operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
stringlengths
19
5.24k
aten.bmm.default
HuggingFace/BertForMaskedLM
((T([768, 128, 64], f16), T([768, 64, 128], f16, stride=(8192, 1, 64))), {})
aten.bmm.default
HuggingFace/BertForQuestionAnswering
((T([768, 128, 64], f16), T([768, 64, 128], f16, stride=(8192, 1, 64))), {})
aten.bmm.default
HuggingFace/RobertaForQuestionAnswering
((T([768, 128, 64], f16), T([768, 64, 128], f16, stride=(8192, 1, 64))), {})
aten.bmm.default
TIMM/volo_d1_224
((T([768, 196, 196], f16), T([768, 196, 32], f16)), {})
aten.bmm.default
TIMM/volo_d1_224
((T([768, 196, 196], f16), T([768, 196, 32], f16, stride=(6272, 1, 196))), {})
aten.bmm.default
TIMM/visformer_small
((T([768, 196, 196], f16), T([768, 196, 64], f16)), {})
aten.bmm.default
TIMM/visformer_small
((T([768, 196, 196], f16), T([768, 196, 64], f16, stride=(12544, 1, 196))), {})
aten.bmm.default
TIMM/volo_d1_224
((T([768, 196, 196], f16, stride=(38416, 1, 196)), T([768, 196, 32], f16)), {})
aten.bmm.default
TIMM/visformer_small
((T([768, 196, 196], f16, stride=(38416, 1, 196)), T([768, 196, 64], f16, stride=(12544, 1, 196))), {})
aten.bmm.default
TIMM/volo_d1_224
((T([768, 196, 32], f16), T([768, 32, 196], f16)), {})
aten.bmm.default
TIMM/volo_d1_224
((T([768, 196, 32], f16), T([768, 32, 196], f16, stride=(6272, 1, 32))), {})
aten.bmm.default
TIMM/visformer_small
((T([768, 196, 64], f16), T([768, 64, 196], f16)), {})
aten.bmm.default
TIMM/visformer_small
((T([768, 196, 64], f16, stride=(12544, 1, 196)), T([768, 64, 196], f16, stride=(12544, 1, 64))), {})
aten.bmm.default
TIMM/beit_base_patch16_224
((T([768, 197, 197], f16), T([768, 197, 64], f16)), {})
aten.bmm.default
TIMM/vit_base_patch16_224
((T([768, 197, 197], f16), T([768, 197, 64], f16)), {})
aten.bmm.default
TIMM/beit_base_patch16_224
((T([768, 197, 197], f16), T([768, 197, 64], f16, stride=(12608, 1, 197))), {})
aten.bmm.default
TIMM/vit_base_patch16_224
((T([768, 197, 197], f16), T([768, 197, 64], f16, stride=(12608, 1, 197))), {})
aten.bmm.default
TIMM/beit_base_patch16_224
((T([768, 197, 197], f16, stride=(38809, 1, 197)), T([768, 197, 64], f16)), {})
aten.bmm.default
TIMM/vit_base_patch16_224
((T([768, 197, 197], f16, stride=(38809, 1, 197)), T([768, 197, 64], f16)), {})
aten.bmm.default
TIMM/volo_d1_224
((T([768, 197, 1], f16), T([768, 1, 32], f16)), {})
aten.bmm.default
TIMM/beit_base_patch16_224
((T([768, 197, 64], f16), T([768, 64, 197], f16)), {})
aten.bmm.default
TIMM/vit_base_patch16_224
((T([768, 197, 64], f16), T([768, 64, 197], f16)), {})
aten.bmm.default
TIMM/beit_base_patch16_224
((T([768, 197, 64], f16), T([768, 64, 197], f16, stride=(12608, 1, 64))), {})
aten.bmm.default
TIMM/vit_base_patch16_224
((T([768, 197, 64], f16), T([768, 64, 197], f16, stride=(12608, 1, 64))), {})
aten.bmm.default
TIMM/deit_base_distilled_patch16_224
((T([768, 198, 198], f16), T([768, 198, 64], f16)), {})
aten.bmm.default
TIMM/deit_base_distilled_patch16_224
((T([768, 198, 198], f16), T([768, 198, 64], f16, stride=(12672, 1, 198))), {})
aten.bmm.default
TIMM/deit_base_distilled_patch16_224
((T([768, 198, 198], f16, stride=(39204, 1, 198)), T([768, 198, 64], f16)), {})
aten.bmm.default
TIMM/deit_base_distilled_patch16_224
((T([768, 198, 64], f16), T([768, 64, 198], f16)), {})
aten.bmm.default
TIMM/deit_base_distilled_patch16_224
((T([768, 198, 64], f16), T([768, 64, 198], f16, stride=(12672, 1, 64))), {})
aten.bmm.default
TIMM/volo_d1_224
((T([768, 32, 196], f16, stride=(6272, 1, 32)), T([768, 196, 196], f16)), {})
aten.bmm.default
TIMM/volo_d1_224
((T([768, 32, 1], f16), T([768, 1, 197], f16)), {})
aten.bmm.default
TIMM/visformer_small
((T([768, 49, 128], f16), T([768, 128, 49], f16)), {})
aten.bmm.default
TIMM/visformer_small
((T([768, 49, 128], f16, stride=(6272, 1, 49)), T([768, 128, 49], f16, stride=(6272, 1, 128))), {})
aten.bmm.default
TIMM/visformer_small
((T([768, 49, 49], f16), T([768, 49, 128], f16)), {})
aten.bmm.default
TIMM/visformer_small
((T([768, 49, 49], f16), T([768, 49, 128], f16, stride=(6272, 1, 49))), {})
aten.bmm.default
TIMM/visformer_small
((T([768, 49, 49], f16, stride=(2401, 1, 49)), T([768, 49, 128], f16, stride=(6272, 1, 49))), {})
aten.bmm.default
HuggingFace/BertForMaskedLM
((T([768, 64, 128], f16, stride=(8192, 1, 64)), T([768, 128, 128], f16)), {})
aten.bmm.default
HuggingFace/BertForQuestionAnswering
((T([768, 64, 128], f16, stride=(8192, 1, 64)), T([768, 128, 128], f16)), {})
aten.bmm.default
HuggingFace/RobertaForQuestionAnswering
((T([768, 64, 128], f16, stride=(8192, 1, 64)), T([768, 128, 128], f16)), {})
aten.bmm.default
TIMM/visformer_small
((T([768, 64, 196], f16, stride=(12544, 1, 64)), T([768, 196, 196], f16)), {})
aten.bmm.default
TIMM/beit_base_patch16_224
((T([768, 64, 197], f16, stride=(12608, 1, 64)), T([768, 197, 197], f16)), {})
aten.bmm.default
TIMM/vit_base_patch16_224
((T([768, 64, 197], f16, stride=(12608, 1, 64)), T([768, 197, 197], f16)), {})
aten.bmm.default
TIMM/deit_base_distilled_patch16_224
((T([768, 64, 198], f16, stride=(12672, 1, 64)), T([768, 198, 198], f16)), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 204, 204], f16), T([80, 204, 64], f16)), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 204, 204], f16, stride=(41616, 1, 204)), T([80, 204, 64], f16)), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 204, 22], f16, stride=(4488, 1, 204)), T([80, 22, 64], f16)), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 204, 64], f16), T([80, 64, 204], f16, stride=(13056, 1, 64))), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 22, 204], f16), T([80, 204, 64], f16)), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 22, 22], f16), T([80, 22, 64], f16)), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 22, 22], f16, stride=(484, 1, 22)), T([80, 22, 64], f16)), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 22, 64], f16), T([80, 64, 204], f16, stride=(13056, 1, 64))), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 22, 64], f16), T([80, 64, 22], f16, stride=(1408, 1, 64))), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 64, 204], f16, stride=(13056, 1, 64)), T([80, 204, 204], f16)), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 64, 22], f16, stride=(1408, 1, 64)), T([80, 22, 204], f16)), {})
aten.bmm.default
TorchBench/speech_transformer
((T([80, 64, 22], f16, stride=(1408, 1, 64)), T([80, 22, 22], f16)), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([8192, 32, 49], f16, stride=(1568, 1, 32)), T([8192, 49, 49], f16)), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([8192, 49, 32], f16), T([8192, 32, 49], f16)), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([8192, 49, 32], f16), T([8192, 32, 49], f16, stride=(1568, 1, 32))), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([8192, 49, 49], f16), T([8192, 49, 32], f16)), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([8192, 49, 49], f16), T([8192, 49, 32], f16, stride=(1568, 1, 49))), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([8192, 49, 49], f16, stride=(2401, 1, 49)), T([8192, 49, 32], f16)), {})
aten.bmm.default
HuggingFace/PLBartForConditionalGeneration
((T([96, 128, 128], f16), T([96, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/PLBartForConditionalGeneration
((T([96, 128, 128], f16, stride=(16384, 1, 128)), T([96, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/PLBartForConditionalGeneration
((T([96, 128, 64], f16), T([96, 64, 128], f16, stride=(8192, 1, 64))), {})
aten.bmm.default
TorchBench/hf_Longformer
((T([96, 256, 64], f16), T([96, 64, 768], f16, stride=(49152, 1, 64))), {})
aten.bmm.default
TorchBench/hf_Longformer
((T([96, 256, 768], f16, stride=(197120, 769, 1)), T([96, 768, 64], f16)), {})
aten.bmm.default
TorchBench/hf_Albert
((T([96, 512, 512], f16), T([96, 512, 64], f16)), {})
aten.bmm.default
TorchBench/hf_DistilBert
((T([96, 512, 512], f16), T([96, 512, 64], f16)), {})
aten.bmm.default
TorchBench/hf_Albert
((T([96, 512, 512], f16), T([96, 512, 64], f16, stride=(32768, 1, 512))), {})
aten.bmm.default
TorchBench/hf_DistilBert
((T([96, 512, 512], f16), T([96, 512, 64], f16, stride=(32768, 1, 512))), {})
aten.bmm.default
TorchBench/hf_Albert
((T([96, 512, 512], f16, stride=(262144, 1, 512)), T([96, 512, 64], f16)), {})
aten.bmm.default
TorchBench/hf_DistilBert
((T([96, 512, 512], f16, stride=(262144, 1, 512)), T([96, 512, 64], f16)), {})
aten.bmm.default
TorchBench/hf_Albert
((T([96, 512, 64], f16), T([96, 64, 512], f16)), {})
aten.bmm.default
TorchBench/hf_DistilBert
((T([96, 512, 64], f16), T([96, 64, 512], f16)), {})
aten.bmm.default
TorchBench/hf_Albert
((T([96, 512, 64], f16), T([96, 64, 512], f16, stride=(32768, 1, 64))), {})
aten.bmm.default
TorchBench/hf_DistilBert
((T([96, 512, 64], f16), T([96, 64, 512], f16, stride=(32768, 1, 64))), {})
aten.bmm.default
HuggingFace/PLBartForConditionalGeneration
((T([96, 64, 128], f16, stride=(8192, 1, 64)), T([96, 128, 128], f16)), {})
aten.bmm.default
TorchBench/hf_Albert
((T([96, 64, 512], f16, stride=(32768, 1, 64)), T([96, 512, 512], f16)), {})
aten.bmm.default
TorchBench/hf_DistilBert
((T([96, 64, 512], f16, stride=(32768, 1, 64)), T([96, 512, 512], f16)), {})
aten.bmm.default
TorchBench/hf_Longformer
((T([96, 768, 256], f16, stride=(197120, 1, 769)), T([96, 256, 64], f16)), {})
aten.cat.default
TorchBench/vision_maskrcnn
(([T([0, 1], f16), T([0, 1], f16), T([0, 1], f16), T([0, 1], f16)],), {})
aten.cat.default
TorchBench/vision_maskrcnn
(([T([0, 1], f16), T([0, 4], f16)], 1), {})
aten.cat.default
TorchBench/vision_maskrcnn
(([T([0, 364], f16), T([0, 364], f16), T([0, 364], f16), T([0, 364], f16)],), {})
aten.cat.default
TorchBench/vision_maskrcnn
(([T([0, 4], f16), T([0, 4], f16), T([0, 4], f16), T([0, 4], f16)],), {})
aten.cat.default
TorchBench/vision_maskrcnn
(([T([0, 91], f16), T([0, 91], f16), T([0, 91], f16), T([0, 91], f16)],), {})
aten.cat.default
TorchBench/vision_maskrcnn
(([T([0], f32), T([0], f32), T([0], f32), T([0], f32)],), {})
aten.cat.default
TorchBench/vision_maskrcnn
(([T([0], i64), T([0], i64), T([0], i64), T([0], i64)],), {})
aten.cat.default
HuggingFace/BigBird
(([T([1, 1, 1, 192], f16), T([1, 1, 1, 64], f16), T([1, 1, 1, 192], f16)], 3), {})
aten.cat.default
HuggingFace/BigBird
(([T([1, 1, 1, 64], f16), T([1, 1, 1, 192], f16), T([1, 1, 1, 192], f16)], 3), {})
aten.cat.default
HuggingFace/BigBird
(([T([1, 12, 1, 64, 64], f16), T([1, 12, 1, 64, 64], f16), T([1, 12, 12, 64, 64], f16), T([1, 12, 1, 64, 64], f16), T([1, 12, 1, 64, 64], f16)], 2), {})
aten.cat.default
HuggingFace/BigBird
(([T([1, 12, 12, 64, 64], f16), T([1, 12, 12, 64, 192], f16), T([1, 12, 12, 64, 192], f16), T([1, 12, 12, 64, 64], f16)], -1), {})
aten.cat.default
HuggingFace/BigBird
(([T([1, 12, 12, 64, 64], f16, stride=(768, 64, 49152, 768, 1)), T([1, 12, 12, 64, 64], f16, stride=(768, 64, 49152, 768, 1)), T([1, 12, 12, 64, 64], f16, stride=(768, 64, 49152, 768, 1))], 3), {})
aten.cat.default
TorchBench/hf_BigBird
(([T([1, 12, 14, 3], i64), T([1, 12, 14, 3], i64)],), {})
aten.cat.default
HuggingFace/BigBird
(([T([1, 12, 14, 3], i64)],), {})
aten.cat.default
HuggingFace/BigBird
(([T([1, 12, 64, 256], f32), T([1, 12, 64, 192], f32, stride=(2064384, 172032, 192, 1))], 3), {})
aten.cat.default
HuggingFace/BigBird
(([T([1, 12, 64, 64], f16, stride=(768, 64, 768, 1)), T([1, 12, 64, 64], f16, stride=(768, 64, 768, 1)), T([1, 12, 64, 64], f16, stride=(768, 64, 768, 1)), T([1, 12, 64, 64], f16, stride=(768, 64, 768, 1)), T([1, 12, 192, 64], f16, stride=(2064384, 172032, 64, 1))], 2), {})
aten.cat.default
HuggingFace/BigBird
(([T([1, 12, 64], f32), T([1, 12, 64], f32), T([1, 12, 64], f32)], 2), {})
aten.cat.default
TorchBench/pytorch_unet
(([T([1, 128, 320, 479], f16), T([1, 128, 320, 479], f16)], 1), {})
aten.cat.default
TorchBench/pytorch_unet
(([T([1, 256, 160, 239], f16), T([1, 256, 160, 239], f16)], 1), {})
aten.cat.default
HuggingFace/DebertaV2ForQuestionAnswering
(([T([1, 512, 1], f16), T([1, 512, 1], f16)], 2), {})