operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
stringlengths
19
5.24k
aten.threshold_backward.default
TIMM/ecaresnet101d
((T([64, 512, 14, 14], f16), T([64, 512, 14, 14], f16), 0), {})
aten.threshold_backward.default
TorchBench/vgg16
((T([64, 512, 14, 14], f16), T([64, 512, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 512, 28, 28], f16), T([64, 512, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/ecaresnet101d
((T([64, 512, 28, 28], f16), T([64, 512, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net101_26w_4s
((T([64, 512, 28, 28], f16), T([64, 512, 28, 28], f16), 0), {})
aten.threshold_backward.default
TorchBench/vgg16
((T([64, 512, 28, 28], f16), T([64, 512, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 512, 7, 7], f16), T([64, 512, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/dla102
((T([64, 512, 7, 7], f16), T([64, 512, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/ecaresnet101d
((T([64, 512, 7, 7], f16), T([64, 512, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net101_26w_4s
((T([64, 52, 28, 28], f16), T([64, 52, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net101_26w_4s
((T([64, 52, 28, 28], f16, stride=(163072, 784, 28, 1)), T([64, 52, 28, 28], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 544, 14, 14], f16), T([64, 544, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 544, 7, 7], f16), T([64, 544, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 576, 14, 14], f16), T([64, 576, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 576, 7, 7], f16), T([64, 576, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 608, 14, 14], f16), T([64, 608, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 608, 7, 7], f16), T([64, 608, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 64, 112, 112], f16), T([64, 64, 112, 112], f16), 0), {})
aten.threshold_backward.default
TIMM/dla102
((T([64, 64, 112, 112], f16), T([64, 64, 112, 112], f16), 0), {})
aten.threshold_backward.default
TIMM/ecaresnet101d
((T([64, 64, 112, 112], f16), T([64, 64, 112, 112], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net101_26w_4s
((T([64, 64, 112, 112], f16), T([64, 64, 112, 112], f16), 0), {})
aten.threshold_backward.default
TIMM/volo_d1_224
((T([64, 64, 112, 112], f16), T([64, 64, 112, 112], f16), 0), {})
aten.threshold_backward.default
TorchBench/vgg16
((T([64, 64, 224, 224], f16), T([64, 64, 224, 224], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 64, 56, 56], f16), T([64, 64, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/dla102
((T([64, 64, 56, 56], f16), T([64, 64, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/ecaresnet101d
((T([64, 64, 56, 56], f16), T([64, 64, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 640, 14, 14], f16), T([64, 640, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 640, 7, 7], f16), T([64, 640, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 672, 14, 14], f16), T([64, 672, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 672, 7, 7], f16), T([64, 672, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 704, 14, 14], f16), T([64, 704, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 704, 7, 7], f16), T([64, 704, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 736, 14, 14], f16), T([64, 736, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 736, 7, 7], f16), T([64, 736, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 768, 14, 14], f16), T([64, 768, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 768, 7, 7], f16), T([64, 768, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/sebotnet33ts_256
((T([64, 8, 1, 1], f16), T([64, 8, 1, 1], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 800, 14, 14], f16), T([64, 800, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 800, 7, 7], f16), T([64, 800, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 832, 14, 14], f16), T([64, 832, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net101_26w_4s
((T([64, 832, 14, 14], f16), T([64, 832, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 832, 7, 7], f16), T([64, 832, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/res2net101_26w_4s
((T([64, 832, 7, 7], f16), T([64, 832, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 864, 14, 14], f16), T([64, 864, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 864, 7, 7], f16), T([64, 864, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 896, 14, 14], f16), T([64, 896, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 896, 7, 7], f16), T([64, 896, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 928, 14, 14], f16), T([64, 928, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 928, 7, 7], f16), T([64, 928, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 96, 56, 56], f16), T([64, 96, 56, 56], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 960, 14, 14], f16), T([64, 960, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 960, 7, 7], f16), T([64, 960, 7, 7], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 992, 14, 14], f16), T([64, 992, 14, 14], f16), 0), {})
aten.threshold_backward.default
TIMM/densenet121
((T([64, 992, 7, 7], f16), T([64, 992, 7, 7], f16), 0), {})
aten.threshold_backward.default
TorchBench/resnext50_32x4d
((T([8, 1024, 14, 14], f16), T([8, 1024, 14, 14], f16), 0), {})
aten.threshold_backward.default
TorchBench/resnext50_32x4d
((T([8, 1024, 7, 7], f16), T([8, 1024, 7, 7], f16), 0), {})
aten.threshold_backward.default
TorchBench/resnext50_32x4d
((T([8, 128, 56, 56], f16), T([8, 128, 56, 56], f16), 0), {})
aten.threshold_backward.default
TorchBench/resnext50_32x4d
((T([8, 2048, 7, 7], f16), T([8, 2048, 7, 7], f16), 0), {})
aten.threshold_backward.default
TorchBench/resnext50_32x4d
((T([8, 256, 28, 28], f16), T([8, 256, 28, 28], f16), 0), {})
aten.threshold_backward.default
TorchBench/resnext50_32x4d
((T([8, 256, 56, 56], f16), T([8, 256, 56, 56], f16), 0), {})
aten.threshold_backward.default
TorchBench/resnext50_32x4d
((T([8, 512, 14, 14], f16), T([8, 512, 14, 14], f16), 0), {})
aten.threshold_backward.default
TorchBench/resnext50_32x4d
((T([8, 512, 28, 28], f16), T([8, 512, 28, 28], f16), 0), {})
aten.threshold_backward.default
TorchBench/resnext50_32x4d
((T([8, 64, 112, 112], f16), T([8, 64, 112, 112], f16), 0), {})
aten.threshold_backward.default
TorchBench/LearningToPaint
((T([96, 128, 16, 16], f16), T([96, 128, 16, 16], f16), 0), {})
aten.threshold_backward.default
TorchBench/LearningToPaint
((T([96, 256, 8, 8], f16), T([96, 256, 8, 8], f16), 0), {})
aten.threshold_backward.default
TorchBench/LearningToPaint
((T([96, 512, 4, 4], f16), T([96, 512, 4, 4], f16), 0), {})
aten.threshold_backward.default
TorchBench/LearningToPaint
((T([96, 64, 32, 32], f16), T([96, 64, 32, 32], f16), 0), {})
aten.threshold_backward.default
TorchBench/LearningToPaint
((T([96, 64, 64, 64], f16), T([96, 64, 64, 64], f16), 0), {})
aten.topk.default
TorchBench/timm_efficientdet
((T([1, 6905250], f16), 5000, 1), {})
aten.topk.default
TorchBench/vision_maskrcnn
((T([4, 1083], f16, stride=(359613, 1)), 1000, 1), {})
aten.topk.default
TorchBench/vision_maskrcnn
((T([4, 16872], f16, stride=(359613, 1)), 1000, 1), {})
aten.topk.default
TorchBench/vision_maskrcnn
((T([4, 269952], f16, stride=(359613, 1)), 1000, 1), {})
aten.topk.default
TorchBench/vision_maskrcnn
((T([4, 4218], f16, stride=(359613, 1)), 1000, 1), {})
aten.topk.default
TorchBench/vision_maskrcnn
((T([4, 67488], f16, stride=(359613, 1)), 1000, 1), {})
aten.tril.default
HuggingFace/AllenaiLongformerBase
((T([256, 257], f16),), {})
aten.tril.default
TorchBench/hf_Longformer
((T([256, 257], f16),), {})
aten.triu.default
TorchBench/attention_is_all_you_need_pytorch
((T([1, 31, 31], f32), 1), {})
aten.triu.default
TorchBench/speech_transformer
((T([22, 22], u8), 1), {})
aten.unbind.int
TorchBench/vision_maskrcnn
((T([0, 182, 2], f16), 2), {})
aten.unbind.int
TorchBench/vision_maskrcnn
((T([0, 1], i64), 1), {})
aten.unbind.int
TorchBench/vision_maskrcnn
((T([0, 4], f16), 1), {})
aten.unbind.int
TorchBench/vision_maskrcnn
((T([0, 91, 4], f16), 2), {})
aten.unbind.int
TorchBench/timm_efficientdet
((T([1, 100, 6], f32, stride=(0, 0, 0)),), {})
aten.unbind.int
HuggingFace/BigBird
((T([1, 12, 14, 3], i64),), {})
aten.unbind.int
HuggingFace/BigBird
((T([1, 16, 64], f32),), {})
aten.unbind.int
TorchBench/fastNLP_Bert
((T([1, 6, 474, 768], f16),), {})
aten.unbind.int
TorchBench/timm_efficientdet
((T([1, 88, 10, 10, 2], f16, stride=(8800, 100, 10, 1, 0)), -1), {})
aten.unbind.int
TorchBench/timm_efficientdet
((T([1, 88, 10, 10, 3], f16, stride=(8800, 100, 10, 1, 0)), -1), {})
aten.unbind.int
TorchBench/timm_efficientdet
((T([1, 88, 20, 20, 2], f16, stride=(35200, 400, 20, 1, 0)), -1), {})
aten.unbind.int
TorchBench/timm_efficientdet
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aten.unbind.int
TorchBench/timm_efficientdet
((T([1, 88, 40, 40, 2], f16, stride=(140800, 1600, 40, 1, 0)), -1), {})
aten.unbind.int
TorchBench/timm_efficientdet
((T([1, 88, 40, 40, 3], f16, stride=(140800, 1600, 40, 1, 0)), -1), {})
aten.unbind.int
TorchBench/timm_efficientdet
((T([1, 88, 5, 5, 2], f16, stride=(2200, 25, 5, 1, 0)), -1), {})
aten.unbind.int
TorchBench/timm_efficientdet
((T([1, 88, 80, 80, 2], f16, stride=(563200, 6400, 80, 1, 0)), -1), {})
aten.unbind.int
TorchBench/speech_transformer
((T([10, 21], i64),), {})
aten.unbind.int
TorchBench/hf_BigBird
((T([2, 12, 14, 3], i64),), {})
aten.unbind.int
TIMM/tnt_s_patch16_224
((T([2, 12544, 4, 16, 6], f16, stride=(24, 768, 6, 48, 1)),), {})
aten.unbind.int
TorchBench/hf_BigBird
((T([2, 16, 64], f32),), {})
aten.unbind.int
TIMM/crossvit_9_240
((T([2, 64, 1000], f16),), {})
aten.unbind.int
TIMM/volo_d1_224
((T([2, 64, 12, 197, 32], f16, stride=(384, 151296, 32, 768, 1)),), {})