operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
stringlengths
19
5.24k
aten.avg_pool2d.default
TIMM/nasnetalarge
((T([16, 168, 83, 83], f16), [1, 1], [2, 2], [0, 0], False, False), {})
aten.avg_pool2d.default
TIMM/nasnetalarge
((T([16, 2016, 21, 21], f16), [1, 1], [2, 2], [0, 0], False, False), {})
aten.avg_pool2d.default
TIMM/pnasnet5large
((T([16, 2160, 21, 21], f16), [1, 1], [2, 2], [0, 0], False, False), {})
aten.avg_pool2d.default
TIMM/pnasnet5large
((T([16, 270, 83, 83], f16), [1, 1], [2, 2], [0, 0], False, False), {})
aten.avg_pool2d.default
TIMM/nasnetalarge
((T([16, 336, 21, 21], f16), [3, 3], [1, 1], [1, 1], False, False), {})
aten.avg_pool2d.default
TIMM/nasnetalarge
((T([16, 336, 43, 43], f16), [3, 3], [2, 2], [0, 0], False, False), {})
aten.avg_pool2d.default
TIMM/nasnetalarge
((T([16, 42, 167, 167], f16), [3, 3], [2, 2], [0, 0], False, False), {})
aten.avg_pool2d.default
TIMM/nasnetalarge
((T([16, 42, 83, 83], f16), [3, 3], [1, 1], [1, 1], False, False), {})
aten.avg_pool2d.default
TIMM/nasnetalarge
((T([16, 672, 11, 11], f16), [3, 3], [1, 1], [1, 1], False, False), {})
aten.avg_pool2d.default
TIMM/nasnetalarge
((T([16, 672, 23, 23], f16), [3, 3], [2, 2], [0, 0], False, False), {})
aten.avg_pool2d.default
TIMM/nasnetalarge
((T([16, 84, 42, 42], f16), [3, 3], [1, 1], [1, 1], False, False), {})
aten.avg_pool2d.default
TIMM/nasnetalarge
((T([16, 84, 85, 85], f16), [3, 3], [2, 2], [0, 0], False, False), {})
aten.avg_pool2d.default
TIMM/nasnetalarge
((T([16, 96, 165, 165], f16), [1, 1], [2, 2], [0, 0], False, False), {})
aten.avg_pool2d.default
TIMM/pnasnet5large
((T([16, 96, 165, 165], f16), [1, 1], [2, 2], [0, 0], False, False), {})
aten.avg_pool2d.default
TorchBench/timm_resnest
((T([32, 1024, 14, 14], f16), [2, 2], [2, 2], [0, 0], True, False), {})
aten.avg_pool2d.default
TIMM/resnest101e
((T([32, 1024, 16, 16], f16), [2, 2], [2, 2], [0, 0], True, False), {})
aten.avg_pool2d.default
TorchBench/timm_resnest
((T([32, 128, 56, 56], f16), [3, 3], [2, 2], [1, 1]), {})
aten.avg_pool2d.default
TIMM/resnest101e
((T([32, 128, 64, 64], f16), [3, 3], [2, 2], [1, 1]), {})
aten.avg_pool2d.default
TorchBench/timm_resnest
((T([32, 256, 28, 28], f16), [3, 3], [2, 2], [1, 1]), {})
aten.avg_pool2d.default
TIMM/resnest101e
((T([32, 256, 32, 32], f16), [3, 3], [2, 2], [1, 1]), {})
aten.avg_pool2d.default
TorchBench/timm_resnest
((T([32, 256, 56, 56], f16), [2, 2], [2, 2], [0, 0], True, False), {})
aten.avg_pool2d.default
TIMM/resnest101e
((T([32, 256, 64, 64], f16), [2, 2], [2, 2], [0, 0], True, False), {})
aten.avg_pool2d.default
TorchBench/timm_resnest
((T([32, 512, 14, 14], f16), [3, 3], [2, 2], [1, 1]), {})
aten.avg_pool2d.default
TIMM/resnest101e
((T([32, 512, 16, 16], f16), [3, 3], [2, 2], [1, 1]), {})
aten.avg_pool2d.default
TorchBench/timm_resnest
((T([32, 512, 28, 28], f16), [2, 2], [2, 2], [0, 0], True, False), {})
aten.avg_pool2d.default
TIMM/resnest101e
((T([32, 512, 32, 32], f16), [2, 2], [2, 2], [0, 0], True, False), {})
aten.avg_pool2d.default
TorchBench/densenet121
((T([4, 128, 56, 56], f16), [2, 2], [2, 2]), {})
aten.avg_pool2d.default
TorchBench/densenet121
((T([4, 256, 28, 28], f16), [2, 2], [2, 2]), {})
aten.avg_pool2d.default
TorchBench/densenet121
((T([4, 512, 14, 14], f16), [2, 2], [2, 2]), {})
aten.avg_pool2d.default
TorchBench/Super_SloMo
((T([6, 128, 88, 88], f16), [2, 2]), {})
aten.avg_pool2d.default
TorchBench/Super_SloMo
((T([6, 256, 44, 44], f16), [2, 2]), {})
aten.avg_pool2d.default
TorchBench/Super_SloMo
((T([6, 32, 352, 352], f16), [2, 2]), {})
aten.avg_pool2d.default
TorchBench/Super_SloMo
((T([6, 512, 22, 22], f16), [2, 2]), {})
aten.avg_pool2d.default
TorchBench/Super_SloMo
((T([6, 64, 176, 176], f16), [2, 2]), {})
aten.avg_pool2d.default
TIMM/ecaresnet101d
((T([64, 1024, 14, 14], f16), [2, 2], [2, 2], [0, 0], True, False), {})
aten.avg_pool2d.default
TIMM/res2net101_26w_4s
((T([64, 104, 28, 28], f16, stride=(326144, 784, 28, 1)), [3, 3], [2, 2], [1, 1]), {})
aten.avg_pool2d.default
TIMM/densenet121
((T([64, 128, 56, 56], f16), [2, 2], [2, 2]), {})
aten.avg_pool2d.default
TIMM/poolformer_m36
((T([64, 192, 28, 28], f16), [3, 3], [1, 1], [1, 1], False, False), {})
aten.avg_pool2d.default
TIMM/volo_d1_224
((T([64, 192, 28, 28], f16, stride=(150528, 1, 5376, 192)), [2, 2], [2, 2], [0, 0], True), {})
aten.avg_pool2d.default
TIMM/res2net101_26w_4s
((T([64, 208, 14, 14], f16, stride=(163072, 196, 14, 1)), [3, 3], [2, 2], [1, 1]), {})
aten.avg_pool2d.default
TIMM/densenet121
((T([64, 256, 28, 28], f16), [2, 2], [2, 2]), {})
aten.avg_pool2d.default
TIMM/ecaresnet101d
((T([64, 256, 56, 56], f16), [2, 2], [2, 2], [0, 0], True, False), {})
aten.avg_pool2d.default
TIMM/res2net101_26w_4s
((T([64, 26, 56, 56], f16, stride=(326144, 3136, 56, 1)), [3, 3], [1, 1], [1, 1]), {})
aten.avg_pool2d.default
TIMM/poolformer_m36
((T([64, 384, 14, 14], f16), [3, 3], [1, 1], [1, 1], False, False), {})
aten.avg_pool2d.default
TIMM/densenet121
((T([64, 512, 14, 14], f16), [2, 2], [2, 2]), {})
aten.avg_pool2d.default
TIMM/sebotnet33ts_256
((T([64, 512, 16, 16], f16), [2, 2], [2, 2]), {})
aten.avg_pool2d.default
TIMM/ecaresnet101d
((T([64, 512, 28, 28], f16), [2, 2], [2, 2], [0, 0], True, False), {})
aten.avg_pool2d.default
TIMM/res2net101_26w_4s
((T([64, 52, 56, 56], f16, stride=(652288, 3136, 56, 1)), [3, 3], [2, 2], [1, 1]), {})
aten.avg_pool2d.default
TIMM/poolformer_m36
((T([64, 768, 7, 7], f16), [3, 3], [1, 1], [1, 1], False, False), {})
aten.avg_pool2d.default
TIMM/poolformer_m36
((T([64, 96, 56, 56], f16), [3, 3], [1, 1], [1, 1], False, False), {})
aten.avg_pool2d.default
TorchBench/LearningToPaint
((T([96, 512, 4, 4], f16), [4, 4]), {})
aten.avg_pool2d_backward.default
TIMM/res2net50_14w_8s
((T([128, 112, 7, 7], f16, stride=(43904, 49, 7, 1)), T([128, 112, 14, 14], f16, stride=(175616, 196, 14, 1)), [3, 3], [2, 2], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/res2next50
((T([128, 128, 14, 14], f16, stride=(100352, 196, 14, 1)), T([128, 128, 28, 28], f16, stride=(401408, 784, 28, 1)), [3, 3], [2, 2], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/adv_inception_v3
((T([128, 1280, 8, 8], f16), T([128, 1280, 8, 8], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/gluon_inception_v3
((T([128, 1280, 8, 8], f16), T([128, 1280, 8, 8], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/inception_v3
((T([128, 1280, 8, 8], f16), T([128, 1280, 8, 8], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/res2net50_14w_8s
((T([128, 14, 56, 56], f16, stride=(351232, 3136, 56, 1)), T([128, 14, 56, 56], f16, stride=(351232, 3136, 56, 1)), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/dm_nfnet_f0
((T([128, 1536, 6, 6], f16), T([128, 1536, 12, 12], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
aten.avg_pool2d_backward.default
TorchBench/timm_nfnet
((T([128, 1536, 6, 6], f16), T([128, 1536, 12, 12], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
aten.avg_pool2d_backward.default
TIMM/nfnet_l0
((T([128, 1536, 7, 7], f16), T([128, 1536, 14, 14], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
aten.avg_pool2d_backward.default
TIMM/adv_inception_v3
((T([128, 192, 35, 35], f16), T([128, 192, 35, 35], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/gluon_inception_v3
((T([128, 192, 35, 35], f16), T([128, 192, 35, 35], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/inception_v3
((T([128, 192, 35, 35], f16), T([128, 192, 35, 35], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/adv_inception_v3
((T([128, 2048, 8, 8], f16), T([128, 2048, 8, 8], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/gluon_inception_v3
((T([128, 2048, 8, 8], f16), T([128, 2048, 8, 8], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/inception_v3
((T([128, 2048, 8, 8], f16), T([128, 2048, 8, 8], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/dm_nfnet_f0
((T([128, 256, 24, 24], f16), T([128, 256, 48, 48], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
aten.avg_pool2d_backward.default
TorchBench/timm_nfnet
((T([128, 256, 24, 24], f16), T([128, 256, 48, 48], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
aten.avg_pool2d_backward.default
TIMM/nfnet_l0
((T([128, 256, 28, 28], f16), T([128, 256, 56, 56], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
aten.avg_pool2d_backward.default
TIMM/adv_inception_v3
((T([128, 256, 35, 35], f16), T([128, 256, 35, 35], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/gluon_inception_v3
((T([128, 256, 35, 35], f16), T([128, 256, 35, 35], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/inception_v3
((T([128, 256, 35, 35], f16), T([128, 256, 35, 35], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/res2next50
((T([128, 256, 7, 7], f16, stride=(50176, 49, 7, 1)), T([128, 256, 14, 14], f16, stride=(200704, 196, 14, 1)), [3, 3], [2, 2], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/res2net50_14w_8s
((T([128, 28, 28, 28], f16, stride=(175616, 784, 28, 1)), T([128, 28, 56, 56], f16, stride=(702464, 3136, 56, 1)), [3, 3], [2, 2], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/adv_inception_v3
((T([128, 288, 35, 35], f16), T([128, 288, 35, 35], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/gluon_inception_v3
((T([128, 288, 35, 35], f16), T([128, 288, 35, 35], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/inception_v3
((T([128, 288, 35, 35], f16), T([128, 288, 35, 35], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/res2next50
((T([128, 32, 56, 56], f16, stride=(401408, 3136, 56, 1)), T([128, 32, 56, 56], f16, stride=(401408, 3136, 56, 1)), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/dm_nfnet_f0
((T([128, 512, 12, 12], f16), T([128, 512, 24, 24], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
aten.avg_pool2d_backward.default
TorchBench/timm_nfnet
((T([128, 512, 12, 12], f16), T([128, 512, 24, 24], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
aten.avg_pool2d_backward.default
TIMM/nfnet_l0
((T([128, 512, 14, 14], f16), T([128, 512, 28, 28], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
aten.avg_pool2d_backward.default
TIMM/botnet26t_256
((T([128, 512, 8, 8], f16), T([128, 512, 16, 16], f16), [2, 2], [2, 2], [0, 0], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/eca_botnext26ts_256
((T([128, 512, 8, 8], f16), T([128, 512, 16, 16], f16), [2, 2], [2, 2], [0, 0], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/res2net50_14w_8s
((T([128, 56, 14, 14], f16, stride=(87808, 196, 14, 1)), T([128, 56, 28, 28], f16, stride=(351232, 784, 28, 1)), [3, 3], [2, 2], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/res2next50
((T([128, 64, 28, 28], f16, stride=(200704, 784, 28, 1)), T([128, 64, 56, 56], f16, stride=(802816, 3136, 56, 1)), [3, 3], [2, 2], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/adv_inception_v3
((T([128, 768, 17, 17], f16), T([128, 768, 17, 17], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/gluon_inception_v3
((T([128, 768, 17, 17], f16), T([128, 768, 17, 17], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/inception_v3
((T([128, 768, 17, 17], f16), T([128, 768, 17, 17], f16), [3, 3], [1, 1], [1, 1], False, True, None), {})
aten.avg_pool2d_backward.default
TIMM/nasnetalarge
((T([16, 1008, 21, 21], f16), T([16, 1008, 42, 42], f16), [1, 1], [2, 2], [0, 0], False, False, None), {})
aten.avg_pool2d_backward.default
TIMM/pnasnet5large
((T([16, 1080, 21, 21], f16), T([16, 1080, 42, 42], f16), [1, 1], [2, 2], [0, 0], False, False, None), {})
aten.avg_pool2d_backward.default
TIMM/nasnetalarge
((T([16, 168, 42, 42], f16), T([16, 168, 83, 83], f16), [1, 1], [2, 2], [0, 0], False, False, None), {})
aten.avg_pool2d_backward.default
TIMM/nasnetalarge
((T([16, 168, 42, 42], f16, stride=(1778112, 1764, 42, 1)), T([16, 168, 42, 42], f16), [3, 3], [1, 1], [1, 1], False, False, None), {})
aten.avg_pool2d_backward.default
TIMM/nasnetalarge
((T([16, 2016, 11, 11], f16), T([16, 2016, 21, 21], f16), [1, 1], [2, 2], [0, 0], False, False, None), {})
aten.avg_pool2d_backward.default
TIMM/pnasnet5large
((T([16, 2160, 11, 11], f16), T([16, 2160, 21, 21], f16), [1, 1], [2, 2], [0, 0], False, False, None), {})
aten.avg_pool2d_backward.default
TIMM/pnasnet5large
((T([16, 270, 42, 42], f16), T([16, 270, 83, 83], f16), [1, 1], [2, 2], [0, 0], False, False, None), {})
aten.avg_pool2d_backward.default
TIMM/nasnetalarge
((T([16, 336, 21, 21], f16, stride=(592704, 441, 21, 1)), T([16, 336, 21, 21], f16), [3, 3], [1, 1], [1, 1], False, False, None), {})
aten.avg_pool2d_backward.default
TIMM/nasnetalarge
((T([16, 336, 21, 21], f16, stride=(592704, 441, 21, 1)), T([16, 336, 43, 43], f16), [3, 3], [2, 2], [0, 0], False, False, None), {})
aten.avg_pool2d_backward.default
TIMM/nasnetalarge
((T([16, 336, 21, 21], f16, stride=(889056, 441, 21, 1)), T([16, 336, 21, 21], f16), [3, 3], [1, 1], [1, 1], False, False, None), {})
aten.avg_pool2d_backward.default
TIMM/nasnetalarge
((T([16, 42, 83, 83], f16, stride=(1157352, 6889, 83, 1)), T([16, 42, 167, 167], f16), [3, 3], [2, 2], [0, 0], False, False, None), {})
aten.avg_pool2d_backward.default
TIMM/nasnetalarge
((T([16, 42, 83, 83], f16, stride=(1157352, 6889, 83, 1)), T([16, 42, 83, 83], f16), [3, 3], [1, 1], [1, 1], False, False, None), {})