环境 mindspore 2.1.0
自定义了三个损失函数
1.CenterLoss.py
2.CenterTripletLoss
3.triplet_margin_loss
与一个测试函数test_loss.py
三个损失函数py文件均可运行；在test_loss.py中单独使用CenterLoss和TripletMarginLoss均能运行，但是CenterTripletLoss运行时报错
(MindSpore) [ma-user encoder]$/home/ma-user/anaconda3/envs/MindSpore/bin/python /home/ma-user/work/encoder/model/loss/test_loss.py [WARNING] GE_ADPT(1225602,fffe61ffb1e0,python):2024-09-03-16:26:07.635.299 [mindspore/ccsrc/transform/graph_ir/utils.cc:70] FindAdapter] Can't find OpAdapter for FillV2 [WARNING] GE_ADPT(1225602,fffe61ffb1e0,python):2024-09-03-16:26:07.638.913 [mindspore/ccsrc/transform/graph_ir/utils.cc:70] FindAdapter] Can't find OpAdapter for Eye [WARNING] KERNEL(1225602,fffe61ffb1e0,python):2024-09-03-16:26:07.638.987 [mindspore/ccsrc/kernel/framework_utils.cc:523] ParseMetadata] The size of inputs in OpIOInfo should be great than real input. Inputs size in OpIOInfo:0, real input num: 3, node: Default/Eye-op387 [WARNING] KERNEL(1225602,fffe61ffb1e0,python):2024-09-03-16:26:07.639.011 [mindspore/ccsrc/plugin/device/ascend/kernel/aicpu/aicpu_kernel_metadata.cc:53] AicpuMetadataInfo] Aicpu parsed metadata op [Eye] failed. [WARNING] GE_ADPT(1225602,fffe61ffb1e0,python):2024-09-03-16:26:07.644.628 [mindspore/ccsrc/transform/graph_ir/utils.cc:70] FindAdapter] Can't find OpAdapter for Eye [WARNING] KERNEL(1225602,fffe61ffb1e0,python):2024-09-03-16:26:07.644.685 [mindspore/ccsrc/kernel/framework_utils.cc:523] ParseMetadata] The size of inputs in OpIOInfo should be great than real input. Inputs size in OpIOInfo:0, real input num: 3, node: Default/Eye-op388 [WARNING] KERNEL(1225602,fffe61ffb1e0,python):2024-09-03-16:26:07.644.706 [mindspore/ccsrc/plugin/device/ascend/kernel/aicpu/aicpu_kernel_metadata.cc:53] AicpuMetadataInfo] Aicpu parsed metadata op [Eye] failed. Traceback (most recent call last): File "/home/ma-user/work/encoder/model/loss/test_loss.py", line 68, in model.train(10, train_dataset, callbacks=[LossMonitor(10)]) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/train/model.py", line 1066, in train initial_epoch=initial_epoch) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/train/model.py", line 113, in wrapper func(self, *args, **kwargs) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/train/model.py", line 613, in _train self._train_process(epoch, train_dataset, list_callback, cb_params, initial_epoch, valid_infos) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/train/model.py", line 914, in _train_process outputs = self._train_network(*next_element) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 664, in call raise err File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 660, in call output = self._run_construct(args, kwargs) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 444, in _run_construct output = self.construct(*cast_inputs, **kwargs) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/wrap/cell_wrapper.py", line 422, in construct return self._no_sens_impl(*inputs) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/wrap/cell_wrapper.py", line 437, in _no_sens_impl loss = self.network(*inputs) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 664, in call raise err File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 660, in call output = self._run_construct(args, kwargs) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 444, in _run_construct output = self.construct(*cast_inputs, **kwargs) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/wrap/cell_wrapper.py", line 123, in construct return self._loss_fn(out, label) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 664, in call raise err File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 660, in call output = self._run_construct(args, kwargs) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 444, in _run_construct output = self.construct(*cast_inputs, **kwargs) File "/home/ma-user/work/encoder/model/loss/CenterTripletLoss.py", line 22, in construct return self.triplet_loss_fn(embeddings,labels) + self.alpha * self.center_loss_fn(embeddings,labels) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 664, in call raise err File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 660, in call output = self._run_construct(args, kwargs) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/nn/cell.py", line 444, in _run_construct output = self.construct(*cast_inputs, **kwargs) File "/home/ma-user/work/encoder/model/loss/CenterLoss.py", line 16, in construct for label in y: File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/common/tensor.py", line 456, in getitem out = tensor_operator_registry.get('getitem')(self, index) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/ops/composite/multitype_ops/_compile_utils.py", line 182, in _tensor_getitem self, index) File "/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages/mindspore/ops/operations/inner_ops.py", line 2556, in call return Tensor.getitem_index_info(data, index, self.is_ascend) RuntimeError: Query kernel type failed, node name: Default/Eye-op388, node info: @kernel_graph_201:[CNode]7{[0]: ValueNode Eye, [1]: ValueNode Tensor(shape=[], dtype=Int64, value=16), [2]: ValueNode Tensor(shape=[], dtype=Int64, value=16), [3]: ValueNode Tensor(shape=[], dtype=Int64, value=43)}
- C++ Call Stack: (For framework developers)
mindspore/ccsrc/plugin/device/ascend/hal/hardware/ge_kernel_executor.cc:272 OptimizeGraph