operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
stringlengths
19
5.24k
aten.mm.default
TIMM/pit_b_224
((T([256, 61568], f16, stride=(1, 256)), T([61568, 256], f16)), {})
aten.mm.default
TIMM/levit_128
((T([256, 6272], f16, stride=(1, 256)), T([6272, 256], f16)), {})
aten.mm.default
TIMM/levit_128
((T([256, 6272], f16, stride=(1, 256)), T([6272, 512], f16)), {})
aten.mm.default
TIMM/crossvit_9_240
((T([256, 64], f16, stride=(1, 256)), T([64, 256], f16)), {})
aten.mm.default
TIMM/crossvit_9_240
((T([256, 64], f16, stride=(1, 256)), T([64, 256], f16, stride=(50432, 1))), {})
aten.mm.default
TIMM/crossvit_9_240
((T([256, 64], f16, stride=(1, 50432)), T([64, 128], f16)), {})
aten.mm.default
HuggingFace/Speech2Text2ForCausalLM
((T([256, 8192], f16, stride=(1, 256)), T([8192, 2048], f16)), {})
aten.mm.default
HuggingFace/Speech2Text2ForCausalLM
((T([256, 8192], f16, stride=(1, 256)), T([8192, 256], f16)), {})
aten.mm.default
HuggingFace/XGLMForCausalLM
((T([256008, 256], f16, stride=(1, 256008)), T([256, 1024], f16)), {})
aten.mm.default
TIMM/crossvit_9_240
((T([25664, 128], f16), T([128, 128], f16)), {})
aten.mm.default
TIMM/crossvit_9_240
((T([25664, 128], f16), T([128, 384], f16)), {})
aten.mm.default
TIMM/crossvit_9_240
((T([25664, 384], f16), T([384, 128], f16)), {})
aten.mm.default
TIMM/eca_halonext26ts
((T([262144, 16], f16), T([16, 23], f16, stride=(1, 16))), {})
aten.mm.default
TIMM/eca_halonext26ts
((T([262144, 23], f16), T([23, 16], f16)), {})
aten.mm.default
TIMM/sebotnet33ts_256
((T([262144, 32], f16), T([32, 63], f16, stride=(1, 32))), {})
aten.mm.default
TIMM/sebotnet33ts_256
((T([262144, 63], f16), T([63, 32], f16)), {})
aten.mm.default
TorchBench/fastNLP_Bert
((T([2844, 2], f16), T([2, 768], f16)), {})
aten.mm.default
TorchBench/fastNLP_Bert
((T([2856, 3072], f16), T([3072, 768], f16)), {})
aten.mm.default
TorchBench/fastNLP_Bert
((T([2856, 768], f16), T([768, 3072], f16)), {})
aten.mm.default
TorchBench/fastNLP_Bert
((T([2856, 768], f16), T([768, 768], f16)), {})
aten.mm.default
TIMM/mobilevit_s
((T([288, 65536], f16, stride=(1, 288)), T([65536, 144], f16)), {})
aten.mm.default
HuggingFace/MegatronBertForCausalLM
((T([29056, 256], f16, stride=(1, 29056)), T([256, 1024], f16)), {})
aten.mm.default
TorchBench/pytorch_struct
((T([30, 256], f16), T([256, 256], f16)), {})
aten.mm.default
TorchBench/pytorch_struct
((T([30, 256], f16, stride=(1, 30)), T([256, 256], f16)), {})
aten.mm.default
HuggingFace/AlbertForMaskedLM
((T([30000, 1024], f16, stride=(1, 30000)), T([1024, 128], f16)), {})
aten.mm.default
TorchBench/hf_Albert
((T([30000, 4096], f16, stride=(0, 0)), T([4096, 128], f16)), {})
aten.mm.default
TorchBench/hf_Bert
((T([30522, 2048], f16, stride=(0, 0)), T([2048, 768], f16)), {})
aten.mm.default
HuggingFace/DistilBertForMaskedLM
((T([30522, 2048], f16, stride=(1, 30522)), T([2048, 768], f16)), {})
aten.mm.default
TorchBench/hf_DistilBert
((T([30522, 4096], f16, stride=(0, 0)), T([4096, 768], f16)), {})
aten.mm.default
HuggingFace/ElectraForCausalLM
((T([30522, 512], f16, stride=(1, 30522)), T([512, 128], f16)), {})
aten.mm.default
HuggingFace/RobertaForCausalLM
((T([30522, 512], f16, stride=(1, 30522)), T([512, 768], f16)), {})
aten.mm.default
HuggingFace/YituTechConvBert
((T([30522, 512], f16, stride=(1, 30522)), T([512, 768], f16)), {})
aten.mm.default
HuggingFace/BertForMaskedLM
((T([30522, 8192], f16, stride=(1, 30522)), T([8192, 768], f16)), {})
aten.mm.default
HuggingFace/LayoutLMForMaskedLM
((T([30522, 8192], f16, stride=(1, 30522)), T([8192, 768], f16)), {})
aten.mm.default
HuggingFace/AllenaiLongformerBase
((T([3072, 1024], f16, stride=(1, 3072)), T([1024, 768], f16)), {})
aten.mm.default
HuggingFace/BigBird
((T([3072, 1024], f16, stride=(1, 3072)), T([1024, 768], f16)), {})
aten.mm.default
HuggingFace/PLBartForConditionalGeneration
((T([3072, 1024], f16, stride=(1, 3072)), T([1024, 768], f16)), {})
aten.mm.default
TIMM/cait_m36_384
((T([3072, 1152], f16, stride=(1, 3072)), T([1152, 768], f16)), {})
aten.mm.default
TIMM/mixer_b16_224
((T([3072, 12544], f16, stride=(1, 3072)), T([12544, 768], f16)), {})
aten.mm.default
TIMM/beit_base_patch16_224
((T([3072, 12608], f16, stride=(1, 3072)), T([12608, 768], f16)), {})
aten.mm.default
TIMM/vit_base_patch16_224
((T([3072, 12608], f16, stride=(1, 3072)), T([12608, 768], f16)), {})
aten.mm.default
TIMM/deit_base_distilled_patch16_224
((T([3072, 12672], f16, stride=(1, 3072)), T([12672, 768], f16)), {})
aten.mm.default
HuggingFace/DebertaForMaskedLM
((T([3072, 2048], f16, stride=(1, 3072)), T([2048, 768], f16)), {})
aten.mm.default
HuggingFace/DebertaForQuestionAnswering
((T([3072, 2048], f16, stride=(1, 3072)), T([2048, 768], f16)), {})
aten.mm.default
HuggingFace/DistilBertForMaskedLM
((T([3072, 2048], f16, stride=(1, 3072)), T([2048, 768], f16)), {})
aten.mm.default
HuggingFace/PLBartForCausalLM
((T([3072, 2048], f16, stride=(1, 3072)), T([2048, 768], f16)), {})
aten.mm.default
TorchBench/BERT_pytorch
((T([3072, 2048], f16, stride=(1, 3072)), T([2048, 768], f16)), {})
aten.mm.default
TorchBench/hf_Bart
((T([3072, 2048], f16, stride=(1, 3072)), T([2048, 768], f16)), {})
aten.mm.default
TorchBench/hf_Bert
((T([3072, 2048], f16, stride=(1, 3072)), T([2048, 768], f16)), {})
aten.mm.default
TorchBench/hf_BigBird
((T([3072, 2048], f16, stride=(1, 3072)), T([2048, 768], f16)), {})
aten.mm.default
TorchBench/hf_GPT2
((T([3072, 2048], f16, stride=(1, 3072)), T([2048, 768], f16)), {})
aten.mm.default
TorchBench/hf_Longformer
((T([3072, 2048], f16, stride=(1, 3072)), T([2048, 768], f16)), {})
aten.mm.default
TorchBench/fastNLP_Bert
((T([3072, 2856], f16, stride=(1, 3072)), T([2856, 768], f16)), {})
aten.mm.default
TIMM/cait_m36_384
((T([3072, 2], f16, stride=(1, 3072)), T([2, 768], f16)), {})
aten.mm.default
TIMM/swin_base_patch4_window7_224
((T([3072, 3136], f16, stride=(1, 3072)), T([3136, 1024], f16)), {})
aten.mm.default
HuggingFace/DistilBertForQuestionAnswering
((T([3072, 4096], f16, stride=(1, 3072)), T([4096, 768], f16)), {})
aten.mm.default
HuggingFace/GPT2ForSequenceClassification
((T([3072, 4096], f16, stride=(1, 3072)), T([4096, 768], f16)), {})
aten.mm.default
TorchBench/hf_Albert
((T([3072, 4096], f16, stride=(1, 3072)), T([4096, 768], f16)), {})
aten.mm.default
TorchBench/hf_DistilBert
((T([3072, 4096], f16, stride=(1, 3072)), T([4096, 768], f16)), {})
aten.mm.default
TIMM/pit_b_224
((T([3072, 4160], f16, stride=(1, 3072)), T([4160, 1024], f16)), {})
aten.mm.default
HuggingFace/CamemBert
((T([3072, 512], f16, stride=(1, 3072)), T([512, 768], f16)), {})
aten.mm.default
HuggingFace/DistillGPT2
((T([3072, 512], f16, stride=(1, 3072)), T([512, 768], f16)), {})
aten.mm.default
HuggingFace/GoogleFnet
((T([3072, 512], f16, stride=(1, 3072)), T([512, 768], f16)), {})
aten.mm.default
HuggingFace/OPTForCausalLM
((T([3072, 512], f16, stride=(1, 3072)), T([512, 768], f16)), {})
aten.mm.default
HuggingFace/RobertaForCausalLM
((T([3072, 512], f16, stride=(1, 3072)), T([512, 768], f16)), {})
aten.mm.default
HuggingFace/YituTechConvBert
((T([3072, 512], f16, stride=(1, 3072)), T([512, 768], f16)), {})
aten.mm.default
HuggingFace/BertForMaskedLM
((T([3072, 8192], f16, stride=(1, 3072)), T([8192, 768], f16)), {})
aten.mm.default
HuggingFace/BertForQuestionAnswering
((T([3072, 8192], f16, stride=(1, 3072)), T([8192, 768], f16)), {})
aten.mm.default
HuggingFace/LayoutLMForMaskedLM
((T([3072, 8192], f16, stride=(1, 3072)), T([8192, 768], f16)), {})
aten.mm.default
HuggingFace/LayoutLMForSequenceClassification
((T([3072, 8192], f16, stride=(1, 3072)), T([8192, 768], f16)), {})
aten.mm.default
HuggingFace/RobertaForQuestionAnswering
((T([3072, 8192], f16, stride=(1, 3072)), T([8192, 768], f16)), {})
aten.mm.default
TIMM/botnet26t_256
((T([31, 131072], f16, stride=(1, 31)), T([131072, 128], f16)), {})
aten.mm.default
TIMM/eca_botnext26ts_256
((T([31, 131072], f16, stride=(1, 31)), T([131072, 16], f16)), {})
aten.mm.default
TIMM/botnet26t_256
((T([31, 131072], f16, stride=(1, 31)), T([131072, 64], f16)), {})
aten.mm.default
TIMM/sebotnet33ts_256
((T([31, 65536], f16, stride=(1, 31)), T([65536, 128], f16)), {})
aten.mm.default
TIMM/sebotnet33ts_256
((T([31, 65536], f16, stride=(1, 31)), T([65536, 64], f16)), {})
aten.mm.default
TIMM/swin_base_patch4_window7_224
((T([3136, 1024], f16), T([1024, 1024], f16)), {})
aten.mm.default
TIMM/swin_base_patch4_window7_224
((T([3136, 1024], f16), T([1024, 2048], f16)), {})
aten.mm.default
TIMM/swin_base_patch4_window7_224
((T([3136, 1024], f16), T([1024, 4096], f16)), {})
aten.mm.default
TIMM/swin_base_patch4_window7_224
((T([3136, 2048], f16), T([2048, 1024], f16, stride=(1, 2048))), {})
aten.mm.default
TIMM/swin_base_patch4_window7_224
((T([3136, 3072], f16), T([3072, 1024], f16)), {})
aten.mm.default
TIMM/swin_base_patch4_window7_224
((T([3136, 4096], f16), T([4096, 1024], f16)), {})
aten.mm.default
TIMM/convnext_base
((T([32, 1000], f16), T([1000, 1024], f16)), {})
aten.mm.default
TIMM/gluon_senet154
((T([32, 1000], f16), T([1000, 2048], f16)), {})
aten.mm.default
TIMM/gluon_xception65
((T([32, 1000], f16), T([1000, 2048], f16)), {})
aten.mm.default
TIMM/legacy_senet154
((T([32, 1000], f16), T([1000, 2048], f16)), {})
aten.mm.default
TIMM/resnest101e
((T([32, 1000], f16), T([1000, 2048], f16)), {})
aten.mm.default
TIMM/swsl_resnext101_32x16d
((T([32, 1000], f16), T([1000, 2048], f16)), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([32, 1000], f16), T([1000, 512], f16)), {})
aten.mm.default
TIMM/convmixer_768_32
((T([32, 1000], f16), T([1000, 768], f16)), {})
aten.mm.default
TorchBench/timm_vovnet
((T([32, 1000], f16, stride=(0, 0)), T([1000, 1024], f16)), {})
aten.mm.default
TorchBench/mnasnet1_0
((T([32, 1000], f16, stride=(0, 0)), T([1000, 1280], f16)), {})
aten.mm.default
TorchBench/mobilenet_v3_large
((T([32, 1000], f16, stride=(0, 0)), T([1000, 1280], f16)), {})
aten.mm.default
TorchBench/timm_efficientnet
((T([32, 1000], f16, stride=(0, 0)), T([1000, 1280], f16)), {})
aten.mm.default
TorchBench/resnet50
((T([32, 1000], f16, stride=(0, 0)), T([1000, 2048], f16)), {})
aten.mm.default
TorchBench/timm_resnest
((T([32, 1000], f16, stride=(0, 0)), T([1000, 2048], f16)), {})
aten.mm.default
TorchBench/timm_regnet
((T([32, 1000], f16, stride=(0, 0)), T([1000, 2240], f16)), {})
aten.mm.default
TorchBench/mobilenet_v3_large
((T([32, 1280], f16), T([1280, 960], f16)), {})
aten.mm.default
TIMM/coat_lite_mini
((T([320, 25216], f16, stride=(1, 320)), T([25216, 1280], f16)), {})
aten.mm.default
TIMM/coat_lite_mini
((T([320, 25216], f16, stride=(1, 320)), T([25216, 320], f16)), {})