operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
stringlengths
19
5.24k
aten.bmm.default
HuggingFace/BigBird
((T([12, 64, 448], f16), T([12, 448, 64], f16)), {})
aten.bmm.default
HuggingFace/DistillGPT2
((T([12, 64, 512], f16, stride=(64, 1, 2304)), T([12, 512, 512], f16)), {})
aten.bmm.default
HuggingFace/CamemBert
((T([12, 64, 512], f16, stride=(64, 1, 768)), T([12, 512, 512], f16)), {})
aten.bmm.default
HuggingFace/BigBird
((T([12, 64, 64], f16, stride=(64, 1, 768)), T([12, 64, 1024], f16)), {})
aten.bmm.default
HuggingFace/BigBird
((T([12, 64, 64], f16, stride=(64, 1, 768)), T([12, 64, 448], f16)), {})
aten.bmm.default
HuggingFace/BigBird
((T([12, 64, 64], f16, stride=(64, 768, 1)), T([12, 64, 1024], f16, stride=(64, 1, 768))), {})
aten.bmm.default
HuggingFace/BigBird
((T([12, 64, 64], f16, stride=(64, 768, 1)), T([12, 64, 448], f16, stride=(28672, 1, 64))), {})
aten.bmm.default
HuggingFace/BigBird
((T([12, 64, 768], f16, stride=(393216, 1, 512)), T([12, 768, 64], f16)), {})
aten.bmm.default
HuggingFace/BigBird
((T([12, 64, 768], f16, stride=(64, 1, 768)), T([12, 768, 64], f16)), {})
aten.bmm.default
HuggingFace/BigBird
((T([12, 768, 64], f16), T([12, 64, 64], f16, stride=(64, 1, 768))), {})
aten.bmm.default
HuggingFace/BigBird
((T([12, 768, 64], f16), T([12, 64, 64], f16, stride=(64, 768, 1))), {})
aten.bmm.default
HuggingFace/BigBird
((T([12, 768, 64], f16, stride=(393216, 512, 1)), T([12, 64, 64], f16, stride=(64, 768, 1))), {})
aten.bmm.default
HuggingFace/BigBird
((T([12, 768, 64], f16, stride=(64, 768, 1)), T([12, 64, 64], f16, stride=(64, 1, 768))), {})
aten.bmm.default
HuggingFace/MobileBertForQuestionAnswering
((T([128, 128, 128], f16), T([128, 128, 32], f16)), {})
aten.bmm.default
HuggingFace/MobileBertForQuestionAnswering
((T([128, 128, 128], f16), T([128, 128, 32], f16, stride=(4096, 1, 128))), {})
aten.bmm.default
HuggingFace/MBartForConditionalGeneration
((T([128, 128, 128], f16), T([128, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/MegatronBertForQuestionAnswering
((T([128, 128, 128], f16), T([128, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/PegasusForCausalLM
((T([128, 128, 128], f16), T([128, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/TrOCRForCausalLM
((T([128, 128, 128], f16), T([128, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/MegatronBertForQuestionAnswering
((T([128, 128, 128], f16), T([128, 128, 64], f16, stride=(8192, 1, 128))), {})
aten.bmm.default
HuggingFace/MobileBertForQuestionAnswering
((T([128, 128, 128], f16, stride=(16384, 1, 128)), T([128, 128, 32], f16)), {})
aten.bmm.default
HuggingFace/MBartForConditionalGeneration
((T([128, 128, 128], f16, stride=(16384, 1, 128)), T([128, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/MegatronBertForQuestionAnswering
((T([128, 128, 128], f16, stride=(16384, 1, 128)), T([128, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/PegasusForCausalLM
((T([128, 128, 128], f16, stride=(16384, 1, 128)), T([128, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/TrOCRForCausalLM
((T([128, 128, 128], f16, stride=(16384, 1, 128)), T([128, 128, 64], f16)), {})
aten.bmm.default
TIMM/levit_128
((T([128, 128, 196], f16), T([128, 196, 256], f16)), {})
aten.bmm.default
TIMM/levit_128
((T([128, 128, 196], f16), T([128, 196, 640], f16)), {})
aten.bmm.default
HuggingFace/MobileBertForQuestionAnswering
((T([128, 128, 32], f16), T([128, 32, 128], f16)), {})
aten.bmm.default
HuggingFace/MobileBertForQuestionAnswering
((T([128, 128, 32], f16), T([128, 32, 128], f16, stride=(4096, 1, 32))), {})
aten.bmm.default
HuggingFace/MegatronBertForQuestionAnswering
((T([128, 128, 64], f16), T([128, 64, 128], f16)), {})
aten.bmm.default
HuggingFace/MBartForConditionalGeneration
((T([128, 128, 64], f16), T([128, 64, 128], f16, stride=(8192, 1, 64))), {})
aten.bmm.default
HuggingFace/MegatronBertForQuestionAnswering
((T([128, 128, 64], f16), T([128, 64, 128], f16, stride=(8192, 1, 64))), {})
aten.bmm.default
HuggingFace/PegasusForCausalLM
((T([128, 128, 64], f16), T([128, 64, 128], f16, stride=(8192, 1, 64))), {})
aten.bmm.default
HuggingFace/TrOCRForCausalLM
((T([128, 128, 64], f16), T([128, 64, 128], f16, stride=(8192, 1, 64))), {})
aten.bmm.default
TIMM/levit_128
((T([128, 196, 128], f16, stride=(25088, 1, 196)), T([128, 128, 256], f16, stride=(0, 1, 128))), {})
aten.bmm.default
TIMM/levit_128
((T([128, 196, 128], f16, stride=(25088, 1, 196)), T([128, 128, 640], f16, stride=(0, 1, 128))), {})
aten.bmm.default
TIMM/resmlp_12_224
((T([128, 196, 1536], f16), T([128, 1536, 384], f16, stride=(0, 384, 1))), {})
aten.bmm.default
TIMM/levit_128
((T([128, 196, 256], f16), T([128, 256, 128], f16, stride=(0, 128, 1))), {})
aten.bmm.default
TIMM/resmlp_12_224
((T([128, 196, 384], f16, stride=(75264, 1, 196)), T([128, 384, 1536], f16, stride=(0, 1, 384))), {})
aten.bmm.default
TIMM/levit_128
((T([128, 196, 640], f16), T([128, 640, 128], f16, stride=(0, 128, 1))), {})
aten.bmm.default
HuggingFace/MobileBertForQuestionAnswering
((T([128, 32, 128], f16, stride=(4096, 1, 32)), T([128, 128, 128], f16)), {})
aten.bmm.default
TIMM/resmlp_12_224
((T([128, 384, 196], f16), T([128, 196, 1536], f16)), {})
aten.bmm.default
HuggingFace/AlbertForMaskedLM
((T([128, 512, 512], f16), T([128, 512, 64], f16)), {})
aten.bmm.default
HuggingFace/AlbertForQuestionAnswering
((T([128, 512, 512], f16), T([128, 512, 64], f16)), {})
aten.bmm.default
HuggingFace/AlbertForMaskedLM
((T([128, 512, 512], f16), T([128, 512, 64], f16, stride=(32768, 1, 512))), {})
aten.bmm.default
HuggingFace/AlbertForQuestionAnswering
((T([128, 512, 512], f16), T([128, 512, 64], f16, stride=(32768, 1, 512))), {})
aten.bmm.default
HuggingFace/AlbertForMaskedLM
((T([128, 512, 512], f16, stride=(262144, 1, 512)), T([128, 512, 64], f16)), {})
aten.bmm.default
HuggingFace/AlbertForQuestionAnswering
((T([128, 512, 512], f16, stride=(262144, 1, 512)), T([128, 512, 64], f16)), {})
aten.bmm.default
HuggingFace/AlbertForMaskedLM
((T([128, 512, 64], f16), T([128, 64, 512], f16)), {})
aten.bmm.default
HuggingFace/AlbertForQuestionAnswering
((T([128, 512, 64], f16), T([128, 64, 512], f16)), {})
aten.bmm.default
HuggingFace/AlbertForMaskedLM
((T([128, 512, 64], f16), T([128, 64, 512], f16, stride=(32768, 1, 64))), {})
aten.bmm.default
HuggingFace/AlbertForQuestionAnswering
((T([128, 512, 64], f16), T([128, 64, 512], f16, stride=(32768, 1, 64))), {})
aten.bmm.default
HuggingFace/MBartForConditionalGeneration
((T([128, 64, 128], f16, stride=(8192, 1, 64)), T([128, 128, 128], f16)), {})
aten.bmm.default
HuggingFace/MegatronBertForQuestionAnswering
((T([128, 64, 128], f16, stride=(8192, 1, 64)), T([128, 128, 128], f16)), {})
aten.bmm.default
HuggingFace/PegasusForCausalLM
((T([128, 64, 128], f16, stride=(8192, 1, 64)), T([128, 128, 128], f16)), {})
aten.bmm.default
HuggingFace/TrOCRForCausalLM
((T([128, 64, 128], f16, stride=(8192, 1, 64)), T([128, 128, 128], f16)), {})
aten.bmm.default
HuggingFace/AlbertForMaskedLM
((T([128, 64, 512], f16, stride=(32768, 1, 64)), T([128, 512, 512], f16)), {})
aten.bmm.default
HuggingFace/AlbertForQuestionAnswering
((T([128, 64, 512], f16, stride=(32768, 1, 64)), T([128, 512, 512], f16)), {})
aten.bmm.default
HuggingFace/BigBird
((T([144, 192, 64], f16, stride=(32768, 1, 512)), T([144, 64, 64], f16)), {})
aten.bmm.default
HuggingFace/BigBird
((T([144, 64, 192], f16), T([144, 192, 64], f16)), {})
aten.bmm.default
HuggingFace/BigBird
((T([144, 64, 192], f16, stride=(32768, 512, 1)), T([144, 192, 64], f16)), {})
aten.bmm.default
HuggingFace/BigBird
((T([144, 64, 64], f16), T([144, 64, 192], f16, stride=(12288, 1, 64))), {})
aten.bmm.default
HuggingFace/BigBird
((T([144, 64, 64], f16, stride=(4096, 1, 64)), T([144, 64, 192], f16)), {})
aten.bmm.default
TIMM/levit_128
((T([1536, 16, 16], f16), T([1536, 16, 16], f16)), {})
aten.bmm.default
TIMM/levit_128
((T([1536, 16, 16], f16), T([1536, 16, 16], f16, stride=(256, 1, 16))), {})
aten.bmm.default
TIMM/levit_128
((T([1536, 16, 16], f16), T([1536, 16, 32], f16)), {})
aten.bmm.default
TIMM/levit_128
((T([1536, 16, 16], f16, stride=(256, 1, 16)), T([1536, 16, 16], f16)), {})
aten.bmm.default
TIMM/levit_128
((T([1536, 16, 16], f16, stride=(256, 1, 16)), T([1536, 16, 32], f16)), {})
aten.bmm.default
TIMM/levit_128
((T([1536, 16, 32], f16), T([1536, 32, 16], f16, stride=(512, 1, 32))), {})
aten.bmm.default
HuggingFace/GPTNeoForCausalLM
((T([16, 128, 128], f16), T([16, 128, 128], f16, stride=(128, 2048, 1))), {})
aten.bmm.default
HuggingFace/GPTNeoForSequenceClassification
((T([16, 128, 128], f16), T([16, 128, 128], f16, stride=(128, 2048, 1))), {})
aten.bmm.default
HuggingFace/GPTNeoForCausalLM
((T([16, 128, 128], f16, stride=(128, 2048, 1)), T([16, 128, 128], f16, stride=(128, 1, 2048))), {})
aten.bmm.default
HuggingFace/GPTNeoForSequenceClassification
((T([16, 128, 128], f16, stride=(128, 2048, 1)), T([16, 128, 128], f16, stride=(128, 1, 2048))), {})
aten.bmm.default
HuggingFace/GPTNeoForCausalLM
((T([16, 128, 128], f16, stride=(16384, 1, 128)), T([16, 128, 128], f16, stride=(128, 2048, 1))), {})
aten.bmm.default
HuggingFace/GPTNeoForSequenceClassification
((T([16, 128, 128], f16, stride=(16384, 1, 128)), T([16, 128, 128], f16, stride=(128, 2048, 1))), {})
aten.bmm.default
HuggingFace/GPTNeoForCausalLM
((T([16, 128, 128], f32), T([16, 128, 128], f32, stride=(128, 2048, 1))), {})
aten.bmm.default
HuggingFace/GPTNeoForSequenceClassification
((T([16, 128, 128], f32), T([16, 128, 128], f32, stride=(128, 2048, 1))), {})
aten.bmm.default
HuggingFace/GPTNeoForCausalLM
((T([16, 128, 128], f32, stride=(128, 1, 2048)), T([16, 128, 128], f32)), {})
aten.bmm.default
HuggingFace/GPTNeoForSequenceClassification
((T([16, 128, 128], f32, stride=(128, 1, 2048)), T([16, 128, 128], f32)), {})
aten.bmm.default
HuggingFace/GPTNeoForCausalLM
((T([16, 128, 128], f32, stride=(128, 2048, 1)), T([16, 128, 128], f32, stride=(128, 1, 2048))), {})
aten.bmm.default
HuggingFace/GPTNeoForSequenceClassification
((T([16, 128, 128], f32, stride=(128, 2048, 1)), T([16, 128, 128], f32, stride=(128, 1, 2048))), {})
aten.bmm.default
TIMM/twins_pcpvt_base
((T([160, 196, 49], f16), T([160, 49, 64], f16)), {})
aten.bmm.default
TIMM/twins_pcpvt_base
((T([160, 196, 49], f16), T([160, 49, 64], f16, stride=(3136, 1, 49))), {})
aten.bmm.default
TIMM/twins_pcpvt_base
((T([160, 196, 64], f16), T([160, 64, 49], f16)), {})
aten.bmm.default
TIMM/twins_pcpvt_base
((T([160, 196, 64], f16), T([160, 64, 49], f16, stride=(3136, 1, 64))), {})
aten.bmm.default
TIMM/twins_pcpvt_base
((T([160, 49, 196], f16, stride=(9604, 1, 49)), T([160, 196, 64], f16)), {})
aten.bmm.default
TIMM/twins_pcpvt_base
((T([160, 64, 196], f16, stride=(12544, 1, 64)), T([160, 196, 49], f16)), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([16384, 32, 49], f16, stride=(1568, 1, 32)), T([16384, 49, 49], f16)), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([16384, 49, 32], f16), T([16384, 32, 49], f16)), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([16384, 49, 32], f16), T([16384, 32, 49], f16, stride=(1568, 1, 32))), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([16384, 49, 49], f16), T([16384, 49, 32], f16)), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([16384, 49, 49], f16), T([16384, 49, 32], f16, stride=(1568, 1, 49))), {})
aten.bmm.default
TIMM/swin_base_patch4_window7_224
((T([16384, 49, 49], f16, stride=(2401, 1, 49)), T([16384, 49, 32], f16)), {})
aten.bmm.default
HuggingFace/DistilBertForMaskedLM
((T([192, 128, 128], f16), T([192, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/PLBartForCausalLM
((T([192, 128, 128], f16), T([192, 128, 64], f16)), {})
aten.bmm.default
TorchBench/BERT_pytorch
((T([192, 128, 128], f16), T([192, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/DistilBertForMaskedLM
((T([192, 128, 128], f16), T([192, 128, 64], f16, stride=(8192, 1, 128))), {})
aten.bmm.default
TorchBench/BERT_pytorch
((T([192, 128, 128], f16), T([192, 128, 64], f16, stride=(8192, 1, 128))), {})
aten.bmm.default
HuggingFace/DistilBertForMaskedLM
((T([192, 128, 128], f16, stride=(16384, 1, 128)), T([192, 128, 64], f16)), {})
aten.bmm.default
HuggingFace/PLBartForCausalLM
((T([192, 128, 128], f16, stride=(16384, 1, 128)), T([192, 128, 64], f16)), {})