operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
stringlengths
19
5.24k
aten.mm.default
TIMM/rexnet_100
((T([1000, 128], f16, stride=(1, 1000)), T([128, 1280], f16)), {})
aten.mm.default
TIMM/spnasnet_100
((T([1000, 128], f16, stride=(1, 1000)), T([128, 1280], f16)), {})
aten.mm.default
TIMM/tf_efficientnet_b0
((T([1000, 128], f16, stride=(1, 1000)), T([128, 1280], f16)), {})
aten.mm.default
TIMM/tinynet_a
((T([1000, 128], f16, stride=(1, 1000)), T([128, 1280], f16)), {})
aten.mm.default
TIMM/repvgg_a2
((T([1000, 128], f16, stride=(1, 1000)), T([128, 1408], f16)), {})
aten.mm.default
TIMM/fbnetc_100
((T([1000, 128], f16, stride=(1, 1000)), T([128, 1984], f16)), {})
aten.mm.default
TIMM/fbnetv3_b
((T([1000, 128], f16, stride=(1, 1000)), T([128, 1984], f16)), {})
aten.mm.default
TIMM/adv_inception_v3
((T([1000, 128], f16, stride=(1, 1000)), T([128, 2048], f16)), {})
aten.mm.default
TIMM/botnet26t_256
((T([1000, 128], f16, stride=(1, 1000)), T([128, 2048], f16)), {})
aten.mm.default
TIMM/eca_botnext26ts_256
((T([1000, 128], f16, stride=(1, 1000)), T([128, 2048], f16)), {})
aten.mm.default
TIMM/eca_halonext26ts
((T([1000, 128], f16, stride=(1, 1000)), T([128, 2048], f16)), {})
aten.mm.default
TIMM/gluon_inception_v3
((T([1000, 128], f16, stride=(1, 1000)), T([128, 2048], f16)), {})
aten.mm.default
TIMM/hrnet_w18
((T([1000, 128], f16, stride=(1, 1000)), T([128, 2048], f16)), {})
aten.mm.default
TIMM/inception_v3
((T([1000, 128], f16, stride=(1, 1000)), T([128, 2048], f16)), {})
aten.mm.default
TIMM/res2net50_14w_8s
((T([1000, 128], f16, stride=(1, 1000)), T([128, 2048], f16)), {})
aten.mm.default
TIMM/res2next50
((T([1000, 128], f16, stride=(1, 1000)), T([128, 2048], f16)), {})
aten.mm.default
TIMM/nfnet_l0
((T([1000, 128], f16, stride=(1, 1000)), T([128, 2304], f16)), {})
aten.mm.default
TIMM/gernet_l
((T([1000, 128], f16, stride=(1, 1000)), T([128, 2560], f16)), {})
aten.mm.default
TIMM/dm_nfnet_f0
((T([1000, 128], f16, stride=(1, 1000)), T([128, 3072], f16)), {})
aten.mm.default
TIMM/regnety_002
((T([1000, 128], f16, stride=(1, 1000)), T([128, 368], f16)), {})
aten.mm.default
TIMM/levit_128
((T([1000, 128], f16, stride=(1, 1000)), T([128, 384], f16)), {})
aten.mm.default
TIMM/resmlp_12_224
((T([1000, 128], f16, stride=(1, 1000)), T([128, 384], f16)), {})
aten.mm.default
TIMM/resnet18
((T([1000, 128], f16, stride=(1, 1000)), T([128, 512], f16)), {})
aten.mm.default
TIMM/coat_lite_mini
((T([1000, 128], f16, stride=(1, 1000)), T([128, 512], f16, stride=(25600, 1))), {})
aten.mm.default
TIMM/visformer_small
((T([1000, 128], f16, stride=(1, 1000)), T([128, 768], f16)), {})
aten.mm.default
TorchBench/resnet18
((T([1000, 16], f16, stride=(0, 0)), T([16, 512], f16)), {})
aten.mm.default
TIMM/nasnetalarge
((T([1000, 16], f16, stride=(1, 1000)), T([16, 4032], f16)), {})
aten.mm.default
TIMM/pnasnet5large
((T([1000, 16], f16, stride=(1, 1000)), T([16, 4320], f16)), {})
aten.mm.default
TIMM/cait_m36_384
((T([1000, 2], f16, stride=(1, 1000)), T([2, 768], f16, stride=(443136, 1))), {})
aten.mm.default
TorchBench/timm_vovnet
((T([1000, 32], f16, stride=(0, 0)), T([32, 1024], f16)), {})
aten.mm.default
TorchBench/mnasnet1_0
((T([1000, 32], f16, stride=(0, 0)), T([32, 1280], f16)), {})
aten.mm.default
TorchBench/mobilenet_v3_large
((T([1000, 32], f16, stride=(0, 0)), T([32, 1280], f16)), {})
aten.mm.default
TorchBench/timm_efficientnet
((T([1000, 32], f16, stride=(0, 0)), T([32, 1280], f16)), {})
aten.mm.default
TorchBench/resnet50
((T([1000, 32], f16, stride=(0, 0)), T([32, 2048], f16)), {})
aten.mm.default
TorchBench/timm_resnest
((T([1000, 32], f16, stride=(0, 0)), T([32, 2048], f16)), {})
aten.mm.default
TorchBench/timm_regnet
((T([1000, 32], f16, stride=(0, 0)), T([32, 2240], f16)), {})
aten.mm.default
TIMM/convnext_base
((T([1000, 32], f16, stride=(1, 1000)), T([32, 1024], f16)), {})
aten.mm.default
TIMM/gluon_senet154
((T([1000, 32], f16, stride=(1, 1000)), T([32, 2048], f16)), {})
aten.mm.default
TIMM/gluon_xception65
((T([1000, 32], f16, stride=(1, 1000)), T([32, 2048], f16)), {})
aten.mm.default
TIMM/legacy_senet154
((T([1000, 32], f16, stride=(1, 1000)), T([32, 2048], f16)), {})
aten.mm.default
TIMM/resnest101e
((T([1000, 32], f16, stride=(1, 1000)), T([32, 2048], f16)), {})
aten.mm.default
TIMM/swsl_resnext101_32x16d
((T([1000, 32], f16, stride=(1, 1000)), T([32, 2048], f16)), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([1000, 32], f16, stride=(1, 1000)), T([32, 512], f16)), {})
aten.mm.default
TIMM/convmixer_768_32
((T([1000, 32], f16, stride=(1, 1000)), T([32, 768], f16)), {})
aten.mm.default
TorchBench/densenet121
((T([1000, 4], f16, stride=(0, 0)), T([4, 1024], f16)), {})
aten.mm.default
TorchBench/vgg16
((T([1000, 64], f16, stride=(0, 0)), T([64, 4096], f16)), {})
aten.mm.default
TIMM/cspdarknet53
((T([1000, 64], f16, stride=(1, 1000)), T([64, 1024], f16)), {})
aten.mm.default
TIMM/densenet121
((T([1000, 64], f16, stride=(1, 1000)), T([64, 1024], f16)), {})
aten.mm.default
TIMM/pit_b_224
((T([1000, 64], f16, stride=(1, 1000)), T([64, 1024], f16)), {})
aten.mm.default
TIMM/swin_base_patch4_window7_224
((T([1000, 64], f16, stride=(1, 1000)), T([64, 1024], f16)), {})
aten.mm.default
TIMM/sebotnet33ts_256
((T([1000, 64], f16, stride=(1, 1000)), T([64, 1280], f16)), {})
aten.mm.default
TIMM/crossvit_9_240
((T([1000, 64], f16, stride=(1, 1000)), T([64, 128], f16, stride=(51328, 1))), {})
aten.mm.default
TIMM/mixnet_l
((T([1000, 64], f16, stride=(1, 1000)), T([64, 1536], f16)), {})
aten.mm.default
TIMM/tf_mixnet_l
((T([1000, 64], f16, stride=(1, 1000)), T([64, 1536], f16)), {})
aten.mm.default
TIMM/ecaresnet101d
((T([1000, 64], f16, stride=(1, 1000)), T([64, 2048], f16)), {})
aten.mm.default
TIMM/res2net101_26w_4s
((T([1000, 64], f16, stride=(1, 1000)), T([64, 2048], f16)), {})
aten.mm.default
TIMM/gmlp_s16_224
((T([1000, 64], f16, stride=(1, 1000)), T([64, 256], f16)), {})
aten.mm.default
TIMM/crossvit_9_240
((T([1000, 64], f16, stride=(1, 1000)), T([64, 256], f16, stride=(50432, 1))), {})
aten.mm.default
TIMM/gmixer_24_224
((T([1000, 64], f16, stride=(1, 1000)), T([64, 384], f16)), {})
aten.mm.default
TIMM/tnt_s_patch16_224
((T([1000, 64], f16, stride=(1, 1000)), T([64, 384], f16, stride=(75648, 1))), {})
aten.mm.default
TIMM/volo_d1_224
((T([1000, 64], f16, stride=(1, 1000)), T([64, 384], f16, stride=(75648, 1))), {})
aten.mm.default
TIMM/jx_nest_base
((T([1000, 64], f16, stride=(1, 1000)), T([64, 512], f16)), {})
aten.mm.default
TIMM/mobilevit_s
((T([1000, 64], f16, stride=(1, 1000)), T([64, 640], f16)), {})
aten.mm.default
TIMM/beit_base_patch16_224
((T([1000, 64], f16, stride=(1, 1000)), T([64, 768], f16)), {})
aten.mm.default
TIMM/mixer_b16_224
((T([1000, 64], f16, stride=(1, 1000)), T([64, 768], f16)), {})
aten.mm.default
TIMM/poolformer_m36
((T([1000, 64], f16, stride=(1, 1000)), T([64, 768], f16)), {})
aten.mm.default
TIMM/vit_base_patch16_224
((T([1000, 64], f16, stride=(1, 1000)), T([64, 768], f16, stride=(151296, 1))), {})
aten.mm.default
TIMM/deit_base_distilled_patch16_224
((T([1000, 64], f16, stride=(1, 1000)), T([64, 768], f16, stride=(152064, 1))), {})
aten.mm.default
TorchBench/resnext50_32x4d
((T([1000, 8], f16, stride=(0, 0)), T([8, 2048], f16)), {})
aten.mm.default
TorchBench/timm_vision_transformer
((T([1000, 8], f16, stride=(0, 0)), T([8, 384], f16, stride=(75648, 1))), {})
aten.mm.default
TorchBench/mobilenet_v2
((T([1000, 96], f16, stride=(0, 0)), T([96, 1280], f16)), {})
aten.mm.default
HuggingFace/Speech2Text2ForCausalLM
((T([10000, 8192], f16, stride=(1, 10000)), T([8192, 256], f16)), {})
aten.mm.default
TIMM/convnext_base
((T([100352, 128], f16), T([128, 512], f16)), {})
aten.mm.default
TIMM/convnext_base
((T([100352, 128], f16), T([128, 512], f16, stride=(1, 128))), {})
aten.mm.default
TIMM/convnext_base
((T([100352, 512], f16), T([512, 128], f16)), {})
aten.mm.default
TIMM/convnext_base
((T([100352, 512], f16), T([512, 128], f16, stride=(1, 512))), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([100352, 512], f16), T([512, 64], f16)), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([100352, 64], f16), T([64, 512], f16)), {})
aten.mm.default
TIMM/twins_pcpvt_base
((T([100352, 64], f16), T([64, 64], f16)), {})
aten.mm.default
TIMM/coat_lite_mini
((T([100480, 1024], f16), T([1024, 128], f16)), {})
aten.mm.default
TIMM/coat_lite_mini
((T([100480, 128], f16), T([128, 1024], f16)), {})
aten.mm.default
TIMM/coat_lite_mini
((T([100480, 128], f16), T([128, 128], f16)), {})
aten.mm.default
TIMM/coat_lite_mini
((T([100480, 384], f16), T([384, 128], f16)), {})
aten.mm.default
TorchBench/speech_transformer
((T([1014, 220], f16, stride=(0, 0)), T([220, 512], f16)), {})
aten.mm.default
TorchBench/vision_maskrcnn
((T([1024, 0], f16), T([0, 1024], f16)), {})
aten.mm.default
TorchBench/vision_maskrcnn
((T([1024, 0], f16), T([0, 12544], f16)), {})
aten.mm.default
TIMM/coat_lite_mini
((T([1024, 100480], f16, stride=(1, 1024)), T([100480, 128], f16)), {})
aten.mm.default
HuggingFace/MBartForConditionalGeneration
((T([1024, 1024], f16), T([1024, 1024], f16)), {})
aten.mm.default
HuggingFace/MegatronBertForQuestionAnswering
((T([1024, 1024], f16), T([1024, 1024], f16)), {})
aten.mm.default
HuggingFace/PegasusForCausalLM
((T([1024, 1024], f16), T([1024, 1024], f16)), {})
aten.mm.default
HuggingFace/TrOCRForCausalLM
((T([1024, 1024], f16), T([1024, 1024], f16)), {})
aten.mm.default
HuggingFace/MBartForConditionalGeneration
((T([1024, 1024], f16), T([1024, 4096], f16)), {})
aten.mm.default
HuggingFace/MegatronBertForQuestionAnswering
((T([1024, 1024], f16), T([1024, 4096], f16)), {})
aten.mm.default
HuggingFace/PegasusForCausalLM
((T([1024, 1024], f16), T([1024, 4096], f16)), {})
aten.mm.default
HuggingFace/TrOCRForCausalLM
((T([1024, 1024], f16), T([1024, 4096], f16)), {})
aten.mm.default
HuggingFace/MBartForConditionalGeneration
((T([1024, 1024], f16), T([1024, 50265], f16, stride=(1, 1024))), {})
aten.mm.default
HuggingFace/PegasusForCausalLM
((T([1024, 1024], f16), T([1024, 50265], f16, stride=(1, 1024))), {})
aten.mm.default
HuggingFace/TrOCRForCausalLM
((T([1024, 1024], f16), T([1024, 50265], f16, stride=(1, 1024))), {})
aten.mm.default
HuggingFace/MBartForConditionalGeneration
((T([1024, 1024], f16, stride=(1, 1024)), T([1024, 1024], f16)), {})
aten.mm.default
HuggingFace/MegatronBertForQuestionAnswering
((T([1024, 1024], f16, stride=(1, 1024)), T([1024, 1024], f16)), {})