operator name
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180 values
used in model
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155 values
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5.24k
aten.tanh_backward.default
HuggingFace/BigBird
((T([1, 1024, 768], f16), T([1, 1024, 768], f16)), {})
aten.tanh_backward.default
HuggingFace/GPTNeoForCausalLM
((T([1, 128, 8192], f16), T([1, 128, 8192], f16)), {})
aten.tanh_backward.default
HuggingFace/GPTNeoForSequenceClassification
((T([1, 128, 8192], f16), T([1, 128, 8192], f16)), {})
aten.tanh_backward.default
TorchBench/pytorch_CycleGAN_and_pix2pix
((T([1, 3, 256, 256], f16, stride=(0, 0, 0, 0)), T([1, 3, 256, 256], f16)), {})
aten.tanh_backward.default
HuggingFace/DistillGPT2
((T([1, 512, 3072], f16), T([1, 512, 3072], f16)), {})
aten.tanh_backward.default
HuggingFace/GoogleFnet
((T([1, 512, 3072], f16), T([1, 512, 3072], f16)), {})
aten.tanh_backward.default
HuggingFace/GoogleFnet
((T([1, 512, 768], f16), T([1, 512, 768], f16)), {})
aten.tanh_backward.default
TorchBench/pytorch_stargan
((T([16, 3, 128, 128], f16, stride=(0, 0, 0, 0)), T([16, 3, 128, 128], f16)), {})
aten.tanh_backward.default
HuggingFace/LayoutLMForSequenceClassification
((T([16, 768], f16), T([16, 768], f16)), {})
aten.tanh_backward.default
TorchBench/hf_BigBird
((T([2, 1024, 3072], f16), T([2, 1024, 3072], f16)), {})
aten.tanh_backward.default
TorchBench/hf_BigBird
((T([2, 1024, 768], f16), T([2, 1024, 768], f16)), {})
aten.tanh_backward.default
HuggingFace/AlbertForMaskedLM
((T([2, 512, 128], f16), T([2, 512, 128], f16)), {})
aten.tanh_backward.default
HuggingFace/AlbertForMaskedLM
((T([2, 512, 16384], f16), T([2, 512, 16384], f16)), {})
aten.tanh_backward.default
HuggingFace/AlbertForQuestionAnswering
((T([2, 512, 16384], f16), T([2, 512, 16384], f16)), {})
aten.tanh_backward.default
TorchBench/Background_Matting
((T([3, 1, 512, 512], f16, stride=(0, 0, 0, 0)), T([3, 1, 512, 512], f16)), {})
aten.tanh_backward.default
HuggingFace/GPT2ForSequenceClassification
((T([4, 1024, 3072], f16), T([4, 1024, 3072], f16)), {})
aten.tanh_backward.default
TorchBench/hf_GPT2
((T([4, 512, 3072], f16), T([4, 512, 3072], f16)), {})
aten.tanh_backward.default
TorchBench/hf_Albert
((T([8, 512, 128], f16), T([8, 512, 128], f16)), {})
aten.tanh_backward.default
TorchBench/hf_Albert
((T([8, 512, 3072], f16), T([8, 512, 3072], f16)), {})
aten.threshold_backward.default
TorchBench/vision_maskrcnn
((T([0, 1024], f16), T([0, 1024], f16), 0), {})
aten.threshold_backward.default
TorchBench/pytorch_CycleGAN_and_pix2pix
((T([1, 128, 128, 128], f16), T([1, 128, 128, 128], f16), 0), {})
aten.threshold_backward.default
TorchBench/pytorch_unet
((T([1, 128, 160, 239], f16), T([1, 128, 160, 239], f16), 0), {})
aten.threshold_backward.default
TorchBench/pytorch_unet
((T([1, 128, 320, 479], f16), T([1, 128, 320, 479], f16), 0), {})
aten.threshold_backward.default
TorchBench/pytorch_unet
((T([1, 256, 160, 239], f16), T([1, 256, 160, 239], f16), 0), {})
aten.threshold_backward.default
TorchBench/pytorch_CycleGAN_and_pix2pix
((T([1, 256, 64, 64], f16), T([1, 256, 64, 64], f16), 0), {})
aten.threshold_backward.default
TorchBench/pytorch_unet
((T([1, 256, 80, 119], f16), T([1, 256, 80, 119], f16), 0), {})
aten.threshold_backward.default
TorchBench/pytorch_unet
((T([1, 512, 40, 59], f16), T([1, 512, 40, 59], f16), 0), {})
aten.threshold_backward.default
TorchBench/pytorch_unet
((T([1, 512, 80, 119], f16), T([1, 512, 80, 119], f16), 0), {})
aten.threshold_backward.default
TorchBench/pytorch_CycleGAN_and_pix2pix
((T([1, 64, 256, 256], f16), T([1, 64, 256, 256], f16), 0), {})
aten.threshold_backward.default
TorchBench/pytorch_unet
((T([1, 64, 320, 479], f16), T([1, 64, 320, 479], f16), 0), {})
aten.threshold_backward.default
TorchBench/pytorch_unet
((T([1, 64, 640, 959], f16), T([1, 64, 640, 959], f16), 0), {})
aten.threshold_backward.default
TorchBench/speech_transformer
((T([10, 204, 2048], f16), T([10, 204, 2048], f16), 0), {})
aten.threshold_backward.default
TorchBench/speech_transformer
((T([10, 22, 2048], f16), T([10, 22, 2048], f16), 0), {})
aten.threshold_backward.default
TorchBench/fambench_dlrm
((T([1024, 1500], f16), T([1024, 1500], f16), 0), {})
aten.threshold_backward.default
TorchBench/fambench_dlrm
((T([1024, 192], f16), T([1024, 192], f16), 0), {})
aten.threshold_backward.default
TorchBench/fambench_dlrm
((T([1024, 4000], f16), T([1024, 4000], f16), 0), {})
aten.threshold_backward.default
TIMM/ghostnet_100
((T([128, 100, 14, 14], f16), T([128, 100, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/ghostnet_100
((T([128, 100, 14, 14], f16, stride=(39200, 196, 14, 1)), T([128, 100, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net50_14w_8s
((T([128, 1024, 14, 14], f16), T([128, 1024, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/res2next50
((T([128, 1024, 14, 14], f16), T([128, 1024, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/botnet26t_256
((T([128, 1024, 16, 16], f16), T([128, 1024, 16, 16], f16), 0), {})
aten.threshold_backward.default
TIMM/selecsls42b
((T([128, 1024, 4, 4], f16), T([128, 1024, 4, 4], f16), 0), {})
aten.threshold_backward.default
TIMM/ese_vovnet19b_dw
((T([128, 1024, 7, 7], f16), T([128, 1024, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/hrnet_w18
((T([128, 1024, 7, 7], f16), T([128, 1024, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/res2next50
((T([128, 1024, 7, 7], f16), T([128, 1024, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/selecsls42b
((T([128, 1024, 7, 7], f16), T([128, 1024, 7, 7], f16), 0), {})
aten.threshold_backward.default
TorchBench/shufflenet_v2_x1_0
((T([128, 1024, 7, 7], f16), T([128, 1024, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/fbnetc_100
((T([128, 1104, 7, 7], f16), T([128, 1104, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net50_14w_8s
((T([128, 112, 56, 56], f16), T([128, 112, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net50_14w_8s
((T([128, 112, 7, 7], f16), T([128, 112, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net50_14w_8s
((T([128, 112, 7, 7], f16, stride=(43904, 49, 7, 1)), T([128, 112, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/mnasnet_100
((T([128, 1152, 7, 7], f16), T([128, 1152, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/spnasnet_100
((T([128, 1152, 7, 7], f16), T([128, 1152, 7, 7], f16), 0), {})
aten.threshold_backward.default
TorchBench/shufflenet_v2_x1_0
((T([128, 116, 14, 14], f16), T([128, 116, 14, 14], f16), 0), {})
aten.threshold_backward.default
TorchBench/shufflenet_v2_x1_0
((T([128, 116, 14, 14], f16, stride=(45472, 196, 14, 1)), T([128, 116, 14, 14], f16), 0), {})
aten.threshold_backward.default
TorchBench/shufflenet_v2_x1_0
((T([128, 116, 28, 28], f16), T([128, 116, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/ghostnet_100
((T([128, 120, 1, 1], f16), T([128, 120, 1, 1], f16), 0), {})
aten.threshold_backward.default
TIMM/hardcorenas_a
((T([128, 120, 1, 1], f16), T([128, 120, 1, 1], f16), 0), {})
aten.threshold_backward.default
TIMM/mobilenetv3_large_100
((T([128, 120, 1, 1], f16), T([128, 120, 1, 1], f16), 0), {})
aten.threshold_backward.default
TIMM/ghostnet_100
((T([128, 120, 28, 28], f16), T([128, 120, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/mnasnet_100
((T([128, 120, 28, 28], f16), T([128, 120, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/mobilenetv3_large_100
((T([128, 120, 28, 28], f16), T([128, 120, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/spnasnet_100
((T([128, 120, 28, 28], f16), T([128, 120, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/ghostnet_100
((T([128, 120, 28, 28], f16, stride=(188160, 784, 28, 1)), T([128, 120, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/dm_nfnet_f0
((T([128, 128, 1, 1], f16), T([128, 128, 1, 1], f16), 0), {})
aten.threshold_backward.default
TIMM/nfnet_l0
((T([128, 128, 1, 1], f16), T([128, 128, 1, 1], f16), 0), {})
aten.threshold_backward.default
TorchBench/timm_nfnet
((T([128, 128, 1, 1], f16), T([128, 128, 1, 1], f16), 0), {})
aten.threshold_backward.default
TIMM/hrnet_w18
((T([128, 128, 14, 14], f16), T([128, 128, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/res2next50
((T([128, 128, 14, 14], f16), T([128, 128, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/res2next50
((T([128, 128, 14, 14], f16, stride=(100352, 196, 14, 1)), T([128, 128, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/adv_inception_v3
((T([128, 128, 17, 17], f16), T([128, 128, 17, 17], f16), 0), {})
aten.threshold_backward.default
TIMM/gluon_inception_v3
((T([128, 128, 17, 17], f16), T([128, 128, 17, 17], f16), 0), {})
aten.threshold_backward.default
TIMM/inception_v3
((T([128, 128, 17, 17], f16), T([128, 128, 17, 17], f16), 0), {})
aten.threshold_backward.default
TIMM/resnet18
((T([128, 128, 28, 28], f16), T([128, 128, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/botnet26t_256
((T([128, 128, 32, 32], f16), T([128, 128, 32, 32], f16), 0), {})
aten.threshold_backward.default
TIMM/ese_vovnet19b_dw
((T([128, 128, 56, 56], f16), T([128, 128, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/hrnet_w18
((T([128, 128, 56, 56], f16), T([128, 128, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/res2next50
((T([128, 128, 56, 56], f16), T([128, 128, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/selecsls42b
((T([128, 128, 56, 56], f16), T([128, 128, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/ese_vovnet19b_dw
((T([128, 128, 56, 56], f16, stride=(1404928, 3136, 56, 1)), T([128, 128, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/botnet26t_256
((T([128, 128, 64, 64], f16), T([128, 128, 64, 64], f16), 0), {})
aten.threshold_backward.default
TIMM/gernet_l
((T([128, 128, 64, 64], f16), T([128, 128, 64, 64], f16), 0), {})
aten.threshold_backward.default
TIMM/ghostnet_100
((T([128, 1280, 1, 1], f16), T([128, 1280, 1, 1], f16), 0), {})
aten.threshold_backward.default
TIMM/selecsls42b
((T([128, 1280, 4, 4], f16), T([128, 1280, 4, 4], f16), 0), {})
aten.threshold_backward.default
TIMM/mnasnet_100
((T([128, 1280, 7, 7], f16), T([128, 1280, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/spnasnet_100
((T([128, 1280, 7, 7], f16), T([128, 1280, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/regnety_002
((T([128, 14, 1, 1], f16), T([128, 14, 1, 1], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net50_14w_8s
((T([128, 14, 56, 56], f16), T([128, 14, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net50_14w_8s
((T([128, 14, 56, 56], f16, stride=(351232, 3136, 56, 1)), T([128, 14, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/repvgg_a2
((T([128, 1408, 7, 7], f16), T([128, 1408, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/fbnetc_100
((T([128, 144, 28, 28], f16), T([128, 144, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/selecsls42b
((T([128, 144, 28, 28], f16), T([128, 144, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/spnasnet_100
((T([128, 144, 28, 28], f16), T([128, 144, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/fbnetc_100
((T([128, 144, 56, 56], f16), T([128, 144, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/spnasnet_100
((T([128, 144, 56, 56], f16), T([128, 144, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/hrnet_w18
((T([128, 144, 7, 7], f16), T([128, 144, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/regnety_002
((T([128, 152, 14, 14], f16), T([128, 152, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/selecsls42b
((T([128, 152, 14, 14], f16), T([128, 152, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/selecsls42b
((T([128, 152, 14, 14], f16, stride=(119168, 196, 14, 1)), T([128, 152, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/selecsls42b
((T([128, 152, 14, 14], f16, stride=(178752, 196, 14, 1)), T([128, 152, 14, 14], f16), 0), {})