operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
stringlengths
19
5.24k
aten.mm.default
HuggingFace/GPTNeoForSequenceClassification
((T([128, 2], f16), T([2, 2048], f16)), {})
aten.mm.default
TorchBench/alexnet
((T([128, 4096], f16), T([4096, 4096], f16)), {})
aten.mm.default
TorchBench/alexnet
((T([128, 4096], f16), T([4096, 9216], f16)), {})
aten.mm.default
HuggingFace/MobileBertForQuestionAnswering
((T([128, 4096], f16, stride=(1, 128)), T([4096, 128], f16)), {})
aten.mm.default
HuggingFace/MobileBertForQuestionAnswering
((T([128, 4096], f16, stride=(1, 128)), T([4096, 512], f16)), {})
aten.mm.default
TorchBench/hf_Albert
((T([128, 4096], f16, stride=(1, 128)), T([4096, 768], f16)), {})
aten.mm.default
HuggingFace/GPTNeoForCausalLM
((T([128, 50257], f16), T([50257, 2048], f16)), {})
aten.mm.default
HuggingFace/ElectraForCausalLM
((T([128, 512], f16, stride=(1, 128)), T([512, 256], f16)), {})
aten.mm.default
TIMM/levit_128
((T([128, 6272], f16, stride=(1, 128)), T([6272, 128], f16)), {})
aten.mm.default
TIMM/crossvit_9_240
((T([128, 64], f16, stride=(1, 128)), T([64, 128], f16)), {})
aten.mm.default
TIMM/crossvit_9_240
((T([128, 64], f16, stride=(1, 128)), T([64, 128], f16, stride=(51328, 1))), {})
aten.mm.default
TIMM/crossvit_9_240
((T([128, 64], f16, stride=(1, 51328)), T([64, 256], f16)), {})
aten.mm.default
HuggingFace/GPTNeoForCausalLM
((T([128, 8192], f16), T([8192, 2048], f16)), {})
aten.mm.default
HuggingFace/GPTNeoForSequenceClassification
((T([128, 8192], f16), T([8192, 2048], f16)), {})
aten.mm.default
TIMM/coat_lite_mini
((T([1280, 25216], f16, stride=(1, 1280)), T([25216, 320], f16)), {})
aten.mm.default
TorchBench/mobilenet_v3_large
((T([1280, 32], f16, stride=(1, 1280)), T([32, 960], f16)), {})
aten.mm.default
TIMM/levit_128
((T([1280, 6272], f16, stride=(1, 1280)), T([6272, 256], f16)), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([1280, 6272], f16, stride=(1, 1280)), T([6272, 320], f16)), {})
aten.mm.default
HuggingFace/DebertaV2ForMaskedLM
((T([128100, 512], f16, stride=(1, 128100)), T([512, 1536], f16)), {})
aten.mm.default
HuggingFace/M2M100ForConditionalGeneration
((T([128112, 256], f16, stride=(1, 128112)), T([256, 1024], f16)), {})
aten.mm.default
TIMM/botnet26t_256
((T([131072, 128], f16), T([128, 31], f16, stride=(1, 128))), {})
aten.mm.default
TIMM/eca_botnext26ts_256
((T([131072, 16], f16), T([16, 31], f16, stride=(1, 16))), {})
aten.mm.default
TIMM/botnet26t_256
((T([131072, 31], f16), T([31, 128], f16)), {})
aten.mm.default
TIMM/eca_botnext26ts_256
((T([131072, 31], f16), T([31, 16], f16)), {})
aten.mm.default
TIMM/botnet26t_256
((T([131072, 31], f16), T([31, 64], f16)), {})
aten.mm.default
TIMM/botnet26t_256
((T([131072, 64], f16), T([64, 31], f16, stride=(1, 64))), {})
aten.mm.default
TIMM/mobilevit_s
((T([144, 65536], f16, stride=(1, 144)), T([65536, 144], f16)), {})
aten.mm.default
TIMM/mobilevit_s
((T([144, 65536], f16, stride=(1, 144)), T([65536, 288], f16)), {})
aten.mm.default
TIMM/sebotnet33ts_256
((T([15, 16384], f16, stride=(1, 15)), T([16384, 128], f16)), {})
aten.mm.default
TIMM/botnet26t_256
((T([15, 32768], f16, stride=(1, 15)), T([32768, 128], f16)), {})
aten.mm.default
TIMM/eca_botnext26ts_256
((T([15, 32768], f16, stride=(1, 15)), T([32768, 16], f16)), {})
aten.mm.default
TorchBench/fambench_dlrm
((T([1500, 1024], f16, stride=(1, 1500)), T([1024, 1500], f16)), {})
aten.mm.default
TorchBench/fambench_dlrm
((T([1500, 1024], f16, stride=(1, 1500)), T([1024, 2000], f16)), {})
aten.mm.default
TIMM/gmlp_s16_224
((T([1536, 12544], f16, stride=(1, 1536)), T([12544, 256], f16)), {})
aten.mm.default
TIMM/gmixer_24_224
((T([1536, 12544], f16, stride=(1, 1536)), T([12544, 384], f16)), {})
aten.mm.default
TIMM/jx_nest_base
((T([1536, 12544], f16, stride=(1, 1536)), T([12544, 512], f16)), {})
aten.mm.default
TIMM/swin_base_patch4_window7_224
((T([1536, 12544], f16, stride=(1, 1536)), T([12544, 512], f16)), {})
aten.mm.default
TIMM/tnt_s_patch16_224
((T([1536, 12608], f16, stride=(1, 1536)), T([12608, 384], f16)), {})
aten.mm.default
TorchBench/timm_vision_transformer
((T([1536, 1576], f16, stride=(1, 1536)), T([1576, 384], f16)), {})
aten.mm.default
TIMM/pit_b_224
((T([1536, 16448], f16, stride=(1, 1536)), T([16448, 512], f16)), {})
aten.mm.default
HuggingFace/DebertaV2ForMaskedLM
((T([1536, 512], f16), T([512, 1536], f16)), {})
aten.mm.default
HuggingFace/DebertaV2ForQuestionAnswering
((T([1536, 512], f16), T([512, 1536], f16)), {})
aten.mm.default
HuggingFace/DebertaV2ForMaskedLM
((T([1536, 512], f16, stride=(1, 1536)), T([512, 1536], f16)), {})
aten.mm.default
HuggingFace/DebertaV2ForQuestionAnswering
((T([1536, 512], f16, stride=(1, 1536)), T([512, 1536], f16)), {})
aten.mm.default
HuggingFace/DebertaV2ForMaskedLM
((T([1536, 512], f16, stride=(1, 1536)), T([512, 6144], f16)), {})
aten.mm.default
HuggingFace/DebertaV2ForQuestionAnswering
((T([1536, 512], f16, stride=(1, 1536)), T([512, 6144], f16)), {})
aten.mm.default
TIMM/coat_lite_mini
((T([1536, 6400], f16, stride=(1, 1536)), T([6400, 512], f16)), {})
aten.mm.default
TIMM/convnext_base
((T([1568, 1024], f16), T([1024, 4096], f16)), {})
aten.mm.default
TIMM/convnext_base
((T([1568, 1024], f16), T([1024, 4096], f16, stride=(1, 1024))), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([1568, 1024], f16), T([1024, 512], f16)), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([1568, 128], f16), T([128, 64], f16)), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([1568, 2048], f16), T([2048, 512], f16)), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([1568, 256], f16), T([256, 128], f16)), {})
aten.mm.default
TIMM/convnext_base
((T([1568, 4096], f16), T([4096, 1024], f16)), {})
aten.mm.default
TIMM/convnext_base
((T([1568, 4096], f16), T([4096, 1024], f16, stride=(1, 4096))), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([1568, 512], f16), T([512, 2048], f16)), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([1568, 512], f16), T([512, 512], f16)), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([1568, 640], f16), T([640, 320], f16)), {})
aten.mm.default
TorchBench/timm_vision_transformer
((T([1576, 1152], f16), T([1152, 384], f16)), {})
aten.mm.default
TorchBench/timm_vision_transformer
((T([1576, 1536], f16), T([1536, 384], f16)), {})
aten.mm.default
TorchBench/timm_vision_transformer
((T([1576, 384], f16), T([384, 1536], f16)), {})
aten.mm.default
TorchBench/timm_vision_transformer
((T([1576, 384], f16), T([384, 384], f16)), {})
aten.mm.default
TIMM/nasnetalarge
((T([16, 1000], f16), T([1000, 4032], f16)), {})
aten.mm.default
TIMM/pnasnet5large
((T([16, 1000], f16), T([1000, 4320], f16)), {})
aten.mm.default
TorchBench/resnet18
((T([16, 1000], f16, stride=(0, 0)), T([1000, 512], f16)), {})
aten.mm.default
HuggingFace/LayoutLMForSequenceClassification
((T([16, 2], f16), T([2, 768], f16)), {})
aten.mm.default
TIMM/cait_m36_384
((T([16, 663552], f16, stride=(1, 16)), T([663552, 16], f16)), {})
aten.mm.default
HuggingFace/LayoutLMForSequenceClassification
((T([16, 768], f16), T([768, 768], f16)), {})
aten.mm.default
HuggingFace/AlbertForMaskedLM
((T([16384, 1024], f16, stride=(1, 16384)), T([1024, 4096], f16)), {})
aten.mm.default
HuggingFace/AlbertForQuestionAnswering
((T([16384, 1024], f16, stride=(1, 16384)), T([1024, 4096], f16)), {})
aten.mm.default
TIMM/sebotnet33ts_256
((T([16384, 128], f16), T([128, 15], f16, stride=(1, 128))), {})
aten.mm.default
TIMM/sebotnet33ts_256
((T([16384, 15], f16), T([15, 128], f16)), {})
aten.mm.default
TIMM/mobilevit_s
((T([16384, 192], f16), T([192, 192], f16)), {})
aten.mm.default
TIMM/mobilevit_s
((T([16384, 192], f16), T([192, 384], f16)), {})
aten.mm.default
TIMM/mobilevit_s
((T([16384, 384], f16), T([384, 192], f16)), {})
aten.mm.default
TIMM/mobilevit_s
((T([16384, 576], f16), T([576, 192], f16)), {})
aten.mm.default
TIMM/pit_b_224
((T([16448, 1536], f16), T([1536, 512], f16)), {})
aten.mm.default
TIMM/pit_b_224
((T([16448, 2048], f16), T([2048, 512], f16)), {})
aten.mm.default
TIMM/pit_b_224
((T([16448, 512], f16), T([512, 2048], f16)), {})
aten.mm.default
TIMM/pit_b_224
((T([16448, 512], f16), T([512, 512], f16)), {})
aten.mm.default
TorchBench/fambench_dlrm
((T([192, 1024], f16, stride=(1, 192)), T([1024, 1500], f16)), {})
aten.mm.default
TIMM/mobilevit_s
((T([192, 16384], f16, stride=(1, 192)), T([16384, 192], f16)), {})
aten.mm.default
TIMM/mobilevit_s
((T([192, 16384], f16, stride=(1, 192)), T([16384, 384], f16)), {})
aten.mm.default
TIMM/coat_lite_mini
((T([192, 401536], f16, stride=(1, 192)), T([401536, 64], f16)), {})
aten.mm.default
TIMM/volo_d1_224
((T([192, 50176], f16, stride=(1, 192)), T([50176, 192], f16)), {})
aten.mm.default
TIMM/volo_d1_224
((T([192, 50176], f16, stride=(1, 192)), T([50176, 576], f16)), {})
aten.mm.default
TIMM/gmixer_24_224
((T([196, 24576], f16, stride=(1, 196)), T([24576, 192], f16)), {})
aten.mm.default
TIMM/resmlp_12_224
((T([196, 49152], f16, stride=(1, 196)), T([49152, 196], f16)), {})
aten.mm.default
TIMM/mixer_b16_224
((T([196, 49152], f16, stride=(1, 196)), T([49152, 384], f16)), {})
aten.mm.default
TorchBench/nvidia_deeprecommender
((T([197951, 256], f16, stride=(1, 197951)), T([256, 512], f16)), {})
aten.mm.default
TIMM/cait_m36_384
((T([2, 1000], f16), T([1000, 768], f16)), {})
aten.mm.default
HuggingFace/MegatronBertForQuestionAnswering
((T([2, 1024], f16, stride=(1, 2)), T([1024, 1024], f16)), {})
aten.mm.default
HuggingFace/AlbertForQuestionAnswering
((T([2, 1024], f16, stride=(1, 2)), T([1024, 4096], f16)), {})
aten.mm.default
HuggingFace/GPTNeoForSequenceClassification
((T([2, 128], f16, stride=(1, 2)), T([128, 2048], f16)), {})
aten.mm.default
HuggingFace/LayoutLMForSequenceClassification
((T([2, 16], f16, stride=(1, 2)), T([16, 768], f16)), {})
aten.mm.default
HuggingFace/DebertaForQuestionAnswering
((T([2, 2048], f16, stride=(1, 2)), T([2048, 768], f16)), {})
aten.mm.default
TorchBench/fastNLP_Bert
((T([2, 2844], f16, stride=(1, 2)), T([2844, 768], f16)), {})
aten.mm.default
TIMM/cait_m36_384
((T([2, 3072], f16), T([3072, 768], f16)), {})
aten.mm.default
HuggingFace/ElectraForQuestionAnswering
((T([2, 32768], f16, stride=(1, 2)), T([32768, 256], f16)), {})
aten.mm.default
HuggingFace/MobileBertForQuestionAnswering
((T([2, 4096], f16, stride=(1, 2)), T([4096, 512], f16)), {})