,830,832,835,836,838,839,841,842,844,846,852,853,856,857,858,859,860,861,862,865,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,894,895,896,897,898,899,900,901,902,904,905,906,907,909,910,911,912,913,914,915,917,918,921,922,923,924,925,926,927,928,929,930,933,934,935,937,939,940,941,942,943,945,946,948,952,956,960,961,962,966,967,972,973,974,975,976,977,978,979,980,983,984,985,986,987,988,990,991,992,997,1000,1001,1002,1003,1004,1006,1009,1010,1015,1019,1020,1021,1022,1023,1024,1029,1034,1035,1039,1040,1041,1043,1044,1045,1046,1047,1048,1050,1052,1053,1054,1057,1061,1062,1063,1070,1074,1075,1082,1085,1086,1087,1088,1089,1090,1091,1092,1094,1095,1096,1097,1105,1112,1113,1115,1116,1117,1118,1119,1120,1122,1123,1124,1130,1131,1134,1135,1136,1139,1141,1150,1151,1158,1174,1175,1182,1194,1195,1207,1214,1215,1216,1222,1223,1226,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1246,1247,1248,1249,1250,1251,1252,1254,1256,1258,1259,1260,1263,1264,1265,1266,1267,1268,1269,1270,1271,1272,1273,1276,1278,1279,1280,1281,1282,1286,1298,1299,1300,1303,1307,1308,1310,1311,1315,1316,1317,1318,1319,1320,1321,1322,1323,1324,1325,1326,1329,1330,1331,1332,1339,1341,1345,1353,1356,1358,1359,1360,1362,1365,1366,1367,1368,1370,1371,1372,1373,1375,1376,1377,1378,1379,1380,1381,1382,1383,1385,1386,1387,1390,1393,1394,1395,1396,1397,1400,1405,1406,1407,1408,1409,1411,1413,1414,1417,1418,1419,1420,1424,1427,1428,1429,1431,1432,1434,1436,1438,1439,1445,1450,1452,1453,1456,1457,1459,1464,1466,1467,1470,1473,1474,1476,1478,1480,1486,1489],opttion:1315,or_expr:1434,or_test:1434,ord:[879,883,892,1259,1432,1434],order:[2,4,6,18,19,21,22,34,38,39,98,254,256,258,270,576,589,601,623,634,690,727,730,738,739,757,759,760,764,774,775,776,777,799,856,867,871,873,877,879,882,883,888,889,892,895,926,932,933,935,952,967,981,1044,1053,1070,1071,1105,1139,1210,1215,1224,1234,1248,1249,1250,1251,1259,1271,1293,1298,1301,1311,1345,1365,1366,1386,1390,1400,1407,1409,1413,1416,1417,1429,1431,1432,1434,1435,1440,1441,1442,1445,1447,1448,1450,1451,1452,1454,1457,1462,1463,1464,1465,1467,1470,1471,1472,1473,1474,1476,1480],ordereddict:[1044,1053,1071,1210,1238,1432,1457,1460,1480],orderedimport:1464,ordin:[230,1373,1476],ordinari:[684,1215,1446],ordinarili:[1,1446],org:[4,5,7,12,17,22,34,895,1013,1061,1062,1086,1092,1256,1300,1429,1435,1447,1448,1457,1459,1461,1462,1478,1485,1486,1487,1490],organ:[7,8,1451,1456,1464],organiz:39,orgqr:1432,origin:[2,10,16,17,18,26,38,39,149,151,163,422,450,474,528,531,540,629,634,759,760,764,766,767,768,774,816,838,847,850,851,852,853,917,932,952,956,968,980,981,1072,1082,1123,1191,1222,1223,1224,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1248,1251,1254,1256,1293,1301,1337,1365,1366,1374,1390,1400,1403,1413,1414,1431,1434,1440,1442,1447,1450,1452,1453,1456,1458,1460,1462,1464,1465,1467,1475,1488,1489],original0:[1224,1227],original1:[1224,1227],original_nam:1460,orlando:997,ormqr:[793,874,1432],orphan:[995,1013,1058],ort:1462,ort_sess:1462,orth_linear:1222,ortho:[755,756,758,760,761,762,763,765,766,767,768,769,770,772,895],ortho_bparam:895,ortho_fparam:895,ortho_iparam:895,orthogon:[17,871,874,885,888,895,1298,1310,1445,1447,1457],orthogonal_:[1436,1445,1457],orthogonal_map:1222,orthogonalization_epsilon:17,orthonorm:[755,756,758,760,761,762,763,765,766,767,768,769,770,772,888,1222,1386,1390],ossci:1461,ostmo:9,other:[1,2,4,5,7,8,11,12,16,17,19,21,22,24,26,30,31,33,34,38,39,49,50,64,82,93,94,97,98,107,108,113,114,139,140,141,150,174,179,184,185,186,196,215,216,223,224,225,226,232,233,234,235,236,237,244,245,248,249,250,251,254,256,263,282,290,292,293,294,295,296,297,300,301,302,303,315,316,332,333,346,350,374,375,386,387,391,392,433,449,451,490,491,492,493,510,539,540,541,544,545,552,560,566,578,582,588,589,590,601,602,603,604,605,611,616,617,619,620,621,623,628,649,655,656,658,663,673,690,727,732,733,734,735,743,744,745,759,764,780,781,782,783,790,791,792,800,801,802,810,811,813,814,816,817,819,830,839,841,844,850,857,859,860,861,863,864,874,878,879,882,883,892,900,901,902,904,906,907,910,911,912,918,922,923,927,928,932,934,936,945,948,972,973,974,975,976,977,979,981,990,997,1043,1044,1053,1071,1086,1094,1115,1116,1117,1141,1150,1207,1210,1215,1238,1257,1261,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1284,1285,1290,1291,1296,1298,1326,1330,1345,1347,1350,1372,1373,1377,1383,1384,1396,1402,1406,1408,1420,1421,1426,1429,1431,1432,1433,1434,1435,1436,1438,1440,1441,1442,1446,1447,1448,1449,1450,1451,1452,1453,1454,1455,1457,1458,1460,1462,1463,1467,1470,1471,1472,1474,1478,1480,1486,1488,1489],other_graph_inst:[656,682],other_help:1433,other_param:[24,35],othersubtensor:1452,otherwis:[1,2,4,6,7,8,10,11,16,18,19,26,39,40,151,267,271,275,277,281,430,439,489,510,528,540,553,554,555,556,557,559,561,562,563,565,566,578,602,605,612,628,738,745,774,832,841,843,846,851,858,877,887,894,895,910,916,922,924,925,927,930,940,943,958,959,978,980,983,984,988,995,999,1000,1001,1002,1004,1013,1029,1043,1047,1048,1050,1051,1058,1059,1061,1074,1080,1082,1085,1086,1088,1090,1091,1092,1108,1109,1141,1143,1144,1148,1192,1215,1222,1227,1248,1252,1257,1276,1298,1300,1308,1310,1317,1326,1333,1345,1356,1380,1381,1382,1385,1390,1413,1414,1418,1419,1425,1429,1431,1433,1434,1438,1441,1446,1452,1458,1462,1469,1470,1472,1473,1474,1475,1476,1477,1478,1480,1486,1488,1489],otim:[558,857,994,1138],our:[4,7,29,32,33,34,36,39,591,759,960,1447,1452,1454,1458,1462,1464,1467,1471],out0:1460,out0_relu:1460,out:[1,2,4,7,8,10,12,16,18,22,30,31,34,39,253,255,257,259,337,339,384,431,446,448,548,549,550,551,552,553,554,555,556,557,558,559,561,562,563,564,565,566,567,568,569,570,571,572,579,580,581,582,583,593,602,604,612,614,615,616,617,618,619,620,621,624,628,631,633,634,635,636,637,639,640,642,645,646,648,649,651,652,655,661,663,665,689,700,701,711,715,718,719,720,721,723,726,730,731,733,734,735,737,738,739,740,744,746,747,748,749,750,751,752,755,756,757,758,760,761,762,763,765,766,767,768,769,770,771,772,773,778,779,780,781,782,783,784,785,787,788,790,791,792,793,794,800,801,802,805,806,807,809,810,811,812,813,814,816,817,819,820,835,836,850,857,858,859,860,861,862,863,864,865,866,867,868,869,870,871,872,873,874,875,876,878,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,896,897,898,899,900,901,902,904,905,906,907,908,909,910,911,912,913,914,915,917,918,920,921,922,923,924,925,927,928,929,930,933,934,935,936,937,938,939,940,941,942,945,946,947,948,949,953,954,955,957,958,959,965,969,970,971,972,973,974,975,976,977,982,983,984,986,988,991,995,996,1011,1012,1013,1028,1030,1036,1037,1038,1039,1040,1041,1055,1056,1058,1060,1064,1065,1066,1067,1068,1069,1086,1087,1088,1089,1090,1094,1095,1096,1097,1098,1111,1115,1116,1117,1118,1119,1120,1126,1127,1132,1139,1150,1156,1175,1177,1207,1215,1232,1233,1234,1235,1258,1259,1260,1261,1263,1264,1298,1299,1303,1304,1305,1307,1310,1311,1317,1318,1319,1321,1323,1325,1326,1329,1330,1331,1335,1339,1340,1341,1343,1344,1345,1356,1357,1358,1359,1360,1361,1362,1365,1366,1369,1375,1376,1377,1378,1379,1380,1381,1383,1384,1386,1390,1393,1394,1395,1396,1398,1400,1402,1405,1406,1408,1410,1411,1416,1418,1419,1420,1424,1425,1426,1427,1428,1429,1431,1432,1434,1440,1442,1447,1448,1450,1451,1452,1457,1458,1462,1464,1467,1468,1470,1471,1472,1473,1474,1476,1478,1479,1486,1487,1488,1489],out_channel:[848,972,973,974,975,976,977,1019,1020,1021,1022,1023,1024,1483,1484,1485,1486],out_dim:[1432,1442],out_featur:[841,965,1028,1030,1043,1210,1222,1223,1253,1254,1256,1457,1483,1484,1485,1486,1487],out_i:856,out_int32:[628,1345,1432],out_j:974,out_padh:[1119,1120],out_padt:1120,out_padw:[1118,1119,1120],out_proj_bia:1432,out_proj_weight:1432,out_rnn:1225,out_shap:22,out_unf:1094,outdim:1432,outer:[558,739,794,1432,1434],outermost:799,outlier:[1004,1074],outlin:[19,1465,1471],outmost:1470,output0:1446,output1:[952,1446,1462],output2:952,output:[1,2,5,6,7,16,17,18,22,24,30,31,39,87,382,383,385,447,495,548,550,551,552,553,554,555,556,557,558,559,561,562,563,564,565,566,574,575,577,579,580,581,582,583,584,585,586,587,592,593,594,595,596,597,598,599,600,601,602,603,612,614,615,616,617,618,619,620,621,624,628,631,632,633,634,635,636,637,639,642,648,649,651,652,655,661,663,664,665,690,699,700,718,719,720,721,723,726,727,729,730,733,735,737,738,739,740,741,742,744,749,752,753,754,755,756,757,758,760,761,762,763,765,766,767,768,769,770,771,772,778,779,780,781,782,783,785,788,789,790,791,792,793,799,802,805,806,807,809,810,811,816,819,835,836,838,841,844,850,852,853,857,858,859,860,861,862,865,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,896,897,898,899,900,901,902,904,905,906,907,909,910,912,913,914,915,917,918,921,922,923,924,925,926,927,928,929,930,933,934,935,937,939,940,941,942,943,945,946,948,949,950,951,952,953,954,955,956,957,958,959,960,961,962,963,964,965,966,967,968,969,970,971,972,973,974,975,976,977,978,979,980,981,982,983,984,985,986,987,988,989,990,991,992,993,994,995,996,997,998,999,1000,1001,1002,1003,1004,1005,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1019,1020,1021,1022,1023,1024,1028,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1039,1040,1041,1042,1043,1046,1047,1048,1049,1050,1051,1052,1055,1056,1057,1058,1060,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1071,1072,1073,1074,1075,1076,1077,1078,1079,1080,1081,1082,1083,1084,1085,1086,1088,1090,1091,1092,1093,1094,1095,1096,1097,1098,1099,1100,1101,1102,1103,1104,1105,1107,1108,1109,1111,1112,1113,1115,1116,1117,1118,1119,1120,1122,1123,1124,1130,1131,1133,1134,1135,1136,1139,1141,1150,1151,1156,1158,1174,1175,1179,1180,1181,1182,1203,1207,1208,1209,1212,1215,1223,1224,1225,1228,1249,1251,1252,1254,1256,1258,1259,1260,1263,1264,1286,1298,1299,1307,1308,1311,1314,1315,1316,1317,1318,1319,1320,1321,1322,1323,1324,1325,1326,1329,1330,1331,1332,1334,1335,1339,1341,1345,1353,1356,1358,1359,1360,1362,1365,1366,1369,1371,1375,1376,1377,1378,1379,1380,1381,1382,1383,1385,1386,1390,1393,1394,1395,1400,1403,1405,1406,1408,1411,1413,1414,1416,1417,1418,1419,1420,1424,1427,1428,1429,1431,1432,1434,1438,1441,1442,1446,1447,1449,1450,1451,1452,1453,1457,1461,1462,1463,1464,1465,1466,1467,1468,1471,1473,1474,1476,1477,1478,1480,1483,1484,1486,1487,1489],output_2d:1031,output_4d:1031,output_devic:[18,34,981,1082,1203,1215],output_featur:1452,output_list:18,output_nam:1462,output_nr:1432,output_pad:[975,976,977,1022,1023,1024,1118,1119,1120,1432],output_proxi:39,output_ratio:[991,992,1134,1135,1432],output_rref:1465,output_s:[429,949,950,951,953,954,955,976,990,991,992,1039,1040,1041,1094,1099,1100,1101,1102,1103,1104,1133,1134,1135,1150,1166,1167,1168,1332,1432,1486],output_scal:[1314,1432],output_split:18,output_tensor_list:18,output_zero_point:[1314,1432],outsid:[1,6,8,16,26,551,583,842,1139,1284,1285,1290,1291,1296,1433,1434,1450,1453,1457,1480],outstand:[18,1470],over:[2,8,16,17,18,19,22,24,31,34,39,417,563,608,631,700,718,719,720,721,739,799,807,841,852,879,883,892,894,902,924,926,943,949,950,951,953,954,955,956,957,958,959,960,961,962,963,964,967,972,973,974,975,976,977,978,980,987,990,991,992,998,1003,1004,1006,1007,1008,1009,1010,1011,1012,1015,1031,1034,1035,1036,1037,1038,1043,1046,1047,1048,1050,1057,1071,1074,1075,1077,1082,1091,1094,1099,1100,1101,1102,1103,1104,1107,1112,1113,1115,1116,1117,1118,1119,1120,1123,1124,1134,1135,1151,1157,1160,1161,1163,1164,1165,1174,1175,1182,1213,1219,1256,1315,1316,1331,1370,1371,1382,1385,1398,1434,1440,1441,1442,1446,1448,1449,1451,1452,1454,1457,1458,1463,1470,1471,1473,1481,1486],overal:[4,8,16,18,33,602,755,756,758,760,761,762,763,765,766,767,768,769,770,772,1447,1449,1450,1458],overall_end:16,overall_start:16,overestim:[1300,1387],overflow:[720,721,924,940,943,1158,1194,1195,1308,1368,1370,1385,1407,1409,1467,1474],overhead:[1,2,4,5,17,18,850,1215,1449,1450,1451,1456,1457,1465,1466,1471,1473,1479,1486],overlap:[2,16,17,18,21,39,602,603,838,990,1094,1215,1382,1416,1450,1476],overlap_with_ddp:21,overload:[18,39,540,1433,1434],overparameter:22,overrid:[11,17,18,19,22,26,39,960,961,978,980,1003,1009,1010,1034,1035,1046,1047,1048,1050,1057,1074,1075,1091,1112,1113,1123,1151,1174,1182,1229,1342,1353,1430,1434,1463,1464,1467,1470,1478],overridden:[11,39,587,588,1043,1434,1447,1452,1465,1488],override_dict:1452,override_timeout:33,overriden:1452,overshoot:[1139,1150,1207],oversize_alloc:700,oversize_seg:700,overspeci:39,oversubscript:1449,overus:1450,overview:[12,18,30,1215,1440,1447,1454,1457,1465,1467,1470],overwhelm:7,overwrit:[16,18,1044,1053,1434,1447],overwritten:[1447,1480,1486,1487,1489],overwrot:18,owen:1317,own:[1,7,8,18,19,22,25,33,35,39,595,597,682,769,787,841,894,972,973,974,975,976,977,1043,1224,1227,1434,1443,1446,1450,1464,1467,1470,1472],owner:[1429,1452,1470,1471],owner_nam:1470,ownerrref:[1470,1472],ownership:[7,8,39],owning_modul:39,p1d:1177,p2d:1177,p2p:33,p3d:1177,p_c:961,p_i:[1091,1092],pace:7,pack:[2,21,915,981,995,1013,1058,1248,1249,1250,1251,1432,1438,1447,1453,1461,1467,1486],pack_hook:[2,1447],pack_padded_sequ:[995,1013,1058,1248,1251,1453],pack_sequ:[995,1013,1058,1251],packag:[7,13,17,22,38,1139,1215,1429,1430,1452,1457,1463,1470,1478,1481],package_a:1464,package_export:1464,packageexport:1464,packageimport:1464,packagesnotfounderror:1461,packagingerror:1464,packed_hh:1432,packed_ih:1432,packed_input:1453,packed_output:1453,packed_weight:1432,packedsequ:[14,995,1013,1058,1249,1250,1251],pad:[16,17,755,756,758,760,761,762,763,765,766,767,768,769,770,772,838,957,958,959,967,969,970,971,972,973,974,975,976,977,986,987,990,1019,1020,1021,1022,1023,1024,1036,1037,1038,1039,1040,1041,1046,1047,1049,1064,1065,1066,1067,1068,1069,1094,1098,1107,1108,1109,1115,1116,1117,1118,1119,1120,1130,1131,1133,1139,1150,1166,1167,1168,1206,1207,1249,1251,1252,1315,1316,1382,1432,1453,1462,1467,1478,1483,1484,1485,1486],pad_mod:[485,1382],pad_packed_sequ:1453,pad_sequ:1432,padd:1486,padded_input:1453,padding_idx:[986,987,1130,1131,1432,1486],padding_input:1453,padding_mod:[972,973,974,975,976,977,1019,1020,1021,1022,1023,1024,1139,1432,1483,1484,1485,1486],padding_valu:[1251,1252,1432],padh:[1108,1109,1116,1117,1119,1120,1486],padt:[1109,1117,1120],padw:[1107,1108,1109,1115,1116,1117,1118,1119,1120,1486],page:[1,7,16,19,34,36,895,1086,1088,1090,1450,1451,1457],pai:[1461,1477],pair:[2,18,33,35,566,632,654,738,769,888,926,1035,1044,1049,1053,1179,1280,1326,1433,1434,1441,1447,1465,1470,1471,1472,1478],pairwis:[22,1003,1052,1091],pairwise_dist:1432,pairwisedist:[1092,1178],panda:16,paper119:1092,paper:[7,17,22,952,956,962,963,964,966,975,976,977,982,983,984,988,991,992,998,1001,1006,1007,1008,1015,1055,1056,1061,1070,1074,1082,1086,1088,1090,1091,1092,1134,1135,1144,1268,1269,1280,1287,1293,1454,1465],par:17,paragraph:[1450,1454],parallel:[0,1,16,17,18,19,21,33,34,796,797,843,981,1049,1082,1139,1215,1351,1352,1430,1434,1446,1447,1449,1458,1461,1470,1472],parallel_info:[0,1449],param1:[22,1457],param2:[22,1457],param3:1457,param:[1,2,21,22,25,33,39,841,855,1043,1053,1054,1215,1265,1266,1267,1268,1269,1270,1271,1272,1273,1277,1278,1279,1280,1281,1282,1294,1335,1432,1438,1445,1446,1450,1451,1463,1488,1489],param_byt:1271,param_dict:1457,param_group:[21,1265,1266,1267,1268,1269,1270,1271,1272,1273,1275,1278,1279,1280,1281,1282,1289,1292],param_list:1457,param_shap:22,paramannot:1434,paramet:[1,2,4,6,10,11,16,17,18,19,21,22,23,24,27,31,33,38,39,40,98,103,118,120,124,138,139,149,151,180,195,196,201,208,238,254,256,258,260,264,270,330,338,340,381,382,383,384,385,407,428,431,432,433,434,435,447,449,450,451,455,467,473,474,475,489,495,513,528,529,531,540,541,548,550,551,552,553,554,555,556,557,558,559,560,561,562,563,564,565,566,574,575,576,577,578,579,580,581,582,583,584,585,586,589,595,596,597,598,599,600,601,602,603,604,606,607,608,611,612,613,614,615,616,617,618,619,620,621,622,623,624,625,626,627,628,629,630,631,632,633,634,635,636,637,638,639,641,642,643,645,647,648,649,650,651,652,653,654,655,656,657,658,659,661,662,663,664,665,668,669,670,672,675,676,677,679,682,689,690,691,692,693,695,696,698,700,701,702,704,705,706,707,710,711,712,713,714,715,716,717,718,719,720,721,722,723,724,726,727,728,729,730,732,733,735,736,737,738,739,740,741,742,744,749,752,753,754,755,756,757,758,759,760,761,762,763,764,765,766,767,768,769,770,771,772,774,775,776,777,778,779,780,781,782,783,785,787,788,789,790,791,792,793,799,802,803,804,805,806,807,808,809,810,811,815,816,817,819,821,822,823,826,827,828,830,831,832,833,834,835,836,837,838,839,840,841,842,843,844,846,847,849,850,851,852,853,856,857,858,859,860,861,862,865,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,894,895,896,897,898,899,900,901,902,903,904,905,906,907,909,910,911,912,913,914,915,916,917,918,919,921,922,923,924,925,926,927,928,929,930,932,933,934,935,937,939,940,941,942,943,944,945,946,948,949,950,951,952,953,954,955,956,957,958,959,960,961,962,963,964,965,966,967,968,969,970,971,972,973,974,975,976,977,978,979,980,981,982,983,984,985,986,987,988,989,990,991,992,994,995,996,997,998,999,1000,1001,1002,1003,1004,1005,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1029,1030,1031,1033,1034,1035,1036,1037,1038,1039,1040,1041,1043,1044,1045,1046,1047,1048,1049,1050,1051,1052,1053,1054,1055,1056,1057,1058,1059,1060,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1074,1075,1076,1078,1079,1080,1082,1085,1086,1087,1088,1089,1090,1091,1092,1093,1094,1095,1096,1097,1098,1099,1100,1101,1102,1103,1104,1105,1107,1108,1109,1112,1113,1115,1116,1117,1118,1119,1120,1122,1123,1124,1125,1126,1127,1130,1131,1132,1134,1135,1136,1138,1139,1141,1143,1150,1151,1158,1174,1175,1176,1177,1179,1180,1181,1182,1183,1194,1195,1203,1207,1208,1209,1210,1215,1217,1218,1219,1220,1221,1222,1223,1224,1225,1226,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1240,1241,1242,1243,1244,1245,1246,1247,1249,1250,1251,1252,1253,1254,1255,1256,1258,1259,1260,1262,1263,1264,1265,1266,1267,1268,1269,1270,1271,1272,1273,1274,1275,1276,1277,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1298,1299,1300,1301,1303,1304,1306,1307,1308,1309,1310,1311,1312,1313,1314,1315,1316,1317,1318,1319,1320,1321,1322,1323,1324,1325,1326,1327,1328,1329,1330,1331,1332,1333,1334,1336,1337,1338,1339,1341,1342,1345,1347,1348,1349,1350,1353,1354,1355,1356,1358,1359,1360,1362,1364,1365,1366,1367,1368,1369,1370,1371,1372,1373,1374,1375,1376,1377,1378,1379,1380,1381,1382,1383,1385,1386,1390,1391,1392,1393,1394,1395,1396,1397,1398,1399,1400,1402,1403,1405,1406,1407,1408,1409,1411,1412,1413,1414,1415,1416,1417,1418,1419,1420,1421,1422,1423,1424,1425,1427,1428,1429,1431,1434,1436,1438,1439,1440,1442,1443,1445,1446,1447,1450,1451,1452,1456,1457,1458,1459,1460,1462,1464,1465,1466,1467,1468,1469,1470,1471,1474,1475,1478,1480,1486,1487,1488,1489],parameter:[22,314,390,846,1443],parameterdict:1457,parameteriz:22,parameterlist:1457,parameters_as_bucket_view:21,parameters_to_prun:1238,parameters_to_vector:1238,parameterserver2:1470,parametr:[22,1224,1231,1254,1443,1452],parametrizationlist:[1222,1223,1227],parametrizedlinear:[1222,1223],params_rref:1470,parent:[16,26,31,35,1440,1461,1464,1472,1478,1489],parenth_form:1434,parenthes:1435,parenthesi:[590,604,605,743,817,1257],pariti:1215,parlanc:39,parmar:[1086,1088,1090],parmeet:9,parmetr:1224,pars:[18,36,606,1434,1464,1470],parse_arg:[18,25,34,36,1450,1462],parser:[18,34,1450],part:[1,4,5,6,7,8,11,12,18,22,33,34,39,601,645,738,739,831,833,834,837,841,849,851,852,853,867,871,873,881,884,1043,1082,1215,1225,1285,1311,1371,1403,1406,1407,1408,1409,1429,1430,1431,1433,1434,1438,1439,1446,1447,1450,1452,1453,1454,1457,1460,1462,1464,1465,1467,1470,1471,1472,1473,1478,1480,1489],parti:[8,33,1429,1431,1450,1457,1464],partial:[22,24,33,39,690,729,799,914,1039,1040,1041,1166,1167,1168,1215,1234,1434,1435,1442,1447,1452,1454,1462,1472,1480,1489],particip:[16,18,19,21,33,34,1215,1471],particular:[1,4,7,16,24,30,33,34,39,489,715,841,981,1043,1405,1431,1433,1447,1450,1452,1453,1456,1457,1462,1463,1473,1488],particularli:[4,16,17,35,980,981,1050,1431],partit:[21,952,1403,1465,1471,1472],partli:[8,1434],partner:7,pass:[1,2,4,6,7,11,16,17,18,19,21,22,24,25,26,30,31,32,33,34,35,36,38,39,98,195,384,447,449,489,587,588,589,601,628,656,682,690,729,738,760,766,767,768,774,787,839,841,842,844,848,850,852,853,894,952,953,954,955,981,986,987,991,992,1009,1043,1048,1071,1087,1088,1089,1090,1105,1134,1135,1139,1150,1151,1177,1210,1212,1213,1214,1215,1225,1227,1229,1234,1248,1251,1253,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1342,1345,1386,1396,1429,1431,1435,1438,1440,1441,1442,1445,1446,1447,1449,1451,1452,1454,1456,1457,1462,1463,1464,1465,1468,1470,1472,1473,1474,1478,1479,1480,1488,1489],pass_stmt:1434,passs:1464,past:[18,39,1453],paszk:[8,9],patch:[7,39,990,1094],path:[4,5,11,18,31,33,36,39,606,607,841,1043,1059,1429,1433,1447,1452,1455,1460,1464,1466],path_and_function_nam:4,path_importer_cach:1429,path_of_modul:39,path_to_hub_dir:1429,pathlik:[39,894,1342,1464],patienc:1294,pattern:[18,981,1251,1431,1434,1447,1450,1452,1453,1455,1460,1467,1468],paus:1470,pca:[1300,1473],pca_lowrank:1473,pcontext:31,pct_start:1293,pdb:[845,850,854,1431,1433],pdf:[967,1061,1447],pdist:[1,1052,1432],pdt_model:850,peak:[21,693,695,700,705,706,707,1215,1287,1293,1465],pearson:650,peer:[7,18,21,33,660,1215,1450,1470],peer_devic:660,penal:[1092,1457],penalti:[1,700,1265,1266,1267,1268,1270,1272,1278,1279,1281,1486],pend:[1470,1478],peng:9,penros:[875,884],peopl:[7,1447,1467],pep:[1431,1433],per:[1,11,16,17,18,19,21,23,24,26,34,35,408,409,410,540,595,597,659,722,753,895,960,961,962,963,964,978,980,981,987,998,1003,1006,1007,1008,1009,1010,1015,1034,1035,1046,1047,1048,1050,1057,1074,1075,1082,1086,1087,1088,1089,1090,1091,1112,1113,1123,1151,1174,1182,1215,1256,1260,1271,1287,1293,1300,1312,1353,1355,1387,1399,1403,1442,1443,1449,1451,1456,1465,1467,1468,1471,1478,1489],per_channel_affin:[1312,1468,1489],per_channel_symmetr:1468,per_row_fake_qu:1432,per_sample_weight:[987,1131,1432],per_tensor_affin:[1313,1314,1315,1316,1468,1489],per_tensor_symmetr:[1468,1489],per_work:16,percentag:1293,perchannelminmaxobserv:[1468,1489],perf_count:4,perf_viz:1466,perfectli:1465,perform:[1,2,4,6,10,11,14,15,16,17,18,19,21,22,24,33,34,38,39,70,149,151,510,528,540,553,554,555,556,557,558,578,588,595,597,602,604,612,624,647,648,700,720,721,733,759,778,780,809,817,848,849,852,877,879,882,883,887,892,893,895,900,909,924,929,937,940,943,967,972,973,974,975,976,977,980,986,987,995,1009,1013,1043,1051,1058,1071,1086,1115,1116,1117,1118,1119,1120,1124,1158,1175,1194,1195,1210,1215,1217,1218,1223,1227,1248,1253,1259,1265,1266,1267,1268,1269,1270,1271,1272,1276,1277,1278,1279,1280,1281,1282,1283,1300,1308,1336,1345,1364,1368,1369,1370,1385,1387,1416,1430,1431,1434,1440,1441,1442,1443,1445,1446,1447,1449,1450,1451,1452,1454,1455,1459,1464,1466,1467,1468,1470,1471,1472,1473,1474,1475,1476,1477,1478,1486,1488,1489],performac:4,performantli:867,period:[4,33,613,622,689,701,759,803,804,856,1296,1432,1458],perm:913,perman:[39,1229,1230,1231,1232,1233,1234,1235,1236,1245,1472],permiss:1452,permit:1473,permut:[16,739,891,913,915,1325,1432,1442,1477,1479],perplex:22,persist:[6,7,14,841,995,1013,1043,1058,1457,1460,1461],persistent_id:1464,persistent_load:1464,persistent_work:16,person:[7,8,1430],perspect:[1451,1471],pertain:21,perturb:[602,603,1454],pervas:22,peter:9,peterbell10:9,peterjc123:[9,1461],pg_option:18,phase:[2,17,1293,1386,1432,1461],phenomenon:1453,phi:[871,888,993,1137,1386],phy:1317,physic:[34,757,771,1435,1449],pick:[18,32,34,447,1470],pickabl:18,pickl:[4,16,18,841,894,1043,1342,1440,1460,1464],picklabl:[18,1464],pickle_load_arg:894,pickle_modul:[894,1342],pickle_protocol:1342,pickleabl:[841,1043],pickler:1464,pickletool:1464,pid:[24,26,34,35,1082,1453,1466],piec:[7,1471],pieter:9,pietern:9,piggyback:33,pil:1139,pillow:1478,pin:[2,151,276,399,510,528,740,742,841,1043,1248,1325,1396,1475],pin_memori:[2,16,740,742,1325,1396,1431,1432,1450,1475],pinv:[875,877,1302],pinvers:[877,1432],piotr:9,pip:[1461,1478],pipe:1470,pipel:1465,pipelin:[39,1430,1470],pipelinin:1465,pivot:[334,877,913,914,915,1310],pixel:[973,980,983,984,988,1050,1055,1056,1095,1105,1139,1150,1207,1209,1486],pixel_shuffl:[1055,1432],pixel_unshuffl:[1056,1432],pixelshuffl:[1056,1180,1181],pixelunshuffl:1181,pkg:1461,pkl:1464,place:[1,4,7,10,16,17,18,24,39,40,42,44,46,48,50,52,54,56,58,60,62,72,74,76,78,80,82,89,91,94,95,97,100,106,108,110,112,114,116,123,130,137,141,144,146,155,157,163,164,172,176,178,185,188,190,192,194,195,198,201,203,210,212,214,218,220,224,226,233,235,237,245,247,249,251,253,255,257,259,293,295,297,299,301,303,305,308,310,312,313,320,322,324,326,328,333,337,339,357,360,363,365,375,377,379,387,392,402,405,421,423,425,427,431,434,443,445,446,448,453,457,459,462,464,466,478,480,482,491,493,501,505,507,518,521,523,525,527,528,536,545,577,591,593,626,661,662,664,665,684,739,742,841,935,956,966,981,982,983,984,985,986,988,1000,1001,1002,1029,1043,1060,1061,1062,1063,1070,1085,1125,1126,1127,1129,1130,1131,1132,1143,1146,1155,1186,1188,1202,1206,1210,1214,1215,1219,1220,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1337,1343,1344,1398,1431,1433,1434,1442,1446,1450,1452,1456,1463,1464,1465,1468,1470,1471,1475,1477,1479,1486,1489],placehold:[39,1005,1450,1468],placeholder_nam:39,placement:[24,1210,1467,1470],plai:18,plain:[11,961,1044,1053,1222,1452],plan:[2,3,7,18,1215,1310,1447],plane:[24,33,727,949,950,951,953,954,955,957,958,959,972,973,974,975,976,977,991,992,1011,1012,1015,1031,1036,1037,1038,1099,1100,1101,1102,1103,1104,1107,1108,1109,1115,1116,1117,1118,1119,1120,1134,1135,1157,1160,1161,1163,1164,1165,1256,1315,1316,1338,1486],platform:[11,18,25,26,30,885,1310,1386,1438,1455,1459,1467],pleas:[1,2,5,7,8,10,12,17,18,22,25,28,29,33,34,39,195,196,433,541,577,595,597,601,626,722,742,888,967,975,1009,1139,1151,1177,1206,1215,1254,1289,1436,1441,1442,1443,1446,1447,1452,1455,1459,1461,1462,1463,1464,1467,1470,1471,1473,1474,1477,1478,1485,1486,1487],plenti:1453,plot:[926,1449,1478],plot_surfac:926,plt:926,plu:[11,595,787,1473],plugin:[1466,1478],pmf:22,podg:1464,point:[1,2,7,8,10,16,17,19,21,24,30,33,34,39,40,101,102,272,278,417,564,566,596,598,599,600,602,603,613,614,622,649,650,654,693,695,702,705,706,781,782,783,795,799,803,804,823,838,841,852,853,860,862,885,893,895,900,909,948,957,958,959,972,973,974,975,976,977,990,1036,1037,1038,1043,1094,1105,1130,1139,1150,1207,1215,1259,1265,1295,1311,1312,1313,1317,1326,1330,1347,1348,1353,1431,1433,1434,1435,1443,1445,1446,1447,1451,1454,1457,1465,1466,1467,1468,1470,1471,1473,1476,1478,1479,1480,1486,1487,1489,1490],point_format:17,pointer:[87,666,1059,1450,1451,1456,1470,1472],pointwis:[22,900,901,1441,1448],poisson:[1057,1182,1432],poisson_nll_loss:[1,1432],poissonnllloss:1182,polar:[22,886,1432],polici:[22,24,26,1287,1293],policy_network:22,polosukhin:[1086,1088,1090],poly3dcollect:926,polyfil:1431,polygamma:[402,1432,1474],polygamma_:1432,polymorph:1433,polynomi:[872,873,919],pool:[38,656,682,683,690,700,949,950,951,953,954,955,957,958,959,991,992,1011,1012,1036,1037,1038,1039,1040,1041,1044,1099,1100,1101,1102,1103,1104,1107,1108,1109,1134,1135,1160,1161,1163,1164,1165,1315,1316,1449,1450,1452,1457,1458,1468,1470,1486],poor:[1446,1447,1457],pop:[703,1044,1053,1465],popen:31,popul:[18,22,31,38,39,274,430,438,439,925,941,1450],port:[18,24,32,33,34,1455],portabl:1455,portion:[784,981,1074,1179,1215,1229,1230,1231,1232,1233,1234,1235,1236,1282,1390,1473],pos_weight:[961,1113,1432],pose:[39,1471],posinf:[364,365,939,1432],posit:[16,22,39,40,340,407,474,602,613,615,622,635,636,637,755,756,757,758,759,765,769,771,787,803,804,833,836,841,843,866,867,876,885,895,916,932,939,961,972,973,974,979,981,987,997,1004,1043,1049,1079,1086,1091,1092,1105,1113,1131,1136,1139,1204,1205,1212,1213,1214,1337,1406,1407,1408,1409,1415,1429,1432,1441,1442,1452,1454,1465,1469,1473,1474,1480,1488,1489,1490],position:[1441,1442],positive_definit:22,positive_id:1092,positive_integ:22,positivedefinit:22,possess:8,possibl:[8,11,12,16,18,22,33,39,432,433,510,540,638,660,783,841,852,875,880,883,884,890,894,915,961,967,1043,1130,1131,1150,1207,1215,1227,1228,1330,1333,1374,1382,1431,1433,1434,1440,1441,1445,1447,1449,1451,1452,1454,1458,1459,1461,1464,1467,1470,1472,1476,1480,1489],post:[7,19,1453,1461,1467,1468,1489],post_hook:19,post_trac:39,potenti:[18,33,35,848,877,967,972,973,974,975,976,977,1115,1116,1117,1118,1119,1120,1124,1215,1416,1433,1440,1447,1464,1477],potential_energi:22,pow:[1,2,405,431,595,596,599,778,1432,1434,1441,1446,1447,1473,1479],pow_:[1432,1441],pow_adder_reduc:[595,596,599],pow_reduc:[595,596,599],powbackward0:2,power:[32,778,860,880,1011,1012,1160,1161,1223,1254,1265,1307,1331,1417,1435,1450],powersgd_hook:17,powersgdst:17,powertransform:22,pr_curv:1478,practic:[16,18,22,1430,1431,1440,1442,1447,1452,1454,1457,1460,1464,1470],pradhan:9,pre:[12,21,39,601,841,1043,1213,1229,1230,1231,1232,1233,1234,1235,1236,1237,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1284,1290,1429,1431,1434,1438,1449,1457,1462,1465,1479],pre_trac:39,preced:[21,24,1213,1293,1435,1449,1463,1467],precis:[4,10,11,17,22,602,603,778,877,957,958,959,961,972,973,974,1036,1037,1038,1150,1215,1353,1430,1434,1443,1447,1450,1457,1464,1467,1468,1474,1476,1478,1479,1490],precision_matrix:22,precompil:1456,precondit:895,precondition:895,pred:[1215,1463,1470],predict:[952,961,997,1463,1478],predivid:1215,preemptiv:[1215,1489],preexist:2,prefer:[8,16,24,875,880,884,890,895,1050,1345,1382,1431,1464],prefetch:16,prefetch_factor:16,prefix:[4,18,33,841,1043,1215,1429,1447,1462,1464,1486,1489],prefixstor:18,prelu:[1,1044,1432],prepack:1438,prepar:[39,848,1435,1468],prepare_custom_config_dict:1489,prepare_for_backward:1451,prepare_fx:[1467,1468],prepare_qat:[1467,1468,1489],prepare_qat_fx:[1467,1468],prepend:[11,16,18,21,39,170,730,841,918,1043,1399,1432,1448],preprocess:[12,431,841],prerequisit:1451,presenc:[8,39,848,940,1464],present:[4,8,18,33,839,913,952,1013,1248,1429,1439,1440,1441,1442,1446,1447,1450,1452,1454,1457,1462,1464,1471,1473,1476],preserv:[2,16,22,39,434,776,777,844,849,1044,1053,1095,1150,1207,1342,1345,1366,1431,1438,1441,1445,1450,1459,1462,1470,1476,1486],preserve_format:[103,118,120,124,133,149,151,180,208,238,264,330,455,510,641,741,789,1264,1320,1322,1324,1428,1476],preserve_rng_st:6,preserved_attr:844,preserved_method:1438,press:39,pressur:[2,1447],pretrain:[986,987,1429,1447,1462],pretti:[841,1353,1431],prev:[39,1280],prevent:[1,7,16,17,18,19,24,39,657,720,721,838,924,940,943,982,1049,1074,1158,1194,1195,1210,1215,1308,1368,1370,1385,1407,1409,1416,1440,1446,1447,1450,1451,1453,1457,1464,1466,1467,1472,1473,1474],previou:[18,33,39,485,682,799,849,995,1013,1058,1229,1230,1231,1232,1233,1234,1235,1236,1317,1382,1438,1447,1450,1457,1461,1472],previous:[33,39,163,564,847,1431,1448,1450,1457,1464,1465,1469,1470,1474],previous_layer_fp32:1467,previous_layer_int8:1467,prim:[1431,1462],prim_pythonop:1462,primari:[8,39,848,1435,1473],primarili:[22,38,371,1467,1489],primit:[21,33,1431,1433,1435,1449,1462,1470],princip:[4,1300],principl:1450,print:[2,4,16,18,24,25,30,31,34,38,841,844,846,847,850,913,965,968,1005,1030,1043,1055,1056,1122,1177,1180,1181,1227,1237,1238,1239,1240,1243,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1296,1353,1429,1431,1432,1447,1449,1450,1452,1457,1462,1464,1466,1468,1470,1478,1479,1483,1484,1486,1487],print_lr:[1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296],print_stmt:1434,print_tabular:39,printabl:[1434,1464],printable_graph:1462,printer:1431,printout:[39,689,701],prior:[8,17,18,24,594,895,1088,1090,1238,1448,1450,1452,1463,1467],prioriti:[7,18,658,1433],pritam:9,pritamdamania87:9,privat:[33,1450,1452,1464],pro:[1461,1478],prob:[22,1432],probabilist:[1300,1387],probabl:[16,102,614,807,900,935,952,956,960,967,980,982,983,984,988,995,997,1009,1013,1049,1050,1058,1112,1123,1124,1125,1126,1127,1132,1141,1151,1174,1440,1452,1461,1462,1474,1478],problem:[7,16,18,33,852,871,877,884,888,895,911,980,1050,1105,1440,1447,1450,1453,1454,1458,1461,1465,1472],problemat:[7,16,39,1431],proce:[1446,1450,1470],procedur:[852,853,895,1470],proceed:[657,997,1471,1472],process:[1,2,4,10,11,17,18,19,22,24,25,26,27,33,34,35,36,39,657,686,689,711,849,895,960,961,978,980,986,987,1003,1009,1010,1034,1035,1039,1040,1041,1046,1047,1048,1050,1057,1074,1075,1082,1086,1088,1090,1091,1112,1113,1123,1151,1174,1182,1215,1290,1295,1355,1429,1431,1440,1441,1442,1447,1449,1450,1451,1452,1456,1457,1458,1459,1461,1462,1464,1465,1466,1467,1470,1472,1473,1475],process_group:[17,19,21,1082,1215],processcontext:[31,1440],processfailur:26,processgroup:[18,21,1215],processgroupgloo:1451,processgroupmpi:1451,processgroupnccl:[18,1451],processgroupopt:18,processor:1473,prod:[1,30,756,758,762,763,767,768,770,772,890,891,986,990,1094,1432,1441],prod_1:2,prod_2:2,prod_:[973,974,976,977,989,1093,1272],prod_d:[990,1094],produc:[1,7,11,16,18,25,27,30,38,39,40,615,635,686,766,767,768,799,850,852,853,856,870,871,885,888,922,925,926,927,967,972,973,974,975,976,977,1019,1020,1021,1022,1023,1024,1049,1124,1131,1139,1150,1207,1208,1209,1259,1310,1317,1326,1386,1416,1431,1433,1434,1440,1441,1446,1447,1448,1450,1452,1455,1456,1457,1459,1460,1461,1462,1473,1477,1485,1486,1487],producer_info:1456,product:[12,18,22,33,98,553,556,557,558,589,596,598,599,600,601,612,624,630,634,650,655,720,735,739,819,857,874,890,891,915,918,926,929,937,995,996,1013,1014,1138,1222,1298,1299,1308,1398,1420,1431,1441,1447,1454,1456,1457,1464,1473],prof:[2,30,1466],profil:[4,5,30,39,1212,1213,1214,1353,1430,1470],profile_memori:[2,1466],profileract:1466,program:[2,4,5,16,18,25,34,36,39,540,647,648,693,695,1431,1433,1435,1447,1450,1453,1456,1457,1458,1460,1461,1478],programm:[1433,1434],programmat:[25,39,1457],programming_guid:1455,progress:[21,24,34,36,657,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1417,1429,1439],prohibit:[1450,1460],proj:1013,proj_siz:[1013,1059],project:[7,739,926,1013,1049,1227,1300,1429,1455],projector:1478,promot:[552,629,733,778,780,781,782,783,934,983,984,988,1122,1309,1329,1330,1336,1347,1383,1434,1476,1480],promote_typ:[1432,1480],prompt:[39,1461],promptli:895,prone:[1440,1458],propabl:1310,propag:[2,20,22,33,39,447,553,556,557,558,561,562,563,564,612,781,782,940,1371,1440,1441,1450,1452,1454,1456,1462,1468,1486,1489],propagate_qconfig_:[1468,1489],proper:[16,24,38,39,1433,1447,1450,1452,1461],proper_slic:1434,properli:[4,7,16,21,24,33,38,760,766,767,768,926,1044,1045,1053,1054,1215,1429,1452,1454,1457,1458,1460,1470,1471,1476],properti:[4,16,19,22,25,30,33,39,231,609,677,755,756,758,760,766,767,768,839,841,956,1076,1194,1210,1216,1217,1218,1248,1434,1447,1450,1454,1463,1466,1470,1473,1476,1488,1490],propog:1470,proport:[1011,1012],proportion:[1095,1150,1207,1486],propos:[8,1265,1285,1286,1454,1463,1471],propot:22,protect:1447,proto:1462,protobuf:1462,protocol:[16,23,33,35,787,1342,1452,1461,1462,1470,1488],prototyp:[18,595,597,602,603,848,1430,1442,1457,1460,1470,1476,1480],prove:[39,1440],proven:[7,982,1215],provid:[1,2,4,7,8,10,11,12,16,17,18,19,22,24,26,31,33,34,35,36,38,39,98,528,589,596,598,599,600,623,628,631,636,637,654,700,739,759,799,807,838,841,846,847,850,852,867,893,895,909,975,976,977,980,995,996,1004,1013,1014,1039,1040,1041,1043,1049,1050,1058,1060,1071,1086,1088,1090,1112,1113,1215,1229,1249,1293,1295,1300,1336,1345,1372,1373,1407,1409,1429,1431,1433,1434,1438,1440,1441,1442,1450,1451,1452,1454,1457,1462,1463,1464,1465,1468,1470,1471,1472,1473,1474,1475,1476,1478,1479,1480,1481,1486,1487,1489,1490],proxi:[18,1470],proxied_valu:39,proxy_arg:39,proxy_factory_fn:39,prune:[1229,1230,1231,1232,1233,1234,1235,1236],pruned_tensor:[1229,1230,1231,1232,1233,1234,1235,1236],pruning_method:1238,pruning_typ:[1234,1238],ps0:1470,pseudo:[4,40],pseudoinvers:[22,875,884,890],pseudorandom:[614,935,1260,1300,1303,1319,1321,1323,1325,1387],psi:[1272,1474],pth:[1429,1439,1460],ptq:1467,ptrblck:9,ptx:11,public_api:1488,publicli:1488,publish:[7,25,30,33,895],puhrsch:9,pull:[8,12,39,98,589,1464],pun:1464,purchas:8,pure:[12,843,1431],purg:1478,purge_step:1478,purpos:[17,18,39,407,434,602,848,918,967,1049,1212,1213,1214,1353,1447,1464,1471],purpose:18,push:[7,8,25,704,890],put:[7,16,24,38,39,260,759,894,998,1287,1429,1432,1440,1450,1458,1464,1471,1472],put_:[1416,1432],put_metr:30,pyarrow:16,pybind11:[11,12,1433],pybind:11,pyc:1456,pycapsul:23,pycharm:39,pyi:1462,pypi:1430,pyplot:[926,1478],pyrref:1470,python3:1434,python3annot:1434,python:[1,2,4,5,8,11,12,16,18,22,24,26,27,30,31,33,34,39,290,432,514,547,561,562,595,596,597,598,599,600,602,603,630,631,643,653,684,690,733,736,739,742,757,759,787,807,808,818,839,841,842,843,844,845,849,850,852,894,910,924,932,940,943,981,1044,1045,1053,1054,1203,1215,1259,1301,1304,1315,1326,1330,1333,1337,1347,1371,1380,1381,1385,1397,1418,1419,1423,1429,1440,1442,1447,1448,1449,1450,1451,1452,1453,1456,1457,1458,1460,1461,1464,1468,1469,1470,1471,1472,1479,1480],python_cod:39,python_model_with_scripted_submodul:1464,python_only_fn:850,pythoncod:39,pytorch:[0,2,3,4,5,10,11,16,17,20,22,24,26,33,34,39,98,513,564,577,589,598,629,634,635,644,658,673,684,688,738,739,780,794,827,828,849,867,876,877,885,893,909,911,921,926,960,967,1086,1215,1248,1254,1259,1310,1342,1347,1355,1365,1382,1386,1390,1416,1429,1433,1434,1439,1442,1443,1448,1449,1453,1454,1455,1456,1457,1458,1461,1463,1464,1466,1467,1468,1470,1471,1473,1474,1476,1477,1478,1480,1485,1486,1487,1488,1490],pytorch_cuda_alloc_conf:1450,pytorch_jit:1431,pytorch_no_cuda_memory_cach:[1450,1455],pytre:39,q_add:1486,q_filter:1486,q_input:1486,q_per_channel_axi:[409,410,1432,1468],q_per_channel_scal:[1432,1468],q_per_channel_zero_point:[1432,1468],q_proj_weight:1432,q_scale:[1432,1468],q_zero_point:[1432,1468],qat:1467,qconfig:[1467,1468,1483,1485,1489],qconfig_dict:[1467,1489],qconfig_propagation_list:1489,qconfig_spec:1489,qconfigdynam:[1468,1489],qengin:1467,qfint32:1479,qfunction:1468,qint32:[1312,1313,1468,1486],qint32storag:1475,qint8:[1312,1313,1467,1468,1479,1484,1486,1487,1489],qint8storag:1475,qnnpack:1467,qparams_dict:[1485,1486,1487],qquad:[866,868,870,871,872,873,874,885,888,1222],qscheme:[1432,1468,1480,1489],qtensor:[414,1432],quad:[24,960,961,980,1009,1010,1034,1050,1092],quadrant:582,quadrat:[1074,1453],qualfii:39,qualifi:[18,30,39,841,1043,1464],qualified_nam:39,qualiti:[4,7,17],quant:[753,754,1467,1483,1485,1489],quant_max:[753,754,1432,1489],quant_min:[753,754,1432,1489],quantifi:[4,1092],quantil:[925,942,1432,1474],quantiti:[18,1232,1233,1235,1236,1238,1241,1242,1243,1244,1294,1454],quantiz:[10,39,161,265,277,408,409,410,411,412,414,608,724,753,754,1312,1313,1314,1315,1316,1430,1462,1476,1479,1480,1482,1483,1485],quantization_schem:[1312,1313,1314,1315,1316],quantize_dynam:[1467,1468,1489],quantize_fx:1467,quantize_per_channel:[1432,1468],quantize_per_tensor:[1314,1315,1316,1432,1467,1468,1486],quantize_qat:[1468,1489],quantized_batch_norm:1432,quantized_gru:1432,quantized_gru_cel:1432,quantized_input:1486,quantized_lstm:1432,quantized_lstm_cel:1432,quantized_max_pool1d:1432,quantized_max_pool2d:1432,quantized_rnn_relu_cel:1432,quantized_rnn_tanh_cel:1432,quantizedcpu:1467,quantizedcustommodul:1489,quantizt:1467,quantstub:[1467,1468,1489],quantwrapp:[1468,1489],quasi:1317,quasirandom:1317,quennevil:9,queri:[33,39,657,658,841,1043,1049,1226,1432,1450,1464],queryabl:1464,question:[4,16,39,1430,1447],queu:[422,659,1450],queue:[7,24,35,1440,1478],queue_2:1440,quick:[2,7,1457],quickli:[7,17,33],quickstart:20,quint4x2:1479,quint4x2storag:1475,quint8:[1312,1313,1314,1315,1316,1467,1468,1479,1486,1489],quint8storag:1475,quit:[4,7,39,1434,1452,1453,1464,1470],quotient:780,qw_i:1049,r_i:22,r_t:[995,1278],race:1447,rad2deg:[1432,1441,1473],rad2deg_:[1432,1441,1473],radian:[22,564,582,723,1318,1432],raghuraman:9,raghuramank100:9,rais:[1,2,6,7,11,18,21,22,24,26,33,38,39,40,254,256,563,595,596,597,598,599,600,602,603,625,711,778,783,839,841,845,847,854,866,868,874,875,880,887,890,891,894,916,1043,1227,1228,1233,1235,1238,1248,1416,1435,1440,1447,1450,1452,1453,1462,1464,1465,1469,1470,1480,1488],raise_except:[602,603],raise_stmt:1434,ram:[894,1450],ramazanli:9,rand:[1,2,22,39,274,559,565,595,596,597,598,599,600,654,756,758,762,763,767,768,770,772,846,850,852,853,854,897,899,1086,1087,1088,1089,1090,1112,1130,1131,1215,1227,1303,1314,1315,1316,1320,1431,1432,1433,1434,1436,1441,1442,1462,1465,1470,1471,1474,1477,1478,1481],rand_lik:[1432,1436,1450,1481],randint:[473,615,654,778,930,967,1092,1123,1124,1371,1432,1436,1442,1478,1481],randint_lik:[1432,1436,1481],randn:[2,10,18,22,39,230,252,419,473,510,514,540,550,551,552,553,554,555,556,557,561,562,565,574,575,576,577,579,580,581,582,583,584,585,586,612,624,631,633,634,635,636,637,639,649,650,651,652,653,655,718,719,720,721,726,727,728,729,732,739,753,754,779,815,816,819,850,866,867,868,869,870,871,872,873,874,875,876,880,881,884,885,886,887,888,889,890,891,896,898,902,903,910,913,914,915,917,918,919,922,924,925,927,929,930,931,932,933,934,937,946,949,950,951,953,954,955,956,958,959,960,961,962,963,964,965,966,967,968,969,970,971,972,973,974,976,977,979,980,982,983,984,985,986,988,989,990,991,992,993,994,995,996,997,998,999,1000,1001,1002,1005,1006,1007,1008,1010,1011,1012,1013,1014,1015,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1041,1042,1050,1051,1052,1053,1054,1055,1056,1057,1058,1060,1061,1062,1063,1069,1070,1072,1073,1076,1077,1078,1079,1080,1081,1082,1083,1084,1085,1091,1093,1094,1098,1112,1113,1115,1116,1117,1118,1119,1120,1122,1123,1124,1134,1135,1141,1174,1180,1181,1262,1301,1306,1307,1308,1310,1311,1324,1328,1329,1339,1341,1360,1362,1365,1366,1369,1371,1375,1376,1385,1386,1390,1391,1394,1395,1398,1402,1405,1406,1408,1411,1416,1421,1422,1425,1432,1433,1434,1436,1441,1442,1447,1448,1449,1450,1451,1452,1455,1457,1459,1460,1462,1463,1464,1467,1470,1473,1474,1476,1478,1481,1483,1484,1486,1487],randn_lik:[1432,1436,1481],random:[22,24,33,39,40,102,614,679,680,685,691,692,708,709,712,713,798,818,895,916,956,967,988,995,1013,1061,1132,1182,1187,1210,1223,1229,1235,1236,1243,1244,1260,1300,1317,1319,1320,1321,1322,1323,1324,1325,1346,1354,1387,1429,1430,1432,1454,1462,1478],random_:[960,961,980,1050,1113,1432,1441,1481],random_devic:40,random_sampl:1432,random_se:17,random_split:16,random_tensor:1471,random_unstructur:[1240,1245],randomli:[16,603,956,982,983,984,988,1061,1125,1126,1127,1132,1235,1456,1457,1486,1487],randomsampl:16,randperm:[1432,1436,1481],rang:[1,2,4,16,18,19,21,22,33,34,36,39,40,242,417,551,583,614,639,703,704,711,739,785,806,807,891,900,916,926,942,952,980,989,991,992,996,1002,1014,1033,1045,1050,1054,1060,1076,1077,1078,1082,1134,1135,1139,1194,1215,1220,1283,1284,1286,1287,1289,1290,1291,1292,1293,1294,1295,1296,1311,1370,1415,1431,1432,1434,1447,1449,1450,1453,1457,1458,1462,1463,1466,1467,1469,1474,1476,1478,1479,1480,1481,1487,1489],rangl:22,rank:[16,17,18,19,21,22,24,31,33,34,36,877,881,911,913,921,1035,1082,1215,1227,1300,1387,1432,1451,1458,1462,1465,1470,1471],rankon:1227,rao:9,raoof:9,rapidli:1453,rare:[7,1446,1488],rate:[1,17,22,983,984,988,1215,1265,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1303,1456,1478],rather:[4,6,11,18,24,26,35,39,371,608,634,738,839,842,1105,1139,1150,1207,1223,1353,1431,1434,1442,1448,1452,1462,1464,1467,1470,1478,1486],ratio:[22,24,991,992,1134,1135,1432,1480],ravel:[1234,1432],raw:[4,39,787,885,980,1450,1464],raw_data:1464,raw_tim:4,raziel:9,rbrace:[1406,1407,1408,1409],rceil:[566,633],rcond:[877,884,1302,1432],rdinat:1372,rdzv:24,rdzv_backend:[32,34,36],rdzv_endpoint:[32,34,36],rdzv_handler:[24,25,33],rdzv_id:[32,34],rdzv_impl:33,reach:[7,8,16,17,18,19,24,33,895,1215,1284,1287,1290,1291,1458,1465,1470],reachabl:18,react:24,read:[16,18,24,26,33,34,39,384,577,722,787,847,894,1294,1396,1441,1442,1447,1448,1450,1456,1464,1467,1470],read_text:1464,read_timeout:33,readabl:[0,4,16,31,39,689,701,1462],readi:[7,11,38,613,622,803,804,1215,1431,1451,1470,1471],readlin:[847,894,1464],readm:[28,29],readonli:3,readthedoc:739,real:[16,22,39,553,554,555,556,557,564,602,612,637,645,650,690,738,755,756,758,760,765,766,767,768,769,770,771,772,831,833,834,837,838,857,866,867,868,869,870,871,872,873,874,879,881,883,884,885,886,888,889,892,893,909,1010,1052,1055,1056,1092,1222,1365,1382,1386,1390,1421,1422,1429,1432,1434,1447,1450,1464,1467,1470,1472,1477,1480,1488],real_data_1:1450,real_data_2:1450,real_input:1450,real_target:1450,real_vector:22,realist:1450,realiti:5,realli:[2,7,39,1434,1447,1464],realloc:816,realpython:39,reap:35,rearrang:[759,764,968,1055,1056,1180,1181,1442],reason:[4,16,18,760,841,852,853,925,960,1043,1141,1214,1227,1342,1431,1433,1434,1447,1451,1460,1462,1470,1476,1488,1489],reassign:[39,1450],rebas:7,rebuild:[7,17],rebuilt:[7,17,21],recal:[961,1452,1478],receiv:[2,7,16,18,21,22,38,700,841,1043,1214,1215,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1295,1434,1440,1446,1458,1465,1470,1471,1472],recent:[1,2,7,36,38,540,604,817,826,1433,1434,1452,1459,1480],recip:[1,4,1043,1215,1229,1446,1457,1470],reciproc:[1,421,1341,1432,1441],reciprocal_:[1432,1441],recogn:[16,1434,1470],recommend:[1,2,16,17,18,22,24,33,34,38,39,40,384,589,647,648,760,766,767,768,828,843,877,895,952,981,1151,1215,1317,1396,1413,1429,1431,1440,1442,1445,1446,1447,1449,1450,1452,1457,1458,1460,1462,1464],recompil:[11,39],recomput:[6,1150,1256,1463],recompute_scale_factor:1150,recomputed_scale_factor:1150,reconstruct:[657,913,960,961,1454,1460,1464],record:[2,6,25,26,27,31,34,38,39,381,382,383,384,385,431,566,613,622,657,658,740,741,742,752,757,771,787,788,789,803,804,841,852,856,893,909,981,1043,1263,1264,1319,1320,1321,1322,1323,1324,1325,1326,1372,1373,1396,1427,1428,1431,1433,1446,1447,1450,1452,1462,1466,1468,1470,1478,1479,1480,1489],record_and_sav:1466,record_ev:658,record_except:26,record_shap:[2,1466],record_stack_trac:39,record_stream:[1432,1450],recordfunct:1456,recordfunctioncallback:1456,recordingobserv:[1468,1489],recov:[24,760,886,915,1215,1248,1382,1446,1453,1454],recoveri:1453,recreat:[2,1447],rect:1432,rectangular:[915,1445],rectifi:[1061,1062,1184,1445,1468],recurr:[18,852,967,981,995,996,1013,1058,1225,1251,1279,1450,1487],recurs:[2,22,39,730,841,850,1043,1285,1433,1452,1457,1464,1470],recursivescriptmodul:1460,recv1:1471,recv2:1471,recv:[18,1215,1471],red:[1433,1434],redeclar:1431,redirect:[11,24,31],redistribut:1461,reduc:[1,4,11,18,19,21,447,553,559,561,562,563,565,574,575,605,662,673,879,883,885,888,892,910,922,924,925,927,930,940,941,942,943,960,961,962,963,964,978,980,987,1003,1009,1010,1034,1035,1046,1047,1048,1050,1057,1074,1075,1082,1091,1112,1113,1121,1123,1131,1147,1150,1151,1152,1162,1170,1171,1172,1174,1175,1182,1192,1193,1204,1207,1215,1223,1257,1271,1294,1308,1310,1311,1371,1380,1381,1385,1386,1403,1418,1419,1432,1440,1441,1447,1449,1450,1451,1452,1457,1459,1460,1461,1463,1464,1465,1467,1488,1489],reduce_multigpu:18,reduce_op:18,reduce_rang:[1467,1468,1489],reduce_scatt:18,reduce_scatter_multigpu:18,reducelronplateau:1463,reduceop:18,reduct:[1,18,447,877,900,942,960,961,967,978,980,987,997,1003,1004,1009,1010,1034,1035,1046,1047,1048,1050,1057,1074,1075,1091,1092,1112,1113,1121,1123,1124,1131,1136,1147,1148,1151,1152,1162,1170,1171,1172,1174,1182,1192,1193,1204,1205,1215,1311,1432,1441,1451,1454,1464,1467,1468],redunct:1215,redund:[18,755,756,758,760,770,772,1382],redundantli:1446,reed:9,reevalu:[1265,1266,1267,1268,1269,1270,1271,1272,1276,1278,1279,1280,1281,1282,1463],refactor:[7,39,1461,1467],refcount:[16,1440,1458],refer:[16,17,18,19,22,25,28,29,33,34,38,195,573,577,589,626,686,742,787,829,841,843,850,855,868,879,883,892,895,967,997,1043,1092,1105,1113,1122,1123,1139,1206,1215,1266,1267,1268,1269,1270,1272,1278,1279,1280,1300,1317,1387,1429,1432,1440,1441,1443,1446,1447,1450,1451,1452,1453,1454,1457,1458,1459,1463,1467,1470,1471,1476,1477,1478,1481],referenc:[39,841,1043,1405,1433,1447,1462,1470],refil:1450,refin:[846,1442],refine_nam:[1432,1441,1442],reflect:[394,451,485,786,787,838,893,909,972,973,974,1019,1020,1021,1064,1065,1066,1139,1177,1295,1382,1431,1453,1477],reflection_pad1d:1432,reflection_pad2d:1432,reflection_pad3d:1432,reflectionpad1d:1416,reflectionpad2d:[1177,1416],reflectionpad3d:1416,reflector:[793,1222,1298],regard:[18,975,976,977,986,987,1130,1131,1266,1267,1268,1269,1270,1272,1278,1279,1280,1431,1472],regardless:[1,16,648,844,848,1413,1446,1450,1460,1470,1480],regener:39,region:[1,4,22,30,957,958,959,991,992,1002,1004,1036,1037,1038,1108,1109,1134,1135,1390,1431,1440,1446,1450,1486],regist:[2,12,17,18,21,22,33,35,39,423,690,841,894,1043,1044,1045,1053,1054,1071,1211,1212,1213,1214,1215,1216,1222,1223,1224,1225,1227,1440,1451,1452,1456,1457,1462,1464,1470],register_backend:[18,1470],register_backward_hook:[841,1043,1214],register_buff:[841,1043,1431,1433,1452,1457],register_comm_hook:[17,1215],register_custom_op_symbol:1462,register_extern_hook:1464,register_forward_hook:[841,1043,1212,1457],register_forward_pre_hook:[841,981,1043,1213,1457],register_full_backward_hook:[841,1043,1457],register_hook:[2,1441,1447],register_intern_hook:1464,register_kl:22,register_mock_hook:1464,register_module_forward_hook:1457,register_module_forward_pre_hook:1457,register_module_full_backward_hook:[1211,1457],register_packag:894,register_paramet:[841,1043,1452,1457],register_parametr:[1222,1223,1224,1225,1254,1443],register_tim:35,registr:[21,38,1215,1224,1227,1462,1464],regress:[7,960,1009,1459],regular:[2,4,5,18,24,34,39,967,982,983,984,988,1028,1042,1043,1044,1045,1053,1054,1132,1169,1210,1217,1218,1269,1434,1442,1452,1456,1457,1462,1464,1467,1468,1470,1474],regularli:7,reimplement:[1223,1254],reinforc:[22,1072,1191],reiniti:1429,reinterpret:[22,434],reinterpreted_batch_ndim:22,reiss:9,rejoin:1450,rel:[8,11,17,22,39,560,602,603,654,830,1091,1092,1105,1139,1294,1449,1450,1456,1464,1480],relai:1473,relat:[2,7,8,16,18,24,37,799,874,990,1074,1094,1215,1300,1447,1464,1470,1473,1474,1480,1488],relationship:[2,30,39,641,799,1092,1447,1450,1460,1464],relative_error:1450,relative_path_to_checkpoint:1429,relative_to:1461,relax:[22,852,853,1227],relaxed_bernoulli:22,relaxed_categor:22,releas:[2,7,15,18,33,35,39,554,634,635,656,673,682,683,686,690,700,738,780,794,867,876,877,885,893,909,911,921,1009,1013,1058,1151,1259,1310,1326,1342,1365,1382,1386,1390,1429,1430,1433,1440,1447,1449,1450,1455,1459,1460,1461,1462,1467,1470,1480],relev:[8,19,24,33,38,371,1435,1446,1447,1464,1467],relevant_arg:1488,reli:[4,8,11,16,17,24,26,39,98,589,893,909,981,1447,1449,1451,1452,1459,1460,1477],reliabl:4,reload:1429,relu1:[1071,1210,1489],relu2:[1071,1210],relu6:[1432,1468],relu6_:1432,relu:[4,39,850,1043,1058,1060,1071,1079,1086,1088,1090,1186,1187,1210,1431,1432,1438,1442,1445,1457,1460,1462,1467,1468,1482,1483,1484,1487,1489],relu_1:39,relu_:[1432,1468],relu_decomposit:39,rem:1461,remain:[22,33,39,911,932,986,987,1130,1131,1210,1215,1229,1230,1231,1232,1233,1234,1235,1236,1245,1311,1333,1440,1446,1453,1457],remaind:[425,783,799,1432],remainder_:1432,remap:[40,844,847,894,916,1429,1439,1469],remedi:1434,rememb:[1453,1458],remot:[16,18,24,1215,1465,1470,1471],remote_devic:1470,remote_linear_modul:1470,remote_modul:1470,remote_paramet:1470,remov:[2,4,8,18,22,34,36,39,423,450,475,563,634,635,690,738,780,794,838,841,844,911,918,921,1043,1044,1053,1141,1211,1212,1213,1214,1215,1223,1228,1229,1230,1231,1232,1233,1234,1235,1236,1241,1242,1243,1244,1246,1247,1259,1310,1326,1365,1377,1386,1390,1412,1438,1447,1457,1460,1462,1464,1472,1489],removablehandl:[841,1043,1211,1212,1213,1214,1464],remove_dropout:1438,remove_dupl:[841,1043],remove_qconfig:1489,renam:[921,1432,1441,1442],rename_:[1432,1441,1442],rename_map:1442,renamed_img:1442,render:[7,18,1478],rendezv:[18,20,24,30,32,34,36,1451,1470],rendezvousbackend:33,rendezvousclosederror:33,rendezvousconnectionerror:33,rendezvouserror:33,rendezvoushandl:[25,33,34],rendezvoushandlerregistri:33,rendezvousparamet:33,rendezvousstateerror:33,rendezvoustimeout:33,rendezvoustimeouterror:33,renorm:[1,427,986,987,1130,1131,1432],renorm_:1432,reorder:[759,882],reorgan:1450,rep:509,repackag:1453,reparameter:[22,1229,1230,1231,1232,1233,1234,1235,1236,1245,1246,1247,1256],reparametr:[22,1141,1229,1230,1231,1232,1233,1234,1235,1236,1239],reparametriz:22,repeat:[4,22,429,654,739,870,871,888,913,1112,1113,1300,1332,1386,1387,1399,1432,1434,1466],repeat_interleav:[428,1416,1432],repeatedli:[19,1450,1473],repetit:[4,1332,1399],repl:2,replac:[1,2,11,16,17,18,34,39,70,358,635,690,738,739,845,847,854,911,935,939,1074,1085,1210,1237,1238,1239,1241,1242,1243,1244,1256,1310,1365,1386,1390,1431,1432,1434,1438,1450,1454,1456,1458,1461,1462,1464,1467,1468,1480,1482,1489],replace_all_uses_with:39,replace_input_with:39,replace_with:39,replai:[656,682,1450],replic:[4,16,799,849,972,973,974,981,990,1019,1020,1021,1067,1068,1069,1094,1177,1203,1215,1465],replica:[16,17,18,21,31,981,1215,1451],replication_pad1d:1432,replication_pad2d:1432,replication_pad3d:1432,replicationpad1d:1416,replicationpad2d:[1177,1416],replicationpad3d:1416,repo:[7,1287,1429,1461],repo_nam:1429,repo_or_dir:1429,repo_own:1429,report:[2,4,5,8,18,26,34,38,39,1446,1450,1465],repositori:[8,39,1429,1452,1458],repr:[1353,1434],repres:[2,10,16,17,22,23,24,26,27,33,35,39,587,650,654,656,680,683,739,760,765,766,767,768,799,806,830,831,834,837,840,852,853,952,967,1043,1092,1094,1215,1221,1224,1229,1232,1233,1234,1235,1236,1238,1241,1242,1243,1244,1248,1255,1287,1293,1298,1300,1311,1365,1382,1386,1390,1413,1414,1421,1422,1431,1433,1434,1447,1452,1454,1456,1457,1462,1465,1467,1468,1470,1473,1476,1490],represent:[1,4,11,16,18,31,39,417,755,756,758,778,793,841,874,939,1043,1049,1298,1431,1434,1452,1462,1464,1467,1468,1480,1486,1490],reproduc:[7,16,254,449,615,967,972,973,974,975,976,977,1115,1116,1117,1118,1119,1120,1124,1131,1139,1150,1177,1207,1208,1209,1210,1429,1430,1463,1464],requant:1467,request:[8,10,18,35,700,895,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1429,1446,1447,1449,1450,1464,1470,1471,1472,1474],request_queu:35,requir:[1,2,6,8,11,12,16,17,18,19,21,22,24,32,33,38,39,70,98,163,274,431,447,449,489,587,589,592,595,596,597,598,599,600,601,690,699,739,755,756,758,760,761,762,763,765,766,767,768,769,770,772,776,777,790,874,895,980,986,987,1086,1087,1088,1089,1090,1092,1131,1210,1215,1216,1225,1227,1229,1271,1281,1416,1429,1431,1434,1436,1438,1440,1442,1446,1447,1449,1450,1451,1452,1453,1454,1455,1456,1457,1458,1460,1462,1464,1465,1467,1470,1471,1472,1478,1480,1488,1489],require_grad:[601,1434,1447],requires_grad:[2,6,22,274,381,382,383,384,385,423,431,566,578,590,591,593,594,602,603,604,605,611,613,622,690,740,741,742,743,752,757,771,787,788,789,803,804,817,841,856,893,909,960,961,980,986,987,997,1010,1034,1035,1043,1050,1057,1091,1112,1113,1123,1174,1215,1216,1217,1218,1253,1257,1263,1264,1319,1320,1321,1322,1323,1324,1325,1326,1350,1369,1372,1373,1396,1416,1427,1428,1432,1436,1441,1442,1450,1452,1457,1460,1462,1463,1470,1471,1479,1480,1481],requires_grad_:[274,384,841,967,1043,1124,1369,1396,1432,1441,1447,1479],requiresgrad:1462,requisit:39,rerr:895,rerun:[6,18,1450],res:[624,1464,1467],rescal:[960,961,980,1047,1048,1050,1076,1078,1112,1113,1123,1174,1227,1254],rese:1459,research:[7,1215,1429,1447,1454,1460],resembl:[4,12],reserv:[30,700,1435,1450,1457],reserved_byt:700,reset:[2,589,656,693,695,705,706,707,995,1059,1300,1317,1387,1462,1469],reset_peak_memory_stat:[693,695,705,706],reshap:[12,22,433,434,447,473,540,642,722,736,737,774,808,857,879,883,890,891,892,990,1064,1065,1066,1067,1068,1094,1223,1254,1259,1371,1374,1397,1398,1403,1423,1424,1432,1442,1462,1477,1478],reshape_a:[1432,1477],reshapetransform:22,reshuffl:16,resid:[18,38,139,230,276,894,1215,1450,1465,1470],residu:[877,895,911,1432,1457],resili:1280,resiz:[434,435,454,474,475,786,787,1095,1139,1150,1441,1468,1475],resize_:[163,435,858,1431,1432,1433,1441,1468,1475],resize_as_:[163,1432,1441,1473],resize_as_sparse_:1432,resnet18:[39,1429,1431,1433,1439,1464],resnet50:[1429,1478],resnet:[1429,1431,1433,1457,1464,1478],resnext:1465,resolut:[1055,1056,1105,1139,1180,1181,1403,1435,1464,1490],resolv:[7,8,22,39,841,975,976,977,990,1043,1433,1434,1435,1461,1464],resolve_conj:[647,1432],resolve_neg:1432,resort:[1450,1454,1464],resourc:[11,16,24,29,33,39,1434,1440,1473],resp:[866,869,871,873,888],respect:[1,18,19,21,22,31,33,38,39,139,151,423,510,528,556,557,558,583,589,601,603,639,654,727,729,742,799,841,868,870,871,877,882,885,887,888,895,929,939,960,967,975,976,977,981,995,997,1013,1043,1044,1053,1058,1091,1092,1093,1095,1139,1214,1229,1233,1235,1281,1294,1365,1386,1398,1442,1446,1450,1454,1457,1465,1473,1474,1475,1480,1489],respectivali:[1088,1090],respond:[7,18],respons:[5,7,8,18,21,22,24,30,35,38,1031,1157,1215,1447,1450,1452,1457,1470],responsibl:18,rest:[7,16,17,34,39,787,890,891,1397,1442,1457,1459,1464,1465,1467,1468,1470,1489],restart:[24,34,36,1285,1286,1440,1478],restor:[6,39,40,1337,1457,1460],restrict:[4,16,980,1009,1433,1434,1435,1442,1447,1450,1454,1465,1467,1468],restructur:[7,1464],result:[2,4,5,7,11,16,17,18,22,24,26,31,34,38,39,101,163,164,195,196,256,274,336,431,433,485,541,553,554,555,556,557,559,561,562,563,565,577,595,596,597,598,599,600,602,603,605,612,615,617,620,626,630,635,641,643,650,652,661,663,665,700,718,719,720,721,722,733,742,757,760,764,771,778,783,787,793,807,809,819,832,841,843,844,850,852,853,855,857,858,862,871,876,879,883,887,888,892,902,903,910,922,924,925,926,927,930,940,943,981,983,984,988,990,995,1013,1043,1058,1094,1122,1139,1150,1203,1206,1207,1215,1222,1224,1257,1258,1259,1260,1293,1298,1300,1307,1308,1311,1317,1336,1345,1347,1362,1371,1378,1382,1385,1386,1387,1392,1397,1402,1403,1405,1406,1408,1431,1432,1433,1434,1438,1441,1442,1445,1446,1447,1448,1449,1450,1451,1452,1453,1454,1455,1457,1459,1462,1463,1465,1466,1470,1471,1473,1476,1478,1479,1480,1488],result_typ:1432,resum:[33,1287,1293,1294,1470,1472,1478],ret:[1452,1462,1470],ret_fut:1470,retain:[2,18,559,561,562,565,574,575,578,844,858,879,883,892,910,922,924,925,927,930,940,941,942,943,1259,1308,1311,1342,1380,1381,1385,1406,1407,1408,1409,1418,1419,1440,1458],retain_grad:[274,1432],retain_graph:[2,98,589,601,1432,1446,1447,1470],retain_out_fil:4,retains_grad:1432,rethink:[980,1123],retri:[24,26,35,700,1472],retriev:[2,6,16,17,18,24,33,39,467,587,588,986,990,1094,1130,1215,1249,1447,1456,1464,1465,1470,1471,1472],retryabl:33,return_complex:[289,485,838,1382,1432],return_count:[533,534,1413,1414,1432],return_indic:[953,954,955,991,992,1036,1037,1038,1039,1040,1041,1102,1103,1104,1134,1135,1432,1486],return_invers:[533,534,1413,1414,1432],return_output_nod:39,return_stmt:1434,return_typ:[39,563,718,719,858,886,922,925,927,930,941,1366,1400,1405],return_valu:[24,25,31],returnannot:1434,reus:[2,18,39,422,1447,1470],reveal:[18,1451],revers:[1,22,39,447,757,759,775,911,1013,1056,1181,1215,1229,1230,1231,1232,1233,1234,1235,1236,1245,1365,1417,1432,1433,1434,1447,1451,1479],revert:[8,1079,1196,1472],review:[8,17,1464],revis:34,reward:22,rewrit:[1438,1447,1454],rewritten:1454,rfc:[1447,1471],rfft2:[756,767],rfft:[755,760,766,770,771,772],rfftn:[758,768,770],rfloor:[779,784,952,957,958,959,972,973,974,990,1011,1012,1036,1037,1038,1094,1095,1096,1097,1109,1177,1326,1382],rgb:[1007,1008,1478],rho:1266,rho_:1278,rho_t:1278,rhs:877,riba:[1091,1092],rich:1434,richard:22,riemann:[1403,1447,1454,1474],right:[1,7,18,22,39,566,613,620,622,623,628,633,732,776,779,780,784,803,804,811,838,856,887,888,894,900,901,935,952,957,958,959,960,961,972,973,974,990,997,1009,1010,1011,1012,1031,1032,1033,1034,1036,1037,1038,1046,1047,1048,1052,1053,1059,1091,1094,1095,1096,1097,1139,1159,1177,1220,1227,1271,1285,1286,1326,1345,1382,1398,1403,1405,1417,1429,1432,1434,1440,1441,1442,1452,1454,1462,1472,1474,1489],right_invers:[1224,1227],rightarrow:799,rightmost:[22,625,807,1434],risk:[7,595,597,1224,1227],riski:7,rng:[6,16,679,712,1346,1450,1459,1469],rnn:[15,995,996,1013,1014,1060,1216,1225,1248,1432,1436,1453,1457,1467,1468,1478,1487,1489],rnn_cell:1225,rnn_relu:1432,rnn_relu_cel:1432,rnn_tanh:1432,rnn_tanh_cel:1432,rnncell:[1,1467,1468],road:11,robi:9,robieta:9,robin:18,robust:[4,895,1440,1457],rocm:1430,rocm_vers:1455,rocmdoc:1455,role:[24,25,33,34],role_rank:[24,34],role_world_s:[24,34],roll:1432,roof:608,rool:33,root:[18,26,33,34,39,872,873,1279,1341,1375,1438,1447,1464,1470,1471,1473],root_fn:39,root_modul:39,ross:1074,rot90:1432,rotat:[22,871,888,1338,1386],rough:7,roughli:[16,1451],round:[16,18,443,566,650,652,733,760,764,766,767,768,780,877,885,1150,1310,1362,1432,1434,1441,1450,1467,1474,1485,1489],round_:[1432,1441],rounding_mod:[175,176,177,178,733,734,780,1410,1432],roundtrip:[7,766,767,768],routin:[636,895,1366,1386],row:[16,17,22,254,256,559,565,595,597,632,650,654,722,738,752,776,777,858,882,885,888,910,911,913,922,924,925,927,930,935,941,942,943,1130,1131,1179,1222,1258,1308,1311,1331,1371,1373,1385,1403,1407,1409,1417,1424,1432,1454,1473,1478],row_limit:1466,row_stack:1432,rowmajor:[2,1215],rpc:[38,1215,1430,1434,1465,1471,1472],rpc_async:[38,1434,1470,1472],rpc_backend_opt:1470,rpc_sync:[1434,1470,1471,1472],rpc_timeout:1470,rpcagent:1470,rpcbackendopt:1470,rref1:[1470,1471],rref2:[1470,1471],rref:[1215,1434,1465,1471],rrefid:1472,rrelu:[1188,1432],rrelu_:1432,rrelu_with_nois:1432,rrelu_with_noise_:1432,rsampl:22,rsqrt:[1,445,1432,1441],rsqrt_:[1432,1441],rst:7,rsub:1432,rtol:[64,282,560,602,603,830,1431,1432,1480],ruberri:9,rule:[18,22,39,98,589,628,629,722,887,962,963,964,1006,1007,1008,1082,1229,1230,1231,1232,1233,1234,1235,1236,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281,1345,1403,1431,1433,1441,1447,1448,1452,1454,1476,1480],run:[1,2,3,4,5,6,7,11,12,16,17,18,19,21,22,24,25,26,31,32,33,34,35,36,38,39,98,589,601,602,603,604,689,690,739,817,841,842,843,844,847,848,850,852,853,877,894,895,925,962,963,964,981,1006,1007,1008,1016,1017,1018,1025,1026,1027,1043,1071,1082,1210,1215,1266,1268,1269,1270,1272,1278,1282,1352,1370,1407,1409,1416,1430,1431,1434,1438,1440,1446,1447,1449,1450,1451,1452,1453,1454,1456,1457,1458,1459,1460,1461,1462,1463,1464,1465,1467,1468,1469,1470,1471,1472,1478,1481,1485,1489],run_14h:1478,run_arg:1489,run_fn:[2,6,1489],run_frozen_optim:844,run_id:[33,34],run_model:1453,run_nam:1478,run_nod:39,run_process:1471,run_result:25,runnabl:[39,1446,1462,1478],running_max:1432,running_mean:[841,962,963,964,1006,1007,1008,1016,1017,1018,1025,1026,1027,1043,1082,1110,1149,1432,1457,1460],running_min:1432,running_var:[841,962,963,964,1006,1007,1008,1016,1017,1018,1025,1026,1027,1043,1082,1110,1149,1432,1460],runningmean:1457,runprocsresult:31,runresult:24,runtim:[2,4,6,11,18,39,608,736,808,841,893,909,1043,1217,1218,1306,1416,1423,1434,1441,1442,1447,1450,1452,1458,1462,1480,1489],runtimeerror:[1,2,11,18,21,39,40,230,540,563,591,604,625,783,817,826,841,866,867,868,874,875,876,880,887,890,891,916,935,1043,1416,1431,1433,1434,1441,1446,1448,1453,1459,1461,1462,1467,1469,1473,1476],runtimewarn:22,rv0:1431,rv1:1431,rvert:[560,830,1480],rvert_p:[1091,1175],s0_sqrt:1227,s1064827500366124:895,s1064827500370883:895,s_0:926,s_i:22,s_min:967,s_n:967,sacrific:[1445,1450],safe:[1,18,33,38,39,691,692,708,709,1215,1431,1434,1446,1447,1450,1456,1470],safest:11,safeti:[24,1431,1434,1442],sai:[7,39,431,841,1043,1431,1446,1447,1453,1471,1472,1473],said:[595,596,597,598,599,600],sake:39,sam:[8,9],same:[1,2,4,7,11,12,13,16,17,18,19,21,22,23,24,30,31,33,34,35,36,38,39,87,101,138,163,196,252,254,256,260,278,371,381,382,383,384,385,394,407,419,432,433,435,447,449,451,473,510,540,541,553,559,561,562,563,565,578,592,595,596,597,598,599,600,602,603,612,614,615,617,620,624,626,628,631,638,645,655,656,657,662,664,682,690,722,727,729,735,739,741,745,755,756,758,759,760,761,762,763,764,765,766,767,768,769,770,772,783,786,787,789,790,793,799,807,815,816,832,838,841,849,850,852,853,857,858,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,884,885,886,887,888,889,910,917,922,924,925,926,927,930,940,943,944,950,951,954,955,956,958,959,960,961,962,963,964,965,966,969,970,971,972,973,974,975,976,977,978,979,980,982,983,984,985,987,988,990,993,997,998,999,1000,1001,1002,1003,1004,1005,1006,1007,1008,1009,1010,1012,1015,1025,1026,1027,1029,1030,1031,1032,1033,1034,1035,1037,1038,1039,1040,1041,1042,1043,1046,1047,1048,1051,1052,1057,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1071,1072,1073,1074,1075,1076,1077,1078,1079,1080,1081,1082,1083,1084,1085,1086,1094,1095,1098,1105,1111,1112,1113,1115,1116,1117,1123,1131,1139,1141,1150,1151,1207,1215,1222,1227,1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242,1248,1252,1259,1260,1264,1298,1303,1304,1307,1308,1320,1322,1324,1328,1332,1333,1337,1345,1356,1367,1373,1379,1385,1386,1392,1403,1413,1414,1415,1416,1420,1428,1429,1431,1433,1434,1440,1441,1442,1446,1447,1448,1449,1450,1451,1452,1453,1454,1455,1456,1458,1459,1460,1462,1464,1465,1467,1468,1470,1471,1472,1473,1475,1476,1477,1478,1479,1480,1483,1484,1485,1486,1487,1488,1489],sampl:[16,22,39,40,101,102,314,390,417,532,614,654,690,757,771,799,853,913,935,956,960,961,965,972,973,974,975,976,977,978,980,982,983,984,986,987,988,997,1003,1006,1007,1008,1009,1010,1028,1030,1034,1035,1046,1047,1048,1050,1057,1061,1074,1075,1082,1091,1105,1112,1113,1123,1125,1126,1127,1130,1131,1132,1136,1139,1141,1149,1150,1151,1174,1182,1215,1223,1260,1286,1300,1303,1317,1319,1321,1323,1325,1380,1381,1418,1419,1445,1446,1450,1456,1457,1464,1467,1478,1486],sample_arg:690,sample_input:1457,sample_input_cpu:1431,sample_input_gpu:1431,sample_n:22,sample_r:1478,sample_shap:22,sampler:1468,samplingprob:1456,sane:1353,satisfactori:17,satisfi:[10,14,17,22,540,560,596,602,603,628,755,756,758,760,766,767,768,783,874,890,891,952,967,990,995,1013,1058,1238,1253,1330,1345,1382,1434,1447,1450,1454,1463,1465,1476],satur:[988,1132],save:[6,7,10,12,17,18,431,587,593,840,841,845,847,852,854,894,1043,1215,1283,1289,1292,1295,1431,1432,1439,1442,1452,1457,1458,1459,1464,1466,1467,1473,1478,1489],save_binari:1464,save_checkpoint:[34,36],save_for_backward:[2,592,594,1446,1447,1452,1462],save_invstd:1432,save_mean:1432,save_modul:1464,save_on_cpu:2,save_on_disk_threshold:1447,save_pickl:1464,save_source_fil:1464,save_source_str:1464,save_text:1464,save_to_buff:840,saved_tensor:[2,592,593,594,1446,1447,1452],saved_tensors_hook:[2,1447],saved_weight:431,savedtensor:1447,saving_loading_model:1457,sax:1445,scaffold:24,scalar1:1432,scalar2:1432,scalar:[2,22,49,98,102,201,254,382,514,554,555,578,589,595,596,599,601,617,620,628,650,654,733,739,783,788,799,819,832,861,862,918,926,942,952,960,961,967,978,980,981,997,1003,1004,1009,1010,1015,1035,1046,1047,1048,1050,1057,1074,1075,1091,1092,1141,1258,1263,1264,1294,1307,1309,1311,1329,1330,1345,1372,1373,1396,1413,1414,1425,1427,1428,1432,1433,1434,1445,1447,1452,1454,1462,1470,1473,1476,1478,1480,1486],scalar_scalar:1432,scalar_tensor:1432,scalar_valu:1478,scalartensor:1452,scale:[7,16,22,24,34,49,409,411,552,556,557,558,612,753,754,757,771,909,956,982,986,987,988,1004,1015,1070,1095,1096,1097,1130,1131,1132,1148,1150,1189,1194,1266,1287,1312,1313,1314,1315,1316,1370,1383,1430,1432,1442,1445,1450,1453,1457,1467,1468,1474,1486,1489],scale_channel:1442,scale_factor:[1095,1096,1097,1150,1207,1208,1209,1432,1486],scale_fn:1287,scale_grad_by_freq:[986,987,1130,1131,1432,1486],scale_hh:1432,scale_ih:1432,scale_mod:1287,scale_tril:22,scaled_grad_param:1446,scaler:[1,1446,1450],scales_d:1432,scales_h:1432,scales_w:1432,scan:1464,scatter:[18,447,449,981,1432,1453,1470],scatter_:[446,449,1343,1432],scatter_add:[1,1432],scatter_add_:[447,448,1344,1416,1432],scatter_list:18,scatter_object_input_list:18,scatter_object_list:18,scatter_object_output_list:18,scenario:[1,16,18,33,1450,1454,1466,1470],scene:[1460,1478],schedul:[24,26,38,1279,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1456,1466],scheduler1:[1283,1295,1463],scheduler2:[1283,1295,1463],schema:[18,1431,1432,1434,1462],scheme:[17,33,414,1457,1467,1489],schlosser:9,sci:895,sci_mod:1353,scientif:1353,scipi:[632,1179,1304,1464,1474,1478],scope:[7,35,39,787,1082,1238,1431,1433,1434,1450,1453,1462,1464,1472],scope_id:35,score:[980,1113,1123,1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242],scrambl:1317,scratch:[7,1447],script:[1,5,16,18,20,24,26,32,34,35,842,843,844,845,846,848,849,851,852,854,1429,1433,1434,1438,1449,1456,1460,1464,1470],script_add:1470,script_bar:843,script_g:1434,script_method:[1431,1462],script_model:1464,script_modul:1438,scriptabl:854,scriptdict:850,scripted_fn:[850,1431],scripted_inc:1434,scripted_model:[850,1464],scripted_modul:[844,850,1460],scriptfunct:[847,850,851,852,1462],scriptlist:850,scriptmodul:[840,844,847,849,850,852,853,1431,1433,1438,1462],scrutini:7,search:[7,10,17,628,1001,1144,1317,1345,1431,1441,1442,1464,1489],searchsort:1432,seat:8,sebastian:9,second:[6,11,18,21,24,26,33,35,39,553,556,558,560,574,575,576,582,602,603,612,616,617,619,620,621,624,655,727,729,735,738,744,781,782,791,792,799,802,809,810,811,819,830,859,861,894,900,901,912,918,923,925,926,928,929,941,945,948,952,958,959,965,973,974,976,977,986,987,994,995,1012,1013,1031,1035,1037,1038,1058,1071,1122,1124,1157,1210,1238,1268,1269,1272,1278,1293,1338,1369,1372,1402,1407,1409,1417,1420,1433,1434,1447,1453,1454,1457,1459,1461,1462,1466,1470,1474,1478],second_build_dir:4,second_valu:18,secondli:960,section:[2,7,16,22,24,25,39,70,700,739,799,981,995,1013,1041,1058,1251,1397,1431,1432,1433,1434,1435,1440,1442,1446,1447,1450,1451,1452,1454,1455,1457,1458,1471,1478],secur:1464,see:[1,2,3,4,5,6,7,8,11,12,15,16,18,19,22,25,33,34,36,38,39,41,45,47,49,51,53,55,57,59,61,63,64,65,66,67,68,69,71,73,75,77,79,81,83,84,85,86,88,90,92,93,96,98,99,101,102,103,104,105,107,109,111,113,115,117,118,119,120,122,124,125,126,127,128,129,133,135,136,140,142,143,145,147,148,150,152,153,154,156,159,160,162,166,167,168,169,170,171,174,175,177,179,180,181,182,184,186,187,189,191,193,196,197,202,204,205,206,207,208,209,211,213,215,216,217,219,221,222,223,225,228,229,232,234,236,238,239,240,241,242,243,244,246,248,250,254,261,262,263,264,266,267,273,282,283,284,285,286,287,288,289,290,291,292,294,296,298,300,302,304,306,307,309,311,315,316,317,318,319,321,323,325,327,329,330,331,332,334,335,341,342,343,345,346,347,348,349,350,351,352,353,354,355,356,358,359,361,362,364,366,367,368,369,370,374,376,378,386,388,389,391,393,395,396,397,398,400,401,403,404,406,413,415,416,418,420,424,426,428,429,430,432,433,434,436,437,440,441,442,444,449,452,455,456,458,460,461,463,465,468,469,470,471,472,476,477,479,481,483,484,485,490,492,494,496,497,498,499,500,502,503,504,506,508,509,515,516,517,519,520,522,524,526,530,533,534,535,537,538,539,541,542,543,544,559,561,562,565,566,574,575,576,578,589,590,592,593,601,604,605,608,611,613,615,622,624,627,641,652,656,657,658,673,682,683,690,693,694,695,696,697,698,699,700,701,705,706,707,733,736,739,740,742,743,752,757,771,774,788,793,799,803,804,808,817,841,844,850,852,853,855,856,858,868,874,877,881,883,884,890,892,893,895,901,903,909,910,913,922,924,925,926,927,929,930,933,940,942,943,952,960,961,967,972,973,974,975,976,977,978,980,981,986,987,995,997,1003,1004,1009,1010,1013,1034,1035,1039,1040,1041,1042,1043,1046,1047,1048,1049,1050,1055,1056,1057,1058,1061,1070,1072,1074,1075,1087,1088,1089,1090,1091,1092,1095,1099,1100,1101,1102,1103,1104,1106,1107,1108,1109,1110,1112,1113,1114,1115,1116,1117,1118,1119,1120,1121,1122,1123,1124,1125,1126,1127,1128,1130,1131,1132,1133,1136,1137,1138,1139,1140,1142,1143,1144,1145,1147,1148,1149,1150,1151,1152,1153,1154,1157,1158,1159,1160,1161,1162,1163,1164,1165,1166,1167,1168,1169,1170,1171,1172,1173,1174,1176,1177,1178,1180,1181,1182,1183,1184,1185,1187,1189,1190,1191,1192,1193,1194,1195,1196,1197,1198,1199,1200,1201,1204,1205,1206,1207,1208,1209,1215,1216,1222,1223,1224,1227,1233,1242,1251,1254,1256,1257,1258,1263,1298,1308,1309,1319,1321,1323,1325,1326,1330,1333,1336,1342,1347,1350,1362,1365,1368,1371,1372,1373,1382,1385,1391,1393,1396,1402,1403,1407,1409,1416,1423,1425,1427,1429,1430,1431,1432,1433,1434,1435,1439,1440,1441,1442,1443,1446,1447,1448,1450,1452,1453,1454,1456,1457,1458,1459,1460,1461,1462,1465,1466,1467,1468,1470,1471,1474,1476,1477,1479,1480,1481,1485,1486,1487,1488,1490],seed:[16,40,685,691,692,709,818,916,1300,1317,1387,1432,1453,1459,1469],seed_al:708,seed_work:1459,seek:[847,894,1464],seem:[7,1462],seemether:9,seen:[22,39,163,631,926,975,976,977,1074,1294,1431,1447,1450,1462],segfault:1440,segment:[6,700,787,1074,1464],segment_reduc:1432,select:[3,12,14,16,18,22,24,254,256,258,634,659,667,668,669,670,672,689,693,695,696,698,700,701,705,706,707,710,711,714,716,759,895,926,967,972,973,974,975,976,977,995,1013,1058,1115,1116,1117,1118,1119,1120,1124,1243,1244,1393,1425,1431,1432,1434,1440,1441,1442,1449,1450,1454,1459,1467,1468,1473,1477,1480],select_model_mode_for_export:1462,self:[1,2,16,17,18,24,25,30,35,39,49,87,98,101,102,103,118,120,124,134,138,139,158,160,173,180,195,196,199,200,208,227,231,238,252,254,256,258,260,262,264,265,267,268,269,270,272,280,314,330,336,338,340,371,390,394,407,417,419,432,433,434,435,447,449,450,451,455,467,472,473,474,475,487,489,510,511,529,531,532,537,540,541,543,546,609,815,839,840,841,843,844,845,846,849,850,852,853,854,952,956,988,1042,1043,1044,1045,1053,1054,1070,1072,1082,1088,1090,1169,1191,1210,1224,1225,1227,1233,1235,1248,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1307,1328,1431,1432,1433,1434,1441,1442,1445,1446,1447,1448,1449,1452,1453,1457,1460,1462,1464,1465,1467,1468,1470,1475],self_cpu_time_tot:[2,1466],self_cuda_time_tot:1466,self_obj:39,selfdeletingtempfil:1447,selu:[956,988,1132,1432,1445],selu_:1432,semant:[4,8,13,18,33,34,39,98,574,575,576,589,601,626,658,700,844,849,1414,1430,1433,1434,1457,1462,1470],semi:[978,1003,1445],semidefinit:637,send1:1471,send2:1471,send:[7,16,18,24,686,1210,1215,1440,1451,1458,1461,1466,1470,1471,1472,1481],sender:[18,1472],sens:[5,22,33,39,1238,1413,1414,1434,1447],sensibl:30,sensit:[17,1004,1074,1462,1464,1471],sent:[18,686,1405,1434,1440,1458,1470,1471,1472],sentence_length:1015,separ:[1,2,4,11,16,18,21,33,38,39,739,756,758,762,763,770,772,849,877,887,998,1006,1007,1008,1051,1158,1260,1429,1432,1434,1446,1447,1449,1450,1460,1463,1464,1471,1473,1474,1478],seq:[2,530,631,643,926,995,1013,1049,1058,1086,1088,1090,1251,1412],seq_len:[995,1013,1058],seq_unpack:1251,sequenc:[2,16,22,98,495,589,601,628,630,631,634,642,658,661,662,665,724,737,740,807,810,852,882,926,952,967,972,981,987,995,1013,1049,1058,1071,1086,1087,1088,1089,1090,1131,1224,1227,1234,1248,1249,1250,1251,1252,1260,1263,1279,1317,1319,1323,1345,1379,1382,1424,1427,1431,1432,1433,1450,1453,1462,1464,1465,1470,1479,1480,1489],sequenti:[6,16,21,841,848,989,1043,1082,1093,1224,1238,1295,1431,1440,1450,1457,1462,1465,1482],sequentialsampl:16,seri:[39,967,1006,1488],serial:[4,12,16,18,33,841,848,849,894,1043,1210,1342,1429,1430,1432,1439,1442,1447,1450,1456,1457,1458,1464,1467,1470,1471],serializ:[4,1431],seriou:[1440,1450],serv:[1,7,12,18,1463,1470,1471],server:[7,16,18,34,844,1464,1467,1470],server_stor:18,servic:[25,1451],session:39,set:[0,1,2,4,6,8,11,15,16,18,19,21,22,24,26,31,33,34,35,36,38,39,40,98,102,195,269,431,451,510,566,589,594,596,598,599,600,601,611,623,628,639,643,648,682,691,692,708,709,710,711,712,713,714,715,740,742,795,822,841,844,847,848,850,852,853,870,871,877,879,881,883,892,893,894,895,909,913,916,921,952,956,960,961,962,963,964,965,967,972,973,974,975,976,977,978,980,981,982,983,984,988,995,998,1003,1004,1006,1007,1008,1009,1010,1011,1012,1013,1015,1016,1017,1018,1025,1026,1027,1028,1030,1034,1035,1039,1040,1041,1043,1046,1047,1048,1050,1057,1058,1074,1075,1082,1091,1092,1105,1112,1113,1115,1116,1117,1118,1119,1120,1123,1124,1125,1126,1127,1132,1139,1143,1150,1151,1160,1161,1174,1176,1182,1207,1215,1217,1218,1223,1228,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1296,1310,1317,1325,1326,1334,1335,1346,1347,1348,1350,1351,1352,1353,1354,1355,1359,1396,1406,1407,1408,1409,1416,1429,1431,1433,1434,1435,1438,1439,1440,1445,1446,1448,1449,1450,1451,1452,1453,1454,1455,1456,1457,1458,1459,1461,1463,1465,1466,1467,1469,1470,1478,1480,1486,1488,1489],set_:[163,434,1432],set_backoff_factor:1,set_buff:17,set_clos:33,set_default_dtyp:795,set_default_tensor_typ:[566,578,613,622,740,742,752,757,771,788,795,803,804,856,893,909,1263,1319,1321,1323,1325,1326,1372,1373,1396,1407,1409,1427],set_default_validate_arg:22,set_detect_anomali:2,set_devic:[18,1215,1470,1476],set_device_map:1470,set_dir:1429,set_epoch:16,set_except:38,set_extra_st:[841,1043],set_grad_en:[590,743,1432,1481],set_growth_factor:1,set_growth_interv:1,set_materialize_grad:1452,set_num_interop_thread:1449,set_num_thread:1449,set_result:[38,1215,1470],set_rng_stat:1469,set_sharing_strategi:1440,set_start_method:1458,set_stat:[33,40],set_timeout:18,set_to_non:[841,1043,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1450],set_trac:[39,845,850,854,1431],set_warn_alwai:829,setallowtf32cubla:1450,setallowtf32cudnn:1450,setapiusagehandl:1456,setapiusagelogg:1456,setattr:1434,setexportmoduleextrafileshook:1456,settyp:1462,setup:[4,11,33,34,1215,1449,1450,1470,1471,1489],setuptool:11,setval:1434,sever:[4,12,16,18,39,590,604,605,611,690,743,817,841,949,950,951,952,953,954,955,957,958,959,960,972,973,974,975,976,977,991,992,1011,1012,1031,1036,1037,1038,1039,1040,1041,1043,1096,1097,1099,1100,1101,1102,1103,1104,1107,1115,1116,1117,1118,1119,1120,1134,1135,1157,1160,1161,1163,1164,1165,1215,1224,1225,1227,1228,1257,1315,1316,1350,1431,1446,1447,1449,1450,1456,1457,1462,1463,1467,1468,1470,1486],sgd:[1,16,986,1210,1215,1287,1293,1294,1446,1450,1451,1457,1463,1470,1471],sgdr:[1285,1286],sgn:[453,784,1358,1432,1441],sgn_:[1432,1441],sha256:[1429,1439],shadow:[19,21,1215],shall:[1043,1224,1228],shallow:[981,1091,1092],shamelessli:1353,shao:895,shape:[2,10,17,18,22,39,49,119,338,340,371,383,385,407,432,433,447,449,473,495,540,552,554,555,563,577,582,592,596,598,599,600,608,614,615,625,627,631,632,649,664,729,730,732,733,738,739,740,742,744,759,760,766,767,768,774,780,781,782,783,788,790,792,802,807,811,816,819,832,852,853,856,861,862,866,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,911,912,917,926,931,932,934,935,945,948,949,950,951,952,953,954,955,956,957,958,959,960,961,962,963,964,965,966,967,968,969,970,971,972,973,974,975,976,977,978,979,980,982,983,984,985,986,987,988,989,990,991,993,994,995,996,997,998,999,1000,1001,1002,1003,1004,1005,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1022,1023,1024,1028,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1039,1040,1041,1042,1046,1047,1048,1049,1050,1051,1052,1055,1056,1057,1058,1060,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1072,1073,1074,1075,1076,1077,1078,1079,1080,1081,1082,1083,1084,1085,1086,1087,1088,1089,1090,1091,1092,1093,1094,1095,1096,1097,1098,1099,1100,1101,1102,1103,1104,1105,1107,1108,1109,1111,1112,1113,1115,1116,1117,1118,1119,1120,1122,1123,1130,1131,1139,1141,1150,1151,1156,1175,1176,1179,1180,1181,1207,1210,1215,1217,1218,1222,1224,1227,1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242,1260,1263,1298,1307,1311,1315,1316,1319,1321,1322,1323,1330,1332,1333,1337,1369,1372,1377,1382,1383,1386,1390,1392,1399,1403,1413,1414,1425,1427,1431,1432,1434,1441,1442,1447,1448,1450,1452,1453,1462,1466,1470,1473,1474,1478,1480,1486,1487],shapeprop:39,shard:[7,16,21],share:[7,11,16,19,21,22,23,33,34,163,252,279,371,394,419,451,454,540,591,602,603,656,657,682,686,786,787,815,944,981,1215,1225,1260,1328,1342,1377,1402,1415,1432,1446,1447,1449,1458,1460,1461,1470,1475,1477],share_folder_nam:18,share_memori:[841,1043,1458],share_memory_:[841,1043,1440,1475],shared_memori:1440,shared_queu:24,sharedfil:18,shazeer:[1086,1088,1090],shell:11,shen:9,shi:[1055,1056],shift:[440,617,620,759,764,956,962,963,964,988,1082,1132,1337,1432,1435],shift_expr:1434,ship:[25,1449,1470],shippabl:7,shm_open:1440,shortcom:1470,shorter:[838,1462,1470],shortest:1249,shorthand:856,shortstorag:1475,shorttensor:[1476,1479],should:[1,2,4,5,6,7,8,11,12,16,17,18,19,21,22,24,25,26,31,32,33,34,35,38,39,70,98,102,336,340,381,382,383,384,385,423,431,447,449,553,556,557,566,587,589,591,592,593,594,595,596,597,601,612,613,614,615,622,635,654,655,657,664,665,682,684,690,738,740,741,742,752,757,771,787,788,789,803,804,807,838,839,841,842,845,848,850,851,852,853,854,856,893,894,900,909,911,915,919,952,960,961,965,978,980,981,983,984,987,988,1035,1043,1050,1051,1070,1091,1095,1105,1111,1115,1116,1117,1118,1119,1120,1131,1139,1210,1212,1213,1214,1215,1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242,1243,1244,1248,1249,1250,1253,1263,1264,1265,1266,1267,1268,1269,1270,1271,1272,1273,1274,1276,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1310,1312,1319,1320,1321,1322,1323,1324,1325,1326,1333,1365,1372,1373,1386,1390,1396,1405,1427,1428,1429,1430,1431,1433,1434,1439,1440,1442,1445,1446,1447,1449,1450,1451,1452,1453,1457,1458,1459,1461,1462,1463,1464,1465,1466,1470,1472,1473,1477,1478,1480,1486,1489],should_checkpoint:34,shouldn:[39,656,1464,1473,1477],show:[0,3,5,7,16,17,18,39,595,597,841,926,1043,1210,1282,1429,1434,1441,1449,1450,1451,1454,1455,1457,1462,1464,1470,1472],showcas:[8,1039,1450,1458],shown:[1,17,25,34,696,1015,1227,1293,1431,1434,1446,1450,1452,1453,1457,1465,1467],shrinkag:[999,1080,1142,1197],shuffl:[16,1478],shulga:9,shut:[16,1470],shutdown:[16,33,1470,1471],siam:895,side:[2,11,18,33,35,39,682,732,755,756,758,765,766,767,768,771,838,839,887,957,958,959,969,970,971,972,973,974,975,976,977,990,1019,1020,1021,1022,1023,1024,1036,1037,1038,1064,1065,1067,1068,1069,1094,1098,1107,1108,1109,1115,1116,1117,1118,1119,1120,1177,1287,1315,1316,1382,1405,1429,1431,1434,1446,1447,1450,1452,1454,1470,1486],sidecar:[32,33],sigma:[22,121,314,961,994,995,996,1013,1014,1072,1073,1138,1191,1223,1254,1432],sigma_1:[868,877,881],sigma_i:[877,888,1386],sigma_j:[888,1386],sigma_n:868,sigmoid:[1,22,39,457,960,961,986,995,996,1013,1014,1072,1112,1138,1191,1432,1441,1442,1445,1474],sigmoid_:[1432,1441],sigmoidtransform:22,sign:[7,22,280,459,582,649,727,771,783,787,869,885,886,1035,1280,1330,1356,1359,1432,1441,1468,1476,1479,1480],sign_:[1432,1441],signal:[4,10,24,33,755,756,757,758,760,761,762,763,765,766,767,768,769,770,771,772,838,949,950,951,953,954,955,957,958,959,972,973,974,991,992,1011,1012,1031,1036,1037,1038,1096,1097,1099,1100,1101,1102,1103,1104,1107,1115,1118,1134,1135,1157,1160,1161,1163,1164,1165,1382,1440,1458,1466,1470,1486],signal_2d:1031,signal_4d:1031,signal_length:838,signatur:[2,16,26,39,336,423,485,841,893,909,1043,1212,1213,1214,1215,1227,1248,1259,1382,1452,1462,1464,1465,1467,1468,1470,1473,1488],signbit:[649,1432],signific:[2,4,1294,1447,1450],significand:[1476,1479],significant_figur:4,significantli:[596,1215],sigterm:24,silent:[691,692,708,709,816,852,1043,1450,1462],silli:1452,silu:1432,silu_:1432,sim:[614,1057,1182,1303,1323],similar:[7,16,18,22,30,38,39,428,449,625,630,643,781,782,783,841,978,979,990,1003,1006,1007,1008,1043,1091,1122,1248,1260,1304,1332,1369,1393,1399,1414,1433,1434,1440,1441,1447,1449,1452,1454,1462,1464,1465,1467,1470,1471,1474,1479,1483,1485,1486,1487,1490],similarli:[7,38,39,578,635,759,841,882,1043,1214,1229,1230,1231,1232,1233,1234,1235,1236,1245,1406,1407,1408,1409,1433,1453,1454,1462,1473,1489],simon:9,simpl:[1,12,17,26,33,39,654,700,841,844,850,962,963,964,986,1016,1017,1018,1043,1082,1130,1429,1431,1435,1446,1449,1450,1451,1452,1453,1454,1456,1462,1464,1470],simple_valu:1478,simplecustombatch:16,simpleelasticag:24,simplefunc:594,simplequeu:1458,simpler:[1431,1447,1452,1454,1457],simplest:[16,24,39,957,958,959,972,973,974,1036,1037,1038,1225,1452,1457,1467,1472,1473,1489],simplex:22,simpli:[2,4,11,16,22,26,34,38,39,828,839,956,982,1215,1229,1230,1231,1232,1233,1234,1235,1236,1431,1433,1447,1454,1457,1466,1473,1489],simplic:[1227,1471],simplifi:[17,38,847,1033,1223,1447,1454,1457,1463,1471],simul:[22,1467,1468,1485,1489],simultan:[1284,1285,1290,1291,1296,1447,1470],sin:[11,462,579,804,919,926,1304,1432,1441,1474,1478],sin_:[1432,1441],sin_add:11,sinc:[4,7,16,17,18,22,26,35,39,256,464,634,693,695,696,738,775,776,777,838,841,845,849,913,960,986,1039,1040,1041,1043,1095,1105,1139,1141,1150,1207,1210,1212,1238,1259,1285,1286,1287,1293,1390,1431,1432,1433,1434,1438,1446,1447,1450,1452,1453,1454,1456,1457,1460,1461,1462,1464,1465,1466,1467,1469,1470,1471,1472,1474,1476,1477,1479,1486],sinc_:1432,sine:[580,1360,1362],singh:9,singl:[4,11,17,18,21,22,24,26,32,33,34,38,39,195,561,562,577,595,596,597,598,599,600,613,622,626,650,654,690,742,803,804,826,840,841,852,853,856,900,926,950,951,954,955,958,959,961,972,973,974,976,977,980,981,991,992,998,1011,1012,1015,1037,1038,1043,1051,1055,1056,1071,1082,1099,1100,1101,1102,1103,1104,1107,1108,1109,1115,1116,1117,1118,1119,1120,1134,1135,1136,1206,1213,1215,1219,1220,1221,1255,1265,1266,1267,1268,1269,1270,1271,1272,1276,1278,1279,1280,1281,1282,1287,1307,1333,1374,1413,1414,1416,1431,1433,1434,1440,1442,1447,1449,1450,1452,1454,1457,1458,1459,1460,1462,1463,1464,1465,1466,1467,1470,1471,1472,1473,1475,1476,1479,1486,1489],singleton:[22,195,1015,1415,1448],singular:[868,877,879,881,883,884,888,889,895,903,913,921,1223,1227,1300,1386,1387],singular_valu:[877,1432],sinh:[1,466,580,1432,1441],sinh_:[1432,1441],sink:[25,30],site:[4,7],situat:[22,35,39,650,1227,1440,1452,1458,1464,1467,1468,1472,1488],six:974,size:[2,3,4,7,16,17,18,22,24,33,34,39,86,163,183,195,196,254,256,278,381,382,383,385,423,428,433,434,435,447,449,451,473,474,475,495,511,513,531,540,541,557,558,559,561,562,563,565,566,577,595,596,597,598,599,600,608,612,613,615,622,624,625,626,627,628,635,637,638,654,655,662,663,665,700,720,721,727,736,739,740,741,742,745,756,757,758,760,762,763,766,767,768,770,771,772,787,788,789,790,803,804,808,816,819,838,841,858,867,879,883,887,888,890,891,892,893,895,903,909,910,911,913,914,918,921,922,924,925,926,927,930,931,932,935,937,940,943,949,950,951,952,953,954,955,957,958,959,960,961,962,963,964,965,967,969,970,971,972,973,974,975,976,977,978,979,980,981,986,987,989,990,991,992,995,997,998,1004,1005,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1031,1034,1035,1036,1037,1038,1039,1040,1041,1043,1046,1047,1048,1049,1050,1055,1056,1058,1064,1065,1066,1067,1068,1069,1074,1082,1086,1092,1093,1094,1095,1096,1097,1098,1099,1100,1101,1102,1103,1104,1105,1107,1108,1109,1118,1119,1120,1123,1124,1130,1131,1134,1135,1139,1150,1156,1157,1174,1175,1177,1180,1181,1207,1208,1209,1210,1215,1238,1248,1249,1250,1251,1252,1254,1256,1258,1260,1263,1264,1271,1280,1298,1299,1300,1301,1303,1308,1309,1310,1311,1312,1313,1314,1315,1316,1317,1319,1320,1321,1322,1323,1324,1326,1332,1337,1345,1365,1369,1371,1372,1373,1374,1377,1379,1382,1385,1386,1387,1390,1396,1397,1398,1403,1405,1413,1414,1415,1421,1422,1423,1427,1428,1431,1432,1434,1438,1441,1442,1446,1447,1448,1450,1451,1452,1453,1454,1455,1456,1459,1460,1462,1465,1467,1470,1473,1475,1476,1478,1479,1483,1484,1486,1487,1489],size_averag:[960,961,978,980,1003,1009,1010,1034,1035,1046,1047,1048,1050,1057,1074,1075,1091,1112,1113,1121,1123,1147,1151,1152,1162,1170,1171,1172,1173,1174,1182,1192,1193,1204,1432],sizedim:531,sizeof:1475,skeleton:1229,skew:[2,4,5,1222],skip:[1,33,787,866,867,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1431,1446,1447,1450,1451,1452,1457,1463,1466],skip_1to3:1465,skip_first:1466,skip_init:1457,skip_param_init:1457,skip_valid:1429,skippabl:1465,slack:7,sleef:[652,1362],sleep:38,slice:[450,531,561,562,962,963,964,1076,1078,1082,1194,1195,1331,1370,1412,1431,1435,1462,1473,1477,1479],slice_item:1434,slice_list:1434,slide:[838,957,958,959,990,1036,1037,1038,1094,1133,1206,1315,1316,1382],slightli:[8,16,18,22,1259,1300,1345,1387,1429,1450,1454,1464],slogdet:[869,1432],slope:[1029,1074,1445],slot:1488,slow:[2,602,848,866,867,1253,1413,1454,1458,1478],slow_conv3d:1432,slow_conv_dilated2d:1432,slow_conv_dilated3d:1432,slow_conv_transpose2d:1432,slow_conv_transpose3d:1432,slow_set_futur:38,slower:[5,11,18,596,775,776,777,866,871,1158,1222,1452,1459,1474],slowli:1469,small:[1,4,7,8,16,17,18,22,33,566,602,603,662,700,888,898,900,952,979,1052,1057,1071,1095,1122,1175,1182,1215,1284,1290,1386,1431,1433,1434,1450,1452,1453,1457,1460,1462,1464,1467,1473,1474,1480],small_pool:700,smaller:[16,39,434,474,654,1215,1294,1309,1374,1390,1460,1464,1490],smallest:[26,633,858,868,879,883,895,1309,1400,1480,1490],smart:[1452,1464,1470],smartcat2010:9,smessmer:9,smi:[673,696,1450,1453,1455],smm:[1432,1473],smooth:[980,1004,1074,1079,1123,1279],smooth_l1_loss:[1,1432],smoother:1429,smoothl1loss:[1004,1192],snapshot:[699,1434,1450,1455],snd_tensor:1478,snedecor:22,snippet:[4,34,1429,1457,1460],snm:1223,sobol:1317,soboleng:1317,socket:[1440,1470],soft:[1080,1141,1197],soft_margin_loss:[1,1432],softmarginloss:1193,softmax:[1,22,952,980,1033,1077,1123,1141,1151,1158,1195,1368,1432,1442,1450,1473,1474],softmaxtransform:22,softmin:[1,1432],softplu:[1,1042,1169,1432],softshrink:1432,softshrinkag:1080,softsign:1432,softwar:[870,871,888,1416,1455],sohn:9,sole:1285,solid:1472,solut:[7,877,884,887,891,911,960,1215,1365,1405,1431,1432,1445,1446,1453,1458],solv:[7,10,637,793,868,875,880,891,895,911,914,1405,1432,1447,1454,1461],solver:[1365,1405],some:[1,2,4,6,7,8,11,15,17,18,22,24,26,34,35,38,39,413,431,496,696,700,702,739,760,766,767,768,783,838,839,841,842,849,852,877,926,952,956,960,961,967,972,973,974,975,976,977,978,980,981,982,1003,1006,1007,1008,1009,1010,1013,1034,1035,1043,1046,1047,1048,1050,1057,1058,1074,1075,1091,1112,1113,1115,1116,1117,1118,1119,1120,1123,1124,1125,1151,1174,1177,1182,1210,1215,1216,1217,1218,1222,1253,1281,1287,1293,1310,1330,1355,1386,1429,1431,1432,1433,1434,1435,1438,1440,1441,1442,1446,1447,1450,1452,1453,1454,1456,1457,1458,1459,1460,1461,1462,1463,1464,1467,1470,1471,1472,1473,1478,1486],some_dict:1433,some_entry_point:850,some_fil:18,some_fn2:1431,some_fn3:1431,some_fn4:1431,some_fn:1431,some_hyperparamet:39,some_oper:1467,some_qconfig:1467,someon:[7,839,1442],someth:[4,7,39,739,841,852,1043,1436,1440,1441,1447,1455,1461,1462,1470,1488],sometim:[7,39,598,852,990,1094,1118,1119,1120,1227,1430,1434,1440,1447,1450,1453,1457,1458,1464,1476,1479,1488],somewhat:[1447,1450],somewher:[1442,1456],soon:[33,1447,1470,1472],sophist:[1450,1463],sort:[21,24,39,515,533,576,592,739,806,933,952,1249,1250,1258,1311,1345,1400,1413,1432,1434,1452,1453,1468,1473],sort_bi:[2,1466],sortabl:1434,sorted_idx:1393,sorted_indic:[1248,1251],sorted_sequ:[1345,1432],sorted_sequence_1d:1345,soumith:[8,9],sound:[1071,1478],sourc:[0,1,2,3,4,5,6,11,16,17,18,19,21,22,23,24,25,26,27,30,31,33,35,38,39,98,139,151,279,289,334,340,353,354,389,407,423,447,449,451,454,476,485,528,533,534,547,561,562,573,584,585,586,587,588,589,590,591,592,593,594,595,596,597,598,599,600,601,602,603,604,605,606,607,608,610,611,623,625,626,630,632,634,644,656,657,658,659,660,661,662,663,664,665,666,667,668,669,670,671,672,673,674,675,676,677,678,679,680,681,682,683,684,685,686,687,688,689,690,691,692,693,694,695,696,697,698,699,700,701,702,703,704,705,706,707,708,709,710,711,712,713,714,715,716,717,739,743,787,790,798,817,818,827,828,829,838,839,841,842,843,844,845,846,847,848,849,850,851,852,853,854,855,894,895,916,926,931,932,949,950,951,952,953,954,955,956,957,958,959,960,961,962,963,964,965,966,967,968,969,970,971,972,973,974,975,976,977,978,979,980,981,982,983,984,985,986,987,988,989,990,991,992,993,994,995,996,997,998,999,1000,1001,1002,1003,1004,1005,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1039,1040,1041,1042,1043,1044,1045,1046,1047,1048,1049,1050,1051,1052,1053,1054,1055,1056,1057,1058,1059,1060,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1071,1072,1073,1074,1075,1076,1077,1078,1079,1080,1081,1082,1083,1084,1085,1086,1087,1088,1089,1090,1091,1092,1093,1094,1095,1096,1097,1098,1100,1101,1105,1106,1110,1111,1112,1113,1114,1121,1123,1124,1125,1126,1127,1128,1130,1131,1132,1133,1136,1137,1138,1139,1140,1141,1142,1143,1144,1145,1147,1148,1149,1150,1151,1152,1153,1154,1156,1157,1158,1160,1161,1162,1166,1167,1168,1169,1170,1171,1172,1173,1174,1175,1178,1182,1183,1184,1185,1187,1189,1190,1191,1192,1193,1194,1195,1198,1199,1200,1203,1204,1205,1206,1207,1208,1209,1210,1211,1212,1213,1214,1215,1216,1217,1218,1219,1220,1221,1222,1223,1224,1225,1226,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1240,1241,1242,1243,1244,1245,1246,1247,1248,1249,1250,1251,1252,1253,1254,1255,1256,1257,1259,1265,1266,1267,1268,1269,1270,1271,1272,1273,1274,1275,1276,1277,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1300,1317,1342,1346,1347,1348,1350,1353,1354,1355,1367,1368,1369,1370,1371,1374,1382,1387,1398,1416,1429,1431,1432,1433,1438,1440,1442,1445,1453,1455,1456,1462,1463,1465,1466,1469,1470,1471,1475,1478,1480,1482,1483,1484,1485,1486,1487,1488,1489],space:[16,22,722,757,759,771,799,852,853,893,909,952,972,973,974,975,976,977,990,1009,1019,1020,1021,1022,1023,1024,1037,1038,1094,1115,1116,1117,1118,1119,1120,1151,1403,1432,1443,1447,1454,1457,1460,1486],span:[540,703,704,871,888,980,1009,1386,1470],spandan:9,spandantiwari:9,spare:1473,spars:[1,2,10,134,160,163,262,267,281,371,472,473,474,475,513,537,715,790,809,826,895,929,986,987,1076,1130,1131,1282,1300,1364,1372,1373,1378,1387,1416,1430,1432,1436,1445,1459,1476,1477,1480,1486],sparse_:1445,sparse_coo:[473,513,1369,1371,1372,1473,1476],sparse_coo_tensor:[39,473,511,1371,1432,1436,1473],sparse_csr:[1373,1473],sparse_csr_tensor:[1432,1473],sparse_dim:[160,371,474,475,1367,1369,1371,1372,1432,1473],sparse_grad:[790,1432],sparse_mask:1432,sparse_resize_:1432,sparse_resize_and_clear_:1432,sparseadam:986,sparseaddmmbackward:1369,sparsedim:513,sparsetensor:[602,1369,1372],sparsiti:[1445,1473],spatia:1209,spatial:[632,759,963,990,1015,1055,1056,1077,1094,1095,1096,1097,1105,1139,1150,1179,1180,1181,1207,1208,1209,1486],spatio:[964,1082],spawn:[16,19,24,25,31,35,843,1215,1446,1451,1458,1461,1471],spawncontext:1440,spec:[24,25,35],special:[7,10,26,39,602,731,746,747,748,750,751,760,812,813,814,894,908,938,981,1216,1217,1218,1258,1305,1357,1361,1426,1430,1435,1442,1447,1452,1454,1456,1464,1467,1477,1478,1489],special_digamma:1432,special_entr:1432,special_erf:1432,special_erfc:1432,special_erfcx:1432,special_erfinv:1432,special_exp2:1432,special_expit:1432,special_expm1:1432,special_gammainc:1432,special_gammaincc:1432,special_gammaln:1432,special_i0:1432,special_i1:1432,special_log1p:1432,special_log_softmax:1432,special_logit:1432,special_logsumexp:1432,special_multigammaln:1432,special_ndtr:1432,special_ndtri:1432,special_polygamma:1432,special_psi:1432,special_round:1432,special_sinc:1432,special_xlog1pi:1432,special_xlog:1432,special_zeta:1432,specif:[4,6,7,8,11,18,21,22,24,31,33,35,39,40,447,608,658,759,838,844,848,852,853,925,990,1015,1212,1213,1229,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1429,1431,1433,1434,1436,1442,1443,1447,1450,1455,1458,1459,1462,1463,1464,1466,1467,1470,1472,1478,1479],specifi:[4,11,16,17,18,21,22,24,26,31,32,33,34,39,49,98,138,200,260,270,407,417,428,432,434,435,447,449,467,474,475,489,510,528,577,589,601,615,638,653,654,657,661,662,663,665,679,682,712,720,721,722,726,727,729,739,753,756,758,759,762,763,764,766,767,768,770,772,790,799,807,841,844,852,853,879,881,883,884,891,892,894,895,905,921,924,926,932,939,940,943,958,959,960,961,967,976,978,980,981,986,987,990,997,1003,1004,1009,1010,1013,1034,1035,1040,1043,1046,1047,1048,1049,1050,1057,1074,1075,1086,1091,1092,1093,1094,1096,1097,1108,1109,1112,1113,1123,1124,1130,1131,1136,1139,1150,1151,1158,1174,1175,1182,1194,1195,1215,1220,1222,1223,1226,1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242,1243,1244,1256,1259,1265,1266,1267,1268,1269,1270,1271,1272,1273,1276,1278,1279,1280,1281,1282,1287,1292,1293,1300,1308,1317,1333,1337,1338,1342,1353,1368,1370,1372,1373,1385,1397,1399,1403,1413,1414,1415,1417,1429,1431,1433,1434,1439,1441,1442,1450,1452,1455,1457,1461,1462,1463,1464,1465,1466,1467,1469,1470,1473,1474,1475,1476,1478,1480,1486,1489],spectral:[10,856,870,888,1223,1246,1254],spectral_norm:[981,1246],speed:[7,11,21,832,844,848,952,1386,1447,1449,1450,1451,1452,1453,1455,1467,1470],speedup:17,spend:[5,7,895],spent:[5,18,609,1293,1449,1457],sphinx:7,split:[7,16,18,39,631,638,700,736,808,981,994,995,1013,1049,1058,1115,1116,1117,1118,1119,1120,1138,1215,1397,1423,1431,1432,1441,1450,1464,1465,1470,1477,1486],split_siz:[476,1374,1432],split_size_or_sect:[181,243,542,1374],split_with_s:[1432,1477],sponsorship:8,spot:4,spotri:636,spread:1450,sqrt:[22,39,314,478,650,755,756,758,760,761,762,763,765,766,767,768,769,770,772,811,856,926,962,963,964,965,972,973,974,975,976,977,995,996,998,1006,1007,1008,1011,1012,1013,1014,1015,1028,1030,1058,1060,1082,1227,1266,1267,1268,1269,1272,1278,1279,1314,1341,1432,1441,1445,1446,1473,1474,1480],sqrt_1:39,sqrt_:[1432,1441],squar:[17,480,654,726,728,738,838,868,869,870,871,872,875,876,877,880,884,886,887,888,903,911,913,919,950,954,958,959,973,974,976,977,991,992,1004,1012,1034,1037,1038,1041,1074,1086,1107,1116,1119,1134,1135,1139,1148,1150,1170,1192,1207,1222,1266,1268,1269,1270,1272,1278,1279,1282,1341,1365,1375,1417,1432,1473,1486],square_:1432,squeez:[482,559,561,562,563,565,858,910,922,924,925,927,930,940,943,1122,1308,1371,1385,1432,1441,1462,1477],squeeze_:1432,squeezebackward1:598,src:[4,18,39,139,407,446,447,448,449,935,1086,1089,1090,1343,1344,1392,1432,1464,1468],src_key_padding_mask:[1086,1089,1090],src_mask:[1086,1090],src_tensor:18,srinivasan:9,ssa:1431,sse3:1349,ssl:33,ssl_cert:33,ssl_cert_kei:33,ssnl:9,sspaddmm:[1432,1473],stabil:[1,868,910,961,962,963,964,997,998,1006,1007,1008,1015,1016,1017,1018,1025,1026,1027,1079,1082,1136,1196,1223,1254,1266,1267,1268,1269,1270,1272,1278,1279,1282,1314],stabl:[1,2,18,22,33,34,739,870,871,875,877,880,884,887,888,890,895,961,1366,1390,1430,1432,1445,1448,1459,1470,1485,1486,1487],stack:[16,22,26,39,608,642,703,704,737,810,926,967,995,1013,1014,1058,1087,1089,1252,1424,1432,1450,1451,1453,1464,1466,1473],stack_1:39,stack_2:39,stack_trac:39,stacktransform:22,stage:[7,17,30,38,1430,1465,1472],stagnat:1294,stai:[7,21,87,981,1450,1458,1467,1470],stanard:1464,stand:[1433,1464,1472],standalon:[11,32,33,34,850,852,1431],standard:[7,11,17,22,26,27,31,39,290,314,514,759,956,962,963,964,998,1006,1007,1008,1015,1082,1088,1090,1260,1300,1323,1380,1381,1433,1435,1445,1449,1458,1462,1464,1468,1474],star:[972,973,974,1434],starred_express:1434,starred_item:1434,start:[2,4,5,8,16,17,18,24,30,32,33,34,35,38,39,370,371,431,564,566,693,695,704,705,706,774,787,839,851,862,893,909,944,952,957,958,959,987,989,1036,1037,1038,1044,1046,1131,1177,1215,1229,1233,1235,1248,1265,1287,1293,1326,1351,1373,1429,1432,1433,1440,1442,1447,1448,1450,1451,1453,1457,1458,1461,1462,1463,1466,1470,1471,1472,1473],start_dim:[204,774,989,1432],start_epoch:16,start_ev:1450,start_factor:1290,start_method:[24,25,31,35,1440],start_powersgd_it:17,start_process:[26,31,1440],start_work:24,startup:5,stash:[2,6,1450,1452,1465],stashstashpop:1465,stat:[4,705,706,707,1082,1215],state:[1,2,6,16,21,22,24,26,33,36,39,40,679,680,684,688,690,699,712,713,798,841,843,852,895,995,996,1013,1014,1043,1058,1060,1210,1212,1213,1214,1215,1216,1265,1266,1267,1268,1269,1270,1271,1272,1274,1275,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1317,1354,1438,1446,1447,1450,1451,1452,1455,1458,1460,1461,1463,1468,1469,1480,1486],state_dict:[1,21,841,1043,1210,1241,1265,1266,1267,1268,1269,1270,1271,1272,1274,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1429,1439,1451,1457,1458,1460,1462],statefulmodul:1457,stateless:[17,1457,1468],statement:[4,22,39,842,852,1435,1447,1452,1458,1460,1462,1464,1470],stathopoulo:895,stathopoulosetal2002:895,static_async_add:1470,static_graph:21,static_in_1:1450,static_in_2:1450,static_input:1450,static_k:1432,static_loss:1450,static_out_1:1450,static_out_2:1450,static_output:1450,static_target:1450,static_v:1432,static_y_pr:1450,staticmethod:[2,591,592,593,594,1434,1446,1452,1462,1470],statist:[4,17,18,22,693,695,696,698,700,701,705,706,707,900,962,963,964,998,1006,1007,1008,1015,1016,1017,1018,1025,1026,1027,1082,1447,1453,1463,1465,1489],statu:[24,913,1430,1435,1440,1467],std:[11,24,31,40,314,390,753,754,781,782,783,1260,1304,1330,1381,1414,1432,1441,1445,1456,1461],std_mean:[1432,1441],stddev:22,stderr:[31,1429,1439],stdin:[2,540,604,817,1452,1459],stdlib:1464,stdout:[30,31,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1296,1462],stdoutmetrichandl:30,steepest:[10,1447],step:[1,5,8,11,16,17,18,19,21,22,34,39,531,553,566,615,639,805,893,895,909,926,991,992,1108,1109,1134,1135,1215,1248,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1289,1290,1291,1292,1293,1294,1295,1296,1317,1326,1431,1432,1442,1446,1447,1450,1451,1452,1453,1457,1458,1459,1461,1464,1466,1467,1470,1471,1473,1478,1486,1489],step_num:1466,step_siz:[1280,1296],step_size_down:1287,step_size_up:1287,steps_per_epoch:1293,stepwis:39,steven:9,stft:[613,622,803,804,838,856,1432],stick:22,stickbreakingtransform:22,still:[1,2,16,18,22,24,33,38,39,592,844,848,854,1010,1034,1215,1217,1218,1294,1342,1431,1434,1440,1441,1442,1446,1447,1450,1451,1452,1453,1455,1460,1461,1462,1463,1464,1465,1467,1470,1471,1472,1473,1480,1489],stirl:[1057,1182],stitch:1470,stmt:[4,1449],stmt_callgrind_out:4,stmt_exclusive_stat:4,stmt_inclusive_stat:4,stochast:[16,22,991,992,1134,1135,1265,1267,1268,1270,1281,1285,1286,1457],stop:[22,24,33,34,566,686,839,895,967,1248,1294,1326,1431,1434,1470],storag:[163,252,278,281,371,394,419,434,451,454,487,488,577,591,672,815,816,827,841,847,894,917,944,981,1043,1328,1342,1377,1402,1429,1430,1432,1439,1440,1447,1450,1458,1460,1464,1470,1473,1476,1477,1479],storage_offset:[86,451,577,1432],storageshar:1461,store1:18,store2:18,store:[2,4,6,11,17,24,34,39,265,271,336,553,588,624,661,663,665,793,841,847,849,867,876,895,900,911,913,986,1043,1071,1215,1222,1224,1237,1238,1239,1241,1242,1243,1244,1248,1429,1431,1442,1443,1451,1452,1453,1456,1462,1464,1467,1470,1471,1472,1473,1478,1479,1489],store_tru:1450,store_typ:33,stori:1454,str:[11,18,22,24,27,31,33,39,447,528,606,607,661,662,663,665,676,677,715,733,755,756,758,760,761,762,763,765,766,767,768,769,770,772,839,840,841,842,843,844,846,848,877,885,895,926,972,973,974,1043,1093,1095,1139,1150,1222,1223,1226,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1237,1239,1241,1242,1243,1244,1245,1246,1247,1254,1256,1271,1287,1293,1294,1431,1432,1433,1434,1435,1440,1442,1447,1462,1464,1465,1466,1470,1475,1478,1480,1486],straight:[960,1141],straightforward:[39,1457],strateg:1434,strategi:[4,7,16,17,18,21,26,952,1215,1293,1433,1454],stream:[16,18,24,31,38,98,422,589,601,656,657,659,665,668,669,682,714,717,1332,1432,1434,1462,1470],streamcontext:716,strict:[595,596,597,598,599,600,841,852,853,1043,1464,1473,1478,1480],strictli:[8,16,98,589,841,844,874,1043,1373,1447,1474],stride:[2,10,86,163,195,278,434,451,473,511,540,566,577,613,622,740,742,752,757,771,788,789,803,804,809,848,856,893,909,911,929,957,958,959,972,973,974,975,976,977,990,1011,1012,1019,1020,1021,1022,1023,1024,1036,1037,1038,1039,1040,1041,1055,1094,1107,1108,1109,1115,1116,1117,1118,1119,1120,1133,1160,1161,1166,1167,1168,1206,1215,1263,1315,1316,1319,1321,1322,1323,1325,1326,1333,1365,1369,1390,1407,1409,1421,1427,1432,1435,1441,1462,1470,1473,1476,1478,1479,1480,1483,1484,1485,1486],strike:7,string:[0,1,4,11,18,24,30,31,33,39,528,702,704,739,841,847,849,894,960,961,967,972,973,974,978,980,987,997,1003,1004,1009,1010,1019,1020,1021,1034,1035,1043,1044,1046,1047,1048,1050,1053,1057,1074,1075,1086,1088,1090,1091,1092,1112,1113,1115,1116,1117,1123,1124,1131,1136,1151,1174,1182,1207,1238,1310,1342,1348,1382,1429,1432,1433,1434,1435,1439,1440,1442,1447,1452,1456,1457,1462,1464,1466,1470,1475,1476,1478,1486,1489],stringliter:1434,stringtyp:1434,strip:[4,1141,1215,1431],strip_doc_str:1462,strive:7,strong:8,strong_wolf:1271,stronger:17,strongli:[8,18,24,34,983,984,988,1382,1429],struct:[12,1438,1456],structur:[4,6,7,8,16,17,18,24,26,34,39,852,1043,1234,1238,1300,1387,1433,1435,1450,1451,1452,1458,1460,1461,1462,1463,1464,1470,1473,1478,1479,1480,1481],stub:[1464,1468,1489],stuck:[18,24,35],student:22,studi:[1447,1466],studio:1461,stumbl:4,style:[39,733,1258,1431,1433,1434,1464,1468,1478],styliz:[1006,1007,1008],sub:[26,38,491,850,852,853,922,925,927,1055,1056,1086,1087,1089,1331,1384,1397,1431,1432,1441,1462,1473,1476,1489],sub_:[1432,1441,1473],sub_label:4,subclass:[1,2,11,16,22,26,39,87,467,587,588,839,842,849,1043,1216,1229,1234,1253,1431,1434,1435,1446,1457,1462,1470,1488],subclassm:39,subcript:739,subfold:11,subgradi:1267,subgraph:[1447,1451],subgraph_rewrit:39,subject:[4,10,18,21,38,39,566,911,1215,1434,1441,1442,1447,1452,1465,1467,1470,1476],sublist1:739,sublist2:739,sublist:739,submatrix:22,submit:[657,658,1450,1459],submod:39,submodul:[12,39,841,844,849,850,981,1043,1044,1045,1071,1215,1431,1433,1434,1438,1457,1460,1464,1467,1470,1489],subnorm:1490,suboptim:[17,1473],subpackag:1464,subpath:39,subprocess:[16,18,31,33,35,1453,1458],subprocesscontext:31,subregion:1,subscript:[739,1435],subsequ:[4,7,11,12,18,39,841,850,852,972,973,974,975,976,977,1043,1071,1214,1459,1470],subset:[16,18,21,34,850,1431,1433,1434,1452,1462,1467,1468],subsetrandomsampl:16,subslist_out:739,subspac:[540,871,888,1049,1300,1386,1387],substanti:[8,17],substati:1450,substitut:[33,39,851,1447,1476],subsystem:[7,10],subtensor2:1452,subtensor:[1434,1452,1488],subtl:[7,1006,1007,1008],subtleti:[16,981,1453],subtli:1281,subtract:[4,254,493,787,1141,1373,1383,1432,1473],subtract_:1432,subtyp:1433,subwithtorchfunct:1434,succe:[18,33,1452,1461],succeed:[24,33,913],success:[8,22,24,30,39,867,876,913,1234,1373,1457,1473],successfulli:[18,24,30,846,1349,1440,1457,1460,1470],succinct:1429,succinctli:30,suffer:1465,suffic:[34,39],suffici:[4,11,17,22,25,33,1429,1467,1468,1476],suffix:[1478,1479],sugar:[26,1433],sugaredvalu:1434,suggest:[8,17,978,1429,1436,1446,1447,1453],suhan:9,suit:[18,1431,1433,1434,1462,1470],suitabl:[16,22,628,856,1282,1345,1466,1478],sum:[1,2,16,18,19,21,22,24,39,431,495,589,595,596,597,598,599,600,601,609,654,663,664,665,721,722,739,819,868,879,883,892,900,901,902,910,911,935,943,960,961,967,977,978,980,981,987,990,997,1003,1004,1009,1010,1011,1012,1034,1035,1046,1047,1048,1050,1057,1074,1075,1076,1078,1091,1092,1094,1112,1113,1123,1124,1131,1136,1141,1151,1160,1161,1174,1182,1194,1195,1215,1238,1243,1244,1259,1287,1332,1369,1370,1401,1403,1432,1434,1441,1446,1447,1450,1451,1452,1457,1462,1470,1471,1473,1479,1486],sum_1:39,sum_2:39,sum_:[553,838,919,957,958,959,972,973,974,980,1011,1012,1031,1046,1050,1052,1382,1398,1403,1474],sum_dynamic_axes_1:1462,sum_i:[1047,1048,1075],sum_j:[910,1033,1076,1078,1194,1370,1474],sum_pair:1433,sum_to_s:1432,sumbackward0:[596,599],sumbackward1:[598,600],summar:[4,5,34,1353,1434,1473],summari:[2,4,34,701,1353,1478],summarywrit:1478,summat:[739,838,902,910,1473],summodul:1462,sun:9,sunset:8,sunway513:9,suo:9,superclass:1452,supersed:33,superset:[31,34],supervis:[978,1003],supplement:4,suppli:[1,6,7,11,12,18,682,1434,1450,1473],support:[1,2,3,4,6,7,8,10,11,12,13,16,17,18,21,22,25,26,33,34,38,39,252,419,513,540,552,553,554,556,559,561,562,565,598,602,603,612,613,622,624,637,649,658,690,730,733,735,738,739,780,781,782,783,785,803,804,815,850,852,856,857,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,882,883,884,885,886,887,888,889,890,891,892,895,911,914,918,923,928,929,934,972,973,974,975,976,977,986,987,990,1010,1030,1043,1048,1049,1082,1092,1094,1115,1116,1117,1118,1119,1120,1122,1131,1133,1139,1150,1156,1206,1207,1209,1215,1259,1264,1271,1298,1310,1328,1329,1330,1347,1349,1365,1367,1369,1383,1386,1405,1407,1409,1420,1421,1422,1428,1429,1431,1433,1435,1436,1438,1440,1443,1447,1448,1449,1450,1452,1455,1457,1458,1460,1461,1463,1464,1465,1466,1468,1470,1474,1476,1477,1478,1479,1480,1486,1488],suppos:[16,18,39,838,1295,1390,1473],suppress:[1434,1469],supriya:9,supriyar:9,sure:[2,7,16,18,25,34,36,39,589,590,604,605,743,817,844,852,853,895,1215,1257,1289,1400,1434,1441,1447,1451,1453,1454,1461,1462,1463,1466,1470,1471,1472,1478],surg:894,surject:1227,surpass:1445,surpris:[4,1429,1454],surrog:22,surround:[1,39,1433,1446,1450,1489],surviv:34,suspect:1450,sutskev:1281,svd:[10,868,870,871,877,881,884,889,903,921,1227,1300,1387,1432,1473],svd_lowrank:1473,svdval:[877,888,1386],svg:1466,svi:22,swa_lr:1463,swa_model:1463,swa_schedul:1463,swa_start:1463,swa_util:1463,swalr:1463,swap:[39,540,913,1091,1092,1204,1205,1402,1432,1435,1468,1489],swap_modul:[1468,1489],swapax:[1389,1432,1477],swapaxes_:1432,swapdim:[1432,1477],swapdims_:1432,swish:[1072,1191],sychron:1450,sym_help:1462,symbol:[15,547,1013,1058,1434,1461,1467],symbolic_fn:1462,symbolic_foo_forward:1462,symbolic_help:1462,symbolic_nam:1462,symbolic_opset9:1462,symbolic_opset:1462,symbolic_pythonop:1462,symbolic_trac:39,symeig:1432,symmetr:[613,622,635,636,637,760,765,769,770,772,803,804,856,866,867,870,871,873,881,884,888,895,921,1222,1227,1293,1390,1432,1467,1468,1489],symmetri:[760,1382],symmetric_qu:1432,sync:[1,18,21,38,39,1215,1450,1451,1465],sync_bn_modul:1082,sync_bn_network:1082,syncbatchnorm:1215,synchron:[4,5,17,21,24,33,38,657,658,662,681,715,738,866,867,868,869,870,871,872,873,875,876,881,884,886,887,889,895,1082,1215,1258,1260,1449,1450,1451,1455,1458,1465,1470],syncron:[4,1332],synonym:1434,syntact:[8,26,39],syntax:[841,1431,1434,1464],sys:[25,36,1429,1464],sys_import:1464,system:[7,11,12,13,39,637,847,868,877,887,891,894,914,1086,1088,1090,1215,1225,1227,1349,1365,1405,1435,1447,1449,1450,1456,1457,1461,1464,1470],t4d:1177,t_0:[926,1286],t_1:1270,t_2:1278,t_i:926,t_max:[1285,1463],t_mult:1286,tabl:[2,4,18,39,986,1130,1432,1434,1452,1464,1466,1467,1470,1473,1480],tabul:39,tabular:39,tag:[2,4,7,18,894,1429,1430,1456,1464,1478],tag_nam:1429,tag_scalar_dict:1478,tail:[4,16,31],taiwan:1478,take:[1,2,4,5,7,8,11,16,17,18,22,24,32,33,34,35,38,39,595,596,597,598,599,600,602,603,637,655,684,727,729,755,757,760,761,765,766,769,780,881,952,961,987,991,992,995,1013,1037,1038,1039,1040,1041,1043,1051,1058,1086,1096,1097,1134,1135,1152,1176,1215,1279,1283,1307,1365,1405,1429,1431,1432,1434,1438,1440,1441,1442,1446,1447,1449,1450,1451,1452,1453,1455,1457,1459,1461,1462,1464,1466,1467,1468,1470,1471,1472,1473,1476,1477,1478,1489],take_along_axi:1393,take_along_dim:1432,taken:[22,38,39,566,760,781,782,967,980,987,1050,1124,1131,1353,1390,1449,1450,1452,1453,1456,1460,1462,1464,1466],takhirov:9,talk:[35,1456,1473],tall:[201,885,1452],tamper:[894,1464],tan:[1,505,581,1432,1441,1478],tan_:[1432,1441],tangent:[583,1394,1395],tanh:[22,507,583,995,996,1013,1014,1042,1058,1060,1084,1169,1200,1432,1441,1442,1445,1487],tanh_:[1432,1441],tanhshrink:1432,tanhtransform:22,tanx:1478,tao:9,tape:7,target:[1,11,21,38,39,434,629,841,848,949,950,951,952,953,954,955,960,961,967,978,980,991,992,997,1003,1004,1009,1010,1034,1035,1039,1040,1041,1043,1046,1047,1048,1049,1050,1057,1074,1075,1086,1095,1099,1100,1101,1102,1103,1104,1105,1112,1113,1121,1123,1124,1134,1135,1136,1147,1148,1151,1152,1162,1170,1171,1172,1173,1174,1182,1192,1193,1281,1416,1432,1434,1446,1447,1450,1458,1463,1464,1467,1470,1478,1486,1489],target_atom:39,target_dict:1489,target_length:[967,1124,1432],target_list:1434,target_n:967,target_typ:846,task:[2,4,7,17,843,855,1006,1007,1008,1434,1449,1456,1457,1461],task_spec:4,tau:[793,874,1141,1267,1281,1297,1298,1432],tau_i:874,taylor:[9,799,919],tbb:1449,tcp:[33,34,1470],tcpstore:[18,33],tdr:1461,teach:1457,team:[7,8,1460,1465],tear:24,technic:[7,8,33,39,841,1043,1214,1447,1453,1464],techniqu:[39,982,1229,1403,1443,1457,1465,1467],tediou:39,tee:[24,31],tee_stderr:31,tee_stdout:31,telemetri:30,tell:[2,7,39,431,842,847,894,1431,1447,1452,1464],temp_fil:1447,temperatur:[22,1141],templat:1463,tempor:[962,964,967,1082,1095,1124,1150,1207],temporari:[11,39,1216,1447,1453,1489],temporarili:[24,1447,1462,1466],temporary_fil:1429,ten:[1433,1464,1478],tend:[7,1416],teng:9,tensor1:[53,54,55,56,554,555,918,1336,1432],tensor2:[53,54,55,56,253,255,342,554,555,918,1336,1432],tensor:[1,3,6,7,11,13,16,17,18,19,21,22,23,38,39,40,548,549,550,551,552,553,554,555,556,557,558,559,560,561,562,563,564,565,566,567,568,569,570,571,572,574,575,576,577,578,579,580,581,582,583,584,585,586,587,588,589,590,591,592,593,594,595,596,597,598,599,600,601,602,603,604,605,611,612,613,614,615,616,617,618,619,620,621,622,623,624,625,626,627,628,630,631,632,633,634,635,636,637,638,639,640,641,642,643,645,646,647,648,649,650,651,652,653,654,655,661,662,663,664,665,672,686,690,693,696,705,718,719,720,721,722,723,724,725,726,727,728,729,730,731,732,733,734,735,736,737,738,739,740,741,742,743,744,745,746,747,748,749,750,751,752,753,754,755,756,757,758,759,760,761,762,763,764,765,766,767,768,769,770,771,772,773,774,775,776,777,778,779,780,781,782,783,784,785,786,787,788,789,790,791,792,793,794,795,799,800,801,802,803,804,805,806,807,808,809,810,811,812,813,814,815,816,817,819,820,821,822,823,826,828,830,831,832,833,834,835,836,837,838,839,841,842,843,844,846,847,849,850,852,856,857,858,859,860,861,862,863,864,865,866,867,868,869,870,871,872,873,874,875,876,877,878,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,894,895,896,897,898,899,900,901,902,903,904,905,906,907,908,909,910,911,912,913,914,915,917,918,919,920,921,922,923,924,925,926,927,928,929,930,931,932,933,934,935,937,938,939,940,941,942,943,944,945,946,947,948,952,956,957,960,961,965,967,968,969,970,971,972,973,974,975,976,977,978,980,981,982,983,984,986,987,988,989,990,995,996,997,1003,1009,1010,1013,1014,1030,1033,1034,1035,1036,1039,1040,1041,1043,1046,1047,1048,1049,1050,1051,1055,1056,1058,1060,1064,1065,1066,1067,1068,1069,1075,1076,1077,1078,1085,1086,1088,1090,1091,1092,1093,1094,1095,1096,1097,1098,1099,1105,1107,1108,1109,1112,1113,1114,1115,1116,1117,1118,1119,1120,1121,1122,1123,1124,1125,1126,1127,1129,1130,1131,1132,1133,1136,1137,1138,1139,1141,1142,1145,1146,1147,1150,1151,1152,1154,1155,1158,1159,1162,1170,1171,1172,1173,1174,1175,1176,1177,1179,1180,1181,1183,1184,1185,1186,1187,1188,1189,1190,1193,1194,1195,1196,1197,1198,1199,1200,1201,1202,1203,1206,1207,1208,1209,1210,1214,1215,1216,1217,1219,1220,1221,1222,1223,1224,1225,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1245,1248,1249,1250,1251,1252,1253,1254,1255,1256,1257,1258,1259,1260,1261,1262,1263,1264,1265,1266,1267,1268,1269,1270,1271,1272,1273,1277,1278,1279,1280,1281,1282,1297,1298,1299,1300,1301,1302,1303,1304,1305,1306,1307,1308,1310,1311,1312,1313,1314,1315,1316,1317,1318,1319,1320,1321,1322,1323,1324,1325,1326,1327,1328,1329,1330,1331,1332,1333,1334,1335,1336,1337,1338,1339,1340,1341,1342,1343,1344,1345,1347,1348,1349,1350,1356,1357,1358,1359,1360,1361,1362,1364,1365,1366,1367,1368,1369,1370,1371,1372,1373,1374,1375,1376,1377,1378,1379,1380,1381,1382,1383,1384,1385,1386,1387,1388,1389,1390,1391,1392,1393,1394,1395,1397,1398,1399,1400,1401,1402,1403,1404,1405,1406,1407,1408,1409,1410,1411,1412,1413,1414,1415,1416,1417,1418,1419,1420,1421,1422,1423,1424,1425,1426,1427,1428,1430,1431,1433,1434,1443,1445,1446,1448,1449,1450,1451,1453,1455,1457,1458,1459,1461,1463,1464,1465,1466,1470,1471,1474,1475,1478,1480,1483,1485,1486,1487,1488,1489],tensor_a:[630,643],tensor_b:630,tensor_dict:1460,tensor_index:12,tensor_indices_or_sect:1432,tensor_list:18,tensor_nam:[1224,1226,1227,1228],tensor_or_sctf:1447,tensor_split:[638,736,808,1423,1432,1477],tensorboard:[1430,1466],tensorboard_trace_handl:1466,tensordataset:16,tensordot:[1,819,890,891,1436,1450],tensorfloat32:[553,556,612,624,918,929,972,973,974,975,976,977,1030,1115,1116,1117,1118,1119,1120,1156,1450],tensorfloat:3,tensorflow:[22,1279,1447,1478],tensorinv:891,tensorlik:1488,tensorpipeag:1470,tensorpiperpcbackendopt:1470,tensorsolv:890,tensortyp:1434,term:[2,8,22,33,39,487,634,755,756,757,758,759,760,766,767,768,771,868,952,960,997,1004,1013,1014,1048,1057,1074,1136,1148,1182,1192,1215,1222,1229,1230,1231,1232,1233,1234,1235,1236,1265,1266,1267,1268,1269,1270,1272,1278,1279,1282,1430,1434,1446,1447,1452,1453,1454,1464,1468,1471,1473,1487],termin:[24,33,35,39,1271,1440,1470],terminolog:[962,963,964,1082],test:[2,4,11,18,31,33,34,39,559,565,756,758,759,762,763,766,767,768,770,772,827,828,832,833,835,836,1359,1430,1431,1435,1440,1447,1454,1459,1462,1463,1467,1478,1488],test_aten_embedding_2:1462,test_el:[832,1432],test_ev:27,test_input:1463,test_oper:1462,test_sum:850,test_trace_:1466,testcod:[846,1433],testmodul:1434,testnnmodul:850,text:[7,22,101,102,121,532,540,548,550,551,552,553,554,555,556,557,558,560,564,566,579,580,581,582,583,612,613,614,617,620,622,624,633,639,648,649,651,652,654,733,738,753,754,779,780,784,785,792,802,803,804,805,811,830,838,857,860,861,862,865,866,871,874,877,881,888,893,902,909,910,911,912,913,919,934,935,945,946,949,950,951,953,954,955,957,958,959,960,961,962,963,964,965,966,967,969,970,971,972,973,974,975,976,977,978,979,980,983,984,985,986,988,989,990,991,993,995,996,997,998,999,1000,1001,1002,1003,1004,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1028,1029,1030,1032,1033,1034,1035,1036,1037,1038,1039,1040,1041,1042,1046,1047,1048,1049,1050,1051,1055,1056,1057,1058,1060,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1072,1073,1074,1075,1076,1078,1079,1080,1081,1082,1083,1084,1085,1092,1093,1094,1095,1096,1097,1098,1107,1108,1109,1111,1114,1115,1116,1117,1118,1119,1120,1122,1123,1126,1127,1128,1132,1137,1138,1139,1143,1144,1154,1159,1169,1174,1177,1182,1183,1185,1189,1190,1191,1194,1195,1196,1198,1199,1200,1220,1222,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281,1287,1303,1304,1307,1310,1323,1326,1329,1341,1356,1358,1360,1362,1370,1375,1382,1383,1386,1390,1394,1395,1425,1445,1454,1462,1464,1474,1478,1480,1486,1487,1489],text_str:1478,textbf:[1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],texttt:[101,102,560,830,952,1480],textwrap:1464,tf32:3,tgt:[16,1086,1087,1088],tgt_key_padding_mask:[1086,1087,1088],tgt_mask:[1086,1087,1088],thalloc:1461,than:[1,4,5,6,8,10,11,16,17,18,19,24,26,30,33,34,35,39,98,195,371,434,474,559,565,577,589,596,608,615,626,633,634,638,639,658,663,696,700,711,727,728,738,742,775,776,777,779,783,787,792,802,806,816,826,838,839,842,850,857,858,861,866,867,871,875,877,880,881,883,884,887,890,898,912,922,925,927,930,935,960,961,972,973,974,981,986,987,1004,1035,1040,1057,1074,1080,1091,1092,1105,1115,1116,1117,1130,1131,1139,1150,1176,1206,1207,1210,1215,1222,1223,1224,1225,1251,1254,1259,1293,1294,1308,1309,1330,1331,1353,1359,1371,1373,1399,1407,1409,1416,1420,1429,1431,1433,1434,1436,1442,1443,1445,1447,1448,1450,1452,1453,1454,1457,1458,1459,1460,1462,1464,1465,1467,1470,1474,1476,1478,1480,1486],thank:[17,22,1452,1465],thc:1461,thc_state:1461,thcstate:1461,thcudacheck:1461,thcudatensor:1461,thcudatensor_cadd:1461,thcudatensor_fil:1461,thcudatensor_issamesizea:1461,thcudatensor_resizea:1461,the_funct:39,the_templ:1432,the_typ:842,the_valu:842,thei:[1,2,4,6,7,8,10,13,16,18,22,33,38,39,274,275,553,556,557,563,590,593,603,604,605,611,612,690,743,817,830,831,838,841,847,851,858,870,871,888,894,911,917,922,925,927,930,935,957,958,959,975,976,977,990,1028,1036,1037,1038,1043,1059,1071,1094,1139,1141,1210,1215,1216,1219,1222,1224,1225,1248,1251,1257,1289,1292,1350,1382,1386,1416,1417,1431,1433,1434,1436,1438,1440,1441,1442,1443,1446,1447,1450,1451,1452,1457,1458,1460,1461,1462,1463,1464,1465,1467,1468,1470,1478,1480,1481,1488,1489],them:[1,2,4,6,7,10,11,12,16,18,25,30,33,35,38,39,98,163,195,577,589,593,597,626,690,724,727,739,742,858,867,876,882,894,924,943,968,986,1043,1076,1078,1194,1234,1249,1252,1283,1370,1371,1385,1429,1433,1434,1438,1440,1441,1442,1446,1447,1448,1450,1452,1453,1455,1456,1457,1459,1461,1462,1463,1465,1466,1467,1468,1470,1471,1472,1473,1478,1479],themselv:[2,22,33,1400,1450,1464,1488,1489],theophil:1417,theorem:799,theoret:1467,theori:1447,therebi:[16,22,1467],therefor:[1,4,6,16,17,18,22,31,384,577,601,613,622,690,769,787,803,804,851,852,877,986,987,1094,1130,1131,1139,1287,1396,1434,1446,1447,1450,1452,1453,1456,1462,1472],thereof:1390,theses:39,theta:[22,1105,1266,1267,1268,1269,1270,1272,1278,1279,1280,1281,1432],theta_0:[1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],theta_:[1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],theta_t:[1266,1267,1268,1269,1270,1272,1278,1279,1280,1281],thi:[1,2,3,4,5,6,7,8,11,12,13,15,16,17,18,19,21,22,24,25,26,31,33,34,35,36,38,39,70,98,102,138,139,149,151,163,164,165,196,201,230,231,254,262,274,276,279,290,371,381,382,383,384,385,394,422,423,428,430,431,432,433,434,435,438,439,447,449,450,454,485,495,514,528,529,537,540,541,551,553,556,559,560,565,574,575,576,577,583,587,588,589,590,591,592,593,594,595,596,597,598,599,600,601,602,603,604,605,608,611,612,615,624,625,632,634,635,638,639,641,647,648,650,655,656,657,658,659,670,672,674,675,676,678,679,682,683,684,685,689,690,691,692,693,695,696,699,700,701,705,706,708,709,710,714,715,716,720,721,722,727,729,733,736,737,738,739,743,755,756,758,759,760,761,762,763,765,766,767,768,769,770,772,774,775,776,777,778,781,782,787,791,793,794,795,799,803,808,810,817,828,838,839,841,842,843,845,846,847,848,849,850,852,853,854,856,857,858,859,860,866,867,868,869,870,871,872,873,874,875,876,877,879,881,882,883,884,885,886,887,888,889,890,891,892,893,894,895,898,900,903,909,913,914,918,922,924,925,926,927,929,930,931,937,940,941,942,943,952,956,960,961,962,963,964,967,972,973,974,975,976,977,978,980,981,982,983,984,986,987,988,990,991,992,995,998,1003,1004,1006,1007,1008,1009,1011,1012,1013,1015,1016,1017,1018,1025,1026,1027,1028,1030,1036,1037,1038,1039,1040,1041,1043,1046,1050,1055,1058,1059,1071,1074,1076,1079,1082,1088,1090,1091,1094,1095,1096,1097,1105,1115,1116,1117,1118,1119,1120,1122,1123,1124,1125,1126,1127,1130,1131,1132,1134,1135,1139,1141,1143,1150,1156,1158,1175,1177,1179,1194,1195,1203,1207,1208,1209,1210,1211,1212,1213,1214,1215,1216,1222,1223,1224,1225,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242,1248,1249,1250,1251,1252,1253,1254,1256,1257,1260,1264,1265,1266,1267,1268,1269,1270,1271,1272,1273,1276,1277,1278,1279,1280,1281,1282,1284,1285,1286,1287,1290,1291,1293,1294,1296,1299,1300,1304,1308,1310,1317,1321,1326,1330,1332,1348,1350,1353,1355,1356,1365,1367,1368,1369,1370,1371,1372,1373,1377,1378,1382,1385,1386,1388,1389,1390,1391,1393,1397,1399,1403,1413,1414,1415,1416,1421,1422,1423,1424,1428,1429,1430,1431,1432,1433,1434,1435,1436,1438,1440,1441,1442,1445,1446,1447,1449,1450,1451,1452,1453,1454,1455,1456,1457,1458,1459,1460,1461,1462,1463,1464,1465,1466,1467,1468,1469,1470,1471,1472,1473,1474,1475,1476,1478,1479,1480,1481,1482,1483,1484,1485,1486,1488,1489,1490],thij:17,thin:[1222,1310],thing:[2,4,7,18,39,848,926,960,1141,1367,1433,1447,1450,1452,1453,1454,1458,1464,1467,1472,1489],think:[7,39,1431,1433,1447,1472],third:[21,22,737,739,913,952,959,974,977,1038,1293,1431,1450,1457,1464,1466],thnn_conv2d:1432,thnn_conv2d_forward:1467,those:[2,5,11,16,17,18,21,38,39,577,663,673,727,729,852,884,888,894,952,960,961,978,980,987,1003,1009,1010,1034,1035,1046,1047,1048,1050,1057,1074,1075,1091,1095,1112,1113,1123,1131,1151,1174,1182,1282,1386,1403,1433,1441,1442,1446,1447,1450,1455,1457,1459,1460,1462,1463,1467,1468,1470,1472,1473,1483,1489],though:[2,18,39,98,589,755,756,758,839,842,918,1259,1431,1435,1442,1447,1458,1467],thought:[4,30,39,757,759,771],thrash:18,thread:[1,2,4,16,18,24,38,590,604,605,611,657,743,796,797,817,981,1257,1350,1351,1352,1430,1431,1446,1450,1456,1458,1462,1470,1472,1481],threadlocaldebuginfo:1456,threadpool:4,three:[2,18,21,39,586,736,799,888,915,959,974,977,1015,1038,1222,1259,1287,1434,1447,1450,1451,1452,1464,1465,1467,1470,1472,1473,1478],three_phas:1293,threej:1478,threshold:[17,39,881,884,921,1004,1074,1079,1196,1202,1294,1353,1432,1446,1478],threshold_:1432,threshold_mod:1294,threw:30,through:[1,6,7,8,12,16,18,22,26,38,39,431,593,602,603,690,764,839,842,843,852,853,855,870,871,884,888,903,1050,1087,1088,1089,1090,1141,1210,1227,1310,1390,1429,1430,1433,1434,1440,1441,1442,1447,1452,1453,1454,1456,1457,1461,1462,1464,1465,1467,1468,1470,1471,1472,1477,1481,1489,1490],throughout:[1248,1454,1457,1467],throughput:1449,throw_on_early_termin:[19,1215],thrown:[38,230,700,736,808,867,876,885,1219,1423,1464,1474],thtensorrandom:935,thu:[2,10,16,18,22,34,39,760,888,918,1043,1095,1150,1207,1215,1279,1372,1431,1434,1438,1447,1449,1453,1454,1456,1457,1462,1467,1470,1477,1479,1480,1486,1489],thumb:18,tie:22,tightli:[1434,1457],tild:[1267,1279],tile:[428,1432],till:1465,time:[2,4,5,7,11,16,17,18,19,21,22,23,24,30,33,34,35,38,39,40,231,254,423,428,540,552,553,554,555,556,557,558,560,609,612,617,624,632,634,647,654,657,658,690,720,730,738,760,775,776,777,785,787,830,838,841,847,851,852,853,857,862,866,867,868,870,871,872,873,874,875,877,882,885,887,888,894,895,911,918,929,934,935,937,946,954,955,957,958,959,961,962,963,964,967,972,973,974,975,976,977,981,987,990,991,995,1006,1007,1008,1013,1015,1029,1036,1037,1038,1039,1040,1041,1043,1055,1056,1058,1079,1082,1094,1095,1096,1097,1105,1108,1109,1134,1135,1179,1180,1181,1196,1212,1213,1214,1215,1222,1223,1225,1227,1258,1289,1298,1299,1310,1332,1338,1369,1377,1382,1383,1398,1430,1433,1434,1435,1438,1440,1445,1447,1449,1450,1451,1452,1453,1454,1456,1457,1458,1459,1461,1462,1463,1464,1465,1466,1467,1468,1470,1471,1472,1474,1478,1486,1487,1489],time_export:1464,time_import:1464,time_step:1014,timedelta:18,timefram:[35,1470],timeit:[4,1449],timelin:[2,5],timeout:[16,18,33,1440,1470],timer:[4,20],timer_cli:35,timer_request:35,timercli:35,timerrequest:35,timerserv:35,timeseri:30,timestamp:[26,27,30,34,1478],tini:[1479,1480,1490],tip:[7,1450],titl:1466,tiwari:9,tmp:[2,4,11,18,31,33,1429,1450,1466],tmp_dir:1447,to_bool:39,to_dens:[1432,1473],to_dlpack:23,to_empti:[841,1043],to_eras:39,to_her:[1215,1470,1471,1472],to_mkldnn:1432,to_spars:[1369,1432,1459],to_sparse_csr:1473,todai:1467,togeth:[1,4,16,18,22,39,739,793,874,995,1013,1058,1215,1219,1403,1438,1446,1452,1453,1456,1457,1467,1468,1470,1471,1472,1478],toggl:1450,togglabl:1447,toi:30,token:[33,656,682,683,1429,1435],tol:[881,895,921,1432],told:1433,toler:[20,24,32,33,34,39,560,602,603,830,852,853,881,884,895,921,1271,1431,1480],tolerance_chang:1271,tolerance_grad:1271,tolist:[290,1434,1475],tolranc:1480,too:[7,11,17,33,877,941,967,980,1043,1124,1216,1434,1446,1449,1453,1454,1458,1459,1461,1464,1465,1472,1473],tool:[5,8,18,34,39,607,1429,1431,1433,1449,1450,1461,1464,1466],toolbox:39,toolkit:39,top:[2,4,16,22,26,39,608,960,961,980,1003,1010,1034,1050,1092,1095,1139,1229,1233,1235,1400,1435,1440,1452],top_level_method:1433,topic:[8,10,1456,1457],topk:[39,1432,1441,1468],topk_1:39,topolog:[24,39,1462],torch:[8,10,12,14,17,19,21,24,25,26,27,30,31,33,35,36,40,590,604,605,611,656,657,658,659,670,672,682,743,817,839,840,841,949,950,951,952,953,954,955,956,957,958,959,960,961,962,963,964,965,966,967,968,969,970,971,972,973,974,975,976,977,978,979,980,981,982,983,984,985,986,987,988,989,990,991,992,993,994,995,996,997,998,999,1000,1001,1002,1003,1004,1005,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1039,1040,1041,1042,1043,1044,1045,1046,1047,1048,1049,1050,1051,1052,1053,1054,1055,1056,1057,1058,1059,1060,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1071,1072,1073,1074,1075,1076,1077,1078,1079,1080,1081,1082,1083,1084,1085,1086,1087,1088,1089,1090,1091,1092,1093,1094,1095,1096,1097,1098,1210,1215,1216,1217,1218,1224,1229,1230,1231,1232,1233,1234,1235,1236,1248,1257,1265,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1281,1282,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1317,1350,1430,1431,1432,1433,1441,1442,1446,1447,1448,1449,1451,1453,1454,1456,1457,1458,1459,1461,1465,1467,1470,1471,1472,1477],torch_14808_1591070686:1461,torch_cuda_arch_list:11,torch_distributed_debug:18,torch_dpython:1,torch_extens:11,torch_extensions_dir:11,torch_funct:1452,torch_hom:1429,torch_lib_path:11,torch_package_0:1464,torch_package_import:1464,torch_randn:39,torch_shm_manag:1440,torch_show_cpp_stacktrac:18,torchaudio:[10,1430],torchelast:[18,20,24,25,26,27,30,33,34,35,36],torchelastic_ag:26,torchelastic_error_fil:26,torchelastic_etcd_binary_path:33,torchelastic_max_restart:34,torchelastic_restart_count:34,torchelastic_run_id:[18,34],torchgpip:1465,torchhub:1429,torchrun:[18,20,25,32,36],torchscript:[2,4,39,540,839,842,843,844,845,846,850,852,854,1430,1435,1460,1462,1466,1470],torchserv:1430,torchtext:1430,torchvis:[39,1429,1430,1431,1433,1462,1464,1467,1478],toronto:967,total:[2,4,5,7,16,17,18,30,33,34,609,665,700,711,787,807,967,990,1003,1010,1034,1049,1094,1176,1215,1219,1258,1260,1262,1287,1293,1332,1353,1382,1429,1433,1442,1450,1455,1463,1480],total_count:22,total_it:[1283,1284,1290,1295],total_length:[1251,1453],total_loss:1453,total_memori:711,total_mismatch:1480,total_num_epoch:36,total_parameter_size_byt:18,total_step:1293,total_tim:4,totensor:1478,touch:[7,31,39],toward:[8,733,780,807,895,948,1215,1290,1338,1465],tpu:1457,trace:[2,7,12,16,17,18,26,606,607,608,739,843,850,851,853,895,1432,1433,1436,1447,1450,1460,1464,1466,1478],trace_handl:1466,trace_modul:[852,1431],trace_nam:2,traceabl:[39,547,1431,1467],traceback:[2,26,34,38,39,540,604,817,826,1433,1434,1435,1440,1452,1459,1480],traced_bar:1431,traced_cpu:1431,traced_fn:1431,traced_foo:[852,1431],traced_gpu:1431,traced_graph:39,traced_modul:[39,1460],traced_with_activ:39,traced_without_activ:39,traceerror:39,tracer:[852,1462,1478],tracer_cl:39,tracer_class:39,tracerwarn:1431,track:[2,6,24,274,604,693,695,705,706,707,817,926,962,963,964,1006,1007,1008,1016,1017,1018,1025,1026,1027,1082,1215,1234,1440,1442,1447,1450,1452,1453,1456,1457,1463,1465,1466,1471,1472],track_running_stat:[962,963,964,1006,1007,1008,1016,1017,1018,1025,1026,1027,1082,1460,1486],tracker:[7,8,895],trade:[2,6,961,1449,1453],tradeoff:[17,1467,1471],tradit:39,tradition:10,trail:[21,1250,1252,1445,1448,1452],train:[1,2,12,16,17,18,19,20,21,24,31,32,33,34,604,689,690,693,695,701,817,841,845,850,852,952,956,962,963,964,980,981,982,986,987,998,1006,1007,1008,1015,1016,1017,1018,1025,1026,1027,1043,1050,1082,1106,1110,1125,1126,1127,1130,1131,1132,1187,1188,1215,1223,1225,1227,1254,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1283,1284,1287,1289,1290,1291,1292,1293,1294,1295,1296,1429,1431,1432,1438,1445,1447,1450,1451,1453,1460,1462,1463,1464,1465,1466,1468,1470,1472,1478,1483,1485,1489],train_batch:[1287,1293],train_dataset:1459,train_fn:1447,train_load:1450,train_loop:33,train_script:34,train_step:34,trainabl:[21,690,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1452],trainer0:1470,trainer3:1470,trainer:[24,26,31,34,35,1215,1470],trainer_0:26,trainer_1:26,trainer_arg:24,trainer_entrypoint_fn:25,trainer_func:35,trainer_n:26,trainers_per_nod:32,training_loop:1467,training_method:845,trainingmod:1462,trainload:1478,trainset:1478,trajectori:17,tran:838,transb:1462,transfer:[4,16,18,1440,1450,1455,1457,1464,1470],transform:[4,16,635,755,756,757,758,759,760,761,762,763,765,766,767,768,769,770,772,838,848,965,998,1006,1007,1008,1015,1030,1071,1087,1088,1089,1090,1105,1111,1139,1156,1175,1210,1382,1465,1467,1478,1486,1489],transform_graph:39,transform_to:22,transformed_distribut:22,transformed_resnet18:39,transformer_decod:1087,transformer_encod:1089,transformer_model:1086,transformerdecoderlay:1087,transformerencoderlay:1089,transit:[841,926,1043,1431],translat:[799,1447,1472],transmit:1470,transpar:[1451,1465,1470,1472],transport:[18,1470],transpos:[396,518,519,540,635,637,739,866,867,871,873,874,885,888,911,975,976,977,1094,1118,1119,1120,1222,1251,1298,1310,1365,1386,1388,1389,1390,1391,1405,1432,1441,1447,1473,1477],transpose_:[163,1432,1473],transposed_data:16,transposit:913,trapezoid:[722,1404,1432],trapz:1432,travers:[1215,1451,1452,1468,1471,1489],treat:[4,22,39,407,602,603,879,882,884,892,894,904,905,906,907,926,943,987,997,1015,1047,1048,1049,1050,1071,1076,1131,1215,1258,1287,1382,1392,1399,1433,1434,1441,1447,1462,1470,1476],treatment:39,tree:[7,26,1043,1086,1464,1472],tri:[1,4,7,26,39,510,841,1043,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1433,1434,1440,1453,1462,1464],triag:8,trial:22,triangl:[811,1478],triangular2:1287,triangular:[22,635,636,637,866,867,871,873,881,884,885,1179,1287,1310,1390,1405,1406,1407,1408,1409],triangular_solv:1432,trick:[22,598,961,1141,1447,1454,1456],tricki:[25,1447,1457,1472],trickier:1472,tridiagon:877,trigger:[1,7,8,18,33,38,163,715,1353,1446,1451,1456,1460,1470],tril:[521,1432],tril_:1432,tril_indic:[1432,1436],trilinear:[1095,1139,1150,1207,1416],trim:[613,622,755,756,758,760,761,762,763,765,766,767,768,769,770,772,803,804,838],trim_sigfig:4,trip:[39,760,764,766,767,768],tripl:[1101,1104],triplet:[1091,1092],triplet_loss:[1091,1092],triplet_margin_loss:[1,1432],tripletmarginloss:[1092,1204],tripletmarginwithdistanceloss:[1091,1205],triu:[523,1227,1405,1432,1462],triu_:1432,triu_indic:[1432,1436],trivial:[4,24,26,634,738,1222,1462,1472],tropp:[1300,1387],trou:[972,973,974,975,976,977,990,1094],troubleshoot:7,troublesom:1452,true_divid:[733,1432],true_divide_:1432,truediv:39,truli:[39,1462],trunc:[527,554,733,773,780,1432,1441],trunc_:[1432,1441],truncat:[17,780,1411,1453],truncate_row:4,trust:[16,18,894,1464],truth:[980,1123,1478],tsalltyp:1434,tsbuiltinclass:1434,tsclassdef:1434,tscustomclass:1434,tsdict:1434,tsenum:1434,tsenumdef:1434,tsenumtyp:1434,tseq:22,tsfutur:1434,tslist:1434,tsmetatyp:1434,tsmoduletyp:1434,tsnamedtupl:1434,tsnominaltyp:1434,tsoption:1434,tsprimitivetyp:1434,tsrref:1434,tsstructualtyp:1434,tsstructuraltyp:1434,tstensor:1434,tstupl:1434,tstype:1434,ttl:33,tune:[17,18,21,700,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1447,1450],tup:[1433,1434],tupl:[4,6,16,30,33,39,260,383,385,432,451,467,489,561,562,563,577,578,584,585,586,587,595,596,597,598,599,600,602,603,627,653,661,662,665,675,690,718,719,736,738,740,742,756,758,759,762,763,764,767,768,770,772,775,785,788,793,807,808,841,846,850,852,853,858,867,870,871,876,877,879,883,885,886,888,891,892,910,911,913,915,922,924,926,927,930,932,940,943,950,951,954,955,957,958,959,967,969,970,971,972,973,974,975,976,977,981,990,991,992,1012,1019,1020,1021,1022,1023,1024,1037,1038,1039,1040,1041,1043,1064,1065,1066,1067,1068,1069,1093,1094,1095,1096,1097,1098,1100,1101,1103,1104,1107,1108,1109,1115,1116,1117,1118,1119,1120,1134,1135,1150,1177,1207,1208,1209,1213,1214,1227,1238,1251,1258,1259,1263,1268,1269,1270,1272,1278,1280,1282,1301,1310,1319,1321,1323,1333,1337,1338,1365,1366,1371,1372,1373,1380,1381,1385,1386,1390,1396,1397,1398,1399,1400,1405,1412,1413,1414,1418,1419,1423,1425,1427,1431,1432,1435,1440,1442,1447,1450,1452,1457,1460,1462,1464,1470,1473,1478,1480,1486,1488],tuple_or_list:1433,tuple_stmt:1434,tupletyp:1434,turn:[11,16,39,573,829,852,1087,1089,1447,1459,1462,1466,1467,1471,1473],tutori:[4,8,12,18,19,39,1431,1443,1452,1456,1457,1460,1462,1467],tval:1432,tvar:895,twelv:1476,twice:[1,38,596,1446,1447,1453,1454],two:[1,2,4,5,10,11,12,16,17,18,19,21,22,24,30,31,33,39,531,560,585,597,602,632,634,658,660,693,695,718,719,727,735,739,745,755,756,758,760,761,762,763,765,766,767,768,769,770,772,781,782,807,808,830,839,841,849,857,860,862,867,870,871,876,879,882,883,885,886,888,894,918,922,925,927,930,958,960,961,972,973,974,975,976,977,978,980,990,995,1003,1004,1009,1010,1012,1013,1034,1035,1037,1043,1046,1047,1048,1050,1051,1057,1058,1074,1075,1091,1092,1094,1112,1113,1123,1141,1151,1158,1174,1182,1222,1227,1249,1256,1258,1259,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1286,1287,1289,1293,1311,1326,1372,1386,1398,1403,1405,1420,1423,1429,1431,1433,1434,1441,1442,1447,1448,1449,1450,1451,1452,1454,1457,1460,1461,1462,1463,1464,1465,1467,1468,1470,1471,1472,1473,1474,1478,1480],two_fft:[756,758,770,772],two_ifft:[762,763],two_layer_net_modul:1457,two_layer_net_optim:1457,twolinlayernet:18,twse:1478,txt:[847,849,1464],type1:[1309,1432],type2:[1309,1432],type:[2,11,12,13,17,18,21,22,24,26,31,33,34,35,38,39,40,98,139,230,265,268,272,280,381,382,383,384,385,417,488,529,552,553,554,555,556,557,566,578,588,595,596,597,598,599,600,602,603,612,613,615,616,618,619,621,622,623,625,626,628,629,630,631,634,643,675,676,677,690,700,716,720,721,733,738,740,741,742,752,753,754,757,771,778,780,781,782,783,787,788,789,791,795,803,804,806,807,821,823,826,837,838,839,841,842,843,846,850,852,853,855,856,859,868,870,879,883,888,892,893,895,909,911,913,915,924,926,934,940,943,952,956,981,987,1043,1044,1053,1105,1122,1130,1139,1158,1194,1195,1211,1212,1213,1214,1215,1219,1224,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1252,1258,1259,1263,1264,1308,1309,1310,1312,1313,1314,1315,1316,1317,1319,1320,1321,1322,1323,1324,1325,1326,1329,1330,1332,1335,1336,1345,1347,1348,1368,1370,1371,1372,1373,1374,1382,1383,1385,1386,1390,1396,1405,1407,1409,1413,1414,1417,1425,1427,1428,1429,1430,1431,1435,1438,1441,1446,1449,1450,1454,1455,1456,1457,1461,1465,1467,1468,1470,1473,1474,1475,1476,1478,1480,1481,1486,1488,1489],type_a:[1432,1441],type_expr:39,type_p:22,type_q:22,typecheck:828,typeerror:[1238,1452,1465,1480,1488],typic:[11,16,17,18,22,24,26,33,34,35,39,654,656,778,841,857,860,978,1003,1043,1210,1215,1373,1429,1430,1431,1434,1447,1449,1450,1459,1460,1462,1463,1465,1467,1468,1470,1473,1477,1490],typing_extens:[1431,1433],typo:7,u_0:[1266,1270],u_1:1093,u_expr:1434,u_i:1093,u_k:888,u_n:1093,u_t:[1266,1270],udf:1472,uint8:[120,183,559,565,786,1238,1309,1312,1313,1336,1467,1476,1478,1479,1490],uint8_t:265,uint_tensor:1476,ultim:[8,11,26,35],unabl:[7,1462,1463],unaccept:1457,unaffect:[17,434,435,997],unaggreg:1466,unannot:1434,unari:[1086,1088,1090,1435,1441],unavailbl:1433,unbalanc:[980,1050],unbias:[484,538,654,962,963,964,998,1006,1007,1008,1015,1082,1380,1381,1418,1419,1432],unbind:[1432,1441,1477],uncaught:[24,26],uncent:759,unchang:[434,447,449,774,841,1043,1086,1331,1377,1446,1467,1489],unclear:540,uncoalesc:[134,267,1372,1480],uncompress:17,uncondition:[1249,1429,1452,1488],unconstrain:[22,1227],uncontrain:22,undefin:[2,18,23,26,260,407,540,594,602,603,787,960,1304,1447,1450,1452],under:[1,2,4,5,16,18,33,38,602,604,607,629,817,841,967,1043,1105,1130,1131,1222,1224,1227,1331,1440,1446,1447,1450,1451,1454,1458,1461,1464,1465,1467,1468,1469,1472,1474,1478,1481],underflow:[1,1446],undergon:39,underli:[18,21,22,24,39,49,252,265,314,338,340,394,409,410,411,412,419,434,451,454,486,487,488,577,657,815,816,841,894,944,1182,1328,1402,1415,1431,1434,1450,1453,1455,1465,1468,1470,1477,1486],underscor:[1429,1442,1470,1479],understand:[7,8,18,24,25,884,1445,1447,1450,1455,1460,1466,1478],understood:631,undertak:7,underwai:[2,1450],undesir:[12,967,972,973,974,975,976,977,1115,1116,1117,1118,1119,1120,1124,1452],undon:[1229,1230,1231,1232,1233,1234,1235,1236,1245],unequ:[973,974,976,977,1486],uneven:[19,21,1215],unexpect:[18,39,655,787,841,1043,1377,1431,1447,1452],unexpected_kei:[841,1043],unexpectedli:[422,1479],unflatten:[1432,1441,1442,1477],unflatten_dense_tensor:1432,unflatten_out:39,unflattened_img:1442,unflattened_named_img:1442,unflattened_s:1093,unfold:[990,1133,1432,1477],unfortun:[2,6,8,16,1215],unhandl:24,unhealthi:24,unicod:[4,1435],unicodedecodeerror:894,unifi:1442,unifies_names_from_input_tensor:1441,uniform:[417,532,614,980,1061,1123,1319,1320,1445,1481],uniform_:[551,583,614,1432,1441,1445,1452,1474,1481],uniformli:[22,1321,1322,1480],unind:1469,uninform:18,uniniti:[381,434,740,741,742,1210,1217,1218,1253],uninitializedparamet:[1028,1210],union:[27,34,39,850,1093,1227,1433,1434,1442,1462,1464,1480],uniqu:[18,24,30,33,34,35,447,832,870,871,875,885,887,888,925,932,1386,1414,1429,1431,1439,1452,1464,1466,1470,1471,1472,1473,1478],unique_consecut:[1413,1432],unit:[4,10,22,24,34,39,738,757,771,956,966,988,993,994,995,996,1061,1062,1072,1105,1132,1137,1138,1184,1191,1231,1232,1236,1239,1241,1244,1405,1449,1454,1464,1468,1487],unit_interv:22,unitari:[871,874,885,888,1222,1298],uniti:[1217,1218],unitriangular:[519,1405,1432],univari:22,univers:1433,unix:[16,31,1440],unknown:[24,1217,1218,1462,1472],unless:[1,2,5,7,17,18,35,39,98,434,591,615,841,925,997,1043,1213,1215,1238,1276,1416,1434,1447,1450,1459,1462,1464,1489],unlik:[2,4,7,22,428,735,771,774,778,870,871,882,885,888,922,925,927,1015,1217,1218,1329,1330,1347,1420,1433,1434,1440,1450,1458,1459,1476],unlimit:1450,unlist:1,unmask:1086,unmatch:1465,unment:1442,unmodifi:[1,18],unnam:[1441,1442],unncessari:1477,unnecessari:[1253,1434,1450,1452,1460,1464],unnorm:[22,980,1113,1123,1141],unnot:1440,unoccupi:673,unord:[39,1044,1053],unpack:[2,911,915,981,1251,1434,1435,1447,1452,1453],unpack_data:[915,1432],unpack_hook:[2,1447],unpack_pivot:[915,1432],unpackag:1464,unpackage_foo:1464,unpackageableexcept:1464,unparametr:1227,unparametris:1228,unpickl:[16,18,894,1464],unpool:[1039,1040,1041],unpooled_output:1041,unprun:[1232,1233,1235,1236,1237,1238,1239,1240,1241,1242,1243,1244],unpublish:1293,unreadi:1451,unrecogn:1434,unrecover:24,unreduc:[960,961,980,1004,1009,1010,1034,1050,1074,1092],unrel:[7,1446,1452,1464],unresolv:1461,unrol:[1433,1434,1462],unsaf:[1224,1227,1432,1450,1464],unsafe_chunk:1432,unsafe_split:1432,unsafe_split_with_s:1432,unscal:1,unscale_:[1,1446],unseg:967,unserialized_th:1457,unset:39,unsign:[22,1468,1476,1479,1480],unskip:1,unsort:[1249,1250],unsorted_indic:[1248,1251],unspecif:1076,unspecifi:[18,417,1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242,1370,1473,1478,1489],unsqueez:[536,759,857,887,986,1062,1227,1399,1432,1452,1473,1477,1478],unsqueeze_:1432,unstabl:[1,22,870,871,888,903,913,1158,1386,1474],unstructur:[1234,1238],unsuccess:18,unsupport:[1431,1435,1442,1470],unsupported_linear_op:1433,unsw:1317,untest:1442,until:[4,7,17,18,21,24,33,38,39,422,657,658,684,787,857,895,1139,1210,1215,1284,1290,1399,1440,1450,1453,1462,1466,1470,1472],untouch:16,untrac:39,untrack:852,untrain:1462,untrust:[894,1464],unus:[18,21,39,686,696,845,850,1005,1431,1433,1434,1450,1451,1455,1464],unused_argument1:1005,unused_argument2:1005,unused_method:1431,unused_parameter_s:18,unusu:7,unwant:[1464,1478],unwieldi:39,unzip:1464,upcom:[18,1446],updat:[1,8,10,17,21,24,33,39,163,371,447,449,962,963,964,981,986,987,995,1006,1007,1008,1044,1053,1082,1130,1131,1223,1227,1265,1271,1276,1281,1282,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1296,1429,1431,1438,1446,1447,1450,1451,1457,1458,1460,1461,1463,1465,1470,1471,1472,1478,1489],update_arg:39,update_bn:1463,update_kwarg:39,update_paramet:1463,upgrad:1463,uplo:[871,873,1390,1432],upon:[16,19,24,26,39,1215,1224,1227,1440,1447,1462,1467,1472],upper:[22,125,126,127,499,519,623,628,635,636,637,639,753,754,806,807,866,867,871,873,885,1061,1179,1187,1188,1287,1293,1310,1325,1345,1390,1405,1408,1409,1432,1445,1474,1480],upper_bound:22,uppercas:18,ups:7,upsampl:[976,1096,1097,1105,1139,1150,1208,1209,1468,1486,1489],upsample_bicubic2d:1432,upsample_bilinear2d:1432,upsample_bilinear:[1468,1486],upsample_linear1d:1432,upsample_nearest1d:1432,upsample_nearest2d:1432,upsample_nearest3d:1432,upsample_nearest:[1468,1486],upsample_r:1489,upsample_trilinear3d:1432,upsample_trilinear:1208,upscal:1055,upscale_factor:[1055,1180,1432],upstream:1461,uriega:9,url:[18,33,607,1429,1439,1470],usa:[997,1478],usabl:[38,1434,1462],usag:[1,2,5,7,12,16,18,21,22,24,27,30,31,33,35,39,693,710,714,895,1215,1431,1434,1442,1446,1447,1452,1453,1462,1472,1473,1478,1479,1481,1486,1489],use:[1,2,3,4,6,7,8,10,11,12,13,16,17,22,24,25,26,30,31,32,33,34,38,39,274,344,384,431,434,451,540,577,589,593,595,596,597,601,632,652,657,658,672,682,689,690,691,708,710,722,759,765,769,780,805,816,828,838,839,841,842,845,848,849,850,851,852,853,856,868,871,873,875,877,880,884,888,890,894,895,915,917,925,935,957,958,959,967,969,970,971,981,989,995,996,1009,1011,1012,1013,1014,1036,1037,1038,1039,1043,1050,1058,1059,1060,1064,1065,1066,1067,1068,1069,1092,1093,1095,1098,1105,1107,1108,1109,1139,1150,1151,1177,1215,1217,1218,1222,1225,1249,1250,1254,1256,1268,1269,1271,1293,1312,1315,1316,1326,1332,1342,1345,1362,1380,1381,1387,1396,1403,1413,1416,1418,1419,1429,1431,1432,1433,1434,1438,1440,1441,1442,1443,1445,1446,1447,1449,1450,1453,1455,1456,1457,1458,1459,1460,1461,1462,1464,1465,1466,1467,1470,1471,1473,1476,1478,1479,1480,1481,1486,1489],use_cpu:2,use_cuda:[2,1466],use_deterministic_algorithm:[3,573,1459],use_distribut:18,use_dynam:1432,use_env:[18,34,36],use_error_feedback:17,use_external_data_format:1462,use_gpu:1431,use_gzip:1466,use_input_stat:[1149,1432],use_kineto:2,use_memory_effici:854,use_mkldnn:1449,use_mm_for_euclid_dist:632,use_mm_for_euclid_dist_if_necessari:632,use_ninja:11,use_openmp:1449,use_rocm:1455,use_separate_proj_weight:1432,use_strict_trac:1478,use_tbb:1449,use_trivi:1222,used:[1,2,3,4,5,7,10,11,12,14,16,17,18,19,21,22,23,25,30,31,32,33,34,35,38,39,49,70,98,102,260,422,423,473,587,588,589,592,593,601,604,611,612,613,614,622,657,662,673,682,686,693,695,711,722,738,739,759,793,796,797,799,803,804,806,817,839,841,842,847,850,852,853,858,860,871,873,874,877,881,884,894,895,926,952,958,959,960,961,962,963,964,973,974,975,976,977,978,981,983,984,986,987,988,995,997,1003,1006,1007,1008,1012,1013,1015,1016,1017,1018,1025,1026,1027,1031,1037,1038,1043,1050,1051,1057,1058,1060,1070,1071,1079,1082,1091,1092,1093,1105,1108,1109,1130,1131,1139,1150,1175,1207,1210,1211,1212,1213,1214,1215,1216,1219,1224,1229,1230,1231,1232,1233,1234,1235,1236,1238,1241,1242,1260,1266,1268,1269,1270,1272,1278,1282,1287,1293,1298,1342,1346,1347,1348,1350,1351,1352,1365,1366,1380,1381,1382,1386,1390,1400,1403,1415,1416,1418,1419,1420,1429,1431,1432,1433,1434,1436,1439,1442,1443,1445,1446,1447,1449,1450,1452,1454,1455,1456,1457,1458,1459,1461,1463,1464,1465,1466,1467,1468,1469,1470,1471,1472,1476,1478,1480,1481,1483,1485,1486,1489],useful:[1,2,4,7,16,17,18,21,22,33,35,39,605,608,625,689,701,720,721,759,778,838,900,924,940,943,980,990,1009,1050,1055,1158,1194,1195,1215,1225,1251,1253,1257,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1308,1368,1370,1385,1387,1429,1431,1433,1442,1449,1450,1452,1456,1457,1460,1462,1463,1464,1465,1466,1467,1470,1471,1474,1481,1488,1489],user:[2,6,10,12,16,17,18,19,22,24,26,30,33,34,36,38,39,98,274,589,593,601,684,841,894,1043,1086,1088,1090,1213,1215,1224,1238,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1429,1430,1431,1433,1434,1440,1442,1446,1447,1448,1450,1452,1454,1455,1456,1457,1458,1465,1466,1467,1470,1471,1473,1477,1478,1480,1485,1486,1487,1488,1489],userexcept:1464,usermodel:1467,userrref:[1470,1472],userwarn:1448,uses:[1,4,5,11,16,18,21,22,25,30,31,33,34,35,39,40,281,566,578,602,603,613,622,675,676,717,740,742,752,757,771,788,793,803,804,850,856,868,874,884,893,894,903,909,962,963,964,967,969,970,971,998,1004,1006,1007,1008,1015,1016,1017,1018,1025,1026,1027,1049,1051,1064,1065,1066,1067,1068,1069,1074,1082,1098,1148,1150,1158,1175,1192,1207,1215,1263,1283,1284,1290,1291,1295,1296,1310,1317,1319,1321,1323,1325,1326,1372,1373,1386,1396,1407,1409,1427,1429,1431,1434,1446,1447,1449,1450,1451,1452,1453,1454,1455,1456,1457,1459,1461,1462,1464,1470,1471,1472,1473,1476,1479,1480,1486,1489],using:[1,2,4,6,7,8,10,11,12,16,17,18,19,22,24,26,30,33,34,35,38,39,98,260,384,447,540,589,598,602,603,634,636,647,650,730,739,753,754,793,799,816,838,841,844,845,846,847,849,850,852,853,854,868,869,870,871,875,879,880,881,883,884,886,888,890,892,894,895,913,914,921,956,960,961,967,969,970,971,972,973,974,975,976,977,978,981,982,983,984,986,987,988,1002,1003,1043,1045,1052,1054,1064,1065,1066,1067,1068,1069,1070,1091,1092,1098,1115,1116,1117,1118,1119,1120,1124,1125,1126,1127,1130,1132,1139,1141,1177,1208,1209,1210,1215,1217,1218,1222,1223,1225,1227,1253,1254,1259,1285,1286,1293,1298,1311,1317,1342,1347,1390,1396,1429,1430,1431,1433,1434,1435,1436,1440,1442,1443,1445,1446,1447,1449,1450,1451,1452,1453,1454,1455,1456,1457,1458,1459,1460,1461,1462,1463,1464,1466,1467,1468,1470,1471,1472,1473,1478,1479,1481,1486],usr:[24,31,33],usual:[7,11,16,17,33,34,39,417,589,595,597,601,983,984,988,1003,1006,1007,1008,1210,1215,1431,1434,1446,1449,1450,1453,1456,1462,1467,1468,1470,1478,1488,1489],uszkoreit:[1086,1088,1090],utf:[894,1462,1464],util:[1,7,13,34,38,39,665,841,995,1013,1043,1058,1211,1212,1213,1214,1224,1229,1230,1231,1232,1233,1234,1235,1236,1248,1287,1293,1430,1434,1446,1448,1449,1450,1452,1453,1454,1456,1457,1463,1464,1465,1485,1486,1487],uuid4:1447,uuid:1447,v100:[14,995,1013,1058],v_0:[1266,1268,1269,1272,1278,1279],v_1:1052,v_2:1052,v_complex:738,v_i:874,v_k:888,v_proj_weight:1432,v_t:[1266,1268,1269,1272,1278,1279],vacuou:19,val1:846,val2:846,val:[846,1432,1434,1445],val_loss:1294,val_map:39,valgrind:4,valid:[2,18,22,31,33,39,635,739,839,841,842,858,870,871,877,885,888,918,972,973,974,1115,1116,1117,1139,1210,1233,1238,1242,1283,1284,1289,1290,1291,1292,1294,1295,1296,1310,1425,1431,1432,1433,1434,1442,1447,1452,1455,1462,1463,1466,1470,1471,1486,1489],validate_arg:22,valu:[1,2,4,6,7,8,10,11,16,17,19,21,22,24,25,27,30,31,33,34,38,39,40,53,54,55,56,70,98,102,163,175,176,177,178,195,200,201,213,214,240,252,254,256,257,258,259,260,262,265,290,337,338,356,357,359,360,407,417,419,447,449,467,473,489,513,524,525,548,551,554,555,558,561,562,563,566,574,575,576,583,587,589,594,595,596,597,598,599,600,601,602,603,613,614,615,622,628,632,637,639,649,650,653,681,700,711,718,719,722,730,738,744,753,754,756,758,760,765,766,767,768,769,778,783,788,790,792,799,802,803,804,805,806,807,815,826,831,832,833,834,837,838,839,841,842,843,846,847,852,855,857,858,861,865,866,868,869,870,871,872,873,874,877,879,881,883,884,886,888,889,892,893,894,895,898,903,909,912,913,916,921,922,924,925,927,930,933,935,939,940,941,942,945,948,952,957,958,959,960,962,963,964,965,966,967,969,970,971,972,973,974,975,976,977,978,979,980,981,985,986,987,988,990,997,998,999,1002,1003,1004,1006,1007,1008,1009,1010,1011,1012,1015,1016,1017,1018,1025,1026,1027,1028,1030,1033,1035,1036,1037,1038,1039,1040,1041,1043,1044,1048,1049,1050,1051,1052,1053,1057,1071,1074,1076,1077,1078,1079,1080,1082,1085,1086,1088,1090,1091,1092,1094,1095,1112,1113,1115,1116,1117,1122,1123,1131,1132,1136,1139,1141,1150,1151,1152,1174,1175,1176,1177,1179,1182,1201,1202,1207,1209,1210,1213,1215,1220,1222,1223,1224,1225,1227,1229,1230,1231,1232,1233,1234,1235,1236,1241,1242,1248,1251,1252,1253,1258,1259,1263,1264,1267,1271,1287,1293,1300,1304,1307,1311,1313,1314,1326,1328,1331,1332,1337,1345,1353,1356,1365,1366,1369,1371,1372,1373,1382,1386,1387,1393,1397,1400,1403,1406,1407,1408,1409,1411,1413,1414,1415,1425,1427,1428,1429,1431,1432,1435,1439,1440,1445,1446,1447,1449,1450,1452,1453,1454,1455,1457,1460,1462,1463,1464,1466,1467,1468,1469,1470,1473,1474,1476,1477,1478,1479,1480,1481,1486,1487,1489],value2:1450,value_remap:39,value_t:1462,valueerror:[38,839,1227,1228,1248,1251,1452,1465,1480],vamshi:9,vander:[1432,1436],vandermond:1417,vanilla:17,var1:1463,var2:1463,var_mean:[1432,1441],vararg:39,varepsilon:881,vari:[1074,1248,1463,1467,1473,1489],variabl:[4,6,11,15,17,22,26,31,34,36,39,384,591,650,654,710,740,742,852,895,965,972,973,974,975,976,977,981,986,987,995,996,1013,1014,1015,1028,1030,1043,1046,1051,1058,1060,1215,1248,1249,1250,1251,1252,1263,1266,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1295,1296,1319,1321,1323,1396,1416,1427,1429,1442,1447,1449,1450,1453,1454,1459,1461,1462,1463,1470,1478,1483,1484,1485,1486,1487,1489],varianc:[22,654,962,963,964,988,997,1006,1007,1008,1016,1017,1018,1025,1026,1027,1082,1132,1136,1278,1279,1314,1323,1324,1418,1419,1445,1457],variant:[1,17,867,876,942,1268,1269,1270,1282,1405,1456,1468,1479,1489],variat:[4,22,1434,1452],varieti:1471,variou:[3,6,8,11,16,39,895,1440,1457,1458,1463,1473,1488],vasili:9,vast:1473,vaswani:[1086,1088,1090],vc2017:1461,vdantu:9,vdim:1049,vdot:[857,1432],vec1:[61,62,558,1432],vec2:[61,62,229,397,558,794,1299,1432],vec:[59,60,361,557,937,1255,1432,1473],vector:[10,17,22,195,254,256,556,557,558,577,582,589,595,596,597,598,599,600,601,625,626,632,643,650,654,655,720,721,726,728,742,793,874,882,883,887,888,892,918,926,935,937,961,962,963,964,967,981,986,987,990,998,1006,1007,1008,1052,1082,1091,1094,1113,1130,1131,1139,1141,1175,1179,1206,1219,1221,1223,1227,1255,1259,1299,1300,1386,1390,1417,1447,1454,1467,1473,1478],vector_norm:[883,1259],vehicl:8,veloc:1281,verbos:[11,18,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1429,1442,1462,1478],veri:[2,5,7,16,17,18,39,652,1006,1007,1008,1215,1216,1222,1271,1293,1362,1405,1433,1440,1447,1452,1453,1454,1455,1457,1458,1461,1463,1464,1469,1470,1471],verifi:[11,18,39,602,722,1403,1429,1431,1439,1452,1454,1462,1465],verify_ninja_avail:11,verify_skipp:1465,versa:[39,394,528,786,787,1035,1447,1475],versatil:1450,version:[3,6,11,15,17,22,34,39,42,44,46,48,50,52,54,56,58,60,62,72,74,76,78,80,82,89,91,94,95,97,100,106,108,110,112,114,116,123,130,137,141,144,146,155,157,172,176,178,185,188,190,192,194,198,203,210,212,214,218,220,224,226,233,235,237,245,247,249,251,253,255,257,259,293,295,297,299,301,303,305,308,310,312,313,320,322,324,326,328,333,337,339,357,360,363,365,375,377,379,387,392,402,405,421,425,427,443,445,446,448,453,457,459,462,464,466,478,480,482,485,491,493,501,505,507,518,521,523,525,527,536,545,604,658,690,803,817,838,841,843,844,847,849,866,918,944,961,1013,1043,1044,1058,1095,1105,1129,1139,1146,1150,1155,1186,1188,1202,1203,1207,1211,1227,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1254,1279,1281,1282,1343,1344,1382,1386,1402,1416,1429,1441,1442,1447,1448,1450,1452,1454,1455,1456,1457,1459,1461,1462,1463,1464,1466,1467,1468,1481,1483,1485,1486,1489],versu:[7,1047],vert:[979,1052,1122],vertex:1478,vertic:[1423,1424,1465,1478],vertices_tensor:1478,vhp:596,via:[7,11,12,16,18,22,31,39,540,590,602,603,631,684,700,743,895,962,963,964,981,998,1006,1007,1008,1015,1082,1222,1254,1256,1293,1431,1433,1434,1440,1445,1447,1450,1452,1453,1455,1457,1458,1462,1463,1464,1467,1470,1471,1476,1477,1488],viabl:[39,1450],vice:[39,394,528,786,787,1035,1447,1475],victor:9,vid_tensor:1478,video:[1055,1056,1442,1478],view:[2,7,8,10,16,17,21,24,39,164,195,432,433,434,450,531,541,563,577,584,585,586,604,626,638,647,648,729,736,774,775,776,777,808,817,841,882,891,987,995,1013,1043,1058,1094,1095,1096,1097,1131,1176,1214,1215,1219,1301,1333,1337,1338,1342,1374,1385,1392,1397,1401,1421,1422,1423,1430,1431,1432,1440,1442,1448,1468,1470,1472,1476,1479],view_a:[1432,1477],view_as_complex:[10,1432],view_as_r:[10,1382,1432,1477],viewbackward:[595,597],vim:1464,vimrc:1464,vincent:9,vincentqb:9,vine:22,violat:[8,1450],virtual:1450,vishwak:9,vishwakftw:9,visibl:[11,18,30,673,711,1044,1045,1053,1054],vision:[8,848,980,1123,1429],visit:[36,1462],visual:[2,39,926,972,973,974,975,976,977,990,1036,1037,1038,1094,1457,1461,1466,1478],vitali:9,vitalyfedyunin:9,vmap:[39,595,597,602,603],vogel:17,vol:[838,997],volumetr:[964,1082,1095,1139,1150,1207,1208,1209],von:22,von_mis:22,vrynioti:9,vs2017:1461,vs2017_runtim:1461,vscode:39,vsplit:[1432,1477],vstack:[1340,1432,1473],vulkan:1438,vw_i:1049,vychisl:1317,w605:33,w_c:980,w_d:1454,w_hf:1013,w_hg:1013,w_hh:1432,w_hi:1013,w_hn:995,w_ho:1013,w_hr:995,w_hz:995,w_i:654,w_if:1013,w_ig:1013,w_ih:1432,w_ii:1013,w_in:995,w_io:1013,w_ir:995,w_ix_:654,w_iz:995,w_j:1077,w_n:[960,961],w_y:1449,w_z:1449,wai:[2,4,6,7,8,11,16,17,18,21,22,26,30,38,39,98,510,589,596,598,599,600,601,602,760,799,841,866,867,877,881,887,960,987,1006,1007,1008,1013,1025,1026,1027,1043,1071,1088,1090,1131,1215,1225,1253,1286,1293,1431,1433,1434,1440,1441,1442,1447,1449,1452,1453,1454,1457,1458,1461,1462,1463,1464,1467,1470,1471,1473,1477,1479,1489],wait:[2,18,24,31,33,38,657,658,717,843,1294,1432,1434,1440,1449,1450,1451,1466,1470,1489],wait_al:38,wait_all_rank:18,wait_ev:658,wait_for_work:18,wait_stream:[18,658,1450],walk:[12,39,1452,1464,1471,1472,1477],walkthrough:1446,wall:4,walltim:1478,wang:9,want:[1,2,7,11,16,18,22,30,38,39,384,431,434,686,851,852,853,926,991,992,1095,1134,1135,1150,1207,1215,1216,1342,1396,1429,1446,1447,1449,1450,1452,1454,1457,1462,1463,1464,1467,1473,1478,1479,1486,1489],wari:21,warm:[17,1285,1286,1450,1466],warm_start:17,warmup:[2,4,1450,1466],warn:[11,17,18,595,597,715,852,884,926,1224,1227,1355,1448,1452,1462,1464,1469],warn_alwai:829,warrant:4,wasn:[18,894,1431],wast:[7,1450],weaker:22,weakli:1474,web:1317,weigend:997,weight:[1,16,18,22,39,104,242,298,299,431,615,654,807,841,844,848,850,853,862,935,960,961,965,972,973,974,975,976,977,980,986,987,995,996,998,1013,1014,1015,1016,1017,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1030,1043,1047,1048,1049,1050,1051,1058,1060,1072,1086,1110,1111,1112,1113,1115,1116,1117,1118,1119,1120,1123,1130,1131,1140,1149,1153,1156,1171,1173,1174,1183,1191,1210,1215,1222,1223,1225,1227,1238,1240,1241,1242,1243,1244,1245,1246,1247,1253,1254,1256,1265,1266,1267,1268,1269,1270,1272,1278,1279,1281,1314,1429,1432,1433,1434,1438,1442,1445,1452,1453,1457,1460,1467,1468,1478,1483,1485,1486,1487,1489],weight_decai:[1265,1266,1267,1268,1269,1270,1272,1278,1279,1281,1457],weight_fake_qu:[1483,1485],weight_g:[1256,1432],weight_hh:[996,1014,1060],weight_hh_l:[995,1013,1058],weight_hr_l:1013,weight_ih:[996,1014,1060],weight_ih_l:[995,1013,1058],weight_mask:[1241,1244],weight_norm:1247,weight_onli:1467,weight_orig:1241,weight_scal:1432,weight_siz:1432,weight_stride0:1432,weight_u:1254,weight_v:1256,weight_zero_point:1432,weightdecai:1278,weighted_kernel_sum:853,weightedrandomsampl:16,welcom:7,well:[2,4,6,7,11,17,18,33,39,841,844,849,852,872,877,962,963,964,980,1009,1013,1043,1082,1160,1161,1310,1431,1434,1441,1442,1446,1447,1450,1452,1454,1457,1458,1459,1462,1464,1470,1472,1473,1477,1478,1481,1489],went:[18,39],were:[1,2,3,4,18,24,33,36,38,39,98,274,407,587,589,601,847,894,1105,1215,1219,1224,1234,1251,1345,1392,1399,1433,1446,1450,1452,1460,1464],weren:593,what:[1,2,4,6,7,8,18,22,26,30,31,39,852,853,913,972,973,974,975,976,977,990,1037,1038,1071,1094,1229,1230,1231,1232,1233,1234,1235,1236,1265,1266,1267,1268,1269,1270,1271,1272,1273,1278,1279,1280,1281,1282,1311,1429,1431,1433,1434,1441,1452,1454,1457,1463,1466,1467,1470,1471],what_is_state_dict:1457,whatev:[35,39,384,1215,1396,1405,1434],wheel:1461,when:[1,2,4,5,6,7,8,11,16,17,18,19,21,22,23,24,25,26,27,31,32,33,34,35,36,38,39,49,98,201,254,384,432,433,447,449,473,489,510,540,566,589,595,596,597,598,599,600,601,602,603,604,605,615,632,635,643,647,648,652,657,663,665,686,689,690,701,722,738,774,778,783,787,799,817,830,831,833,834,837,841,842,843,850,851,852,853,857,858,866,868,869,870,871,872,873,874,875,877,879,880,881,883,884,885,886,887,888,889,890,892,893,894,895,903,909,911,913,918,921,925,926,935,940,941,952,957,958,959,960,961,962,963,964,967,972,973,974,975,976,977,978,980,981,986,987,990,995,998,1003,1004,1006,1007,1008,1009,1010,1011,1012,1013,1015,1016,1017,1018,1025,1026,1027,1034,1035,1036,1037,1038,1043,1046,1047,1048,1049,1050,1051,1057,1058,1070,1071,1074,1075,1076,1077,1079,1082,1088,1090,1091,1093,1094,1095,1096,1097,1105,1107,1108,1109,1112,1113,1115,1116,1117,1118,1119,1120,1123,1124,1131,1139,1150,1151,1174,1177,1179,1182,1196,1207,1208,1209,1210,1214,1215,1216,1217,1218,1222,1223,1224,1225,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1251,1254,1257,1258,1259,1260,1265,1266,1267,1268,1269,1270,1271,1272,1273,1277,1278,1279,1280,1281,1282,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1296,1298,1300,1307,1310,1333,1347,1355,1362,1370,1371,1377,1382,1386,1390,1391,1396,1398,1403,1407,1409,1413,1416,1425,1429,1431,1433,1438,1440,1441,1442,1447,1448,1449,1450,1451,1453,1454,1455,1456,1457,1458,1459,1460,1461,1462,1463,1464,1465,1466,1467,1468,1469,1470,1471,1472,1473,1474,1476,1477,1478,1479,1480,1486,1489],whenev:[8,1222,1223,1440,1471,1472,1488],where:[1,2,3,4,5,7,8,10,11,12,16,17,18,22,24,26,33,34,35,36,39,101,165,195,338,340,422,559,561,562,565,595,597,607,613,622,628,635,637,650,654,663,665,718,719,722,726,738,744,755,756,758,762,763,765,767,768,770,772,792,799,802,803,804,805,830,831,833,834,837,838,839,842,856,857,858,861,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,883,884,885,886,887,888,889,892,894,895,900,903,910,912,913,914,918,921,922,924,925,926,927,930,935,940,941,943,945,949,950,951,952,953,954,955,957,958,959,960,961,962,963,964,965,966,967,969,970,971,972,973,974,975,976,977,978,979,980,985,986,987,989,990,991,993,994,995,996,997,998,999,1000,1001,1002,1003,1004,1005,1006,1007,1008,1009,1010,1011,1012,1013,1014,1015,1028,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1039,1040,1041,1042,1046,1047,1048,1049,1050,1051,1052,1055,1056,1057,1058,1060,1061,1062,1063,1064,1065,1066,1067,1068,1069,1070,1072,1073,1074,1075,1076,1078,1079,1080,1081,1082,1083,1084,1085,1086,1091,1092,1093,1094,1095,1096,1097,1098,1111,1123,1124,1130,1137,1138,1157,1174,1176,1177,1180,1181,1183,1191,1215,1217,1218,1222,1249,1250,1251,1252,1258,1265,1266,1267,1268,1269,1270,1271,1272,1275,1278,1279,1280,1281,1282,1285,1286,1287,1298,1308,1310,1311,1331,1332,1365,1366,1370,1372,1373,1382,1385,1386,1390,1400,1405,1406,1407,1408,1409,1413,1414,1421,1422,1431,1432,1434,1435,1439,1440,1445,1446,1447,1448,1450,1452,1453,1454,1457,1459,1462,1463,1464,1465,1467,1470,1472,1473,1474,1476,1478,1486,1488,1489],wherea:[882,940,1386,1434,1480],wherev:[8,1441],whether:[1,2,3,7,8,11,16,17,18,19,22,24,33,39,260,407,540,559,561,562,565,574,575,587,591,594,602,603,604,611,613,622,635,636,637,643,644,688,701,803,804,817,838,841,858,866,867,871,873,876,881,883,884,888,910,913,921,922,924,925,927,930,935,940,941,942,943,967,978,1003,1009,1043,1052,1057,1092,1102,1103,1104,1124,1151,1182,1215,1222,1224,1227,1240,1259,1268,1269,1287,1298,1308,1311,1349,1350,1380,1381,1382,1385,1386,1390,1400,1405,1413,1414,1416,1418,1419,1429,1434,1439,1446,1447,1450,1452,1455,1462,1465,1467,1470,1473,1475,1477,1478],which:[1,2,4,5,6,7,8,10,11,12,16,17,19,21,22,24,26,31,32,33,34,35,38,39,40,98,230,254,256,258,260,274,371,408,422,423,434,447,449,467,489,529,531,540,547,551,563,577,583,589,595,596,597,598,599,600,601,608,615,628,631,634,638,652,653,654,656,658,661,662,663,664,665,675,676,677,700,705,706,717,722,726,727,728,729,738,739,755,760,761,765,766,769,774,775,776,777,778,783,790,793,816,826,832,838,839,841,842,843,848,849,850,852,870,871,877,879,882,883,887,888,890,892,894,900,917,921,925,930,935,941,944,950,951,952,954,955,956,958,959,962,963,964,967,973,974,976,977,981,987,994,995,1004,1006,1007,1008,1009,1011,1012,1013,1015,1033,1037,1038,1039,1040,1041,1043,1046,1048,1049,1071,1074,1076,1078,1082,1091,1092,1122,1138,1139,1141,1150,1151,1158,1176,1177,1194,1195,1203,1210,1215,1222,1224,1227,1228,1229,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1241,1242,1243,1244,1245,1256,1259,1265,1281,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1300,1312,1326,1330,1332,1333,1337,1353,1355,1362,1365,1366,1368,1369,1370,1374,1377,1397,1403,1406,1407,1408,1409,1413,1415,1416,1429,1431,1433,1434,1436,1438,1439,1440,1442,1445,1446,1447,1448,1449,1450,1451,1452,1453,1454,1455,1456,1457,1459,1461,1462,1464,1465,1466,1467,1469,1470,1471,1472,1473,1474,1475,1476,1478,1479,1480,1482,1485,1486,1487,1488,1489,1490],whichev:[654,1139,1450],while_stmt:1434,whilst:[22,1450],whitespac:[739,1435],who:[7,10,33,1447,1464],whole:[16,18,838,841,1043,1071,1082,1447,1458],whose:[18,22,39,473,634,649,727,739,744,787,792,799,802,841,853,861,893,909,912,945,1043,1215,1260,1304,1356,1399,1434,1447,1452,1454,1464,1478,1480],why:[4,7,16,39,739,844],wide:[885,1222,1449,1457],widehat:[1268,1269,1272,1278],wider:[778,1434,1463],width:[22,806,807,958,959,973,974,976,977,1012,1037,1038,1050,1077,1095,1150,1207,1442,1486,1489],wiki:[17,1490],wikipedia:[17,1176,1447,1454,1490],wildcard:[1442,1464],willing:8,win:[1382,1447],win_length:[289,485,838,1382,1432],window:[11,16,18,39,289,485,613,622,803,804,838,856,957,958,959,991,992,1011,1012,1036,1037,1038,1039,1040,1041,1107,1134,1135,1315,1316,1382,1430,1432],window_length:[613,622,803,804,856,1432],wip:7,wire:1470,wirting:[10,602,1454],wise:[17,18,22,554,555,564,582,648,739,744,781,782,791,792,802,810,859,861,904,905,906,907,912,923,926,928,945,966,977,985,999,1000,1001,1002,1004,1029,1032,1042,1051,1061,1062,1063,1070,1072,1073,1074,1079,1081,1083,1084,1114,1128,1137,1138,1142,1143,1144,1145,1148,1152,1154,1159,1169,1170,1183,1184,1185,1189,1190,1191,1192,1196,1198,1199,1200,1424,1449,1452,1473,1474,1477,1486],wish:[1,1446,1452],wit:1431,with_activ:39,with_arg:[1468,1489],with_callable_arg:1489,with_cuda:[11,1461],with_flop:[2,1466],with_item:1434,with_modul:[2,1466],with_pytorch_error_handl:11,with_replac:[643,1432],with_stack:[2,1466],with_stmt:1434,withdevic:1465,within:[2,6,8,16,17,18,22,33,34,35,38,39,40,602,603,659,722,841,844,916,957,958,959,967,983,984,988,990,1036,1037,1038,1043,1049,1082,1094,1139,1215,1225,1229,1230,1231,1232,1233,1234,1235,1236,1237,1239,1241,1242,1243,1244,1245,1315,1316,1345,1415,1431,1433,1434,1449,1450,1452,1455,1456,1457,1462,1463,1464,1467,1469,1470,1471,1478],without:[1,2,4,6,7,8,16,17,18,19,21,22,26,33,38,39,195,540,641,658,760,766,767,768,838,839,841,842,915,935,962,963,964,987,1006,1007,1008,1043,1051,1082,1131,1210,1215,1239,1253,1287,1317,1333,1347,1380,1381,1412,1418,1419,1429,1433,1434,1438,1440,1442,1446,1447,1448,1450,1452,1454,1455,1457,1458,1459,1460,1462,1464,1465,1467,1469,1470,1478,1490],without_activ:39,won:[1,6,17,33,841,850,1043,1175,1212,1213,1215,1429,1446,1447,1452,1470,1481],wonder:1454,woodburi:22,word:[1,2,18,33,34,38,39,628,952,972,973,974,986,987,1086,1130,1131,1150,1207,1215,1222,1345,1433,1447,1453,1464,1471],word_language_model:1086,work:[1,2,3,4,6,7,8,10,11,12,13,18,19,22,24,33,34,35,36,39,70,98,290,422,589,601,656,657,658,682,690,691,708,740,742,759,775,776,777,841,844,850,851,870,871,888,895,981,1043,1059,1076,1177,1194,1215,1293,1325,1347,1351,1393,1396,1429,1431,1434,1435,1440,1441,1442,1447,1449,1450,1451,1452,1454,1455,1457,1458,1460,1461,1462,1464,1465,1467,1468,1470,1471,1481,1488,1489],workaround:[16,39,844,1459,1467],worker0:1470,worker1:[38,1215,1470,1471],worker2:1470,worker:[7,11,16,17,18,19,24,25,26,27,33,34,35,36,1215,1434,1459,1465,1466,1470,1471,1472],worker_group:24,worker_id:[16,35,1459],worker_info:16,worker_init_fn:[16,1453,1459],worker_nam:[1466,1470],worker_se:1459,workergroup:[24,34],workerinfo:1470,workernam:1470,workerspec:[24,25,34,35],workerst:24,workflow:[12,1429,1452,1467],workground:1461,workload:[4,16,18,690,1450,1456,1470],workspac:11,world:[18,21,24,31,33,34,1082,1215,1447,1464,1467],world_siz:[16,18,19,21,24,33,34,36,1215,1451,1465,1470,1471],worri:1470,wors:[871,888,1416],worst:[36,1452],worth:[16,17,36,1429,1477],would:[3,4,6,8,10,11,16,18,22,24,26,33,34,39,98,564,589,591,601,605,634,740,742,760,839,841,842,845,847,852,853,957,958,959,960,961,995,1013,1036,1037,1038,1043,1058,1139,1210,1215,1216,1248,1257,1325,1336,1345,1396,1397,1402,1431,1433,1434,1441,1442,1443,1446,1447,1448,1449,1450,1451,1452,1454,1460,1462,1464,1465,1467,1470,1471,1472,1473,1474],wouldn:1472,wrap:[1,2,12,16,17,18,21,26,35,39,201,841,852,981,1043,1082,1213,1215,1225,1251,1283,1284,1285,1286,1287,1288,1289,1290,1291,1292,1293,1294,1295,1296,1431,1432,1434,1446,1447,1450,1451,1452,1457,1461,1465,1467,1468,1470,1471,1488,1489],wrap_torch_funct:1488,wraper:17,wrapper:[17,18,22,38,39,547,656,657,658,714,716,781,782,841,981,1431,1433,1434,1440,1450,1462,1465,1468,1486,1489],write:[7,8,18,24,26,30,31,32,33,195,447,563,577,626,742,819,849,867,876,1206,1342,1405,1416,1433,1442,1450,1453,1454,1463,1464,1473,1478],writeabl:[647,648],writer:[1457,1478],writestr:1464,written:[18,26,607,981,1281,1431,1433,1438,1447,1451,1452,1457,1460,1462,1464,1475,1478],wrong:[18,39,591,839,842,1451,1458,1461,1462,1463],wrote:7,www:[967,1092,1478],x86:[1349,1467],x86_x64:1461,x_0:[1403,1486],x_1:[718,719,720,721,965,978,979,1111,1122,1403],x_2:[718,719,720,721,965,978,979,1111,1122],x_3:[718,719,720,721],x_center:759,x_centered_2:759,x_clone:1440,x_cpu:1450,x_cpu_long:1450,x_diff:1403,x_gpu:1450,x_i:[22,639,718,719,720,721,898,1033,1052,1076,1078,1091,1159,1194,1307,1370,1403,1474],x_j:[1033,1076,1078,1194,1370,1454,1474],x_k:1370,x_n:[960,961,1003,1004,1009,1010,1034,1074,1403,1447],x_npy:591,x_out:1489,x_r:799,x_t:[962,963,964,995,1006,1007,1008,1013,1058,1082,1266],x_uncent:759,xavier_normal_:[1445,1457],xavier_uniform_:1445,xcosx:1478,xdg_cache_hom:1429,xeon:1449,xiaoqiang:9,xing:1317,xla:1430,xlog1pi:1474,xlogi:[545,1432,1474],xlogy_:1432,xnnpack:1438,xor:[621,907,1434],xor_expr:1434,xpu:[841,1043],xsinx:1478,xta0:9,xuzhao9:9,y_0:1403,y_1:1403,y_cpu:1450,y_cpu_long:1450,y_diff:1403,y_gpu:1450,y_hard:1141,y_i:[22,639,718,719,720,721,898,1091,1403,1454],y_n:[960,961,980,1003,1004,1009,1010,1034,1050,1074,1403,1447],y_pred:1450,y_soft:1141,yanan:9,yang:[8,9,895],yashchuk:9,yes:[7,1473],yet:[2,19,24,38,39,657,715,843,845,854,930,1215,1229,1233,1235,1430,1433,1434,1442,1470,1472,1474,1476],yf225:9,yield:[16,17,39,727,729,841,1043,1425,1434,1435,1465,1467,1474],yinghai:9,you:[1,2,4,5,6,7,8,10,11,12,13,15,16,18,21,22,24,25,30,32,33,34,35,36,38,39,98,195,274,384,434,577,587,589,592,596,601,604,605,626,656,672,682,684,690,691,708,739,742,817,841,844,845,851,852,853,854,877,894,926,967,972,973,974,975,976,977,980,1013,1039,1040,1041,1043,1048,1049,1050,1058,1077,1086,1088,1090,1095,1115,1116,1117,1118,1119,1120,1124,1150,1206,1207,1210,1215,1223,1249,1257,1293,1310,1333,1342,1373,1396,1429,1431,1433,1434,1436,1438,1440,1441,1445,1446,1447,1448,1450,1452,1453,1454,1455,1456,1457,1458,1459,1460,1461,1462,1463,1464,1465,1467,1469,1470,1471,1472,1473,1476,1477,1478,1479,1481,1486,1488,1489],your:[1,2,5,7,10,11,12,13,16,18,22,25,26,30,32,33,34,35,36,38,39,589,595,596,597,604,817,841,844,845,848,851,852,853,854,1043,1050,1215,1224,1227,1345,1349,1413,1431,1433,1434,1440,1441,1442,1443,1446,1447,1448,1450,1452,1453,1455,1456,1457,1459,1461,1462,1463,1465,1467,1469,1470,1471,1473,1478,1479,1481,1488,1489],your_training_script:[18,32,34],yourself:[656,1452,1457,1458,1488],z_i:22,z_n:1447,z_t:995,zach:9,zafar:9,zcain117:9,zdevito:9,zero:[1,2,17,18,19,21,22,39,98,201,256,447,449,473,474,546,558,564,584,585,586,589,592,594,595,596,597,598,599,600,601,602,603,614,615,635,637,642,653,703,704,733,752,753,754,755,756,758,759,760,761,762,763,765,766,767,768,769,770,772,774,780,783,787,805,806,808,826,838,841,850,866,867,868,869,870,871,872,873,874,875,876,877,879,880,881,883,884,885,886,887,888,889,895,903,904,905,906,907,913,914,935,939,943,956,957,958,959,967,972,973,974,975,976,977,979,982,983,984,986,987,988,990,995,996,998,1011,1012,1013,1014,1015,1019,1020,1021,1022,1023,1024,1036,1037,1038,1039,1040,1041,1043,1049,1052,1055,1056,1057,1058,1060,1080,1086,1094,1095,1098,1107,1108,1109,1118,1119,1120,1122,1124,1125,1126,1127,1131,1132,1139,1160,1161,1175,1176,1177,1232,1233,1234,1235,1250,1258,1262,1265,1266,1267,1268,1269,1270,1271,1272,1277,1278,1279,1280,1281,1282,1298,1310,1312,1313,1314,1330,1359,1365,1372,1373,1377,1386,1390,1396,1397,1399,1405,1428,1431,1432,1434,1436,1440,1441,1442,1445,1447,1450,1452,1457,1461,1464,1466,1467,1468,1470,1473,1474,1476,1478,1479,1480,1481,1483,1484,1485,1486,1487,1489],zero_:[163,877,1130,1432,1441,1442,1457,1473],zero_grad:[1,2,841,1043,1215,1265,1266,1267,1268,1269,1270,1271,1272,1278,1279,1280,1281,1282,1286,1446,1450,1453,1457,1458,1463],zero_infin:[967,1124,1432],zero_point:[410,412,753,754,1312,1313,1314,1315,1316,1432,1467,1468,1486,1489],zero_point_hh:1432,zero_point_ih:1432,zeroredundancyoptim:[19,21,1215],zeros_:1445,zeros_lik:[39,592,594,1432,1436,1450,1473],zeroth:[856,1474],zeta:1474,zhang:9,zhangguanheng66:9,zhao:9,zheng:9,zhou:9,zhouzhuoji:9,zhuoji:9,zip:[16,1429,1432,1433,1439,1450,1456,1473],zip_stmt:1434,zipf:952,zipfil:[1342,1464]},titles:["torch.__config__","Automatic Mixed Precision package - torch.cuda.amp","Automatic differentiation package - torch.autograd","torch.backends","Benchmark Utils - torch.utils.benchmark","torch.utils.bottleneck","torch.utils.checkpoint","PyTorch Contribution Guide","PyTorch Governance","PyTorch Governance | Persons of Interest","Complex Numbers","torch.utils.cpp_extension","C++","torch.cuda","<no title>","<no title>","torch.utils.data","DDP Communication Hooks","Distributed communication package - torch.distributed","Generic Join Context Manager","Torch Distributed Elastic","Distributed Optimizers","Probability distributions - torch.distributions","torch.utils.dlpack","Elastic Agent","Customization","Error Propagation","Events","Examples","TorchElastic Kubernetes","Metrics","Multiprocessing","Quickstart","Rendezvous","torchrun (Elastic Launch)","Expiration Timers","Train script","torch.fft","torch.futures","torch.fx","Generator","torch.Tensor.abs","torch.Tensor.abs_","torch.Tensor.absolute","torch.Tensor.absolute_","torch.Tensor.acos","torch.Tensor.acos_","torch.Tensor.acosh","torch.Tensor.acosh_","torch.Tensor.add","torch.Tensor.add_","torch.Tensor.addbmm","torch.Tensor.addbmm_","torch.Tensor.addcdiv","torch.Tensor.addcdiv_","torch.Tensor.addcmul","torch.Tensor.addcmul_","torch.Tensor.addmm","torch.Tensor.addmm_","torch.Tensor.addmv","torch.Tensor.addmv_","torch.Tensor.addr","torch.Tensor.addr_","torch.Tensor.all","torch.Tensor.allclose","torch.Tensor.amax","torch.Tensor.amin","torch.Tensor.aminmax","torch.Tensor.angle","torch.Tensor.any","torch.Tensor.apply_","torch.Tensor.arccos","torch.Tensor.arccos_","torch.Tensor.arccosh","torch.Tensor.arccosh_","torch.Tensor.arcsin","torch.Tensor.arcsin_","torch.Tensor.arcsinh","torch.Tensor.arcsinh_","torch.Tensor.arctan","torch.Tensor.arctan_","torch.Tensor.arctanh","torch.Tensor.arctanh_","torch.Tensor.argmax","torch.Tensor.argmin","torch.Tensor.argsort","torch.Tensor.as_strided","torch.Tensor.as_subclass","torch.Tensor.asin","torch.Tensor.asin_","torch.Tensor.asinh","torch.Tensor.asinh_","torch.Tensor.atan","torch.Tensor.atan2","torch.Tensor.atan2_","torch.Tensor.atan_","torch.Tensor.atanh","torch.Tensor.atanh_","torch.Tensor.backward","torch.Tensor.baddbmm","torch.Tensor.baddbmm_","torch.Tensor.bernoulli","torch.Tensor.bernoulli_","torch.Tensor.bfloat16","torch.Tensor.bincount","torch.Tensor.bitwise_and","torch.Tensor.bitwise_and_","torch.Tensor.bitwise_left_shift","torch.Tensor.bitwise_left_shift_","torch.Tensor.bitwise_not","torch.Tensor.bitwise_not_","torch.Tensor.bitwise_or","torch.Tensor.bitwise_or_","torch.Tensor.bitwise_right_shift","torch.Tensor.bitwise_right_shift_","torch.Tensor.bitwise_xor","torch.Tensor.bitwise_xor_","torch.Tensor.bmm","torch.Tensor.bool","torch.Tensor.broadcast_to","torch.Tensor.byte","torch.Tensor.cauchy_","torch.Tensor.ceil","torch.Tensor.ceil_","torch.Tensor.char","torch.Tensor.cholesky","torch.Tensor.cholesky_inverse","torch.Tensor.cholesky_solve","torch.Tensor.chunk","torch.Tensor.clamp","torch.Tensor.clamp_","torch.Tensor.clip","torch.Tensor.clip_","torch.Tensor.clone","torch.Tensor.coalesce","torch.Tensor.conj","torch.Tensor.conj_physical","torch.Tensor.conj_physical_","torch.Tensor.contiguous","torch.Tensor.copy_","torch.Tensor.copysign","torch.Tensor.copysign_","torch.Tensor.corrcoef","torch.Tensor.cos","torch.Tensor.cos_","torch.Tensor.cosh","torch.Tensor.cosh_","torch.Tensor.count_nonzero","torch.Tensor.cov","torch.Tensor.cpu","torch.Tensor.cross","torch.Tensor.cuda","torch.Tensor.cummax","torch.Tensor.cummin","torch.Tensor.cumprod","torch.Tensor.cumprod_","torch.Tensor.cumsum","torch.Tensor.cumsum_","torch.Tensor.data_ptr","torch.Tensor.deg2rad","torch.Tensor.dense_dim","torch.Tensor.dequantize","torch.Tensor.det","torch.Tensor.detach","torch.Tensor.detach_","torch.Tensor.device","torch.Tensor.diag","torch.Tensor.diag_embed","torch.Tensor.diagflat","torch.Tensor.diagonal","torch.Tensor.diff","torch.Tensor.digamma","torch.Tensor.digamma_","torch.Tensor.dim","torch.Tensor.dist","torch.Tensor.div","torch.Tensor.div_","torch.Tensor.divide","torch.Tensor.divide_","torch.Tensor.dot","torch.Tensor.double","torch.Tensor.dsplit","torch.Tensor.eig","torch.Tensor.element_size","torch.Tensor.eq","torch.Tensor.eq_","torch.Tensor.equal","torch.Tensor.erf","torch.Tensor.erf_","torch.Tensor.erfc","torch.Tensor.erfc_","torch.Tensor.erfinv","torch.Tensor.erfinv_","torch.Tensor.exp","torch.Tensor.exp_","torch.Tensor.expand","torch.Tensor.expand_as","torch.Tensor.expm1","torch.Tensor.expm1_","torch.Tensor.exponential_","torch.Tensor.fill_","torch.Tensor.fill_diagonal_","torch.Tensor.fix","torch.Tensor.fix_","torch.Tensor.flatten","torch.Tensor.flip","torch.Tensor.fliplr","torch.Tensor.flipud","torch.Tensor.float","torch.Tensor.float_power","torch.Tensor.float_power_","torch.Tensor.floor","torch.Tensor.floor_","torch.Tensor.floor_divide","torch.Tensor.floor_divide_","torch.Tensor.fmax","torch.Tensor.fmin","torch.Tensor.fmod","torch.Tensor.fmod_","torch.Tensor.frac","torch.Tensor.frac_","torch.Tensor.frexp","torch.Tensor.gather","torch.Tensor.gcd","torch.Tensor.gcd_","torch.Tensor.ge","torch.Tensor.ge_","torch.Tensor.geometric_","torch.Tensor.geqrf","torch.Tensor.ger","torch.Tensor.get_device","torch.Tensor.grad","torch.Tensor.greater","torch.Tensor.greater_","torch.Tensor.greater_equal","torch.Tensor.greater_equal_","torch.Tensor.gt","torch.Tensor.gt_","torch.Tensor.half","torch.Tensor.hardshrink","torch.Tensor.heaviside","torch.Tensor.histc","torch.Tensor.histogram","torch.Tensor.hsplit","torch.Tensor.hypot","torch.Tensor.hypot_","torch.Tensor.i0","torch.Tensor.i0_","torch.Tensor.igamma","torch.Tensor.igamma_","torch.Tensor.igammac","torch.Tensor.igammac_","torch.Tensor.imag","torch.Tensor.index_add","torch.Tensor.index_add_","torch.Tensor.index_copy","torch.Tensor.index_copy_","torch.Tensor.index_fill","torch.Tensor.index_fill_","torch.Tensor.index_put","torch.Tensor.index_put_","torch.Tensor.index_select","torch.Tensor.indices","torch.Tensor.inner","torch.Tensor.int","torch.Tensor.int_repr","torch.Tensor.inverse","torch.Tensor.is_coalesced","torch.Tensor.is_complex","torch.Tensor.is_conj","torch.Tensor.is_contiguous","torch.Tensor.is_cuda","torch.Tensor.is_floating_point","torch.Tensor.is_inference","torch.Tensor.is_leaf","torch.Tensor.is_meta","torch.Tensor.is_pinned","torch.Tensor.is_quantized","torch.Tensor.is_set_to","torch.Tensor.is_shared","torch.Tensor.is_signed","torch.Tensor.is_sparse","torch.Tensor.isclose","torch.Tensor.isfinite","torch.Tensor.isinf","torch.Tensor.isnan","torch.Tensor.isneginf","torch.Tensor.isposinf","torch.Tensor.isreal","torch.Tensor.istft","torch.Tensor.item","torch.Tensor.kthvalue","torch.Tensor.lcm","torch.Tensor.lcm_","torch.Tensor.ldexp","torch.Tensor.ldexp_","torch.Tensor.le","torch.Tensor.le_","torch.Tensor.lerp","torch.Tensor.lerp_","torch.Tensor.less","torch.Tensor.less_","torch.Tensor.less_equal","torch.Tensor.less_equal_","torch.Tensor.lgamma","torch.Tensor.lgamma_","torch.Tensor.log","torch.Tensor.log10","torch.Tensor.log10_","torch.Tensor.log1p","torch.Tensor.log1p_","torch.Tensor.log2","torch.Tensor.log2_","torch.Tensor.log_","torch.Tensor.log_normal_","torch.Tensor.logaddexp","torch.Tensor.logaddexp2","torch.Tensor.logcumsumexp","torch.Tensor.logdet","torch.Tensor.logical_and","torch.Tensor.logical_and_","torch.Tensor.logical_not","torch.Tensor.logical_not_","torch.Tensor.logical_or","torch.Tensor.logical_or_","torch.Tensor.logical_xor","torch.Tensor.logical_xor_","torch.Tensor.logit","torch.Tensor.logit_","torch.Tensor.logsumexp","torch.Tensor.long","torch.Tensor.lstsq","torch.Tensor.lt","torch.Tensor.lt_","torch.Tensor.lu","torch.Tensor.lu_solve","torch.Tensor.map_","torch.Tensor.masked_fill","torch.Tensor.masked_fill_","torch.Tensor.masked_scatter","torch.Tensor.masked_scatter_","torch.Tensor.masked_select","torch.Tensor.matmul","torch.Tensor.matrix_exp","torch.Tensor.matrix_power","torch.Tensor.max","torch.Tensor.maximum","torch.Tensor.mean","torch.Tensor.median","torch.Tensor.min","torch.Tensor.minimum","torch.Tensor.mm","torch.Tensor.mode","torch.Tensor.moveaxis","torch.Tensor.movedim","torch.Tensor.msort","torch.Tensor.mul","torch.Tensor.mul_","torch.Tensor.multinomial","torch.Tensor.multiply","torch.Tensor.multiply_","torch.Tensor.mv","torch.Tensor.mvlgamma","torch.Tensor.mvlgamma_","torch.Tensor.nan_to_num","torch.Tensor.nan_to_num_","torch.Tensor.nanmean","torch.Tensor.nanmedian","torch.Tensor.nanquantile","torch.Tensor.nansum","torch.Tensor.narrow","torch.Tensor.narrow_copy","torch.Tensor.ndim","torch.Tensor.ndimension","torch.Tensor.ne","torch.Tensor.ne_","torch.Tensor.neg","torch.Tensor.neg_","torch.Tensor.negative","torch.Tensor.negative_","torch.Tensor.nelement","torch.Tensor.new_empty","torch.Tensor.new_full","torch.Tensor.new_ones","torch.Tensor.new_tensor","torch.Tensor.new_zeros","torch.Tensor.nextafter","torch.Tensor.nextafter_","torch.Tensor.nonzero","torch.Tensor.norm","torch.Tensor.normal_","torch.Tensor.not_equal","torch.Tensor.not_equal_","torch.Tensor.numel","torch.Tensor.numpy","torch.Tensor.orgqr","torch.Tensor.ormqr","torch.Tensor.outer","torch.Tensor.permute","torch.Tensor.pin_memory","torch.Tensor.pinverse","torch.Tensor.polygamma","torch.Tensor.polygamma_","torch.Tensor.positive","torch.Tensor.pow","torch.Tensor.pow_","torch.Tensor.prod","torch.Tensor.put_","torch.Tensor.q_per_channel_axis","torch.Tensor.q_per_channel_scales","torch.Tensor.q_per_channel_zero_points","torch.Tensor.q_scale","torch.Tensor.q_zero_point","torch.Tensor.qr","torch.Tensor.qscheme","torch.Tensor.quantile","torch.Tensor.rad2deg","torch.Tensor.random_","torch.Tensor.ravel","torch.Tensor.real","torch.Tensor.reciprocal","torch.Tensor.reciprocal_","torch.Tensor.record_stream","torch.Tensor.register_hook","torch.Tensor.remainder","torch.Tensor.remainder_","torch.Tensor.renorm","torch.Tensor.renorm_","torch.Tensor.repeat","torch.Tensor.repeat_interleave","torch.Tensor.requires_grad","torch.Tensor.requires_grad_","torch.Tensor.reshape","torch.Tensor.reshape_as","torch.Tensor.resize_","torch.Tensor.resize_as_","torch.Tensor.resolve_conj","torch.Tensor.resolve_neg","torch.Tensor.retain_grad","torch.Tensor.retains_grad","torch.Tensor.roll","torch.Tensor.rot90","torch.Tensor.round","torch.Tensor.round_","torch.Tensor.rsqrt","torch.Tensor.rsqrt_","torch.Tensor.scatter","torch.Tensor.scatter_","torch.Tensor.scatter_add","torch.Tensor.scatter_add_","torch.Tensor.select","torch.Tensor.set_","torch.Tensor.sgn","torch.Tensor.sgn_","torch.Tensor.share_memory_","torch.Tensor.short","torch.Tensor.sigmoid","torch.Tensor.sigmoid_","torch.Tensor.sign","torch.Tensor.sign_","torch.Tensor.signbit","torch.Tensor.sin","torch.Tensor.sin_","torch.Tensor.sinc","torch.Tensor.sinc_","torch.Tensor.sinh","torch.Tensor.sinh_","torch.Tensor.size","torch.Tensor.slogdet","torch.Tensor.smm","torch.Tensor.solve","torch.Tensor.sort","torch.Tensor.sparse_dim","torch.Tensor.sparse_mask","torch.Tensor.sparse_resize_","torch.Tensor.sparse_resize_and_clear_","torch.Tensor.split","torch.Tensor.sqrt","torch.Tensor.sqrt_","torch.Tensor.square","torch.Tensor.square_","torch.Tensor.squeeze","torch.Tensor.squeeze_","torch.Tensor.sspaddmm","torch.Tensor.std","torch.Tensor.stft","torch.Tensor.storage","torch.Tensor.storage_offset","torch.Tensor.storage_type","torch.Tensor.stride","torch.Tensor.sub","torch.Tensor.sub_","torch.Tensor.subtract","torch.Tensor.subtract_","torch.Tensor.sum","torch.Tensor.sum_to_size","torch.Tensor.svd","torch.Tensor.swapaxes","torch.Tensor.swapdims","torch.Tensor.symeig","torch.Tensor.t","torch.Tensor.t_","torch.Tensor.take","torch.Tensor.take_along_dim","torch.Tensor.tan","torch.Tensor.tan_","torch.Tensor.tanh","torch.Tensor.tanh_","torch.Tensor.tensor_split","torch.Tensor.tile","torch.Tensor.to","torch.Tensor.to_dense","torch.Tensor.to_mkldnn","torch.Tensor.to_sparse","torch.Tensor.tolist","torch.Tensor.topk","torch.Tensor.trace","torch.Tensor.transpose","torch.Tensor.transpose_","torch.Tensor.triangular_solve","torch.Tensor.tril","torch.Tensor.tril_","torch.Tensor.triu","torch.Tensor.triu_","torch.Tensor.true_divide","torch.Tensor.true_divide_","torch.Tensor.trunc","torch.Tensor.trunc_","torch.Tensor.type","torch.Tensor.type_as","torch.Tensor.unbind","torch.Tensor.unfold","torch.Tensor.uniform_","torch.Tensor.unique","torch.Tensor.unique_consecutive","torch.Tensor.unsqueeze","torch.Tensor.unsqueeze_","torch.Tensor.values","torch.Tensor.var","torch.Tensor.vdot","torch.Tensor.view","torch.Tensor.view_as","torch.Tensor.vsplit","torch.Tensor.where","torch.Tensor.xlogy","torch.Tensor.xlogy_","torch.Tensor.zero_","torch._assert","torch.abs","torch.absolute","torch.acos","torch.acosh","torch.add","torch.addbmm","torch.addcdiv","torch.addcmul","torch.addmm","torch.addmv","torch.addr","torch.all","torch.allclose","torch.amax","torch.amin","torch.aminmax","torch.angle","torch.any","torch.arange","torch.arccos","torch.arccosh","torch.arcsin","torch.arcsinh","torch.arctan","torch.arctanh","torch.are_deterministic_algorithms_enabled","torch.argmax","torch.argmin","torch.argsort","torch.as_strided","torch.as_tensor","torch.asin","torch.asinh","torch.atan","torch.atan2","torch.atanh","torch.atleast_1d","torch.atleast_2d","torch.atleast_3d","torch.autograd.Function.backward","torch.autograd.Function.forward","torch.autograd.backward","enable_grad","torch.autograd.function.FunctionCtx.mark_dirty","torch.autograd.function.FunctionCtx.mark_non_differentiable","torch.autograd.function.FunctionCtx.save_for_backward","torch.autograd.function.FunctionCtx.set_materialize_grads","torch.autograd.functional.hessian","torch.autograd.functional.hvp","torch.autograd.functional.jacobian","torch.autograd.functional.jvp","torch.autograd.functional.vhp","torch.autograd.functional.vjp","torch.autograd.grad","torch.autograd.gradcheck","torch.autograd.gradgradcheck","inference_mode","no_grad","torch.autograd.profiler.load_nvprof","torch.autograd.profiler.profile.export_chrome_trace","torch.autograd.profiler.profile.key_averages","torch.autograd.profiler.profile.self_cpu_time_total","torch.autograd.profiler.profile.total_average","set_grad_enabled","torch.baddbmm","torch.bartlett_window","torch.bernoulli","torch.bincount","torch.bitwise_and","torch.bitwise_left_shift","torch.bitwise_not","torch.bitwise_or","torch.bitwise_right_shift","torch.bitwise_xor","torch.blackman_window","torch.block_diag","torch.bmm","torch.broadcast_shapes","torch.broadcast_tensors","torch.broadcast_to","torch.bucketize","torch.can_cast","torch.cartesian_prod","torch.cat","torch.cdist","torch.ceil","torch.chain_matmul","torch.cholesky","torch.cholesky_inverse","torch.cholesky_solve","torch.chunk","torch.clamp","torch.clip","torch.clone","torch.column_stack","torch.combinations","torch.compiled_with_cxx11_abi","torch.complex","torch.concat","torch.conj","torch.conj_physical","torch.copysign","torch.corrcoef","torch.cos","torch.cosh","torch.count_nonzero","torch.cov","torch.cross","CUDAGraph","Event","Stream","StreamContext","torch.cuda.can_device_access_peer","torch.cuda.comm.broadcast","torch.cuda.comm.broadcast_coalesced","torch.cuda.comm.gather","torch.cuda.comm.reduce_add","torch.cuda.comm.scatter","torch.cuda.current_blas_handle","torch.cuda.current_device","torch.cuda.current_stream","torch.cuda.default_stream","device","torch.cuda.device_count","device_of","torch.cuda.empty_cache","torch.cuda.get_arch_list","torch.cuda.get_device_capability","torch.cuda.get_device_name","torch.cuda.get_device_properties","torch.cuda.get_gencode_flags","torch.cuda.get_rng_state","torch.cuda.get_rng_state_all","torch.cuda.get_sync_debug_mode","graph","torch.cuda.graph_pool_handle","torch.cuda.init","torch.cuda.initial_seed","torch.cuda.ipc_collect","torch.cuda.is_available","torch.cuda.is_initialized","torch.cuda.list_gpu_processes","torch.cuda.make_graphed_callables","torch.cuda.manual_seed","torch.cuda.manual_seed_all","torch.cuda.max_memory_allocated","torch.cuda.max_memory_cached","torch.cuda.max_memory_reserved","torch.cuda.memory_allocated","torch.cuda.memory_cached","torch.cuda.memory_reserved","torch.cuda.memory_snapshot","torch.cuda.memory_stats","torch.cuda.memory_summary","torch.cuda.nvtx.mark","torch.cuda.nvtx.range_pop","torch.cuda.nvtx.range_push","torch.cuda.reset_max_memory_allocated","torch.cuda.reset_max_memory_cached","torch.cuda.reset_peak_memory_stats","torch.cuda.seed","torch.cuda.seed_all","torch.cuda.set_device","torch.cuda.set_per_process_memory_fraction","torch.cuda.set_rng_state","torch.cuda.set_rng_state_all","torch.cuda.set_stream","torch.cuda.set_sync_debug_mode","torch.cuda.stream","torch.cuda.synchronize","torch.cummax","torch.cummin","torch.cumprod","torch.cumsum","torch.cumulative_trapezoid","torch.deg2rad","torch.dequantize","torch.det","torch.diag","torch.diag_embed","torch.diagflat","torch.diagonal","torch.diff","torch.digamma","torch.dist","torch.div","torch.divide","torch.dot","torch.dsplit","torch.dstack","torch.eig","torch.einsum","torch.empty","torch.empty_like","torch.empty_strided","enable_grad","torch.eq","torch.equal","torch.erf","torch.erfc","torch.erfinv","torch.exp","torch.exp2","torch.expm1","torch.eye","torch.fake_quantize_per_channel_affine","torch.fake_quantize_per_tensor_affine","torch.fft.fft","torch.fft.fft2","torch.fft.fftfreq","torch.fft.fftn","torch.fft.fftshift","torch.fft.hfft","torch.fft.ifft","torch.fft.ifft2","torch.fft.ifftn","torch.fft.ifftshift","torch.fft.ihfft","torch.fft.irfft","torch.fft.irfft2","torch.fft.irfftn","torch.fft.rfft","torch.fft.rfft2","torch.fft.rfftfreq","torch.fft.rfftn","torch.fix","torch.flatten","torch.flip","torch.fliplr","torch.flipud","torch.float_power","torch.floor","torch.floor_divide","torch.fmax","torch.fmin","torch.fmod","torch.frac","torch.frexp","torch.from_numpy","torch.frombuffer","torch.full","torch.full_like","torch.gather","torch.gcd","torch.ge","torch.geqrf","torch.ger","torch.get_default_dtype","torch.get_num_interop_threads","torch.get_num_threads","torch.get_rng_state","torch.gradient","torch.greater","torch.greater_equal","torch.gt","torch.hamming_window","torch.hann_window","torch.heaviside","torch.histc","torch.histogram","torch.hsplit","torch.hspmm","torch.hstack","torch.hypot","torch.i0","torch.igamma","torch.igammac","torch.imag","torch.index_select","inference_mode","torch.initial_seed","torch.inner","torch.inverse","torch.is_complex","torch.is_conj","torch.is_floating_point","torch.is_grad_enabled","torch.is_inference_mode_enabled","torch.is_nonzero","torch.is_storage","torch.is_tensor","torch.is_warn_always_enabled","torch.isclose","torch.isfinite","torch.isin","torch.isinf","torch.isnan","torch.isneginf","torch.isposinf","torch.isreal","torch.istft","Attribute","ScriptFunction","ScriptModule","torch.jit.annotate","torch.jit.fork","torch.jit.freeze","torch.jit.ignore","torch.jit.isinstance","torch.jit.load","torch.jit.optimize_for_inference","torch.jit.save","torch.jit.script","torch.jit.script_if_tracing","torch.jit.trace","torch.jit.trace_module","torch.jit.unused","torch.jit.wait","torch.kaiser_window","torch.kron","torch.kthvalue","torch.lcm","torch.ldexp","torch.le","torch.lerp","torch.less","torch.less_equal","torch.lgamma","torch.linalg.cholesky","torch.linalg.cholesky_ex","torch.linalg.cond","torch.linalg.det","torch.linalg.eig","torch.linalg.eigh","torch.linalg.eigvals","torch.linalg.eigvalsh","torch.linalg.householder_product","torch.linalg.inv","torch.linalg.inv_ex","torch.linalg.lstsq","torch.linalg.matmul","torch.linalg.matrix_norm","torch.linalg.matrix_power","torch.linalg.matrix_rank","torch.linalg.multi_dot","torch.linalg.norm","torch.linalg.pinv","torch.linalg.qr","torch.linalg.slogdet","torch.linalg.solve","torch.linalg.svd","torch.linalg.svdvals","torch.linalg.tensorinv","torch.linalg.tensorsolve","torch.linalg.vector_norm","torch.linspace","torch.load","torch.lobpcg","torch.log","torch.log10","torch.log1p","torch.log2","torch.logaddexp","torch.logaddexp2","torch.logcumsumexp","torch.logdet","torch.logical_and","torch.logical_not","torch.logical_or","torch.logical_xor","torch.logit","torch.logspace","torch.logsumexp","torch.lstsq","torch.lt","torch.lu","torch.lu_solve","torch.lu_unpack","torch.manual_seed","torch.masked_select","torch.matmul","torch.matrix_exp","torch.matrix_power","torch.matrix_rank","torch.max","torch.maximum","torch.mean","torch.median","torch.meshgrid","torch.min","torch.minimum","torch.mm","torch.mode","torch.moveaxis","torch.movedim","torch.msort","torch.mul","torch.multinomial","torch.multiply","torch.mv","torch.mvlgamma","torch.nan_to_num","torch.nanmean","torch.nanmedian","torch.nanquantile","torch.nansum","torch.narrow","torch.ne","torch.neg","torch.negative","torch.nextafter","AdaptiveAvgPool1d","AdaptiveAvgPool2d","AdaptiveAvgPool3d","AdaptiveLogSoftmaxWithLoss","AdaptiveMaxPool1d","AdaptiveMaxPool2d","AdaptiveMaxPool3d","AlphaDropout","AvgPool1d","AvgPool2d","AvgPool3d","BCELoss","BCEWithLogitsLoss","BatchNorm1d","BatchNorm2d","BatchNorm3d","Bilinear","CELU","CTCLoss","ChannelShuffle","ConstantPad1d","ConstantPad2d","ConstantPad3d","Conv1d","Conv2d","Conv3d","ConvTranspose1d","ConvTranspose2d","ConvTranspose3d","CosineEmbeddingLoss","CosineSimilarity","CrossEntropyLoss","DataParallel","Dropout","Dropout2d","Dropout3d","ELU","Embedding","EmbeddingBag","FeatureAlphaDropout","Flatten","Fold","FractionalMaxPool2d","FractionalMaxPool3d","GELU","GLU","GRU","GRUCell","GaussianNLLLoss","GroupNorm","Hardshrink","Hardsigmoid","Hardswish","Hardtanh","HingeEmbeddingLoss","HuberLoss","Identity","InstanceNorm1d","InstanceNorm2d","InstanceNorm3d","KLDivLoss","L1Loss","LPPool1d","LPPool2d","LSTM","LSTMCell","LayerNorm","LazyBatchNorm1d","LazyBatchNorm2d","LazyBatchNorm3d","LazyConv1d","LazyConv2d","LazyConv3d","LazyConvTranspose1d","LazyConvTranspose2d","LazyConvTranspose3d","LazyInstanceNorm1d","LazyInstanceNorm2d","LazyInstanceNorm3d","LazyLinear","LeakyReLU","Linear","LocalResponseNorm","LogSigmoid","LogSoftmax","MSELoss","MarginRankingLoss","MaxPool1d","MaxPool2d","MaxPool3d","MaxUnpool1d","MaxUnpool2d","MaxUnpool3d","Mish","Module","ModuleDict","ModuleList","MultiLabelMarginLoss","MultiLabelSoftMarginLoss","MultiMarginLoss","MultiheadAttention","NLLLoss","PReLU","PairwiseDistance","ParameterDict","ParameterList","PixelShuffle","PixelUnshuffle","PoissonNLLLoss","RNN","RNNBase","RNNCell","RReLU","ReLU","ReLU6","ReflectionPad1d","ReflectionPad2d","ReflectionPad3d","ReplicationPad1d","ReplicationPad2d","ReplicationPad3d","SELU","Sequential","SiLU","Sigmoid","SmoothL1Loss","SoftMarginLoss","Softmax","Softmax2d","Softmin","Softplus","Softshrink","Softsign","SyncBatchNorm","Tanh","Tanhshrink","Threshold","Transformer","TransformerDecoder","TransformerDecoderLayer","TransformerEncoder","TransformerEncoderLayer","TripletMarginLoss","TripletMarginWithDistanceLoss","Unflatten","Unfold","Upsample","UpsamplingBilinear2d","UpsamplingNearest2d","ZeroPad2d","torch.nn.functional.adaptive_avg_pool1d","torch.nn.functional.adaptive_avg_pool2d","torch.nn.functional.adaptive_avg_pool3d","torch.nn.functional.adaptive_max_pool1d","torch.nn.functional.adaptive_max_pool2d","torch.nn.functional.adaptive_max_pool3d","torch.nn.functional.affine_grid","torch.nn.functional.alpha_dropout","torch.nn.functional.avg_pool1d","torch.nn.functional.avg_pool2d","torch.nn.functional.avg_pool3d","torch.nn.functional.batch_norm","torch.nn.functional.bilinear","torch.nn.functional.binary_cross_entropy","torch.nn.functional.binary_cross_entropy_with_logits","torch.nn.functional.celu","torch.nn.functional.conv1d","torch.nn.functional.conv2d","torch.nn.functional.conv3d","torch.nn.functional.conv_transpose1d","torch.nn.functional.conv_transpose2d","torch.nn.functional.conv_transpose3d","torch.nn.functional.cosine_embedding_loss","torch.nn.functional.cosine_similarity","torch.nn.functional.cross_entropy","torch.nn.functional.ctc_loss","torch.nn.functional.dropout","torch.nn.functional.dropout2d","torch.nn.functional.dropout3d","torch.nn.functional.elu","torch.nn.functional.elu_","torch.nn.functional.embedding","torch.nn.functional.embedding_bag","torch.nn.functional.feature_alpha_dropout","torch.nn.functional.fold","torch.nn.functional.fractional_max_pool2d","torch.nn.functional.fractional_max_pool3d","torch.nn.functional.gaussian_nll_loss","torch.nn.functional.gelu","torch.nn.functional.glu","torch.nn.functional.grid_sample","torch.nn.functional.group_norm","torch.nn.functional.gumbel_softmax","torch.nn.functional.hardshrink","torch.nn.functional.hardsigmoid","torch.nn.functional.hardswish","torch.nn.functional.hardtanh","torch.nn.functional.hardtanh_","torch.nn.functional.hinge_embedding_loss","torch.nn.functional.huber_loss","torch.nn.functional.instance_norm","torch.nn.functional.interpolate","torch.nn.functional.kl_div","torch.nn.functional.l1_loss","torch.nn.functional.layer_norm","torch.nn.functional.leaky_relu","torch.nn.functional.leaky_relu_","torch.nn.functional.linear","torch.nn.functional.local_response_norm","torch.nn.functional.log_softmax","torch.nn.functional.logsigmoid","torch.nn.functional.lp_pool1d","torch.nn.functional.lp_pool2d","torch.nn.functional.margin_ranking_loss","torch.nn.functional.max_pool1d","torch.nn.functional.max_pool2d","torch.nn.functional.max_pool3d","torch.nn.functional.max_unpool1d","torch.nn.functional.max_unpool2d","torch.nn.functional.max_unpool3d","torch.nn.functional.mish","torch.nn.functional.mse_loss","torch.nn.functional.multi_margin_loss","torch.nn.functional.multilabel_margin_loss","torch.nn.functional.multilabel_soft_margin_loss","torch.nn.functional.nll_loss","torch.nn.functional.normalize","torch.nn.functional.one_hot","torch.nn.functional.pad","torch.nn.functional.pairwise_distance","torch.nn.functional.pdist","torch.nn.functional.pixel_shuffle","torch.nn.functional.pixel_unshuffle","torch.nn.functional.poisson_nll_loss","torch.nn.functional.prelu","torch.nn.functional.relu","torch.nn.functional.relu6","torch.nn.functional.relu_","torch.nn.functional.rrelu","torch.nn.functional.rrelu_","torch.nn.functional.selu","torch.nn.functional.sigmoid","torch.nn.functional.silu","torch.nn.functional.smooth_l1_loss","torch.nn.functional.soft_margin_loss","torch.nn.functional.softmax","torch.nn.functional.softmin","torch.nn.functional.softplus","torch.nn.functional.softshrink","torch.nn.functional.softsign","torch.nn.functional.tanh","torch.nn.functional.tanhshrink","torch.nn.functional.threshold","torch.nn.functional.threshold_","torch.nn.functional.torch.nn.parallel.data_parallel","torch.nn.functional.triplet_margin_loss","torch.nn.functional.triplet_margin_with_distance_loss","torch.nn.functional.unfold","torch.nn.functional.upsample","torch.nn.functional.upsample_bilinear","torch.nn.functional.upsample_nearest","LazyModuleMixin","torch.nn.modules.module.register_module_backward_hook","torch.nn.modules.module.register_module_forward_hook","torch.nn.modules.module.register_module_forward_pre_hook","torch.nn.modules.module.register_module_full_backward_hook","DistributedDataParallel","Parameter","UninitializedBuffer","UninitializedParameter","torch.nn.utils.clip_grad_norm_","torch.nn.utils.clip_grad_value_","torch.nn.utils.parameters_to_vector","torch.nn.utils.parametrizations.orthogonal","torch.nn.utils.parametrizations.spectral_norm","ParametrizationList","torch.nn.utils.parametrize.cached","torch.nn.utils.parametrize.is_parametrized","torch.nn.utils.parametrize.register_parametrization","torch.nn.utils.parametrize.remove_parametrizations","BasePruningMethod","CustomFromMask","Identity","L1Unstructured","LnStructured","PruningContainer","RandomStructured","RandomUnstructured","torch.nn.utils.prune.custom_from_mask","torch.nn.utils.prune.global_unstructured","torch.nn.utils.prune.identity","torch.nn.utils.prune.is_pruned","torch.nn.utils.prune.l1_unstructured","torch.nn.utils.prune.ln_structured","torch.nn.utils.prune.random_structured","torch.nn.utils.prune.random_unstructured","torch.nn.utils.prune.remove","torch.nn.utils.remove_spectral_norm","torch.nn.utils.remove_weight_norm","PackedSequence","torch.nn.utils.rnn.pack_padded_sequence","torch.nn.utils.rnn.pack_sequence","torch.nn.utils.rnn.pad_packed_sequence","torch.nn.utils.rnn.pad_sequence","torch.nn.utils.skip_init","torch.nn.utils.spectral_norm","torch.nn.utils.vector_to_parameters","torch.nn.utils.weight_norm","no_grad","torch.nonzero","torch.norm","torch.normal","torch.not_equal","torch.numel","torch.ones","torch.ones_like","ASGD","Adadelta","Adagrad","Adam","AdamW","Adamax","LBFGS","NAdam","torch.optim.Optimizer.add_param_group","torch.optim.Optimizer.load_state_dict","torch.optim.Optimizer.state_dict","torch.optim.Optimizer.step","torch.optim.Optimizer.zero_grad","RAdam","RMSprop","Rprop","SGD","SparseAdam","ChainedScheduler","ConstantLR","CosineAnnealingLR","CosineAnnealingWarmRestarts","CyclicLR","ExponentialLR","LambdaLR","LinearLR","MultiStepLR","MultiplicativeLR","OneCycleLR","ReduceLROnPlateau","SequentialLR","StepLR","torch.orgqr","torch.ormqr","torch.outer","torch.pca_lowrank","torch.permute","torch.pinverse","torch.poisson","torch.polar","torch.polygamma","torch.positive","torch.pow","torch.prod","torch.promote_types","torch.qr","torch.quantile","torch.quantize_per_channel","torch.quantize_per_tensor","torch.quantized_batch_norm","torch.quantized_max_pool1d","torch.quantized_max_pool2d","SobolEngine","torch.rad2deg","torch.rand","torch.rand_like","torch.randint","torch.randint_like","torch.randn","torch.randn_like","torch.randperm","torch.range","torch.ravel","torch.real","torch.reciprocal","torch.remainder","torch.renorm","torch.repeat_interleave","torch.reshape","torch.resolve_conj","torch.resolve_neg","torch.result_type","torch.roll","torch.rot90","torch.round","torch.row_stack","torch.rsqrt","torch.save","torch.scatter","torch.scatter_add","torch.searchsorted","torch.seed","torch.set_default_dtype","torch.set_default_tensor_type","torch.set_flush_denormal","set_grad_enabled","torch.set_num_interop_threads","torch.set_num_threads","torch.set_printoptions","torch.set_rng_state","torch.set_warn_always","torch.sgn","torch.sigmoid","torch.sign","torch.signbit","torch.sin","torch.sinc","torch.sinh","torch.slogdet","torch.smm","torch.solve","torch.sort","torch.sparse.addmm","torch.sparse.log_softmax","torch.sparse.mm","torch.sparse.softmax","torch.sparse.sum","torch.sparse_coo_tensor","torch.sparse_csr_tensor","torch.split","torch.sqrt","torch.square","torch.squeeze","torch.sspaddmm","torch.stack","torch.std","torch.std_mean","torch.stft","torch.sub","torch.subtract","torch.sum","torch.svd","torch.svd_lowrank","torch.swapaxes","torch.swapdims","torch.symeig","torch.t","torch.take","torch.take_along_dim","torch.tan","torch.tanh","torch.tensor","torch.tensor_split","torch.tensordot","torch.tile","torch.topk","torch.trace","torch.transpose","torch.trapezoid","torch.trapz","torch.triangular_solve","torch.tril","torch.tril_indices","torch.triu","torch.triu_indices","torch.true_divide","torch.trunc","torch.unbind","torch.unique","torch.unique_consecutive","torch.unsqueeze","torch.use_deterministic_algorithms","torch.vander","torch.var","torch.var_mean","torch.vdot","torch.view_as_complex","torch.view_as_real","torch.vsplit","torch.vstack","torch.where","torch.xlogy","torch.zeros","torch.zeros_like","torch.hub","PyTorch documentation","TorchScript","TorchScript Builtins","TorchScript Language Reference","TorchScript Language Reference","Python Language Reference Coverage","TorchScript Unsupported Pytorch Constructs","torch.linalg","torch.utils.mobile_optimizer","torch.utils.model_zoo","Multiprocessing package - torch.multiprocessing","Named Tensors operator coverage","Named Tensors","torch.nn","torch.nn.functional","torch.nn.init","Automatic Mixed Precision examples","Autograd mechanics","Broadcasting semantics","CPU threading and TorchScript inference","CUDA semantics","Distributed Data Parallel","Extending PyTorch","Frequently Asked Questions","Gradcheck mechanics","HIP (ROCm) semantics","Features for large-scale deployments","Modules","Multiprocessing best practices","Reproducibility","Serialization semantics","Windows FAQ","torch.onnx","torch.optim","torch.package","Pipeline Parallelism","torch.profiler","Quantization","Quantization Operation coverage","torch.random","Distributed RPC Framework","Distributed Autograd Design","Remote Reference Protocol","torch.sparse","torch.special","torch.Storage","Tensor Attributes","Tensor Views","torch.utils.tensorboard","torch.Tensor","torch.testing","torch","torch.nn.intrinsic","torch.nn.intrinsic.qat","torch.nn.intrinsic.quantized","torch.nn.qat","torch.nn.quantized","torch.nn.quantized.dynamic","torch.overrides","torch.quantization","Type Info"],titleterms:{"boolean":1434,"break":[1433,1434],"byte":120,"case":[7,1431],"char":124,"class":[26,39,1431,1433,1434,1436,1463,1464,1467,1479],"default":[2,16,17,1433,1447,1450,1454],"enum":[1433,1434],"export":1464,"float":[208,1460],"function":[2,8,18,22,37,39,587,588,591,592,593,594,595,596,597,598,599,600,1099,1100,1101,1102,1103,1104,1105,1106,1107,1108,1109,1110,1111,1112,1113,1114,1115,1116,1117,1118,1119,1120,1121,1122,1123,1124,1125,1126,1127,1128,1129,1130,1131,1132,1133,1134,1135,1136,1137,1138,1139,1140,1141,1142,1143,1144,1145,1146,1147,1148,1149,1150,1151,1152,1153,1154,1155,1156,1157,1158,1159,1160,1161,1162,1163,1164,1165,1166,1167,1168,1169,1170,1171,1172,1173,1174,1175,1176,1177,1178,1179,1180,1181,1182,1183,1184,1185,1186,1187,1188,1189,1190,1191,1192,1193,1194,1195,1196,1197,1198,1199,1200,1201,1202,1203,1204,1205,1206,1207,1208,1209,1431,1432,1433,1434,1436,1437,1441,1443,1444,1446,1447,1454,1462,1467,1468,1473,1474,1486,1488,1489],"import":[1429,1461,1464],"int":264,"long":330,"new":7,"return":[1433,1434,1453,1472],"short":455,"static":[39,1462,1467],"var":[538,1418],"while":[1433,1434],Adding:[7,1452,1462],For:1433,Not:1436,One:1461,Ops:[1,1436,1481],The:[7,39,1434],Use:[17,39,1433,1450,1464],Using:1450,With:[39,1436],__config__:0,__torch_function__:1452,_assert:547,about:[7,1447,1470],abs:[10,41,548],abs_:42,absolut:[43,549],absolute_:44,access:[10,1433,1464],accumul:1446,acknowledg:[17,1465],aco:[45,550],acos_:46,acosh:[47,551],acosh_:48,across:[1450,1460],activ:[1443,1444],adadelta:1266,adagrad:1267,adam:1268,adamax:1270,adamw:1269,adaptive_avg_pool1d:1099,adaptive_avg_pool2d:1100,adaptive_avg_pool3d:1101,adaptive_max_pool1d:1102,adaptive_max_pool2d:1103,adaptive_max_pool3d:1104,adaptiveavgpool1d:949,adaptiveavgpool2d:950,adaptiveavgpool3d:951,adaptivelogsoftmaxwithloss:952,adaptivemaxpool1d:953,adaptivemaxpool2d:954,adaptivemaxpool3d:955,add:[49,552],add_:50,add_param_group:1273,addbmm:[51,553],addbmm_:52,addcdiv:[53,554],addcdiv_:54,addcmul:[55,555],addcmul_:56,addmm:[57,556,1367],addmm_:58,addmv:[59,557],addmv_:60,addr:[61,558],addr_:62,adjust:1463,advanc:[20,1457],affine_grid:1105,agent:24,agnost:1450,alexnet:1462,algebra:[9,10,1473],algorithm:[1459,1463,1471],align:1442,all:[63,559,1463],allclos:[64,560],alloc:1453,alpha_dropout:1106,alphadropout:956,alwai:1460,amax:[65,561],amd:9,amin:[66,562],aminmax:[67,563],amp:[1,1450],amper:1450,analyt:1454,analyz:1464,angl:[10,68,564],ani:[69,565,1434],annot:[842,1434],anomali:2,api:[2,9,12,20,27,39,1430,1431,1434,1442,1449,1450,1452,1455,1456,1464,1465,1466,1467,1489],appendix:[1431,1434],applic:18,apply_:70,arang:566,arbitrari:1464,arcco:[71,567],arccos_:72,arccosh:[73,568],arccosh_:74,archiv:1464,arcsin:[75,569],arcsin_:76,arcsinh:[77,570],arcsinh_:78,arctan:[79,571],arctan_:80,arctanh:[81,572],arctanh_:82,are_deterministic_algorithms_en:573,argmax:[83,574],argmin:[84,575],argsort:[85,576],argument:1472,arithmet:[1433,1434],as_strid:[86,577],as_subclass:87,as_tensor:578,asgd:1265,asin:[88,579],asin_:89,asinh:[90,580],asinh_:91,ask:[7,1431,1453,1462],assert:1434,assign:[1433,1434],assumpt:1472,asynchron:[18,1434,1450,1458],atan2:[93,582],atan2_:94,atan:[92,581],atan_:95,atanh:[96,583],atanh_:97,aten:1462,atleast_1d:584,atleast_2d:585,atleast_3d:586,atom:1434,attach:1456,attribut:[839,1431,1433,1434,1436,1476],augment:1434,author:[12,39],autocast:[1,1446],autograd:[2,9,10,12,18,587,588,589,591,592,593,594,595,596,597,598,599,600,601,602,603,606,607,608,609,610,1442,1446,1447,1452,1462,1470,1471],automat:[1,2,16,1431,1446],avail:39,averag:1463,avg_pool1d:1107,avg_pool2d:1108,avg_pool3d:1109,avgpool1d:957,avgpool2d:958,avgpool3d:959,avoid:[7,1458,1459,1462,1464],awai:1441,awar:1467,backend:[3,18,33,1455,1467,1470],background:[1454,1471,1472],backward:[98,587,589,1448,1450,1454,1471],baddbmm:[99,612],baddbmm_:100,bartlett_window:613,base:1463,basepruningmethod:1229,basic:[18,1434,1442,1470,1479],batch:[16,1463],batch_norm:1110,batchnorm1d:962,batchnorm2d:[963,1486],batchnorm3d:[964,1486],bceloss:960,bcewithlogitsloss:961,behavior:[1,16,1454],benchmark:[4,1459],bernoulli:[22,101,614],bernoulli_:102,best:[1450,1458,1467],beta:[13,22],between:[1436,1464],bfloat16:103,bilinear:[965,1111],binari:1434,binary_cross_entropi:[1,1112],binary_cross_entropy_with_logit:[1,1113],bincount:[104,615],bind:1430,binomi:22,bitwis:1434,bitwise_and:[105,616],bitwise_and_:106,bitwise_left_shift:[107,617],bitwise_left_shift_:108,bitwise_not:[109,618],bitwise_not_:110,bitwise_or:[111,619],bitwise_or_:112,bitwise_right_shift:[113,620],bitwise_right_shift_:114,bitwise_xor:[115,621],bitwise_xor_:116,bla:1481,blackman_window:622,block:1457,block_diag:623,bmm:[117,624],bool:118,bottleneck:5,bound:1436,broadcast:[661,1448],broadcast_coalesc:662,broadcast_shap:625,broadcast_tensor:626,broadcast_to:[119,627],broken:1461,bucket:628,buffer:[1450,1458],bug:7,build:[7,9,1449,1456,1457,1461],built:[1431,1432,1434,1462],builtin:1432,c10:9,c10d:33,cach:[1225,1429,1450,1455],calculu:1447,call:[1433,1434],can:[1,1447,1453],can_cast:629,can_device_access_p:660,captur:1450,care:1463,cartesian_prod:630,cast:1433,cat:631,categor:22,cauchi:22,cauchy_:121,cdist:632,ceil:[122,633],ceil_:123,celu:[966,1114],cffi:1461,chain_matmul:634,chainedschedul:1283,chang:8,channel:1461,channelshuffl:968,check:[2,39,1431,1447,1455],checkpoint:6,chi2:22,choleski:[125,635,866],cholesky_ex:867,cholesky_invers:[126,636],cholesky_solv:[127,637],choos:18,chunk:[128,638],clamp:[129,639],clamp_:130,claus:1461,client:35,clip:[131,640,1446],clip_:132,clip_grad_norm_:1219,clip_grad_value_:1220,clone:[133,641],closur:1463,coalesc:134,code:[7,39,1431,1450,1464],codebas:7,collate_fn:16,collect:[13,18],column_stack:642,combin:643,come:[18,1447],comm:[661,662,663,664,665],common:[7,18,39,1456,1467],commun:[13,17,18,1430],comparison:[1431,1433,1434,1481],compat:1448,compiled_with_cxx11_abi:644,complex:[10,645,1447,1454],compon:1461,compound:1434,compress:9,comput:[2,1447,1471,1481],concat:646,concept:24,concurr:1447,cond:868,condit:1434,conj:[135,647],conj_phys:[136,648],conj_physical_:137,conjug:1447,connect:1465,consider:1456,constant:[1431,1433],constantlr:1284,constantpad1d:969,constantpad2d:970,constantpad3d:971,constraint:[22,1450],construct:[1433,1434,1436,1463,1473],contain:1443,content:[1460,1464],context:[2,19,31,1471],contigu:138,continu:[1433,1434],continuousbernoulli:22,contract:1441,contribut:7,control:[39,1459],controversi:8,conv1d:[972,1115,1486],conv2d:[973,1116,1485,1486],conv3d:[974,1117,1486],conv_transpose1d:1118,conv_transpose2d:1119,conv_transpose3d:1120,convbn1d:1482,convbn2d:[1482,1483],convbn3d:[1482,1483],convbnrelu1d:1482,convbnrelu2d:[1482,1483],convbnrelu3d:[1482,1483],convers:1434,convolut:[1443,1444,1459],convrelu1d:1482,convrelu2d:[1482,1483,1484],convrelu3d:[1482,1483,1484],convtranspose1d:975,convtranspose2d:976,convtranspose3d:977,coo:1473,copy_:139,copysign:[140,649],copysign_:141,core:8,corrcoef:[142,650],correct:[2,39,1447],correctli:1436,cos:[143,651],cos_:144,cosh:[145,652],cosh_:146,cosine_embedding_loss:1121,cosine_similar:1122,cosineannealinglr:1285,cosineannealingwarmrestart:1286,cosineembeddingloss:978,cosinesimilar:979,count_nonzero:[147,653],cov:[148,654],coverag:[1435,1441,1452,1467,1468],cpp:1461,cpp_extens:11,cpu:[9,149,1447,1449],creat:[10,1431,1442],creation:1481,cross:[150,655,1447],cross_entropi:1123,crossentropyloss:980,csr:1473,ctc_loss:1124,ctcloss:967,cuda:[1,3,9,13,151,660,661,662,663,664,665,666,667,668,669,671,673,674,675,676,677,678,679,680,681,683,684,685,686,687,688,689,690,691,692,693,694,695,696,697,698,699,700,701,702,703,704,705,706,707,708,709,710,711,712,713,714,715,716,717,1440,1450,1453,1455,1458,1459,1461],cudagraph:656,cudnn:3,cufft:1450,cummax:[152,718],cummin:[153,719],cumprod:[154,720],cumprod_:155,cumsum:[156,721],cumsum_:157,cumulative_trapezoid:722,current:1442,current_blas_handl:666,current_devic:667,current_stream:668,custom:[25,35,39,1434,1446,1452,1457,1462,1463,1464,1467],custom_from_mask:1237,customfrommask:1230,cycliclr:1287,data:[16,1434,1451,1453,1462,1479],data_parallel:[1203,1444],data_ptr:158,dataload:[9,1459],dataparallel:[981,1443,1444,1446,1450],dataset:16,ddp:17,deadlock:1458,debug:[17,18,39,1431,1489],debugg:39,decis:8,decomposit:1437,default_stream:669,defin:[1433,1452],definit:1434,deg2rad:[159,723],del:1434,dense_dim:160,depend:[1464,1471],deploi:1457,deploy:1456,deprec:2,dequant:[161,724,1486],deriv:[22,1447],descriptor:1440,design:[1434,1451,1470,1471,1472],det:[162,725,869],detach:163,detach_:164,detect:2,determin:[1447,1459],develop:[7,8],devic:[165,670,1450,1476],device_count:671,device_of:672,diag:[166,726],diag_emb:[167,727],diagflat:[168,728],diagon:[169,729],dict:1433,dictionari:1434,diff:[170,730],differ:1462,differenti:2,digamma:[171,731],digamma_:172,dim:[173,1441],dimens:[1441,1442],direct:39,dirichlet:22,disabl:[2,16,1431,1447,1481],discuss:7,dispatch:9,displai:1434,dist:[174,732],distanc:[1443,1444],distinguish:1464,distribut:[9,18,20,21,22,34,1443,1444,1451,1455,1457,1470,1471],distributeddataparallel:[1215,1446,1450,1451],div:[175,733,1460],div_:176,diverg:[22,1436],divid:[177,734],divide_:178,divis:1460,dlpack:23,doc:[7,1455],document:[7,20,1430],doe:[17,1447],doesn:1453,domain:1447,dot:[179,735],doubl:180,down:1461,download:1429,driver:1461,dropout2d:[983,1126],dropout3d:[984,1127],dropout:[982,1125,1443,1444],dsplit:[181,736],dstack:737,dtype:[1446,1460,1468,1476],dure:1471,dynam:[33,39,1467,1468,1487],each:1464,eager:1467,edg:[9,1431,1464],eig:[182,738,870],eigh:871,eigval:872,eigvalsh:873,einsum:739,elast:[20,24,34],element_s:183,elig:1,els:1434,elu:[985,1128,1486],elu_:1129,embed:[986,1130,1486],embedding_bag:1131,embeddingbag:[987,1486],empti:740,empty_cach:673,empty_lik:741,empty_strid:742,enabl:18,enable_grad:[590,743],encod:1447,end:1471,entrypoint:1429,enumer:1434,environ:[18,1456,1464],eq_:185,equal:[186,745],erf:[187,746],erf_:188,erfc:[189,747],erfc_:190,erfinv:[191,748],erfinv_:192,error:[26,1453,1461,1467],etcd:33,eval:1447,evalu:[1447,1454],event:[13,25,27,657],exampl:[28,39,1446,1451,1452,1462,1471],except:[33,1453],execut:[1434,1450,1464,1465],exp2:750,exp:[193,749],exp_:194,expand:195,expand_a:196,experiment:1437,expir:35,explan:1464,explicit:1442,expm1:[197,751],expm1_:198,exponenti:22,exponential_:199,exponentialfamili:22,exponentiallr:1288,export_chrome_trac:607,expr:1434,express:[1433,1434],extend:[12,24,1452],extens:[12,13,1452,1456,1461],extern:1464,eye:752,factori:1441,fake_quantize_per_channel_affin:753,fake_quantize_per_tensor_affin:754,faq:[8,1461],fast:[37,1454,1471],featur:[7,1456,1457],feature_alpha_dropout:1132,featurealphadropout:988,fft2:756,fft:[9,37,755,756,757,758,759,760,761,762,763,764,765,766,767,768,769,770,771,772],fftfreq:757,fftn:758,fftshift:759,fight:1458,file:[18,1440,1464],file_descriptor:1440,file_structur:1464,file_system:1440,fill_:200,fill_diagonal_:201,find:1464,finfo:1490,first:1464,fishersnedecor:22,fix:[7,202,773],fix_:203,flatten:[204,774,989],fleet:1456,flip:[205,775],fliplr:[206,776],flipud:[207,777],float16:1,float32:1,float_pow:[209,778],float_power_:210,floatfunct:1486,floor:[211,779],floor_:212,floor_divid:[213,780],floor_divide_:214,flow:39,fmax:[215,781],fmin:[216,782],fmod:[217,783],fmod_:218,fold:[990,1133],fork:843,form:1434,format:1464,formula:1447,forward:[588,1471],found:1461,fourier:37,frac:[219,784],frac_:220,fractional_max_pool2d:1134,fractional_max_pool3d:1135,fractionalmaxpool2d:991,fractionalmaxpool3d:992,framework:[1464,1470],freed:1453,freez:844,frequent:[7,1431,1453,1462],frexp:[221,785],from:[10,34,39,1429,1441,1461,1462,1464],from_numpi:786,frombuff:787,full:[788,1460],full_lik:789,functionctx:[591,592,593,594],futur:38,gamma:22,gather:[222,663,790],gaussian_nll_loss:1136,gaussiannllloss:997,gcd:[223,791],gcd_:224,ge_:226,gelu:[993,1137],gener:[9,13,19,39,40,1448,1459,1481],geometr:22,geometric_:227,geqrf:[228,793],ger:[229,794],get:[7,20,1462],get_arch_list:674,get_default_dtyp:795,get_devic:230,get_device_cap:675,get_device_nam:676,get_device_properti:677,get_gencode_flag:678,get_num_interop_thread:796,get_num_thread:797,get_rng_stat:[679,798],get_rng_state_al:680,get_sync_debug_mod:681,getattr:1434,global:1464,global_unstructur:1238,glu:[994,1138],govern:[8,9],gpu:[18,1443,1444,1446,1453,1465],grad:[231,601,1447,1450],gradcheck:[602,1454],gradgradcheck:[603,1454],gradient:[1,2,799,1446,1447,1481],graph:[13,39,682,1431,1447,1450,1467],graph_pool_handl:683,graphmodul:39,greater:[232,800],greater_:233,greater_equ:[234,801],greater_equal_:235,grid_sampl:1139,group:18,group_norm:1140,groupnorm:[998,1486],gru:995,grucel:[996,1487],gt_:237,guid:[7,8],gumbel:22,gumbel_softmax:1141,half:238,halfcauchi:22,halfnorm:22,hamming_window:803,handler:[25,30,33,1453],hann_window:804,hardshrink:[239,999,1142],hardsigmoid:[1000,1143],hardswish:[1001,1144,1486],hardtanh:[1002,1145],hardtanh_:1146,hasattr:1434,heavisid:[240,805],helper:37,hessian:595,hfft:760,higher:2,hinge_embedding_loss:1147,hingeembeddingloss:1003,hip:[9,1455],hipfft:1455,histc:[241,806],histogram:[242,807],histori:1447,hogwild:1458,hook:[2,17,1447,1457],householder_product:874,how:[17,1429,1447,1452,1463,1464],hsplit:[243,808],hspmm:809,hstack:810,hub:1429,huber_loss:1148,huberloss:1004,hvp:596,hybrid:1473,hypot:[244,811],hypot_:245,i0_:247,ident:[1005,1231,1239,1434,1453],identifi:1434,ifft2:762,ifft:761,ifftn:763,ifftshift:764,igamma:[248,813],igamma_:249,igammac:[250,814],igammac_:251,ignor:845,ihfft:765,iinfo:1490,imag:[10,252,815],implement:[7,24,33,35,1429,1451,1454,1462,1472],improv:[7,1457],includ:[1461,1464],independ:22,index:[1462,1481],index_add:253,index_add_:254,index_copi:255,index_copy_:256,index_fil:257,index_fill_:258,index_put:259,index_put_:260,index_select:[261,816],indic:[262,1430],infer:[1442,1447,1449,1460],inference_mod:[604,817],info:1490,inform:[1454,1470],init:[684,1445],initi:[18,1443,1457,1479],initial_se:[685,818],inner:[263,819],input:[1,1441,1446,1454],insid:1464,inspect:1431,instal:1461,instanc:1434,instance_norm:1149,instancenorm1d:[1006,1486],instancenorm2d:[1007,1486],instancenorm3d:[1008,1486],instead:1450,int_repr:265,integ:1460,interest:9,interfac:[18,1455,1486],intern:[1451,1464],interpol:1150,interpret:[39,1431],intrins:[1468,1482,1483,1484],introduct:[39,1467,1473],inv:875,inv_ex:876,invers:[266,820,1437],ipc:1461,ipc_collect:686,irfft2:767,irfft:766,irfftn:768,is_avail:687,is_coalesc:267,is_complex:[268,821],is_conj:[269,822],is_contigu:270,is_cuda:271,is_floating_point:[272,823],is_grad_en:824,is_infer:273,is_inference_mode_en:825,is_initi:688,is_leaf:274,is_meta:275,is_nonzero:826,is_parametr:1226,is_pin:276,is_prun:1240,is_quant:277,is_set_to:278,is_shar:279,is_sign:280,is_spars:281,is_storag:827,is_tensor:828,is_warn_always_en:829,isclos:[282,830],isfinit:[283,831],isin:832,isinf:[284,833],isinst:846,isn:1453,isnan:[285,834],isneginf:[286,835],isol:1464,isposinf:[287,836],isreal:[288,837],issu:[7,1431],istft:[289,838],item:290,iter:[16,1433],jacobian:597,jit:[9,842,843,844,845,846,847,848,849,850,851,852,853,854,855,1431,1434],join:[19,1481],jvp:598,kaiser_window:856,keep:[1441,1464],kei:[8,18,1461],kernel:1467,key_averag:608,kl_div:1151,kldivloss:1009,known:[1429,1431],kron:857,kthvalu:[291,858],kubernet:29,kumaraswami:22,l1_loss:1152,l1_unstructur:1241,l1loss:1010,l1unstructur:1232,lambdalr:1289,languag:[1430,1431,1433,1434,1435],lapack:1481,laplac:22,larg:1456,later:1464,launch:[18,34],launcher:25,layer:1443,layer_norm:1153,layernorm:[1015,1486],layout:[2,1476],lazi:1443,lazybatchnorm1d:1016,lazybatchnorm2d:1017,lazybatchnorm3d:1018,lazyconv1d:1019,lazyconv2d:1020,lazyconv3d:1021,lazyconvtranspose1d:1022,lazyconvtranspose2d:1023,lazyconvtranspose3d:1024,lazyinstancenorm1d:1025,lazyinstancenorm2d:1026,lazyinstancenorm3d:1027,lazylinear:1028,lazymodulemixin:1210,lbfg:1271,lcm:[292,859],lcm_:293,ldexp:[294,860],ldexp_:295,le_:297,leaf:39,leaky_relu:1154,leaky_relu_:1155,leakyrelu:1029,learn:1463,legaci:33,lerp:[298,862],lerp_:299,less:[300,863],less_:301,less_equ:[302,864],less_equal_:303,level:[2,9,1489],lgamma:[304,865],lgamma_:305,librari:[9,1430,1459],lifetim:1472,like:[1452,1464],limit:[39,1429,1462],linalg:[9,866,867,868,869,870,871,872,873,874,875,876,877,878,879,880,881,882,883,884,885,886,887,888,889,890,891,892,1437],linear:[9,10,1030,1156,1443,1444,1473,1485,1486,1487],linearlr:1290,linearrelu:[1483,1484],linspac:893,list:[1433,1434],list_gpu_process:689,liter:[1433,1434],lkjcholeski:22,ln_structur:1242,lnstructur:1233,load:[16,847,894,1429,1460,1464],load_nvprof:606,load_state_dict:1274,loader:1453,lobpcg:895,local:[2,1434,1447,1481],local_response_norm:1157,localresponsenorm:1031,log10:[307,897],log10_:308,log1p:[309,898],log1p_:310,log2:[311,899],log2_:312,log:[306,896,1456],log_:313,log_normal_:314,log_softmax:[1158,1368],logaddexp2:[316,901],logaddexp:[315,900],logcumsumexp:[317,902],logdet:[318,903],logic:[1429,1433],logical_and:[319,904],logical_and_:320,logical_not:[321,905],logical_not_:322,logical_or:[323,906],logical_or_:324,logical_xor:[325,907],logical_xor_:326,logit:[327,908],logit_:328,logitrelaxedbernoulli:22,lognorm:22,logsigmoid:[1032,1159],logsoftmax:1033,logspac:909,logsumexp:[329,910],lookup:1433,loop:1433,loss:[1443,1444,1446],lowrankmultivariatenorm:22,lp_pool1d:1160,lp_pool2d:1161,lppool1d:1011,lppool2d:1012,lstm:[1013,1459,1487],lstmcell:[1014,1487],lstsq:[331,877,911],lt_:333,lu_solv:[335,914],lu_unpack:915,maintain:[8,9],make:[7,8],make_graphed_cal:690,manag:[13,19,1440,1450,1455,1464],mangl:1464,manipul:[39,1442],manual:2,manual_se:[691,916],manual_seed_al:692,map:[16,1455],map_:336,margin_ranking_loss:1162,marginrankingloss:1035,mark:702,mark_dirti:591,mark_non_differenti:592,masked_fil:337,masked_fill_:338,masked_scatt:339,masked_scatter_:340,masked_select:[341,917],match:[1433,1442],math:[1432,1481],matmul:[342,878,918],matrix:1437,matrix_exp:[343,919],matrix_norm:879,matrix_pow:[344,880,920],matrix_rank:[881,921],max:[345,922],max_memory_alloc:693,max_memory_cach:694,max_memory_reserv:695,max_pool1d:1163,max_pool2d:1164,max_pool3d:1165,max_unpool1d:1166,max_unpool2d:1167,max_unpool3d:1168,maximum:[346,923],maxpool1d:1036,maxpool2d:1037,maxpool3d:1038,maxunpool1d:1039,maxunpool2d:1040,maxunpool3d:1041,mean:[347,924],mechan:[1447,1454],median:[348,925],membership:1434,memori:[13,16,1450,1453,1455,1457],memory_alloc:696,memory_cach:697,memory_format:1476,memory_reserv:698,memory_snapshot:699,memory_stat:700,memory_summari:701,meshgrid:926,meta:1434,metadata:1456,method:[2,26,27,30,35,1432,1433,1436,1462,1473],metric:[25,30],migrat:1431,min:[349,927],minimum:[350,928],miscellanea:39,mish:[1042,1169],mistak:7,mix:[1,1431,1446],mixin:2,mixturesamefamili:22,mkl:3,mkldnn:[3,9],mobil:9,mobile_optim:1438,mock:1464,mode:[352,930,1447,1454,1467,1471],model:[9,12,1429,1446,1453,1456,1463,1464,1465,1467,1489],model_zoo:1439,moder:8,modul:[9,39,1043,1211,1212,1213,1214,1431,1432,1433,1434,1436,1443,1447,1452,1457,1460,1464,1467],moduledict:[1044,1434],modulelist:[1045,1433,1434],more:[7,1470],moveaxi:[353,931],movedim:[354,932],mse_loss:1170,mseloss:1034,msort:[355,933],mul:[356,934],mul_:357,multi:[16,18,1443,1444],multi_dot:882,multi_margin_loss:1171,multiheadattent:1049,multilabel_margin_loss:1172,multilabel_soft_margin_loss:1173,multilabelmarginloss:1046,multilabelsoftmarginloss:1047,multimarginloss:1048,multinomi:[22,358,935],multipl:[31,1446,1450,1452,1465],multipli:[359,936],multiplicativelr:1292,multiply_:360,multiprocess:[9,31,1440,1450,1458,1461],multisteplr:1291,multithread:1447,multivariatenorm:22,mutat:1481,mvlgamma:[362,938],mvlgamma_:363,nadam:1272,name:[1433,1441,1442],nan_to_num:[364,939],nan_to_num_:365,nanmean:[366,940],nanmedian:[367,941],nanquantil:[368,942],nansum:[369,943],narrow:[370,944],narrow_copi:371,nativ:1467,nccl:[18,1450],ndim:372,ndimens:373,ne_:375,need:1446,neg:[376,378,946,947],neg_:377,negative_:379,negativebinomi:22,nelement:380,network:[18,1450,1453,1457],neural:1457,new_empti:381,new_ful:382,new_on:383,new_tensor:384,new_zero:385,nextaft:[386,948],nextafter_:387,nll_loss:1174,nllloss:1050,no_grad:[605,1257],node:1447,nomin:1434,non:[16,39,1443,1444,1447,1450,1464,1467],nondeterminist:1459,nonlinear:1443,nonzero:[388,1258],norm:[389,883,1259],normal:[22,1175,1260,1443,1463],normal_:390,not_equ:[391,1261],not_equal_:392,notat:1454,note:[1430,1434,1450,1470],notic:1429,number:[10,13,1447,1449,1453,1459],numel:[393,1262],numer:[2,1454],numpi:[394,1462],nvidia:13,nvtx:[13,702,703,704],object:[27,1464],observ:1489,old:10,one:1446,one_hot:1176,onecyclelr:1293,onehotcategor:22,ones:1263,ones_lik:1264,onlin:7,onnx:[9,1462],open:7,openmp:3,oper:[2,9,17,18,1433,1434,1437,1441,1442,1447,1452,1456,1461,1462,1467,1468,1473,1479,1481],ops:1446,optim:[9,21,1273,1274,1275,1276,1277,1446,1447,1463,1470,1471],optimize_for_infer:848,option:[1433,1449,1461,1463],order:16,orgqr:[395,1297],ormqr:[396,1298],orthogon:1222,other:[18,1443,1459,1464,1473,1481],out:[1441,1453],outer:[397,1299],output:1454,over:[1,1433],overrid:[1452,1488],overview:[7,39,1464,1466],own:1447,owner:1472,pack_padded_sequ:1249,pack_sequ:1250,packag:[1,2,12,18,1440,1461,1464],packedsequ:1248,pad:[1177,1443],pad_packed_sequ:1251,pad_sequ:1252,pairwise_dist:1178,pairwisedist:1052,parallel:[1203,1450,1451,1453,1465,1481],paramet:[1216,1433,1463],parameterdict:1053,parameterlist:1054,parameters_to_vector:1221,parametr:[1222,1223,1225,1226,1227,1228,1457],parametrizationlist:1224,parenthes:1434,pareto:22,parti:18,partial:1450,particip:7,particular:1446,pass:[1434,1450,1458,1467,1471],patch:1464,pathwis:22,pattern:[39,1433,1462,1464],pca_lowrank:1300,pdb:39,pdist:1179,penalti:1446,peopl:8,per:[1446,1463],perform:[9,1457,1460],permut:[398,1301,1441],person:9,philosophi:8,pictur:1447,pin:[16,1450],pin_memori:399,pinv:884,pinvers:[400,1302],pipe:[1461,1465],pipelin:1465,pitfal:[39,1462],pixel_shuffl:1180,pixel_unshuffl:1181,pixelshuffl:1055,pixelunshuffl:1056,place:[2,1441,1447,1448,1481],plan:[1450,1455],platform:16,plugin:20,point:[18,1456],pointwis:1481,poisson:[22,1303],poisson_nll_loss:1182,poissonnllloss:1057,polar:1304,polygamma:[401,1305],polygamma_:402,pool:[1443,1444],posit:[403,1306],post:18,pow:[404,1307],pow_:405,power:1434,powerpc:9,powersgd:17,practic:[1450,1458,1467],precis:[1,1446],prefer:1,prelu:[1051,1183],prepar:[1467,1489],preserv:1460,primari:1434,primer:39,primit:[18,1434],print:[39,1433,1434],probabl:22,procedur:1434,process:[7,8,16,31,1446],processgroup:1451,prod:[406,1308],product:1437,profil:[2,18,606,607,608,609,610,1456,1457,1466],program:1434,project:8,promot:[1,7],promote_typ:1309,propag:[26,1442],properli:1453,properti:[1436,1437],propos:7,protect:1461,protocol:1472,prototyp:1467,provid:1467,proxi:39,prune:[1237,1238,1239,1240,1241,1242,1243,1244,1245,1457],pruningcontain:1234,publish:1429,pull:7,put:1463,put_:407,python:[7,1430,1431,1432,1433,1434,1435,1436,1459,1462],pythonop:1462,pytorch:[7,8,9,12,18,1430,1431,1432,1436,1447,1450,1452,1459,1460,1462,1465],q_per_channel_axi:408,q_per_channel_scal:409,q_per_channel_zero_point:410,q_scale:411,q_zero_point:412,qat:[1468,1483,1485],qfunction:1486,qscheme:414,quantil:[415,1311],quantiz:[1443,1457,1467,1468,1484,1486,1487,1489],quantize_per_channel:1312,quantize_per_tensor:1313,quantized_batch_norm:1314,quantized_max_pool1d:1315,quantized_max_pool2d:1316,quasi:1481,question:[7,1431,1453,1462],queue:1458,quick:39,quickstart:32,rad2deg:[416,1318],radam:1278,rais:1434,rand:1319,rand_lik:1320,randint:1321,randint_lik:1322,randn:1323,randn_lik:1324,random:[13,16,1453,1459,1469,1481],random_:417,random_structur:1243,random_unstructur:1244,randomstructur:1235,randomunstructur:1236,randperm:1325,rang:[1326,1433],range_pop:703,range_push:704,rate:1463,ravel:[418,1327],read:1462,readabl:7,real:[10,419,1328,1454],reason:1472,reciproc:[420,1329],reciprocal_:421,record:1471,record_stream:422,recurr:[1443,1453],recurs:1431,reduce_add:664,reducelronplateau:1294,reduct:1481,refactor:1464,refer:[1,39,1431,1433,1434,1435,1442,1455,1464,1466,1472,1479],refin:[1433,1434],reflectionpad1d:1064,reflectionpad2d:1065,reflectionpad3d:1066,regist:1447,register_hook:423,register_module_backward_hook:1211,register_module_forward_hook:1212,register_module_forward_pre_hook:1213,register_module_full_backward_hook:1214,register_parametr:1227,registri:[22,33],relaxedbernoulli:22,relaxedonehotcategor:22,relu6:[1063,1185,1486],relu:[1062,1184],relu_:1186,remaind:[424,1330],remainder_:425,remot:[1434,1472],remotemodul:1470,remov:[1245,1441],remove_parametr:1228,remove_spectral_norm:1246,remove_weight_norm:1247,rendezv:[25,33],renorm:[426,1331],renorm_:427,repeat:428,repeat_interleav:[429,1332],replace_pattern:39,replicationpad1d:1067,replicationpad2d:1068,replicationpad3d:1069,report:[7,1453],represent:10,reproduc:1459,request:7,requires_grad:[430,1447],requires_grad_:431,reset_max_memory_alloc:705,reset_max_memory_cach:706,reset_peak_memory_stat:707,reshap:[432,1333],reshape_a:433,resize_:434,resize_as_:435,resolut:[1433,1434],resolve_conj:[436,1334],resolve_neg:[437,1335],resourc:1464,result_typ:1336,retain:1447,retain_grad:438,retains_grad:439,retrac:39,reus:[1455,1458],review:7,rewrit:39,rfft2:770,rfft:769,rfftfreq:771,rfftn:772,rmsprop:1279,rng:9,rnn:[1058,1249,1250,1251,1252,1459],rnnbase:1059,rnncell:[1060,1487],robust:7,rocfft:1455,rocm:[9,1455],roll:[440,1337],rot90:[441,1338],round:[442,1339],round_:443,row_stack:1340,rpc:1470,rprop:1280,rref:[1470,1472],rrelu:[1061,1187],rrelu_:1188,rsqrt:[444,1341],rsqrt_:445,rule:[1434,1442],run:1429,runtim:[1449,1453],safeti:1447,sampl:1481,sampler:16,save:[2,849,1342,1429,1447,1456,1460],save_for_backward:593,scale:[1,1446,1456],scatter:[446,665,1343],scatter_:447,scatter_add:[448,1344],scatter_add_:449,scenario:1472,schedul:1463,schema:1436,scheme:1468,score:22,script:[36,850,1431,1461,1462],script_if_trac:851,scriptfunct:840,scriptmodul:[841,1460],searchsort:1345,see:1464,seed:[708,1346],seed_al:709,select:450,self_cpu_time_tot:609,selu:[1070,1189],semant:[1442,1448,1450,1455,1460],sequenti:1071,sequentiallr:1295,serial:[10,1460,1481],server:[24,33,35],set:[1447,1462],set_:451,set_default_dtyp:1347,set_default_tensor_typ:1348,set_devic:710,set_flush_denorm:1349,set_grad_en:[611,1350],set_materialize_grad:594,set_num_interop_thread:1351,set_num_thread:1352,set_per_process_memory_fract:711,set_printopt:1353,set_rng_stat:[712,1354],set_rng_state_al:713,set_stream:714,set_sync_debug_mod:715,set_warn_alwai:1355,sgd:1281,sgn:[452,1356],sgn_:453,share:[18,1440,1450,1464,1472],share_memory_:454,sharp:1464,shift:1434,shuffl:1443,shut:1461,sigmoid:[456,1073,1190,1357],sigmoid_:457,sign:[458,1358],sign_:459,signatur:1434,signbit:[460,1359],silu:[1072,1191],simd:9,simpl:[1433,1434,1457,1471],sin:[461,1360],sin_:462,sinc:[463,1361],sinc_:464,singl:[16,1446],sinh:[465,1362],sinh_:466,size:467,skip:1465,skip_init:1253,slice:[1433,1434,1481],slogdet:[468,886,1363],smart:1471,smm:[469,1364],smooth_l1_loss:1192,smoothl1loss:1074,sobolengin:1317,soft_margin_loss:1193,softmarginloss:1075,softmax2d:1077,softmax:[1076,1194,1370],softmin:[1078,1195],softplu:[1079,1196],softshrink:[1080,1197],softsign:[1081,1198],solv:[470,887,1365],solver:1437,sort:[471,1366],sourc:[7,1459,1461,1464],spars:[1367,1368,1369,1370,1371,1443,1444,1473],sparse_coo_tensor:1372,sparse_csr_tensor:1373,sparse_dim:472,sparse_mask:473,sparse_resize_:474,sparse_resize_and_clear_:475,sparseadam:1282,spawn:[18,1440],special:[1434,1474],specif:[1,16,1473],spectral:1481,spectral_norm:[1223,1254],speed:1461,split:[476,1374],sqrt:[477,1375],sqrt_:478,squar:[479,1376],square_:480,squeez:[481,1377],squeeze_:482,sspaddmm:[483,1378],stack:1379,start:[7,20,31],state:[17,1457,1464],state_dict:1275,statement:[1433,1434],std:[484,1380],std_mean:1381,step:[1276,1463],steplr:1296,stft:[485,1382],stochast:1463,storag:[486,1475],storage_offset:487,storage_typ:488,store:[18,33],strategi:[1440,1463],stream:[13,658,716,1450],streamcontext:659,stride:489,structur:1434,studentt:22,style:16,sub:[490,1383],sub_:491,subclass:1452,subgraph:39,submit:7,subprocess:1440,subscript:[1433,1434],subsystem:1442,subtract:[492,1384],subtract_:493,sum:[494,1371,1385,1443],sum_to_s:495,summari:1467,support:[1432,1434,1441,1442,1462,1467,1473],svd:[496,888,1386],svd_lowrank:1387,svdval:889,swa:1463,swapax:[497,1388],swapdim:[498,1389],symbol:[39,1462],symeig:[499,1390],syncbatchnorm:1082,synchron:[18,717],system:[18,1434,1440],tabl:[1430,1460],take:[502,1392,1463],take_along_dim:[503,1393],tan:[504,1394],tan_:505,tanh:[506,1083,1199,1395],tanh_:507,tanhshrink:[1084,1200],tcp:18,tenet:8,tensor:[2,10,12,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,207,208,209,210,211,212,213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230,231,232,233,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,250,251,252,253,254,255,256,257,258,259,260,261,262,263,264,265,266,267,268,269,270,271,272,273,274,275,276,277,278,279,280,281,282,283,284,285,286,287,288,289,290,291,292,293,294,295,296,297,298,299,300,301,302,303,304,305,306,307,308,309,310,311,312,313,314,315,316,317,318,319,320,321,322,323,324,325,326,327,328,329,330,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,347,348,349,350,351,352,353,354,355,356,357,358,359,360,361,362,363,364,365,366,367,368,369,370,371,372,373,374,375,376,377,378,379,380,381,382,383,384,385,386,387,388,389,390,391,392,393,394,395,396,397,398,399,400,401,402,403,404,405,406,407,408,409,410,411,412,413,414,415,416,417,418,419,420,421,422,423,424,425,426,427,428,429,430,431,432,433,434,435,436,437,438,439,440,441,442,443,444,445,446,447,448,449,450,451,452,453,454,455,456,457,458,459,460,461,462,463,464,465,466,467,468,469,470,471,472,473,474,475,476,477,478,479,480,481,482,483,484,485,486,487,488,489,490,491,492,493,494,495,496,497,498,499,500,501,502,503,504,505,506,507,508,509,510,511,512,513,514,515,516,517,518,519,520,521,522,523,524,525,526,527,528,529,530,531,532,533,534,535,536,537,538,539,540,541,542,543,544,545,546,1396,1432,1436,1437,1440,1441,1442,1447,1452,1460,1462,1467,1468,1473,1476,1477,1479,1481],tensor_split:[508,1397],tensorboard:1478,tensordot:1398,tensorfloat:[1450,1455],tensorinv:890,tensorpip:1470,tensorsolv:891,terminolog:1434,ternari:[1433,1434],test:[7,1434,1452,1464,1480],tf32:[1450,1455],them:[1460,1464],third:18,thread:[1447,1449],threshold:[1085,1201],threshold_:1202,through:1458,tile:[509,1399],timer:35,tip:1458,to_dens:511,to_fold:39,to_mkldnn:512,to_spars:513,togeth:1463,tolist:514,tool:[9,13],top:1489,topk:[515,1400],torch:[0,1,2,3,4,5,6,9,11,13,16,18,20,22,23,34,37,38,39,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,207,208,209,210,211,212,213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230,231,232,233,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,250,251,252,253,254,255,256,257,258,259,260,261,262,263,264,265,266,267,268,269,270,271,272,273,274,275,276,277,278,279,280,281,282,283,284,285,286,287,288,289,290,291,292,293,294,295,296,297,298,299,300,301,302,303,304,305,306,307,308,309,310,311,312,313,314,315,316,317,318,319,320,321,322,323,324,325,326,327,328,329,330,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,347,348,349,350,351,352,353,354,355,356,357,358,359,360,361,362,363,364,365,366,367,368,369,370,371,372,373,374,375,376,377,378,379,380,381,382,383,384,385,386,387,388,389,390,391,392,393,394,395,396,397,398,399,400,401,402,403,404,405,406,407,408,409,410,411,412,413,414,415,416,417,418,419,420,421,422,423,424,425,426,427,428,429,430,431,432,433,434,435,436,437,438,439,440,441,442,443,444,445,446,447,448,449,450,451,452,453,454,455,456,457,458,459,460,461,462,463,464,465,466,467,468,469,470,471,472,473,474,475,476,477,478,479,480,481,482,483,484,485,486,487,488,489,490,491,492,493,494,495,496,497,498,499,500,501,502,503,504,505,506,507,508,509,510,511,512,513,514,515,516,517,518,519,520,521,522,523,524,525,526,527,528,529,530,531,532,533,534,535,536,537,538,539,540,541,542,543,544,545,546,547,548,549,550,551,552,553,554,555,556,557,558,559,560,561,562,563,564,565,566,567,568,569,570,571,572,573,574,575,576,577,578,579,580,581,582,583,584,585,586,587,588,589,591,592,593,594,595,596,597,598,599,600,601,602,603,606,607,608,609,610,612,613,614,615,616,617,618,619,620,621,622,623,624,625,626,627,628,629,630,631,632,633,634,635,636,637,638,639,640,641,642,643,644,645,646,647,648,649,650,651,652,653,654,655,660,661,662,663,664,665,666,667,668,669,671,673,674,675,676,677,678,679,680,681,683,684,685,686,687,688,689,690,691,692,693,694,695,696,697,698,699,700,701,702,703,704,705,706,707,708,709,710,711,712,713,714,715,716,717,718,719,720,721,722,723,724,725,726,727,728,729,730,731,732,733,734,735,736,737,738,739,740,741,742,744,745,746,747,748,749,750,751,752,753,754,755,756,757,758,759,760,761,762,763,764,765,766,767,768,769,770,771,772,773,774,775,776,777,778,779,780,781,782,783,784,785,786,787,788,789,790,791,792,793,794,795,796,797,798,799,800,801,802,803,804,805,806,807,808,809,810,811,812,813,814,815,816,818,819,820,821,822,823,824,825,826,827,828,829,830,831,832,833,834,835,836,837,838,842,843,844,845,846,847,848,849,850,851,852,853,854,855,856,857,858,859,860,861,862,863,864,865,866,867,868,869,870,871,872,873,874,875,876,877,878,879,880,881,882,883,884,885,886,887,888,889,890,891,892,893,894,895,896,897,898,899,900,901,902,903,904,905,906,907,908,909,910,911,912,913,914,915,916,917,918,919,920,921,922,923,924,925,926,927,928,929,930,931,932,933,934,935,936,937,938,939,940,941,942,943,944,945,946,947,948,1099,1100,1101,1102,1103,1104,1105,1106,1107,1108,1109,1110,1111,1112,1113,1114,1115,1116,1117,1118,1119,1120,1121,1122,1123,1124,1125,1126,1127,1128,1129,1130,1131,1132,1133,1134,1135,1136,1137,1138,1139,1140,1141,1142,1143,1144,1145,1146,1147,1148,1149,1150,1151,1152,1153,1154,1155,1156,1157,1158,1159,1160,1161,1162,1163,1164,1165,1166,1167,1168,1169,1170,1171,1172,1173,1174,1175,1176,1177,1178,1179,1180,1181,1182,1183,1184,1185,1186,1187,1188,1189,1190,1191,1192,1193,1194,1195,1196,1197,1198,1199,1200,1201,1202,1203,1204,1205,1206,1207,1208,1209,1211,1212,1213,1214,1219,1220,1221,1222,1223,1225,1226,1227,1228,1237,1238,1239,1240,1241,1242,1243,1244,1245,1246,1247,1249,1250,1251,1252,1253,1254,1255,1256,1258,1259,1260,1261,1262,1263,1264,1273,1274,1275,1276,1277,1297,1298,1299,1300,1301,1302,1303,1304,1305,1306,1307,1308,1309,1310,1311,1312,1313,1314,1315,1316,1318,1319,1320,1321,1322,1323,1324,1325,1326,1327,1328,1329,1330,1331,1332,1333,1334,1335,1336,1337,1338,1339,1340,1341,1342,1343,1344,1345,1346,1347,1348,1349,1351,1352,1353,1354,1355,1356,1357,1358,1359,1360,1361,1362,1363,1364,1365,1366,1367,1368,1369,1370,1371,1372,1373,1374,1375,1376,1377,1378,1379,1380,1381,1382,1383,1384,1385,1386,1387,1388,1389,1390,1391,1392,1393,1394,1395,1396,1397,1398,1399,1400,1401,1402,1403,1404,1405,1406,1407,1408,1409,1410,1411,1412,1413,1414,1415,1416,1417,1418,1419,1420,1421,1422,1423,1424,1425,1426,1427,1428,1429,1434,1436,1437,1438,1439,1440,1443,1444,1445,1450,1452,1455,1460,1462,1463,1464,1466,1468,1469,1473,1474,1475,1476,1478,1479,1480,1481,1482,1483,1484,1485,1486,1487,1488,1489,1490],torchaudio:9,torchelast:29,torchrun:34,torchscript:[9,12,1431,1432,1433,1434,1436,1449,1456,1457,1464],torchserv:9,torchtext:9,torchvis:9,total_averag:610,trace:[39,516,852,1401,1431,1462],trace_modul:853,tracer:[39,1431],train:[36,1446,1457,1458,1467],transform:[22,37,39,1086,1443,1457],transformeddistribut:22,transformerdecod:1087,transformerdecoderlay:1088,transformerencod:1089,transformerencoderlay:1090,transit:[10,34],transpos:[517,1402],transpose_:518,trapezoid:1403,trapz:1404,treat:1464,triag:7,triangular_solv:[519,1405],tril:[520,1406],tril_:521,tril_indic:1407,triplet_margin_loss:1204,triplet_margin_with_distance_loss:1205,tripletmarginloss:1091,tripletmarginwithdistanceloss:1092,triu:[522,1408],triu_:523,triu_indic:1409,true_divid:[524,1410],true_divide_:525,trunc:[526,1411],trunc_:527,tune:1449,tupl:[1433,1434],tutori:[7,1464,1465,1470],type:[1,16,528,1433,1434,1452,1462,1464,1479,1490],type_a:529,typic:1446,unari:1434,unbind:[530,1412],uncoalesc:1473,uncontroversi:8,unflatten:1093,unfold:[531,1094,1206],unifi:1441,uniform:22,uniform_:532,uninitializedbuff:1217,uninitializedparamet:1218,uniqu:[533,1413],unique_consecut:[534,1414],unscal:1446,unsqueez:[535,1415],unsqueeze_:536,unsupport:[1433,1434,1436,1462],unus:854,upsampl:[1095,1207],upsample_bilinear:1208,upsample_nearest:1209,upsamplingbilinear2d:1096,upsamplingnearest2d:1097,usag:[20,34,1450,1456,1457,1461],use:[18,1452,1454,1463],use_deterministic_algorithm:1416,useful:1447,user:[1464,1472],using:1465,util:[4,5,6,9,11,16,18,23,1219,1220,1221,1222,1223,1225,1226,1227,1228,1237,1238,1239,1240,1241,1242,1243,1244,1245,1246,1247,1249,1250,1251,1252,1253,1254,1255,1256,1438,1439,1443,1478,1481,1489],valu:[18,537,1433,1434,1472],vander:1417,var_mean:1419,variabl:[2,18,1431,1433,1434],variant:1441,vdot:[539,1420],vector_norm:892,vector_to_paramet:1255,version:1460,vhp:599,view:[540,1460,1477],view_a:541,view_as_complex:1421,view_as_r:1422,vision:[1443,1444],vjp:600,vonmis:22,vsplit:[542,1423],vstack:1424,wait:855,warn:1431,weibul:22,weight:[1443,1463],weight_norm:1256,what:[17,1447,1464],when:[1434,1452],where:[543,1425,1429],whether:1464,which:18,whole:1450,why:[1450,1454],wide:1456,widest:1,win:1461,window:[9,1461],wirting:1447,without:1461,work:[16,1446,1453,1473],worker:[31,1453],wrapper:1452,write:[35,39,1447,1452,1462],xla:9,xlogi:[544,1426],xlogy_:545,your:1464,zero:1427,zero_:546,zero_grad:1277,zeropad2d:1098,zeros_lik:1428,zip:[1434,1464]}})