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9,1420,1421,1428,1429,1430],"short":[30,38,709,804,930,974,975,1081,1295,1323,1373,1381,1387,1388,1397,1408,1410,1415,1416,1419,1427],"static":[4,20,21,570,571,1371,1372,1373,1374,1396,1402,1405,1408,1410,1415,1429],"super":[16,38,805,809,812,815,817,818,819,1001,1002,1003,1011,1012,1013,1014,1167,1242,1371,1373,1374,1375,1392,1397,1400,1402,1404,1407],"switch":[10,16,37,38,1096,1134,1175,1284,1356,1380,1387,1403],"throw":[18,37,38,128,150,251,256,455,457,494,520,793,807,840,857,873,877,1001,1171,1173,1174,1206,1213,1253,1356,1399,1410],"transient":1412,"true":[1,2,3,4,6,11,16,17,18,21,23,34,37,38,96,131,141,191,249,256,257,258,259,260,261,262,263,264,265,266,267,268,276,321,325,327,370,382,393,399,409,416,417,467,468,479,482,493,498,502,511,516,521,538,543,544,545,546,548,556,558,561,570,572,573,577,578,579,580,581,582,583,584,585,586,587,588,594,596,599,601,602,603,609,610,616,617,618,624,633,703,708,713,714,715,729,737,738,740,742,759,761,771,772,773,785,789,790,791,792,793,794,795,796,797,798,799,800,801,802,803,804,807,810,811,812,817,818,819,821,823,826,831,832,835,836,839,841,843,845,847,848,849,851,852,854,855,856,859,868,869,870,871,874,876,877,879,881,885,886,888,889,891,894,899,906,908,911,915,916,917,918,919,920,921,922,923,924,925,926,927,928,930,935,936,937,938,939,940,941,943,945,946,947,949,950,953,954,956,957,958,959,964,967,968,969,970,971,972,973,974,975,976,977,978,979,980,981,982,983,984,985,986,988,992,993,994,995,996,997,998,999,1001,1004,1005,1006,1007,1008,1010,1015,1016,1017,1018,1031,1032,1039,1043,1045,1047,1048,1049,1052,1053,1062,1064,1065,1066,1069,1070,1072,1073,1074,1075,1076,1077,1080,1081,1082,1083,1084,1087,1088,1089,1091,1092,1096,1098,1100,1106,1107,1108,1131,1139,1164,1165,1167,1171,1172,1175,1178,1181,1182,1183,1195,1203,1204,1205,1206,1207,1208,1210,1211,1212,1213,1219,1220,1221,1222,1223,1224,1225,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1240,1241,1242,1243,1244,1246,1248,1255,1257,1258,1261,1284,1287,1291,1292,1295,1297,1301,1308,1311,1321,1322,1323,1326,1327,1331,1337,1341,1345,1353,1354,1356,1357,1358,1359,1365,1369,1372,1373,1374,1379,1380,1381,1382,1386,1387,1388,1390,1391,1392,1393,1394,1395,1396,1397,1399,1400,1402,1403,1404,1405,1407,1408,1409,1410,1411,1413,1415,1416,1417,1418,1419,1420,1421,1423,1424,1425,1426,1427,1428,1429],"try":[4,5,7,18,24,25,29,32,683,811,812,817,930,935,936,937,938,939,940,1052,1072,1073,1074,1075,1076,1077,1081,1171,1225,1369,1371,1374,1375,1387,1392,1393,1394,1398,1402,1404,1407,1410],"var":[2,25,30,32,35,925,926,927,958,959,967,968,969,976,1039,1093,1359,1372,1374,1381],"void":[39,1396],"while":[1,4,8,11,16,17,18,21,37,38,545,546,565,687,807,809,817,818,842,851,859,904,915,931,965,967,968,969,1001,1007,1031,1039,1043,1115,1171,1192,1193,1194,1196,1197,1198,1199,1213,1375,1382,1386,1387,1390,1393,1394,1397,1398,1399,1403,1405,1407,1410,1412,1413,1417,1418,1419],AND:[599,868,1374,1387],AWS:24,Abs:1402,And:[689,690,823,886,891,930,1387,1392,1401,1402,1407,1429],But:[2,7,37,408,817,842,1171,1387,1392,1393,1394,1404,1405,1417,1428],CCs:11,Doing:[12,1404],For:[1,2,4,5,6,7,8,10,11,12,16,17,18,21,23,29,30,32,33,35,37,38,131,153,185,220,243,245,261,277,393,403,414,420,430,432,433,497,511,523,537,538,539,540,541,543,548,585,595,599,600,601,602,605,618,665,667,672,691,692,709,725,726,727,728,729,730,731,732,733,735,736,737,738,739,740,741,742,759,787,807,814,815,817,818,833,842,847,848,850,857,859,866,873,874,882,883,889,893,915,919,923,924,932,933,934,935,936,937,938,939,940,944,949,950,951,952,956,958,965,974,1001,1004,1005,1006,1015,1016,1022,1023,1024,1025,1026,1031,1036,1050,1051,1055,1072,1073,1074,1096,1132,1134,1153,1167,1171,1180,1203,1204,1205,1207,1213,1219,1220,1221,1222,1223,1224,1225,1230,1231,1232,1233,1234,1243,1314,1318,1327,1338,1340,1361,1362,1369,1370,1371,1374,1376,1381,1382,1383,1386,1387,1388,1389,1390,1392,1393,1394,1395,1397,1398,1399,1402,1403,1404,1405,1406,1407,1408,1410,1411,1412,1413,1415,1416,1417,1418,1419,1420,1426,1428,1429],Going:38,Has:[964,993,1006,1052,1088,1107,1164,1166,1259,1260,1320,1426],IDE:38,IDEs:38,IDs:1409,IRs:1374,Its:[20,38,639,750,807,854,855,1001,1213,1219,1220,1221,1222,1223,1224,1225,1228,1231,1232,1233,1234,1360,1374,1391],LHS:1402,NFS:18,NOT:[18,23,32,33,34,600,869,1171,1184,1185,1186,1187,1188,1189,1190,1191,1200,1402,1412,1413],Not:[33,857,873,906,1371,1373,1374,1375,1392,1402,1408,1410],One:[4,11,18,38,531,604,1052,1133,1180,1237,1243,1265,1266,1371,1374,1382,1388,1389,1392,1396,1405,1412,1418],Ops:[5,1390,1407,1419],PRs:[7,8],RHS:[878,1402],Such:[11,16,37,1331,1357,1413],That:[23,30,33,38,857,873,875,1356,1378,1392,1393,1400,1404,1410,1420],The:[1,2,4,6,8,10,11,12,16,17,18,20,21,22,23,24,25,26,29,30,31,32,33,34,37,39,96,131,141,153,186,221,241,243,245,249,323,325,327,370,405,408,409,414,416,419,420,430,432,450,456,511,523,524,531,535,536,538,539,540,541,544,545,546,565,566,570,571,572,579,581,582,583,584,585,586,590,596,597,598,599,600,601,602,603,610,611,617,624,626,633,640,655,663,664,672,683,684,685,696,697,698,699,700,702,708,709,710,712,714,725,726,727,728,729,730,731,732,733,734,735,736,737,738,739,740,741,742,744,753,755,756,757,761,762,771,772,773,774,775,777,779,781,782,783,784,787,804,807,809,811,813,814,815,817,818,821,822,826,827,831,832,833,835,836,837,838,839,840,841,842,843,845,846,847,848,849,850,852,853,855,856,858,859,874,875,876,877,878,880,881,882,883,885,889,898,899,904,907,908,911,912,913,914,915,916,917,918,919,920,921,922,923,924,925,926,927,928,930,935,936,937,938,939,940,941,943,944,949,950,952,953,954,956,957,958,959,963,964,965,967,968,969,970,971,973,974,975,976,977,978,979,980,981,982,983,984,985,986,988,991,992,993,994,995,996,1001,1004,1006,1008,1015,1016,1018,1019,1028,1029,1031,1039,1042,1043,1048,1049,1051,1052,1062,1065,1066,1081,1087,1088,1089,1091,1092,1095,1096,1098,1107,1108,1131,1134,1148,1164,1167,1169,1170,1171,1173,1174,1175,1176,1177,1178,1180,1182,1184,1185,1186,1187,1188,1189,1190,1191,1193,1194,1196,1197,1200,1206,1208,1210,1212,1213,1214,1222,1223,1231,1233,1235,1236,1237,1238,1239,1240,1241,1242,1244,1248,1251,1254,1257,1261,1263,1265,1267,1272,1274,1276,1279,1284,1289,1290,1295,1296,1311,1314,1318,1323,1327,1328,1331,1333,1337,1339,1340,1341,1343,1344,1346,1347,1348,1349,1355,1356,1357,1360,1361,1365,1369,1371,1372,1373,1375,1376,1378,1379,1380,1381,1382,1385,1386,1387,1388,1389,1390,1391,1392,1393,1394,1395,1396,1397,1398,1399,1400,1401,1402,1403,1404,1405,1406,1407,1408,1409,1410,1411,1412,1413,1414,1415,1416,1418,1419,1420,1421,1426,1429,1430],Their:700,Then:[2,38,952,1051,1179,1388,1391,1392,1399,1402,1403,1404,1410,1411],There:[2,7,8,15,18,32,38,944,974,1016,1369,1371,1373,1374,1382,1387,1390,1392,1393,1396,1398,1401,1402,1404,1407,1410,1412,1419,1421,1429],These:[1,3,4,11,12,16,18,21,38,804,807,896,915,1167,1370,1371,1372,1373,1374,1381,1382,1383,1386,1387,1390,1391,1392,1397,1400,1402,1404,1407,1410,1411,1416,1421,1428],Use:[2,16,18,23,32,615,633,763,819,849,944,1033,1039,1151,1160,1165,1171,1213,1381,1382,1398,1399,1403,1406,1407,1410,1411,1418,1419],Used:[4,16,39,1289,1408,1416],Useful:[25,32,659,916,917,918,953,954,994,995,996,1091,1092,1404,1416,1419],Uses:[32,633,1375],Using:[16,18,21,25,29,38,572,795,817,847,946,947,1013,1014,1028,1171,1242,1371,1387,1392,1394,1397,1398,1404,1406,1407,1410,1413],WITH:1402,Will:[9,18,38,1314,1373,1382,1408],With:[16,21,37,818,925,926,927,936,937,939,940,967,968,969,976,1039,1050,1052,1073,1076,1107,1132,1164,1231,1265,1375,1390,1392,1402,1410,1418,1426],Yes:1402,__abs__:1374,__add__:1392,__and__:1372,__array_function__:1392,__bool__:[38,1372,1374],__bytes__:1375,__complex__:1372,__config__:[1370,1389],__constants__:[1371,1373],__contains__:1374,__del__:1375,__dict__:[1235,1236,1237,1238,1239,1240,1241,1242,1244],__enter__:1374,__exit__:[38,1374,1404],__file__:[1369,1401,1404],__float__:1372,__format__:1375,__get__:1428,__getitem__:[16,1356],__hash__:1375,__hex__:1372,__iand__:1372,__ilshift__:1372,__import__:[1374,1404],__index__:1374,__init__:[2,16,21,38,805,808,809,812,815,817,818,819,1001,1002,1003,1011,1012,1167,1371,1373,1374,1392,1393,1397,1400,1402,1404,1407,1418],__int__:1372,__ior__:1372,__irshift__:1372,__iter__:[16,1375],__ixor__:1372,__len__:[16,38,1372],__lshift__:1372,__lt__:1374,__main__:[16,24,25,1388,1391,1398,1401,1411],__matmul__:1,__module__:1428,__name__:[16,24,25,1391,1392,1398,1401,1404,1411],__new__:[1373,1375],__oct__:1372,__or__:1372,__pow__:1,__qualname__:23,__r:1375,__rdiv__:1,__reduce__:1404,__reduce_package__:1404,__repr__:[4,1392],__rpow__:1,__rshift__:1372,__rtruediv__:1,__slots__:1375,__str__:[38,1372,1374],__torch__:[1372,1374],__torch_function__:[38,1428],__torch_package__:1404,__xor__:1372,_annotatednamedtupl:1374,_assign_worker_rank:23,_back:[934,1026,1134],_bottom:[933,934,1023,1025,1026,1055,1134],_call:21,_caller:1409,_cat:21,_channel:[935,936,937,938,939,940,959,1064,1065,1066,1072,1073,1074,1075,1076,1077,1410,1426],_class:915,_compilation_unit:[817,818],_cudadeviceproperti:653,_data:4,_debug_only_display_vmap_fallback_warn:[578,580],_dependentproperti:21,_devices_kw:1409,_dim:[949,1426],_distributed_c10d:[17,18],_distributed_rpc:1410,_embed:1426,_exit_barri:23,_ext:1401,_extra_fil:[806,807,813,814,1396],_factor:[1013,1014,1052,1053,1054],_featur:[915,928,986,988,1068,1113,1426,1427],_fft:[1323,1372],_force_outplac:[817,818],_fork:[1374,1389],_formatt:1295,_forward_cl:2,_frames_up:815,_front:[934,1026,1134],_get_overridable_funct:1392,_get_testing_overrid:1392,_glibcxx_use_cxx11_abi:625,_greaterthan:21,_greaterthaneq:21,_growth_track:1,_halfopeninterv:21,_head:1007,_if_scalar_type_a:1402,_in:1385,_independentconstraint:21,_index:1008,_indic:[1314,1413],_initialize_work:23,_instanc:21,_int:[723,724],_integerinterv:21,_interv:21,_invers:21,_key_padding_mask:1043,_layer:[956,974,1016],_left:[932,933,934,1022,1023,1024,1025,1026,1055,1134],_length:[596,603,772,773,804,930,1323],_lessthan:21,_like:1419,_linalg:1372,_linewidth:4,_load_from_state_dict:1001,_log:1374,_log_api_usage_onc:1396,_mask:[1043,1184,1185,1186,1187,1188,1189,1190,1191,1192,1193,1194,1196,1197,1198,1199,1200],_max:[723,724],_metadata:[1001,1392],_min:[723,724],_mode:1385,_module_class:[817,818],_monitor_work:23,_multinomi:21,_namedtupleannot:1374,_nn:1372,_onnx_main_opset:1402,_onnx_stable_opset:1402,_orig:[1184,1185,1186,1187,1188,1189,1190,1191,1192,1193,1194,1196,1197,1198,1199,1200],_out:[1385,1387,1394],_output:1387,_pad:[938,939,940],_point:[723,724],_random_sampl:[953,954,1372],_rcb:815,_rendezv:23,_resnet18:1369,_restart_work:23,_retain_param_nam:1402,_right:[932,933,934,1022,1023,1024,1025,1026,1055,1134],_run_process:1411,_safe_foo:11,_sampl:899,_scalar:1402,_set_rpc_timeout:1410,_shape:976,_shutdown:23,_size:[920,921,922,935,936,937,938,939,940,952,956,957,972,973,974,975,994,995,996,997,998,999,1016,1018,1051],_slope:[987,1111,1385],_sparse_csr_tensor:1413,_special:1372,_spectralnorm:1178,_stack:21,_stacklevel:[1115,1151,1152,1372],_start_work:23,_stop_work:23,_sync_param:1391,_sysimport:1404,_tensor:[2,100],_tensor_str:1295,_to_sparse_csr:1413,_top:[933,934,1023,1025,1026,1055,1134],_transport:1410,_unannotatednamedtupl:1374,_use_new_zipfile_seri:1284,_valu:[620,915,1176,1314,1392,1413],_version:[587,785],_wait:[1374,1389],_weight:[949,950,1426],_with_arg:1429,a3c:1398,a_0:822,a_1:822,a_big:[852,1327,1331],a_dict:1373,a_expr:1374,a_float32:1,a_ful:1390,a_i:[1048,1049],a_inv:854,a_l:879,a_lu:[877,878,879],a_n:822,a_tensorinv:854,a_tupl:1373,a_u:879,aaa:1418,ab_fp32:1390,ab_ful:1390,ab_tf32:1390,abbrevi:673,abc:[1203,1374],abi:[11,12],abil:[8,1284,1396,1404],abl:[3,7,32,805,814,1043,1171,1371,1381,1387,1392,1400,1402,1404,1407,1410],abnorm:[1380,1398],abort:18,about:[2,8,13,16,23,25,29,31,33,38,186,419,524,585,586,649,665,667,668,670,671,672,673,677,678,679,831,836,875,950,1203,1242,1369,1371,1373,1374,1389,1390,1392,1393,1396,1398,1400,1402,1404,1406,1407,1410,1411,1412,1413,1417,1419,1420],abov:[2,4,12,18,21,25,32,34,38,596,603,618,696,697,698,699,762,772,773,781,782,807,808,822,833,835,836,845,847,851,852,855,856,859,923,952,1001,1028,1036,1051,1167,1214,1237,1257,1265,1266,1295,1323,1344,1346,1347,1348,1349,1369,1371,1373,1374,1387,1388,1389,1390,1392,1394,1397,1399,1400,1402,1404,1410,1411,1412,1413,1420],abridg:1393,abruptli:1380,abs:[21,41,42,533,613,616,833,843,844,847,856,859,974,1020,1043,1049,1051,1136,1210,1213,1243,1248,1251,1372,1374,1381,1382,1390,1397,1402,1419],abs_:[43,1372,1381,1419],absent:1391,absolut:[8,10,11,38,43,532,544,585,586,797,830,834,845,850,965,971,1031,1105,1109,1149,1187,1188,1190,1191,1193,1196,1197,1198,1199,1213,1251,1298,1372,1397,1402,1414,1419,1420],absolute_:1372,abstransform:21,acceler:[7,17,925,926,927,1039,1219,1395],accept:[7,8,18,96,430,570,571,572,575,584,615,756,807,810,943,1001,1008,1028,1189,1203,1204,1374,1382,1392,1402,1403,1408,1410,1416,1418],access:[8,16,18,37,576,636,807,809,817,915,1001,1167,1173,1174,1182,1204,1219,1220,1221,1222,1223,1224,1225,1230,1231,1232,1233,1234,1371,1372,1374,1375,1378,1380,1382,1387,1390,1393,1394,1396,1397,1410,1413,1416,1417,1419,1430],accident:7,accommod:[997,998,999],accompani:7,accomplish:[7,1397],accord:[2,23,597,607,706,776,851,881,899,915,950,1167,1171,1184,1185,1186,1187,1188,1189,1190,1191,1237,1242,1315,1338,1363,1374,1382,1385,1397,1399,1401,1402,1404,1412,1420,1429],accordingli:[38,357,974,1182,1410],account:[5,30,38,1171,1389,1413],accumul:[1,2,96,221,243,248,249,393,537,572,584,1171,1356,1371,1372,1387,1390,1391,1393,1403,1410,1411,1413],accumulategrad:[2,1387],accur:[25,633,862,1261,1390,1402,1411],accuraci:[1,17,1386,1407,1408,1418,1429],achiev:[16,17,18,21,807,930,1001,1008,1098,1171,1390,1396,1402,1404,1410,1412],ack:1412,acknowledg:1412,aco:[1,45,550,1372,1381,1402,1420],acos_:[1372,1381],acosh:[47,71,551,1372,1381],acosh_:[72,1372,1381],acquaint:7,acquir:[34,38,1397,1412,1413],acquisit:34,across:[16,17,18,20,23,33,38,523,557,592,641,671,672,709,723,814,817,943,944,952,989,1009,1039,1051,1067,1098,1114,1160,1171,1189,1193,1213,1284,1370,1371,1381,1387,1390,1391,1393,1396,1398,1399,1405,1410,1411,1415,1418,1429],act:[21,23,30,924,1002,1003,1012,1184,1185,1186,1187,1188,1189,1190,1191,1192,1194,1196,1197,1198,1199,1200,1356,1390,1397,1399,1429],action:[8,18,21,23,26,38,1390,1404,1406,1412],activ:[2,6,7,34,659,672,859,919,946,947,959,976,1000,1002,1019,1029,1043,1045,1047,1089,1126,1148,1180,1181,1182,1378,1380,1392,1397,1403,1405,1406,1407,1408,1410,1420,1429],activation_fp32:1407,active_byt:672,actual:[2,23,25,38,727,741,750,817,938,939,940,1096,1171,1194,1237,1369,1373,1374,1381,1387,1390,1391,1392,1394,1398,1401,1402,1407,1410,1413,1420,1429],actual_input_1:1402,acycl:1387,adagrad:[949,1410],adam:[8,9,20,21,1223,1224,1234,1403],adapt:[4,912,913,914,915,916,917,918,945,1056,1057,1058,1059,1060,1061,1220,1221,1237,1390,1408,1426],adaptive_avg_pool1d:[1372,1392,1402],adaptive_avg_pool2d:[1372,1392,1402,1408,1426],adaptive_avg_pool3d:[1372,1392,1402],adaptive_max_pool1d:[1372,1392,1402],adaptive_max_pool1d_with_indic:[1372,1392],adaptive_max_pool2d:[1372,1402],adaptive_max_pool2d_with_indic:1372,adaptive_max_pool3d:[1372,1402],adaptive_max_pool3d_with_indic:1372,adaptiveavgpool1d:1056,adaptiveavgpool2d:[1057,1356,1426],adaptiveavgpool3d:[1058,1356],adaptivelogsoftmaxwithloss:1376,adaptivemaxpool1d:1059,adaptivemaxpool2d:[1060,1356],adaptivemaxpool3d:1061,add:[1,2,4,7,12,13,16,18,20,29,32,37,38,49,221,243,430,432,537,538,539,542,640,807,815,915,930,935,936,937,938,939,940,980,981,982,983,984,985,1001,1003,1007,1008,1012,1015,1098,1139,1167,1169,1170,1171,1182,1184,1185,1186,1187,1188,1189,1190,1191,1219,1220,1221,1222,1223,1224,1225,1226,1231,1232,1233,1234,1319,1369,1371,1372,1373,1374,1378,1381,1386,1388,1389,1392,1396,1402,1404,1406,1407,1408,1410,1411,1412,1413,1416,1417,1418,1426,1428,1429],add_1:38,add_2:38,add_:[18,153,1372,1381,1388,1413],add_argu:[18,1390],add_audio:1418,add_bias_kv:1007,add_custom_scalar:1418,add_done_callback:37,add_embed:1418,add_figur:1418,add_graph:1418,add_histogram:1418,add_hparam:1418,add_imag:1418,add_mesh:1418,add_metadata:1406,add_metadata_json:1406,add_modul:[807,1001],add_observer_:[1408,1429],add_param_group:[20,1219,1220,1221,1222,1223,1224,1225,1231,1232,1233,1234],add_pr_curv:1418,add_pruning_method:1189,add_quant_dequ:[1408,1429],add_relu:1426,add_scalar:[1418,1426],add_stat_valu:1374,add_submodul:38,add_text:1418,add_video:1418,add_zero_attn:[1007,1372],addbackward0:[1397,1400],addbmm:[1,51,595,1372],addbmm_:1372,addcdiv:[1,53,1372],addcdiv_:1372,addcmul:[1,55,1372],addcmul_:1372,added:[4,7,11,17,18,20,29,37,38,249,393,432,536,537,538,539,540,541,542,595,807,920,921,922,925,926,927,935,936,937,938,939,940,952,959,967,968,969,976,977,978,979,980,981,982,983,984,985,994,995,996,997,998,999,1001,1007,1015,1028,1039,1043,1051,1075,1076,1077,1093,1168,1169,1170,1171,1172,1189,1219,1220,1221,1222,1223,1224,1225,1226,1231,1232,1233,1234,1309,1319,1371,1373,1396,1397,1402,1404,1414,1418,1420,1429],adder:[581,583],addglobalcallback:1396,adding:[16,18,29,38,243,549,709,864,924,1008,1192,1193,1194,1196,1197,1198,1199,1231,1369,1371,1373,1382,1386,1392,1394,1402,1404,1407],addit:[1,2,4,7,8,11,12,18,21,26,32,33,37,38,261,430,514,672,804,807,810,915,923,924,925,926,927,928,929,938,939,940,948,950,955,958,960,961,962,963,965,967,968,969,970,971,983,984,985,986,987,988,989,990,991,992,997,998,999,1000,1001,1009,1015,1019,1020,1021,1027,1029,1030,1031,1032,1033,1035,1036,1037,1038,1039,1040,1041,1042,1043,1049,1068,1075,1076,1077,1113,1171,1225,1353,1354,1361,1371,1373,1374,1381,1382,1387,1389,1390,1392,1396,1398,1401,1402,1406,1407,1408,1410,1411,1412,1413,1417,1420,1426,1429],addition:[16,17,18,21,96,430,572,810,915,967,968,969,1393,1421],additional_fuser_method_map:1429,addmm:[1,57,1319,1372,1381,1402,1413],addmm_:[1,1372,1381,1413],addmod:809,addmv:[1,59,1372,1381],addmv_:[1372,1381],addr:[1,61,1372],addr_:1372,address:[16,18,32,148,585,586,1380,1410,1411],adher:[8,18,1374],adjac:[549,604,946,947,1270],adject:1413,adjust:[18,963,1389],admit:[32,33,1390],adopt:[8,18,1423,1424,1425,1426,1427],advanc:[6,12,16,17,19,23,1043,1045,1047,1212,1382,1390,1395,1398,1402,1417,1418],advantag:[18,32,924,965,1393,1410,1413],adventur:1402,adversari:[1178,1208],advic:7,advis:[23,523,549,560,1398],advisori:7,affect:[1,2,7,15,153,154,573,587,588,594,634,713,764,785,807,974,1001,1016,1052,1107,1164,1211,1292,1386,1387,1390,1394,1397,1399,1415,1426],affin:[21,394,395,396,397,398,925,926,927,959,967,968,969,976,977,978,979,1039,1062,1390,1397,1426],affine_grid:[1096,1372],affine_grid_gener:1372,affinetransform:21,aforement:1398,after:[1,7,11,16,17,18,20,32,34,37,38,191,572,574,633,659,707,793,807,810,846,882,911,944,986,1001,1004,1062,1096,1167,1169,1171,1184,1188,1190,1236,1237,1242,1243,1323,1364,1369,1373,1374,1380,1385,1386,1387,1390,1391,1393,1394,1396,1397,1398,1403,1404,1406,1407,1410,1411,1412,1414,1416,1418,1429],afterward:[2,1001,1167,1171],again:[1,6,16,18,23,899,1387],against:[5,18,23,32,549,585,586,735,739,740,742,759,807,817,818,1001,1374,1404],agent:[19,24,25,26,29,31,33,34,1410],aggreg:[17,18,25,950,1088,1171,1193],aggress:[2,804,1387],agnost:[4,32,1096,1382],agre:[32,849,1412],agument:1428,ahead:[7,1370,1407],aid:[7,38,1387],aidan:[1043,1045,1047],ail:9,ailzhang:9,aim:7,ainv:854,aka:[591,965,1387,1416],akin:1396,alban:9,alband:9,albeit:1394,alex:9,alexandr:1357,alfredo:9,algebra:[9,709,848,1377],algorithm:[3,4,7,10,14,17,20,21,23,39,615,804,840,844,848,859,930,935,936,937,938,939,940,952,956,974,1016,1051,1052,1072,1073,1074,1075,1076,1077,1081,1096,1107,1164,1171,1220,1221,1222,1223,1224,1225,1231,1232,1234,1248,1327,1328,1356,1387,1410,1413,1426],alia:[21,42,43,125,126,331,358,359,366,533,550,551,552,553,554,555,621,695,704,716,717,718,720,721,743,763,769,770,788,805,828,829,872,884,895,900,910,977,978,979,980,981,982,983,984,985,986,1050,1174,1203,1215,1245,1249,1282,1299,1305,1325,1329,1330,1350,1374,1419],alias:[1373,1374,1392],alic:1405,alican:9,alicanb:9,align:[17,709,846,922,930,956,970,974,995,996,1016,1052,1081,1107,1108,1164,1213,1233,1235,1381,1387,1394,1414,1426,1429],align_a:[1372,1381,1382],align_corn:[1052,1053,1062,1096,1107,1164,1165,1372,1426],align_tensor:1372,align_to:[1372,1381,1382],aliv:[16,23,32,1393,1398,1410,1411,1412],all:[1,2,4,6,7,8,10,11,12,16,17,18,20,21,23,25,29,30,31,32,33,34,35,37,38,39,96,191,243,245,261,408,430,432,458,472,514,517,531,537,538,544,547,548,557,570,571,572,574,575,578,579,580,581,582,583,584,585,586,591,592,593,597,604,606,611,612,620,624,631,633,634,635,639,640,649,656,657,663,664,671,672,677,678,680,681,685,688,708,726,727,728,729,733,734,738,740,742,759,778,803,804,807,813,814,815,817,835,858,877,886,888,890,891,902,904,905,906,915,922,924,928,930,933,934,935,936,937,938,939,940,944,949,950,952,956,957,958,959,964,970,971,974,975,988,992,996,997,998,999,1001,1002,1003,1004,1005,1006,1007,1008,1009,1011,1012,1016,1018,1022,1023,1024,1025,1026,1039,1043,1045,1047,1048,1051,1055,1062,1068,1088,1093,1098,1117,1118,1151,1167,1168,1169,1170,1171,1175,1189,1193,1203,1207,1212,1213,1214,1219,1220,1221,1222,1223,1224,1225,1228,1230,1231,1232,1233,1234,1237,1240,1243,1244,1255,1312,1313,1314,1318,1320,1321,1322,1323,1326,1331,1338,1340,1346,1347,1348,1349,1352,1354,1358,1359,1361,1364,1369,1371,1372,1373,1374,1378,1380,1381,1382,1386,1387,1389,1390,1391,1392,1393,1394,1395,1397,1398,1399,1400,1401,1402,1404,1405,1406,1407,1408,1409,1410,1411,1412,1413,1415,1416,1418,1420,1428,1429],all_gath:18,all_gather_multigpu:18,all_gather_object:18,all_input_nod:38,all_reduc:[18,34],all_reduce_multigpu:18,all_to_al:18,allclos:[38,585,586,726,728,729,732,733,737,738,740,742,831,835,836,839,849,851,854,855,1182,1257,1331,1372,1402],allevi:1405,alloc:[2,5,10,17,21,23,32,185,258,408,634,648,649,665,667,668,670,671,672,673,678,679,683,710,712,1269,1337,1380,1387,1390,1391,1395,1406,1416],allocated_byt:672,allow:[1,2,4,7,8,10,11,12,16,17,18,21,23,24,32,33,38,96,430,572,584,585,610,624,683,709,807,811,819,846,864,920,921,922,944,958,994,995,996,1001,1004,1007,1028,1043,1171,1176,1212,1232,1356,1369,1373,1374,1381,1382,1386,1387,1388,1389,1390,1391,1392,1394,1395,1396,1397,1398,1400,1402,1403,1404,1405,1406,1407,1408,1410,1413,1416,1417,1418,1429],allow_empti:1404,allow_list:1429,allow_tf32:[3,1372,1390],allow_unreach:2,allow_unus:[584,1372],allreduc:[17,18,1171,1391],allreduce_hook:17,almost:1401,alon:[1373,1404],along:[1,11,16,18,20,21,25,32,243,245,247,414,430,432,433,537,558,559,619,631,639,641,700,707,709,725,730,731,735,736,739,745,759,778,784,787,823,897,907,916,917,918,942,953,954,991,994,995,996,1033,1035,1062,1079,1091,1092,1095,1098,1115,1132,1151,1152,1188,1190,1197,1198,1207,1212,1219,1220,1221,1222,1223,1224,1225,1226,1231,1232,1233,1234,1242,1258,1275,1276,1279,1308,1310,1312,1315,1320,1334,1338,1341,1344,1352,1364,1369,1373,1388,1392,1393,1396,1397,1404,1407,1429],alongsid:[807,1001],alpha:[21,48,49,50,51,56,57,58,59,60,61,97,98,243,466,473,474,475,476,536,537,540,541,542,595,772,919,929,948,989,1027,1063,1071,1085,1086,1096,1114,1146,1219,1231,1309,1319,1324,1325,1372,1387,1392,1402,1426],alpha_dropout:1372,alpha_dropout_:1372,alpha_f:1402,alphabet:[709,1081,1410],alphadropout:1063,alreadi:[1,2,10,16,17,18,32,37,38,130,139,141,385,408,437,493,511,512,561,657,807,858,1001,1170,1171,1203,1352,1353,1369,1371,1379,1381,1382,1386,1387,1392,1394,1398,1402,1403,1404,1411,1412,1415,1417,1429],also:[1,2,3,4,6,7,8,10,11,12,16,17,18,21,29,32,37,38,100,150,153,154,185,251,430,432,455,520,570,573,576,587,588,596,603,672,691,692,708,713,729,759,762,764,772,773,785,807,809,810,812,817,831,832,833,834,835,836,837,838,839,840,841,842,843,844,845,848,849,850,851,852,853,890,896,897,904,915,923,925,926,927,935,936,937,938,939,940,943,950,952,956,974,1001,1008,1016,1029,1031,1039,1048,1049,1051,1075,1076,1077,1096,1133,1148,1167,1171,1180,1192,1194,1196,1197,1198,1199,1211,1239,1242,1246,1267,1284,1290,1311,1318,1327,1334,1353,1354,1365,1369,1370,1371,1373,1374,1378,1380,1381,1382,1385,1386,1387,1389,1390,1391,1392,1393,1394,1395,1396,1397,1398,1400,1401,1402,1403,1404,1405,1407,1408,1410,1411,1413,1414,1417,1418,1419,1420,1421,1428,1429],alter:1386,altern:[2,16,18,38,813,858,1028,1045,1047,1115,1171,1218,1368,1369,1375,1386,1397,1399,1401,1402,1429],although:[7,21,38,634,938,939,940,1001,1009,1171,1370,1374,1386,1392,1405,1407,1413],altogeth:[1219,1220,1221,1222,1223,1224,1225,1230,1231,1232,1233,1234],alwai:[1,11,13,16,17,18,30,34,38,266,370,575,584,596,603,613,696,703,725,726,728,729,730,736,737,738,739,741,744,748,772,773,807,814,817,832,835,836,837,838,840,841,844,847,848,849,850,852,854,875,904,923,925,926,927,944,967,968,969,977,978,979,1001,1036,1039,1167,1171,1203,1287,1297,1323,1327,1337,1353,1356,1374,1380,1387,1388,1389,1390,1391,1392,1394,1396,1402,1404,1405,1409,1410,1412,1413,1416,1419],amatch:1404,amax:[546,1372],amazonaw:[1369,1379,1401],ambigu:[21,38,793,938,939,940,952,997,998,999,1052,1374],amd:1395,amelior:4,amin:[545,1372],among:[16,17,18,20,21,32,637,638,641,944,1214,1374,1402],amort:4,amount:[2,4,5,7,18,23,32,38,586,649,667,668,672,804,935,936,937,938,939,940,952,989,1004,1051,1187,1188,1190,1191,1193,1195,1196,1197,1198,1199,1200,1382,1387,1389,1390,1393,1395,1410],amp:[1370,1386],amper:3,amplitud:[1237,1242],amsgrad:[1222,1223],an_error:1373,anaconda:1401,analag:1397,analog:[4,38,544,587,730,768,785,1233,1327,1340],analysi:[4,38,821,1248,1375],analyt:[21,585,586],analyz:[4,38,1391,1392],ancestor:1412,anchor:[38,1048,1049,1161,1162,1372],anchor_id:1049,and_expr:1374,and_test:1374,andrea:859,andrew:859,angl:[21,565,693,834,850,987,1251,1262,1298,1372],ani:[1,2,4,5,6,7,8,10,11,16,17,18,21,23,25,26,30,31,32,33,37,38,96,185,420,457,549,571,572,576,578,580,584,585,586,607,611,612,633,659,725,726,728,729,730,734,736,737,738,753,806,807,810,812,814,815,817,823,831,833,835,836,840,842,843,844,847,851,852,856,912,913,914,916,917,918,919,923,924,928,929,935,936,937,944,945,948,952,955,958,960,961,962,963,964,965,966,970,971,987,988,990,991,992,1000,1001,1009,1015,1019,1020,1021,1027,1028,1029,1030,1031,1032,1033,1035,1036,1037,1038,1040,1041,1042,1049,1051,1068,1072,1073,1074,1113,1132,1133,1167,1171,1179,1184,1185,1186,1187,1188,1189,1190,1191,1194,1204,1205,1207,1213,1237,1270,1284,1293,1295,1321,1322,1327,1358,1359,1369,1371,1372,1373,1378,1380,1381,1382,1386,1387,1389,1390,1392,1394,1395,1396,1397,1398,1399,1402,1404,1407,1410,1411,1412,1413,1418,1420,1426,1428,1429],anm:709,anneal:[1235,1236,1242,1403],anneal_epoch:1403,anneal_strategi:[1242,1403],annihil:1242,annot:[2,25,30,38,589,1371,1373,1375,1410],annotated_assignment_stmt:1374,announc:32,anoth:[2,7,16,17,18,21,38,408,633,634,835,836,839,852,949,950,1002,1011,1167,1178,1371,1373,1374,1386,1387,1389,1390,1392,1397,1398,1401,1402,1404,1405,1411,1412,1413,1419,1421],another_forward:1371,another_input:1171,another_packag:1404,answer:[7,8,38,924,1195,1429],anticip:6,anyenumtyp:1372,anymor:[18,153,1171],anyon:8,anystr:[1373,1374],anyth:[6,7,25,37,815,1371,1397,1404,1429],anywai:1387,anywher:1386,aoa:1401,apart:[10,1374,1387],apaszk:[8,9],apex:17,api:[4,8,18,19,23,24,25,29,30,31,32,33,37,657,686,814,815,1171,1369,1370,1378,1380,1381,1387,1390,1391,1400,1402,1408,1410,1411,1413,1418,1428],appear:[5,18,21,38,709,746,747,858,894,896,1172,1231,1276,1297,1371,1374,1381,1382,1392,1404],append:[2,18,37,38,160,185,514,699,700,882,957,975,1003,1012,1018,1171,1372,1373,1374,1387,1389,1398,1401,1402,1418,1427],appendix:17,appl:4,appli:[1,2,4,6,17,21,23,25,32,33,38,68,323,394,430,585,628,697,699,703,725,726,728,729,730,731,732,733,735,736,737,738,739,740,742,807,810,859,877,912,913,914,916,917,918,919,920,921,922,923,924,925,926,927,928,929,930,935,936,937,938,939,940,941,943,948,953,954,955,956,958,959,960,961,962,963,964,965,967,968,969,970,971,972,973,974,976,987,988,989,990,991,992,993,994,995,996,1000,1001,1004,1005,1006,1008,1009,1015,1016,1019,1020,1021,1027,1028,1029,1030,1031,1032,1033,1034,1035,1036,1037,1038,1039,1040,1041,1043,1048,1049,1053,1054,1056,1057,1058,1059,1060,1061,1063,1064,1065,1066,1067,1068,1069,1070,1071,1072,1073,1074,1075,1076,1077,1080,1081,1082,1083,1084,1085,1089,1091,1092,1093,1094,1097,1099,1100,1101,1102,1106,1108,1110,1111,1113,1114,1115,1116,1117,1118,1120,1121,1122,1126,1131,1139,1140,1141,1142,1146,1147,1148,1151,1152,1153,1154,1155,1156,1157,1167,1171,1178,1184,1185,1186,1187,1188,1189,1190,1191,1192,1193,1194,1196,1197,1198,1199,1203,1204,1208,1210,1213,1220,1234,1243,1254,1259,1260,1310,1312,1323,1353,1354,1355,1371,1374,1380,1382,1386,1387,1392,1394,1397,1402,1403,1404,1405,1407,1410,1411,1413,1425,1426,1429],applic:[18,21,32,649,944,1045,1047,1171,1387,1389,1390,1391,1392,1395,1396,1399,1407,1410,1411,1412,1413,1419,1429],apply_mask:[1184,1185,1186,1187,1188,1189,1190,1191],appreci:7,approach:[17,18,38,613,1371,1380,1387,1394,1407,1410,1413],appropri:[1,7,18,21,37,38,817,877,943,1001,1008,1374,1375,1382,1394,1405,1407,1410,1411,1412,1428],approv:8,approx:[1328,1394],approxim:[2,4,17,32,38,768,859,883,915,1015,1029,1036,1139,1148,1219,1248,1328,1374,1390,1391,1392,1394,1430],apr:804,arang:[10,16,18,430,514,542,543,548,607,623,706,725,729,730,735,736,739,741,745,746,747,748,755,776,780,822,823,827,830,843,846,847,856,1022,1023,1024,1025,1052,1053,1054,1133,1213,1214,1247,1254,1258,1270,1277,1280,1315,1326,1338,1339,1341,1342,1363,1372,1400,1402,1414,1418],arbitrari:[2,4,18,20,185,571,852,858,944,949,971,992,1051,1069,1070,1087,1108,1134,1203,1327,1374,1387,1396,1397,1402,1403,1405,1407,1413,1421,1428],arbitrarili:[430,809,1062,1374],arcco:[70,1372,1420],arccos_:1372,arccosh:[72,1372],arccosh_:1372,arch:11,architectur:[38,650,1043,1291,1390,1407],archiv:1396,arcsin:[74,562,1372,1413],arcsin_:[1372,1413],arcsinh:[76,1372],arcsinh_:1372,arctan:[78,1372],arctan_:1372,arctang:[564,565],arctanh:[80,1372],arctanh_:1372,are_deterministic_algorithms_en:3,area:[7,8,1107],aren:[1,38,1381,1387,1411,1428],arg0:[2,18],arg1:[2,18,30,31,33],arg2:18,arg3:18,arg:[1,2,4,5,6,11,16,18,21,23,24,30,31,33,34,35,37,38,493,511,571,574,575,807,809,877,923,924,941,943,956,964,966,970,971,974,992,993,1001,1004,1005,1006,1008,1015,1016,1028,1031,1032,1039,1048,1059,1060,1061,1069,1070,1080,1091,1092,1108,1120,1121,1122,1131,1139,1167,1171,1184,1189,1203,1328,1353,1354,1369,1372,1374,1375,1380,1382,1387,1390,1391,1392,1398,1402,1404,1410,1411,1412,1415,1425,1426,1427,1428],arg_constraint:21,arg_nam:1372,arg_transform:38,arg_typ:38,argh:1420,argmax:[886,915,994,1334,1372,1402],argmin:[891,1372,1402],argpars:[18,1390],args_it:38,args_tail:38,argskwargspair:38,argsort:[1334,1372],arguement:1402,argument:[1,2,4,5,6,11,16,18,20,21,23,30,33,35,37,38,39,96,131,141,243,409,430,472,493,511,531,532,534,535,536,537,538,539,540,541,542,543,545,546,547,548,549,562,563,564,565,566,570,571,572,574,575,576,579,581,582,583,584,594,595,596,597,599,600,601,602,603,605,609,612,614,615,616,617,618,620,622,623,626,627,628,629,630,632,646,648,651,652,682,686,689,690,691,692,693,696,697,698,699,700,701,703,705,706,707,708,710,711,712,714,719,722,725,726,727,728,730,731,732,733,735,736,737,738,739,740,741,742,748,749,750,751,752,753,755,757,758,759,760,761,762,768,771,772,773,774,775,776,777,778,779,780,781,782,784,787,801,802,807,809,817,818,821,822,823,824,825,826,827,830,831,832,833,834,835,836,837,838,839,840,841,842,843,844,845,846,847,848,849,850,851,852,853,854,855,856,857,858,859,860,861,862,863,864,865,866,868,869,870,871,873,874,875,876,878,881,882,885,886,887,888,889,891,892,893,894,897,898,899,901,903,904,905,906,908,909,911,925,926,927,930,935,936,937,938,939,940,943,950,952,963,966,967,968,969,977,978,979,980,981,982,983,984,985,986,997,998,999,1001,1002,1008,1009,1011,1039,1051,1053,1054,1096,1132,1167,1169,1170,1171,1181,1184,1188,1189,1193,1197,1203,1212,1214,1217,1218,1237,1246,1247,1250,1251,1252,1254,1255,1257,1258,1262,1263,1264,1265,1266,1267,1268,1269,1270,1273,1274,1275,1281,1283,1287,1292,1298,1300,1301,1302,1303,1304,1307,1308,1314,1316,1317,1318,1319,1320,1321,1322,1324,1326,1327,1331,1334,1335,1336,1337,1339,1340,1341,1344,1345,1346,1347,1348,1349,1351,1353,1356,1358,1359,1360,1363,1364,1366,1367,1368,1369,1372,1373,1374,1376,1380,1381,1382,1386,1388,1390,1391,1392,1393,1394,1396,1403,1404,1405,1406,1407,1409,1410,1413,1414,1415,1416,1418,1426,1428,1429,1430],argument_list:1374,argumentpars:[18,1390],argv:[24,35],ari:1402,aris:[21,38],arithmet:[615,846,1278,1375,1381,1382,1407,1416],arm:[1378,1407,1408],armand:915,around:[7,8,10,18,21,37,38,96,530,572,584,633,634,687,751,752,807,1171,1371,1380,1387,1390,1410],arr:1402,arrai:[16,23,370,531,561,598,709,756,858,875,952,956,957,974,975,1090,1276,1295,1357,1371,1375,1402,1413,1415,1418,1419,1420,1429],arrang:604,array_lik:[370,531,561,1314,1337],array_list:531,array_split:1338,arriv:[32,33,1410,1412],arrow:[709,1412],art:1261,articl:1394,articul:8,artifact:1396,artifici:2,arug:38,arxiv:[21,974,1019,1020,1043,1210,1248,1328,1387],as_standard:4,as_strid:[712,1372,1402,1408,1417],as_strided_:1372,as_subclass:1428,as_tensor:[1337,1372,1392,1418,1419,1420],as_tupl:[1212,1365],asap:1380,ascend:[559,729,836,838,897,1308,1331,1344,1353],ascent:21,ascii:[674,676,858,1374],ashish:[1043,1045,1047],asin:[1,87,552,1372,1381,1402,1413],asin_:[1372,1381,1413],asinh:[89,553,1372,1381],asinh_:[1372,1381],ask:[18,1370,1394],aspect:[7,38,1392,1397],assembl:[10,16],assert:[16,21,38,530,805,809,810,1373,1375,1397,1402,1404,1420],assert_allclos:[38,1371],assert_clos:1420,assert_int_or_pair:1372,assert_stmt:1374,assertionerror:1420,assgin:33,assign:[1,2,7,16,18,23,32,33,38,805,808,915,943,1001,1008,1172,1179,1182,1371,1375,1386,1392,1393,1402,1407,1408,1411,1412,1417,1418,1429],assign_x:[1373,1374],assignment_express:1374,assignment_stmt:1374,assist:1391,associ:[2,18,26,674,676,807,836,851,852,858,930,1001,1081,1171,1371,1374,1381,1382,1387,1394,1397,1402,1404,1405,1410,1411,1416,1419],assp:804,assum:[1,10,16,18,21,23,25,32,33,38,727,730,736,737,738,741,804,805,808,817,835,836,838,842,845,848,851,859,885,930,993,1052,1081,1171,1182,1207,1239,1240,1244,1248,1328,1345,1371,1373,1374,1381,1387,1392,1394,1396,1402,1403,1404,1405,1410,1411,1412,1413],assumpt:[29,33,585,930,958,1387,1391,1394,1410,1411,1413],assymetr:1407,ast:1404,ast_1:[942,1079],ast_2:[942,1079],astyp:1402,asuhan:9,asymmetr:[1383,1407,1408],async:[2,18,37,511,1171,1375,1396,1415],async_add:1410,async_add_chain:1410,async_execut:1410,async_op:18,asyncexecutionclass:1410,asynchron:[4,5,37,131,141,493,511,807,809,820,1001,1375,1389,1391,1410,1415,1418],atan2:[1,92,1372,1381],atan2_:[1372,1381],atan:[93,554,1372,1381,1402],atan_:[1372,1381],atanh:[95,555,1372,1381],atanh_:[1372,1381],aten:[4,899,1371,1372,1389,1401,1407],aten_thread:1389,atleast_1d:1372,atleast_2d:[1364,1372],atleast_3d:[707,1372],atol:[63,269,544,585,586,797,849,855,1371,1372,1392,1420],atom:[32,38,1375],attach:[37,38,85,1167,1369,1371,1373,1381,1392,1407,1411,1423,1425,1429],attempt:[2,11,32,33,810,814,877,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38,1239,1240,1241,1242,1244,1312,1371,1374,1375,1387,1391,1392,1394,1413,1418,1429],entropi:[1,21,923,1005,1069,1070,1414],entrypoint:[23,25,30,1380],entrypoint_nam:1369,enum_fn:[1373,1374],enumer:[16,21,38,807,1001,1003,1012,1236,1372,1373,1386,1390,1401,1418],enumerate_stmt:1374,enumerate_support:21,env:[4,18,21,25,30,32,35,38,1410],envelop:804,environ:[4,7,11,12,15,21,23,25,30,33,35,38,817,974,1016,1356,1369,1371,1387,1389,1390,1395,1399,1401,1405,1410],environment:682,epoch:[16,25,35,1235,1236,1237,1238,1239,1240,1241,1242,1243,1244,1386,1403,1418],eps:[585,586,872,885,911,925,926,927,942,958,959,967,968,969,976,977,978,979,1010,1015,1039,1043,1045,1047,1048,1067,1079,1093,1097,1098,1106,1110,1132,1135,1139,1161,1178,1208,1220,1221,1222,1223,1224,1231,1234,1243,1372,1392,1394,1414,1423,1426,1430],epsilon:[17,38,549,845,885,925,926,927,942,959,967,968,969,976,1039,1079,1132,1178,1208,1231,1372,1414],epub:859,eq_:1372,equal:[1,17,18,21,32,33,34,38,191,420,457,523,544,545,546,596,603,614,615,626,639,641,683,698,714,749,761,768,772,773,775,793,797,826,842,849,854,855,877,878,908,912,913,914,916,917,918,923,924,930,936,937,939,940,944,950,952,953,954,956,958,974,1006,1015,1016,1051,1065,1066,1070,1073,1076,1087,1088,1091,1092,1098,1171,1204,1207,1246,1258,1315,1323,1338,1365,1372,1375,1381,1382,1387,1388,1394,1403,1405,1408,1413,1418,1420,1426,1429],equal_nan:[63,269,544,797,1372,1420],equat:[10,618,709,762,772,781,782,842,851,923,1307,1345,1372,1387,1394],equival:[6,16,17,21,25,32,33,38,101,112,114,118,170,186,198,228,249,253,317,370,419,421,433,438,512,517,523,524,526,606,608,611,613,623,624,697,700,703,706,707,709,711,712,726,728,732,733,737,740,742,750,758,776,778,787,806,807,814,817,818,821,833,843,847,853,856,895,897,915,925,926,927,935,936,937,938,939,940,949,950,959,965,967,968,969,976,1001,1031,1039,1051,1053,1115,1136,1164,1165,1166,1171,1218,1261,1264,1268,1274,1298,1308,1312,1319,1329,1330,1332,1337,1354,1363,1364,1368,1371,1373,1374,1387,1402,1404,1413,1416,1419,1426,1428],equivali:1404,equivil:4,equval:38,eras:38,erase_nod:38,erf:[178,1372,1381,1402,1414],erf_:[1372,1381],erfc:[180,1372,1381,1414],erfc_:[1372,1381],erfinv:[1,182,1372,1381,1414],erfinv_:[1372,1381],err:30,errno:1401,error:[1,2,6,7,11,16,17,18,19,21,30,32,37,38,128,150,153,220,243,245,251,256,455,457,468,494,520,549,578,579,580,581,582,583,584,672,683,706,776,807,811,831,832,841,849,857,858,873,877,899,902,923,924,955,965,971,992,1001,1029,1031,1094,1105,1127,1148,1149,1171,1173,1174,1175,1213,1253,1318,1323,1356,1363,1371,1373,1374,1380,1381,1382,1386,1387,1390,1392,1394,1395,1399,1402,1404,1408,1410,1414,1420,1429],error_fil:[25,30],error_handl:25,error_if_nonfinit:1175,errorhandl:25,especi:[8,10,16,18,185,560,607,712,1163,1373,1387,1392,1400,1402,1407,1410],essai:1404,essenti:[16,18,23,38,877,1382,1401],establish:[18,32,1387],estim:[2,4,16,21,804,925,926,927,958,959,967,968,969,976,1039,1231,1344,1406],eta:[21,1219,1232],eta_:[1235,1236],eta_min:[1235,1236],eta_t:[1235,1236],etaminu:1232,etapli:1232,etc:[2,4,6,10,16,17,18,20,21,23,32,804,807,1001,1171,1276,1369,1373,1374,1392,1393,1397,1398,1402,1403,1404,1408,1410,1413,1418,1421],etcd:33,etcd_address:32,etcd_binary_path:32,etcd_client:32,etcd_prefix:32,etcd_rendezv:32,etcd_rendezvous_backend:32,etcd_serv:32,etcd_stor:32,etcd_store_prefix:32,etcdrendezv:32,etcdrendezvousbackend:32,etcdrendezvoushandl:32,etcdserv:32,etcdstor:32,eth0:18,eth1:18,eth2:18,eth3:18,ethernet:18,euclidean:[21,613,1132],eval:[807,810,817,925,926,927,967,968,969,977,978,979,1001,1039,1178,1374,1378,1402,1407],evalu:[5,21,38,543,548,768,807,915,919,925,926,927,945,959,967,968,969,976,1001,1015,1019,1039,1139,1160,1180,1225,1237,1261,1374,1375,1392,1408,1413,1429],even:[2,16,17,18,23,37,38,456,493,588,725,726,727,728,729,730,736,737,738,741,793,816,833,835,836,837,838,843,847,850,852,853,856,882,889,944,1039,1072,1073,1074,1134,1171,1211,1213,1242,1327,1361,1371,1374,1387,1390,1392,1393,1395,1397,1398,1399,1400,1404,1405,1412,1416],evenli:[16,545,546,706,776,857,873,1363],event:[2,19,21,23,37,591,592,593,634,672,674,817,818,864,1380,1390,1406,1418],event_dim:21,event_file_writ:1418,event_nam:1396,event_shap:21,eventfilewrit:1418,eventhandl:24,eventlist:[590,591],eventmetadatavalu:26,eventsourc:26,eventu:[2,7,32,1405],ever:1371,everi:[2,16,17,18,21,23,38,403,409,517,574,588,709,807,833,842,845,846,849,919,945,946,947,994,1001,1033,1035,1039,1083,1084,1089,1136,1152,1169,1170,1171,1208,1210,1211,1235,1236,1237,1238,1239,1240,1241,1242,1244,1327,1354,1374,1386,1387,1390,1391,1392,1394,1402,1403,1404,1405,1406,1410,1411,1412,1415,1418,1426,1429],everyon:[7,23,32],everyth:[7,16,21,1371,1380,1404],everywher:[1133,1323],evid:7,evolv:[1391,1402],exact:[4,11,23,34,265,557,558,559,585,586,725,726,728,730,731,732,733,735,736,737,738,739,740,742,889,939,974,1171,1309,1385,1391,1398,1428],exactli:[11,17,18,21,34,585,586,637,641,709,751,752,804,807,841,950,952,1001,1028,1031,1088,1098,1171,1213,1381,1387,1390,1391,1392,1394,1395,1402,1404,1405],examin:[38,1397,1402,1406],exampl:[1,2,4,6,7,11,16,17,18,19,20,21,23,25,26,29,30,31,32,33,34,35,37,39,173,185,191,220,241,243,245,247,261,277,356,367,368,369,370,371,393,403,405,409,414,417,420,430,432,433,450,456,470,472,493,494,496,497,514,523,531,532,534,535,536,537,538,539,540,541,542,543,544,545,546,547,548,549,557,558,559,560,561,562,563,564,565,566,567,568,569,573,578,579,580,581,582,583,587,588,594,595,597,598,599,600,601,602,604,605,606,607,608,609,610,611,612,613,614,615,616,617,618,620,623,624,626,627,628,629,630,631,632,665,667,689,690,691,692,693,696,697,698,699,700,701,702,703,705,706,707,708,709,710,711,712,713,714,715,719,722,723,724,725,726,727,728,729,730,731,732,733,734,735,736,737,738,739,740,741,742,744,745,746,747,748,749,750,751,752,753,754,755,756,757,759,760,761,764,768,771,774,775,776,778,779,780,781,782,783,784,785,787,793,795,797,798,799,800,801,802,803,804,805,807,808,809,810,811,812,813,814,815,817,818,819,820,822,823,824,825,826,827,830,831,832,833,834,835,836,837,838,839,840,841,842,843,844,845,846,847,848,849,850,851,852,853,854,855,856,857,858,860,861,862,863,864,866,867,868,869,870,871,873,874,875,876,877,878,879,881,882,883,885,886,887,888,889,890,891,892,893,894,895,896,897,898,899,901,902,903,904,905,906,907,908,909,911,912,913,914,915,916,917,918,919,920,921,922,923,924,925,926,927,928,929,930,931,932,933,934,935,936,937,938,939,940,942,943,944,945,946,947,948,949,950,951,952,953,954,955,956,957,958,959,960,961,962,963,966,967,968,969,971,972,973,974,975,976,987,988,989,990,991,992,993,994,995,996,997,998,999,1000,1001,1002,1003,1004,1007,1008,1009,1010,1011,1012,1013,1014,1015,1016,1018,1019,1020,1021,1022,1023,1024,1025,1026,1027,1028,1029,1030,1033,1034,1035,1036,1037,1038,1039,1040,1041,1042,1043,1044,1045,1046,1047,1048,1049,1050,1051,1052,1053,1054,1055,1062,1064,1069,1070,1072,1073,1074,1075,1076,1077,1079,1080,1081,1087,1088,1091,1092,1096,1098,1107,1131,1133,1134,1137,1138,1164,1167,1171,1178,1180,1182,1192,1193,1194,1195,1196,1197,1198,1199,1200,1201,1202,1205,1206,1207,1208,1210,1211,1212,1213,1214,1216,1217,1218,1219,1220,1221,1222,1223,1224,1225,1230,1231,1232,1233,1234,1236,1237,1239,1240,1241,1242,1243,1244,1247,1250,1251,1252,1253,1254,1255,1256,1257,1258,1259,1260,1261,1262,1263,1265,1267,1269,1270,1271,1272,1273,1274,1275,1276,1277,1278,1279,1280,1281,1283,1284,1287,1289,1290,1291,1292,1298,1300,1301,1302,1303,1304,1307,1308,1311,1313,1314,1315,1316,1317,1318,1321,1322,1324,1326,1327,1329,1330,1331,1332,1333,1334,1335,1336,1337,1338,1339,1340,1341,1342,1343,1344,1345,1346,1347,1348,1349,1351,1352,1353,1354,1355,1356,1357,1358,1359,1360,1361,1362,1363,1364,1365,1366,1367,1368,1369,1370,1371,1373,1374,1375,1379,1381,1382,1385,1387,1388,1389,1390,1392,1393,1395,1396,1397,1398,1399,1400,1401,1403,1404,1405,1406,1407,1410,1412,1413,1414,1416,1417,1418,1419,1420,1421,1423,1424,1426,1427,1428,1429],example_forward_input:[817,818],example_input:817,example_method2_input:818,example_output:1402,example_weight:[817,818],examples_nn:1397,exce:864,excel:38,except:[4,6,7,18,21,23,24,25,29,37,38,357,535,543,545,546,548,566,585,586,612,623,639,641,662,673,700,706,709,751,752,776,813,819,823,846,858,874,886,888,889,891,894,906,956,974,1016,1052,1133,1171,1178,1203,1208,1213,1255,1276,1309,1319,1326,1344,1363,1370,1371,1373,1374,1375,1376,1380,1390,1392,1401,1402,1404,1405,1410,1412,1413,1416,1420],except_last:1405,excess:1297,exchang:[18,32,697],exclud:[32,950,1088,1136,1346,1347,1348,1349,1404,1411],exclus:[4,16,18,21,23,32,38,1171,1265,1266,1269,1387],exec:1374,execut:[1,2,4,5,6,7,11,12,16,18,23,24,26,33,37,38,634,641,808,809,817,818,858,944,1169,1171,1293,1371,1373,1375,1378,1386,1387,1388,1389,1393,1396,1397,1398,1399,1401,1402,1406,1407,1410,1411],exercis:1404,exhaust:1171,exist:[2,7,8,10,11,16,18,21,23,25,30,32,33,38,185,420,560,578,579,580,581,582,583,585,807,810,817,835,840,859,905,1001,1002,1011,1369,1371,1380,1381,1383,1387,1388,1392,1395,1396,1402,1404,1405,1410,1412,1413,1417,1419],exit:[1,2,5,23,32,37,38,1171,1374,1380,1387,1398,1402,1412],exit_barrier_timeout:23,exit_cod:23,exitcod:25,exlcud:1404,exp1:1418,exp2:[1372,1414,1418],exp2_:1372,exp:[1,2,21,184,580,581,583,748,850,866,874,924,929,943,948,990,991,1005,1015,1027,1030,1032,1033,1035,1036,1040,1071,1085,1116,1139,1146,1147,1151,1153,1156,1254,1312,1323,1372,1381,1402,1414],exp_:[1372,1381],exp_add:580,exp_famili:21,exp_rang:1237,exp_reduc:[580,581,583],expand:[8,21,186,414,560,577,585,586,608,843,844,890,1050,1369,1372,1381,1382,1388,1402,1404,1405,1408,1417],expand_a:[840,851,1372,1392,1402,1417],expect:[2,4,7,16,17,18,23,30,32,34,38,578,579,580,581,582,583,730,745,746,747,784,804,817,818,854,855,889,925,926,927,943,956,957,958,959,967,968,969,970,974,975,976,1008,1016,1018,1033,1039,1043,1045,1047,1052,1093,1107,1139,1151,1164,1165,1166,1167,1204,1332,1361,1369,1370,1376,1387,1391,1393,1394,1397,1403,1404,1407,1410,1418,1420],expens:[5,16,21,1394,1396,1406,1410,1419],experi:[10,17,1029,1148,1171,1392,1418],experienc:1402,experiment:[2,18,578,580,832,841,1171,1371,1373,1381,1382,1399,1401,1402,1404,1405],expert:8,expir:19,expiration_tim:34,expiri:34,expit:[1299,1414],explain:[12,1369,1374,1386,1390],explan:[25,807,1001,1392],explat:4,explicilti:1373,explicit:[1,18,38,795,1108,1339,1374,1375,1381,1386,1390,1392,1402,1404,1408,1417],explicitli:[1,11,18,25,657,697,699,709,768,840,844,848,854,896,1107,1164,1242,1323,1371,1373,1374,1375,1390,1392,1394,1396,1400,1402,1404,1407,1408,1409,1410,1413],explitili:1373,explod:1031,explor:[38,1369,1404],expm1:[1,188,1372,1381,1414],expm1_:[1372,1381],expoenti:17,expon:[21,199,200,211,390,391,748,755,825,844,915,989,1132,1254,1261,1372,1416,1419],exponenti:[189,719,864,865,866,874,883,929,1374,1403,1414,1421],exponential_:[1372,1381,1421],exponential_average_factor:1372,exponentiallr:1403,export_chrome_trac:1406,export_param:1402,export_raw_ir:1402,export_stack:1406,export_to_pretty_str:1402,exporter_file_structur:1404,expos:[1,2,18,37,38,1390,1396,1404,1410,1428],expositori:35,express:[10,38,249,709,805,808,1323,1375,1378,1387,1392,1428],expression_list:1374,expression_stmt:1374,exptransform:21,ext:[1369,1379],ext_modul:11,extend:[2,21,24,34,38,1003,1012,1370,1396,1398,1402,1404,1413,1428],extens:[11,18,21,858,859,1284,1298,1386,1400,1404,1410,1413],extension_kernel:11,extent:1389,extern:[817,1389,1401],extern_modul:1404,extra:[7,16,17,18,21,38,807,813,814,842,852,858,1001,1008,1323,1331,1373,1382,1387,1389,1391,1392,1393,1396,1404],extra_cflag:11,extra_compile_arg:[11,1401],extra_cuda_cflag:11,extra_fil:[813,814],extra_include_path:11,extra_ldflag:11,extra_repr:[807,1001,1392],extract:[38,949,952,1051,1087,1163,1410],extrafilesmap:1396,extrapol:4,extrem:[5,1171,1387],extrema:1096,extrud:1393,eye:[21,617,822,831,840,845,849,854,855,883,885,1257,1372,1376,1392,1402],eye_:[1376,1385],eyes:7,ezyang:[8,9,1417],f_add:1426,f_alic:1405,f_bob:1405,f_float16:1,f_float32:1,f_t:974,fab:1372,face:[1392,1404,1418],facebook:8,faces_tensor:1418,facil:[4,858,1380],facilit:[21,697,1369,1371,1374,1399],fact:[2,4,416,596,603,772,773,835,836,852,1371,1392,1394,1411],factor:[1,4,17,21,540,541,542,595,616,617,618,875,877,878,879,945,965,989,1013,1014,1137,1138,1231,1232,1233,1236,1238,1239,1240,1241,1243,1244,1257,1307,1327,1385,1386,1407,1429],factori:[2,10,21,23,26,30,1372,1382,1390,1429],factory_kwarg:[1426,1429],fail:[2,7,18,21,23,24,25,30,32,33,35,37,38,585,586,672,808,813,814,831,857,858,859,873,877,1374,1376,1380,1392,1398,1401,1402,1404,1410],failur:[8,18,21,23,24,25,29,30,32,33,35,585,586,817,818,1374,1380,1405,1410,1412],fairli:1405,fairscal:1405,fake:[38,723,724,1404,1407,1423,1425,1429],fake_qu:1407,fake_quant:[723,724],fake_quant_en:1429,fake_quantize_per_channel_affin:1372,fake_quantize_per_tensor_affin:1372,fakequant:[1407,1408,1423,1425,1429],fall:[7,11,585,858,965,1031,1105,1149,1402,1407],fallback:[11,18,32,1386,1402],fals:[1,2,4,6,11,16,18,20,21,23,38,62,63,64,65,67,81,82,83,96,119,120,121,131,141,172,191,248,249,256,259,261,262,264,268,269,276,278,316,321,332,334,335,336,339,345,353,354,355,367,368,369,370,371,375,382,392,393,401,416,417,454,467,468,477,482,493,502,511,516,517,521,523,531,543,544,545,546,548,549,557,558,559,572,578,579,580,581,582,583,584,585,586,587,588,591,594,596,599,601,602,603,605,609,610,616,617,618,624,633,673,708,710,711,712,714,715,722,727,741,757,758,759,761,771,772,773,785,793,797,798,799,800,801,802,803,804,807,811,812,817,818,819,821,823,826,832,841,843,845,847,848,852,853,856,857,868,869,870,871,873,874,876,877,879,881,885,886,888,889,891,894,899,904,905,906,908,915,916,917,918,919,920,921,922,923,924,925,926,927,928,929,930,941,943,945,946,947,948,949,950,953,954,956,957,958,959,961,962,963,964,966,967,968,969,970,971,972,973,974,975,976,977,978,979,986,987,988,992,993,994,995,996,1000,1001,1004,1005,1006,1007,1008,1010,1015,1016,1017,1018,1019,1020,1021,1027,1029,1031,1032,1039,1042,1043,1045,1047,1048,1049,1052,1059,1060,1061,1062,1063,1064,1065,1066,1067,1069,1070,1071,1080,1081,1082,1083,1084,1085,1087,1088,1089,1093,1096,1098,1100,1101,1102,1107,1108,1111,1117,1118,1126,1131,1135,1139,1141,1142,1144,1145,1146,1148,1158,1161,1162,1164,1171,1175,1183,1195,1204,1205,1206,1207,1211,1212,1213,1217,1218,1219,1220,1221,1222,1223,1224,1225,1230,1231,1232,1233,1234,1235,1236,1237,1238,1239,1240,1241,1242,1243,1244,1246,1255,1257,1258,1261,1263,1264,1265,1266,1267,1268,1269,1270,1284,1287,1291,1292,1295,1297,1301,1308,1314,1321,1322,1323,1326,1327,1331,1337,1341,1345,1356,1357,1358,1359,1365,1367,1368,1369,1371,1372,1373,1374,1378,1379,1380,1382,1386,1387,1390,1392,1393,1397,1399,1402,1404,1405,1406,1409,1410,1413,1415,1417,1418,1420,1421,1423,1426,1428,1429],famili:21,familiar:[12,38,671,1371,1387,1404,1407,1411,1412],fan:1385,fan_in:1385,fan_out:1385,fang:9,faq:[16,944,1206,1370],far:[33,1096],fashion:[7,18,34,432,864,1193,1371],fast:[7,16,585,967,968,969,1031,1242,1261,1389,1390,1392,1395,1410,1413,1416,1417]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odul:1400,recv1:1411,recv2:1411,recv:[18,1171,1411],red:[1373,1374],redeclar:1371,redirect:[11,23,30],redistribut:1401,reduc:[1,4,11,18,20,430,537,543,545,546,548,557,558,588,638,649,843,847,849,852,856,874,886,888,889,891,894,904,905,906,923,924,925,926,927,941,943,950,964,970,971,992,993,1004,1005,1006,1008,1015,1031,1032,1039,1048,1069,1070,1078,1080,1088,1104,1107,1108,1109,1119,1127,1128,1129,1131,1132,1139,1149,1150,1161,1164,1171,1211,1225,1243,1255,1257,1258,1313,1321,1322,1326,1327,1358,1359,1372,1380,1381,1389,1391,1399,1400,1401,1403,1404,1405,1407,1410,1428,1429],reduce_multigpu:18,reduce_op:18,reduce_rang:[1407,1408,1429],reduce_scatt:18,reduce_scatter_multigpu:18,reducelronplateau:1403,reduceop:18,reducesum:1402,reduct:[1,18,430,842,864,905,923,924,930,941,943,950,958,964,965,970,971,992,993,1004,1005,1006,1008,1015,1031,1032,1048,1049,1069,1070,1078,1080,1081,1088,1093,1104,1105,1108,1109,1119,1127,1128,1129,1131,1139,1149,1150,1161,1162,1171,1258,1372,1381,1391,1394,1404,1407,1408],redunct:1171,redund:[18,725,726,728,730,740,742,1323],redundantli:1386,reevalu:[20,1219,1220,1221,1222,1223,1224,1225,1229,1231,1232,1233,1234,1403],refactor:[7,1401,1407],refcount:[1380,1398],refer:[16,17,18,21,24,27,28,32,37,185,556,560,572,607,659,712,796,807,809,815,820,833,843,847,856,859,930,958,1001,1049,1062,1096,1163,1171,1248,1261,1328,1369,1372,1380,1381,1383,1386,1387,1391,1392,1393,1394,1397,1398,1399,1403,1407,1410,1411,1416,1417,1418,1420,1421],referenc:[38,807,1001,1345,1373,1387,1410],refin:[812,1382],refine_nam:[1372,1381,1382],reflect:[380,434,468,756,804,857,873,935,936,937,980,981,982,1022,1023,1096,1134,1323,1371,1393,1417],reflection_pad1d:1372,reflection_pad2d:1372,reflection_pad:1402,reflectionpad1d:1356,reflectionpad2d:[1134,1356],reflector:[762,1246],regard:[18,938,939,940,949,950,1087,1088,1371,1412],regardless:[1,16,810,1353,1386,1400,1410],regener:38,region:[1,4,21,29,920,921,922,953,954,963,965,994,995,996,1065,1066,1091,1092,1331,1371,1380,1386,1390,1426],regist:[2,12,17,18,21,32,34,38,409,807,858,1001,1002,1003,1011,1012,1028,1168,1169,1170,1171,1172,1178,1179,1180,1182,1380,1391,1392,1396,1397,1402,1404,1410],register_backend:[18,1410],register_backward_hook:[807,1001],register_buff:[807,1001,1371,1373,1392,1397],register_comm_hook:[17,1171],register_custom_op_symbol:1402,register_extern_hook:1404,register_forward_hook:[807,1001,1169,1397],register_forward_pre_hook:[807,944,1001,1170,1397],register_full_backward_hook:[807,1001,1397],register_hook:[2,1381],register_intern_hook:1404,register_kl:21,register_mock_hook:1404,register_module_forward_hook:1397,register_module_forward_pre_hook:1397,register_module_full_backward_hook:[1168,1397],register_packag:858,register_paramet:[807,1001,1392],register_parametr:[1178,1179,1180,1208,1383],register_tim:34,registr:[20,37,1171,1182,1404],regress:[7,923,970,1399],regular:[2,4,5,18,23,38,781,782,930,945,946,947,986,1000,1001,1002,1003,1011,1012,1089,1126,1167,1173,1174,1222,1223,1374,1382,1392,1396,1397,1402,1404,1407,1408,1410],regularli:[7,1402],reimplement:[1178,1208],reinforc:[21,1029,1148],reiniti:1369,reinterpret:[21,420],reinterpreted_batch_ndim:21,rel:[8,11,17,21,38,544,585,586,797,1048,1049,1062,1096,1243,1389,1390,1396,1404,1420],relai:1413,relat:[2,7,8,16,18,23,36,781,782,839,952,1031,1051,1171,1248,1404,1410,1413,1428],relationship:[2,29,38,622,1049,1387,1390,1400,1404],relative_error:1390,relative_path_to_checkpoint:1369,relative_to:1401,relax:[21,817,818,1182,1420],relaxed_bernoulli:21,relaxed_categor:21,releas:[7,15,18,32,34,38,538,615,616,649,659,672,708,750,763,832,841,842,849,857,873,875,885,970,974,1016,1108,1213,1257,1270,1284,1307,1323,1327,1331,1369,1370,1373,1380,1389,1390,1395,1399,1400,1401,1402,1404,1407,1410,1414,1420],relev:[8,23,37,357,1375,1386,1387,1404,1407],relevant_arg:1428,reli:[4,8,11,16,17,23,25,38,857,873,944,1387,1389,1391,1399,1400,1417],reliabl:[4,1410],reload:1369,relu1:[1028,1167,1429],relu2:[1028,1167],relu6:[1372,1408],relu6_:1372,relu:[4,38,815,1001,1016,1018,1028,1036,1043,1045,1047,1143,1144,1167,1371,1372,1378,1382,1385,1397,1400,1402,1407,1408,1422,1423,1424,1427,1429],relu_1:38,relu_:[1372,1408],relu_decomposit:38,rem:1401,remain:[21,32,38,584,875,896,949,950,1087,1088,1167,1171,1184,1185,1186,1187,1188,1189,1190,1191,1200,1258,1277,1380,1386,1393,1397],remaind:[411,753,1372],remainder_:1372,remap:[39,810,813,858,880,1369,1379,1409],remedi:1374,rememb:[1393,1398],remot:[16,18,23,1171,1405,1410,1411],remote_devic:1410,remote_linear_modul:1410,remote_modul:1410,remote_paramet:1410,remov:[2,4,8,18,21,33,35,38,409,433,458,615,616,708,750,763,804,807,810,875,882,885,1001,1002,1011,1098,1168,1169,1170,1171,1178,1183,1184,1185,1186,1187,1188,1189,1190,1191,1196,1197,1198,1199,1201,1202,1213,1257,1270,1307,1318,1327,1331,1344,1352,1378,1400,1404,1412,1429],removablehandl:[807,1001,1168,1169,1170,1404],remove_dropout:1378,remove_dupl:[807,1001],remove_qconfig:1429,renam:[885,1372,1381,1382],rename_:[1372,1381,1382],rename_map:1382,renamed_img:1382,render:[7,18,1418],rendezv:[19,23,29,31,33,35,1391,1410],rendezvousbackend:32,rendezvousclosederror:32,rendezvousconnectionerror:32,rendezvouserror:32,rendezvoushandl:[24,32,33],rendezvoushandlerregistri:32,rendezvousparamet:32,rendezvousstateerror:32,rendezvoustimeout:32,rendezvoustimeouterror:32,renorm:[1,413,949,950,1087,1088,1372],renorm_:1372,reorder:[729,846],rep:[492,1340,1402],repackag:1393,reparameter:[21,1184,1185,1186,1187,1188,1189,1190,1191,1200,1201,1202,1210],reparametr:[21,1098,1184,1185,1186,1187,1188,1189,1190,1191,1194],reparametriz:21,repeat:[4,21,415,709,835,836,852,877,1069,1070,1248,1276,1327,1328,1340,1372,1374,1402,1406],repeat_interleav:[414,1356,1372],repeatedli:[1390,1413],repetit:[4,1276,1340],repl:2,replac:[1,2,11,16,17,18,33,38,68,345,616,708,709,811,813,819,875,899,903,1031,1042,1167,1192,1193,1194,1196,1197,1198,1199,1210,1257,1307,1327,1331,1371,1372,1374,1378,1394,1396,1398,1401,1402,1404,1407,1408,1422,1429],replace_all_uses_with:38,replace_input_with:38,replace_with:38,replic:[4,16,814,935,936,937,944,952,980,981,982,1024,1025,1026,1051,1134,1160,1171],replica:[16,17,18,20,30,944,1171,1391],replication_pad1d:1372,replication_pad2d:1372,replication_pad3d:1372,replication_pad:1402,replicationpad1d:1356,replicationpad2d:[1134,1356],replicationpad3d:1356,repo:[7,1237,1369,1401],repo_nam:1369,repo_or_dir:1369,repo_own:1369,report:[2,4,5,8,25,37,38,1386,1390,1405],repositori:[8,38,1369,1392,1398],repr:[1295,1374],repres:[2,10,16,17,21,22,23,25,26,32,34,38,570,656,709,730,735,736,737,738,768,775,797,798,800,803,806,817,818,915,930,1001,1049,1051,1171,1177,1179,1184,1187,1188,1189,1190,1191,1193,1196,1197,1198,1199,1203,1209,1237,1242,1246,1248,1258,1307,1323,1327,1331,1344,1353,1354,1361,1362,1371,1373,1374,1387,1392,1394,1396,1397,1402,1405,1407,1408,1410,1413,1416,1430],represent:[1,4,11,18,30,38,403,725,726,728,748,762,807,839,903,1001,1007,1246,1371,1374,1392,1402,1404,1407,1408,1426,1430],reproduc:[7,16,243,432,598,930,935,936,937,938,939,940,1072,1073,1074,1075,1076,1077,1081,1088,1096,1107,1134,1164,1165,1166,1167,1369,1370,1403,1404],requant:1407,request:[8,10,18,34,672,781,782,859,1219,1220,1221,1222,1223,1224,1225,1230,1231,1232,1233,1234,1386,1387,1389,1390,1404,1410,1411,1412],request_queu:34,requir:[1,2,6,8,11,12,16,17,18,21,23,31,32,37,38,68,96,153,261,417,430,432,472,570,572,575,578,579,580,581,582,583,584,671,709,725,726,728,730,731,732,733,735,736,737,738,739,740,742,746,747,759,839,859,949,950,1043,1044,1045,1046,1047,1049,1088,1167,1171,1172,1180,1182,1184,1225,1233,1356,1369,1371,1374,1376,1378,1380,1382,1386,1387,1389,1390,1391,1392,1393,1394,1395,1396,1397,1398,1400,1402,1404,1405,1407,1410,1411,1412,1418,1420,1428,1429],require_grad:[584,1374,1387],requires_grad:[2,21,261,367,368,369,370,371,409,417,531,549,561,573,585,586,587,588,594,596,603,710,711,712,713,722,727,741,757,758,772,773,785,807,821,857,873,923,924,943,949,950,958,971,992,993,1001,1008,1015,1048,1069,1070,1080,1131,1171,1172,1211,1217,1218,1263,1264,1265,1266,1267,1268,1269,1270,1292,1311,1314,1337,1356,1367,1368,1372,1376,1381,1382,1392,1397,1400,1402,1403,1410,1411,1419,1421],requires_grad_:[261,370,807,930,1001,1081,1311,1337,1372,1381,1387,1419],requisit:38,rerr:859,rerun:6,res1:1402,res2:1402,res:[605,1402,1404,1407],rescal:[923,924,943,1005,1006,1008,1033,1035,1069,1070,1080,1131,1178,1208],rese:1399,research:[7,1171,1369,1387,1394,1400],resembl:[4,12],reserv:[29,672,1375],reserved_byt:672,reset:[2,572,665,667,677,678,679,956,1017,1248,1261,1328,1402,1409],reset_peak_memory_stat:[665,667,677,678],reshap:[12,21,419,420,430,456,523,623,706,707,744,776,822,843,847,854,855,856,952,1022,1023,1024,1025,1051,1178,1208,1213,1313,1315,1338,1339,1363,1364,1372,1382,1402,1417,1418],reshape_a:[1372,1402,1417],reshapetransform:21,reshuffl:16,resid:[18,37,131,220,263,858,1171,1390,1405,1410],residu:[842,859,875,1372],resili:[1232,1410],resiz:[420,421,437,457,458,756,1052,1096,1107,1381,1408,1415],resize_:[153,421,823,1371,1372,1373,1381,1408,1415],resize_as_:[153,1372,1381,1413],resize_as_sparse_:1372,resnet18:[38,1369,1371,1373,1379,1404],resnet50:[1369,1418],resnet:[1369,1371,1373,1402,1404,1418],resnext:1405,resolut:[1013,1014,1062,1096,1137,1138,1375,1404,1430],resolv:[7,8,21,38,807,938,939,940,952,1001,1373,1374,1375,1401,1404],resort:[1394,1404],resourc:[11,16,23,28,32,38,1374,1380,1413],resp:[831,834,836,838,852],respect:[1,18,21,30,37,38,131,141,409,493,511,540,541,542,566,572,584,586,620,697,699,712,781,782,807,833,835,836,842,846,849,851,852,859,893,903,923,930,938,939,940,944,956,958,974,1001,1002,1011,1016,1048,1049,1050,1052,1096,1184,1188,1190,1233,1243,1307,1327,1339,1382,1386,1394,1397,1405,1413,1415,1429],respond:7,respons:[5,7,8,18,20,21,23,29,34,37,989,1114,1171,1387,1390,1392,1397,1410],responsibl:18,rest:[7,16,17,38,854,855,1338,1382,1399,1404,1405,1407,1408,1410,1429],restart:[23,33,35,1235,1236,1380,1418],restor:[6,20,38,39,1279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386,1392,1410],statist:[4,17,21,665,667,668,670,672,673,677,678,679,864,925,926,927,959,967,968,969,976,977,978,979,1039,1387,1393,1403,1405,1429],statu:[23,877,1370,1375,1380,1407],std:[11,23,30,39,301,376,723,724,751,752,1214,1322,1354,1372,1381,1385,1396,1401,1402],std_mean:[1372,1381],stddev:21,stderr:[30,1369,1379],stdin:[2,523,587,785,1392,1399],stdlib:1404,stdout:[29,30,1235,1236,1237,1238,1239,1240,1241,1242,1243,1244,1404],stdoutmetrichandl:29,steepest:[10,1387],step:[1,5,8,11,16,17,18,20,21,38,514,537,549,598,620,774,857,859,873,953,954,1065,1066,1091,1092,1171,1203,1219,1220,1221,1222,1223,1224,1225,1230,1231,1232,1233,1234,1235,1236,1237,1239,1240,1241,1242,1243,1244,1261,1270,1371,1372,1382,1386,1387,1390,1391,1393,1397,1398,1399,1401,1404,1406,1407,1410,1411,1413,1418,1426,1429],step_num:1406,step_siz:[1232,1244],step_size_down:1237,step_size_up:1237,steps_per_epoch:1242,stepwis:38,stft:[596,603,772,773,804,821,1372],stick:21,stickbreakingtransform:21,still:[1,2,16,18,21,32,37,38,575,584,810,819,971,992,1171,1173,1174,1243,1284,1371,1374,1380,1381,1382,1386,1387,1390,1391,1393,1395,1400,1401,1403,1404,1405,1407,1410,1411,1412,1413,1414,1420,1429],stirl:[1015,1139],stitch:1410,stmt:[4,1389],stmt_callgrind_out:4,stmt_exclusive_stat:4,stmt_inclusive_stat:4,stochast:[16,21,953,954,1091,1092,1219,1221,1222,1223,1224,1233,1235,1236,1397],stop:[21,23,32,33,549,659,805,859,930,1203,1243,1270,1371,1374,1410],storag:[153,241,265,268,357,380,405,420,434,437,470,471,560,648,783,784,794,807,813,858,881,907,944,1001,1272,1284,1318,1343,1369,1370,1372,1379,1380,1387,1390,1398,1400,1404,1410,1413,1416,1417,1419],storage_offset:[84,434,560,1372],storageshar:1401,store1:18,store2:18,store:[4,6,11,17,23,33,38,254,259,323,537,571,605,637,639,641,762,807,813,814,832,841,859,864,875,877,949,1001,1028,1171,1192,1193,1194,1196,1197,1198,1199,1203,1369,1371,1382,1383,1391,1392,1393,1396,1402,1404,1407,1410,1411,1412,1413,1418,1419,1429],store_tru:1390,store_typ:32,stori:1394,str:[11,18,21,23,30,32,38,430,511,589,590,637,638,639,641,652,653,703,725,726,728,730,731,732,733,735,736,737,738,739,740,742,805,806,807,808,809,810,812,842,849,859,935,936,937,1001,1050,1052,1096,1107,1178,1181,1182,1183,1184,1185,1186,1187,1188,1189,1190,1191,1192,1194,1196,1197,1198,1199,1200,1201,1202,1208,1210,1225,1237,1242,1243,1371,1372,1373,1374,1375,1380,1382,1402,1404,1405,1406,1410,1415,1418,1420,1426],straight:[923,1098],straightforward:[38,1397],straightfoward:38,strateg:1374,strategi:[4,7,16,17,18,25,915,1171,1242,1373,1394],stream:[16,18,23,30,37,96,408,572,584,633,635,641,644,645,686,688,1372,1374,1410],streamcontext:687,strict:[578,579,580,581,582,583,807,817,818,1001,1404,1413],strictli:[8,16,531,781,782,807,810,839,1001,1387],stride:[2,10,84,153,185,265,420,434,456,494,523,549,560,596,603,710,712,722,727,741,757,758,772,773,777,821,857,873,875,893,920,921,922,935,936,937,938,939,940,952,972,973,980,981,982,983,984,985,994,995,996,997,998,999,1013,1051,1064,1065,1066,1072,1073,1074,1075,1076,1077,1090,1117,1118,1123,1124,1125,1163,1171,1217,1263,1265,1266,1267,1269,1270,1277,1307,1311,1331,1347,1349,1361,1367,1372,1375,1381,1402,1410,1413,1416,1418,1419,1420,1423,1424,1425,1426],strike:7,string:[0,4,11,18,23,29,30,32,38,511,674,676,709,807,813,814,858,923,924,930,935,936,937,941,943,950,958,964,965,970,971,980,981,982,992,993,1001,1002,1004,1005,1006,1008,1011,1015,1031,1032,1048,1049,1069,1070,1072,1073,1074,1080,1081,1088,1093,1108,1131,1139,1164,1193,1257,1284,1290,1323,1369,1372,1373,1374,1375,1379,1380,1382,1392,1396,1402,1404,1406,1410,1415,1416,1418,1426,1429],stringliter:1374,stringtyp:1374,strip:[4,1098,1171,1371,1402],strip_doc_str:1402,strive:7,strm:1390,strong:8,strong_wolf:1225,stronger:17,strongli:[8,23,33,946,947,1323,1369],struct:[12,1378,1396],structur:[4,6,7,8,16,17,23,25,33,38,817,1001,1189,1193,1248,1328,1373,1375,1390,1391,1392,1398,1400,1401,1402,1403,1404,1410,1413,1418,1419,1420,1421],stub:[1404,1408,1429],stuck:[23,34],student:21,studi:[1387,1406],studio:1401,stumbl:4,style:[38,703,1212,1371,1373,1374,1402,1404,1408,1418],styliz:[967,968,969],sub:[25,37,474,815,817,818,886,889,891,1013,1014,1043,1044,1046,1275,1325,1338,1371,1372,1381,1402,1413,1416,1429],sub_:[1372,1381,1413],sub_label:4,subclass:[1,2,11,16,21,25,38,85,450,570,571,805,808,814,1001,1172,1184,1189,1371,1374,1375,1386,1397,1410,1428],subclassm:38,subcript:709,subfold:11,subgradi:1221,subgraph:[1387,1391],subgraph_rewrit:38,subject:[4,10,18,37,38,549,875,1171,1374,1381,1382,1392,1405,1407,1410,1416],submatrix:21,submit:[633,634,1399],submod:38,submodul:[12,38,807,810,814,815,944,1001,1002,1003,1028,1171,1371,1373,1374,1378,1397,1400,1402,1404,1407,1410,1429],suboptim:[17,1413],subpackag:1404,subpath:38,subprocess:[16,18,30,32,34,1393,1398],subprocesscontext:30,subregion:1,subscript:[709,1375],subsequ:[4,7,11,12,18,38,807,817,935,936,937,938,939,940,1001,1028,1399,1410],subset:[16,18,33,815,1371,1373,1374,1392,1402,1407,1408],subsetrandomsa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