operator name
stringclasses
180 values
used in model
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155 values
args
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19
5.24k
aten._softmax.default
TIMM/crossvit_9_240
((T([64, 4, 1, 197], f16), -1, False), {})
aten._softmax.default
TIMM/crossvit_9_240
((T([64, 4, 1, 401], f16), -1, False), {})
aten._softmax.default
TIMM/jx_nest_base
((T([64, 4, 16, 196, 196], f16), -1, False), {})
aten._softmax.default
TIMM/crossvit_9_240
((T([64, 4, 197, 197], f16), -1, False), {})
aten._softmax.default
TIMM/crossvit_9_240
((T([64, 4, 401, 401], f16), -1, False), {})
aten._softmax.default
HuggingFace/ElectraForQuestionAnswering
((T([64, 4, 512, 512], f16), -1, False), {})
aten._softmax.default
TIMM/pit_b_224
((T([64, 4, 962, 962], f16), -1, False), {})
aten._softmax.default
TIMM/volo_d1_224
((T([64, 6, 196, 9, 9], f16, stride=(95256, 81, 486, 9, 1)), -1, False), {})
aten._softmax.default
TIMM/tnt_s_patch16_224
((T([64, 6, 197, 197], f16), -1, False), {})
aten._softmax.default
TIMM/pit_b_224
((T([64, 8, 257, 257], f16), -1, False), {})
aten._softmax.default
TIMM/jx_nest_base
((T([64, 8, 4, 196, 196], f16), -1, False), {})
aten._softmax.default
TorchBench/hf_Albert
((T([8, 12, 512, 512], f16), -1, False), {})
aten._softmax.default
TorchBench/hf_DistilBert
((T([8, 12, 512, 512], f16), -1, False), {})
aten._softmax.default
HuggingFace/MegatronBertForQuestionAnswering
((T([8, 16, 128, 128], f16), -1, False), {})
aten._softmax.default
TorchBench/timm_vision_transformer
((T([8, 6, 197, 197], f16), -1, False), {})
aten._softmax.default
TorchBench/speech_transformer
((T([80, 204, 204], f16), 2, False), {})
aten._softmax.default
TorchBench/speech_transformer
((T([80, 22, 204], f16), 2, False), {})
aten._softmax.default
TorchBench/speech_transformer
((T([80, 22, 22], f16), 2, False), {})
aten._softmax.default
HuggingFace/PLBartForConditionalGeneration
((T([96, 128, 128], f16), -1, False), {})
aten._softmax_backward_data.default
TorchBench/vision_maskrcnn
((T([0, 91], f16), T([0, 91], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/AllenaiLongformerBase
((T([1, 1024, 12, 513], f32), T([1, 1024, 12, 513], f32), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/BigBird
((T([1, 12, 12, 64, 512], f16), T([1, 12, 12, 64, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/CamemBert
((T([1, 12, 512, 512], f16), T([1, 12, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/DistillGPT2
((T([1, 12, 512, 512], f16), T([1, 12, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/BigBird
((T([1, 12, 64, 1024], f16), T([1, 12, 64, 1024], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/BigBird
((T([1, 12, 64, 448], f16), T([1, 12, 64, 448], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/GPTNeoForCausalLM
((T([1, 16, 128, 128], f32), T([1, 16, 128, 128], f32), -1, f32), {})
aten._softmax_backward_data.default
HuggingFace/GPTNeoForSequenceClassification
((T([1, 16, 128, 128], f32), T([1, 16, 128, 128], f32), -1, f32), {})
aten._softmax_backward_data.default
HuggingFace/DebertaV2ForMaskedLM
((T([1, 24, 512, 512], f16), T([1, 24, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/DebertaV2ForQuestionAnswering
((T([1, 24, 512, 512], f16), T([1, 24, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/ElectraForCausalLM
((T([1, 4, 512, 512], f16), T([1, 4, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/YituTechConvBert
((T([1, 6, 512, 512], f16), T([1, 6, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/eca_halonext26ts
((T([1024, 1, 64, 144], f16), T([1024, 1, 64, 144], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/BlenderbotSmallForCausalLM
((T([1024, 128, 128], f16), T([1024, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/BlenderbotSmallForConditionalGeneration
((T([1024, 128, 128], f16), T([1024, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/eca_halonext26ts
((T([1024, 4, 16, 144], f16), T([1024, 4, 16, 144], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/eca_halonext26ts
((T([1024, 4, 64, 144], f16), T([1024, 4, 64, 144], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/swin_base_patch4_window7_224
((T([1024, 8, 49, 49], f16), T([1024, 8, 49, 49], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/tnt_s_patch16_224
((T([12544, 4, 16, 16], f16), T([12544, 4, 16, 16], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/levit_128
((T([128, 12, 16, 16], f16), T([128, 12, 16, 16], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/MBartForConditionalGeneration
((T([128, 128, 128], f16), T([128, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/PegasusForCausalLM
((T([128, 128, 128], f16), T([128, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/TrOCRForCausalLM
((T([128, 128, 128], f16), T([128, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/levit_128
((T([128, 16, 16, 49], f16), T([128, 16, 16, 49], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/levit_128
((T([128, 4, 196, 196], f16), T([128, 4, 196, 196], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/visformer_small
((T([128, 6, 196, 196], f16), T([128, 6, 196, 196], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/visformer_small
((T([128, 6, 49, 49], f16), T([128, 6, 49, 49], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/coat_lite_mini
((T([128, 8, 197, 40], f16, stride=(63040, 7880, 1, 197)), T([128, 8, 197, 40], f16), 2, f16), {})
aten._softmax_backward_data.default
TIMM/coat_lite_mini
((T([128, 8, 3137, 8], f16, stride=(200768, 25096, 1, 3137)), T([128, 8, 3137, 8], f16), 2, f16), {})
aten._softmax_backward_data.default
TIMM/levit_128
((T([128, 8, 49, 196], f16), T([128, 8, 49, 196], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/levit_128
((T([128, 8, 49, 49], f16), T([128, 8, 49, 49], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/coat_lite_mini
((T([128, 8, 50, 64], f16, stride=(25600, 3200, 1, 50)), T([128, 8, 50, 64], f16), 2, f16), {})
aten._softmax_backward_data.default
TIMM/coat_lite_mini
((T([128, 8, 785, 16], f16, stride=(100480, 12560, 1, 785)), T([128, 8, 785, 16], f16), 2, f16), {})
aten._softmax_backward_data.default
HuggingFace/DistilBertForMaskedLM
((T([16, 12, 128, 128], f16), T([16, 12, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/BERT_pytorch
((T([16, 12, 128, 128], f16), T([16, 12, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/LayoutLMForMaskedLM
((T([16, 12, 512, 512], f16), T([16, 12, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/LayoutLMForSequenceClassification
((T([16, 12, 512, 512], f16), T([16, 12, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/MobileBertForMaskedLM
((T([16, 4, 128, 128], f16), T([16, 4, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/PLBartForCausalLM
((T([192, 128, 128], f16), T([192, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/hf_Longformer
((T([2, 1024, 12, 513], f32), T([2, 1024, 12, 513], f32), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/hf_BigBird
((T([2, 12, 12, 64, 512], f16), T([2, 12, 12, 64, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/hf_BigBird
((T([2, 12, 64, 1024], f16), T([2, 12, 64, 1024], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/hf_BigBird
((T([2, 12, 64, 448], f16), T([2, 12, 64, 448], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/cait_m36_384
((T([2, 16, 1, 577], f16), T([2, 16, 1, 577], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/MegatronBertForCausalLM
((T([2, 16, 128, 128], f16), T([2, 16, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/cait_m36_384
((T([2, 16, 576, 576], f16, stride=(5308416, 1, 9216, 16)), T([2, 16, 576, 576], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/AlbertForMaskedLM
((T([2, 64, 512, 512], f16), T([2, 64, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/AlbertForQuestionAnswering
((T([2, 64, 512, 512], f16), T([2, 64, 512, 512], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/sebotnet33ts_256
((T([256, 1024, 1024], f16), T([256, 1024, 1024], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/MBartForCausalLM
((T([256, 128, 128], f16), T([256, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/Speech2Text2ForCausalLM
((T([256, 128, 128], f16), T([256, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/swin_base_patch4_window7_224
((T([256, 16, 49, 49], f16), T([256, 16, 49, 49], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/sebotnet33ts_256
((T([256, 256, 256], f16), T([256, 256, 256], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/mobilevit_s
((T([256, 4, 16, 16], f16), T([256, 4, 16, 16], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/mobilevit_s
((T([256, 4, 256, 256], f16), T([256, 4, 256, 256], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/mobilevit_s
((T([256, 4, 64, 64], f16), T([256, 4, 64, 64], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/sebotnet33ts_256
((T([256, 64, 64], f16), T([256, 64, 64], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/attention_is_all_you_need_pytorch
((T([256, 8, 31, 31], f16), T([256, 8, 31, 31], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/attention_is_all_you_need_pytorch
((T([256, 8, 31, 33], f16), T([256, 8, 31, 33], f16), -1, f16), {})
aten._softmax_backward_data.default
TorchBench/attention_is_all_you_need_pytorch
((T([256, 8, 33, 33], f16), T([256, 8, 33, 33], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/YituTechConvBert
((T([3072, 9, 1], f16), T([3072, 9, 1], f16), 1, f16), {})
aten._softmax_backward_data.default
TIMM/twins_pcpvt_base
((T([32, 1, 3136, 49], f16), T([32, 1, 3136, 49], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/BartForConditionalGeneration
((T([32, 1024, 1024], f16), T([32, 1024, 1024], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/DistilBertForQuestionAnswering
((T([32, 12, 128, 128], f16), T([32, 12, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/M2M100ForConditionalGeneration
((T([32, 128, 128], f16), T([32, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/XGLMForCausalLM
((T([32, 128, 128], f16), T([32, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/resnest101e
((T([32, 2, 1, 128], f16), T([32, 2, 1, 128], f16), 1, f16), {})
aten._softmax_backward_data.default
TorchBench/timm_resnest
((T([32, 2, 1, 128], f16), T([32, 2, 1, 128], f16), 1, f16), {})
aten._softmax_backward_data.default
TIMM/resnest101e
((T([32, 2, 1, 256], f16), T([32, 2, 1, 256], f16), 1, f16), {})
aten._softmax_backward_data.default
TorchBench/timm_resnest
((T([32, 2, 1, 256], f16), T([32, 2, 1, 256], f16), 1, f16), {})
aten._softmax_backward_data.default
TIMM/resnest101e
((T([32, 2, 1, 512], f16), T([32, 2, 1, 512], f16), 1, f16), {})
aten._softmax_backward_data.default
TorchBench/timm_resnest
((T([32, 2, 1, 512], f16), T([32, 2, 1, 512], f16), 1, f16), {})
aten._softmax_backward_data.default
TIMM/resnest101e
((T([32, 2, 1, 64], f16), T([32, 2, 1, 64], f16), 1, f16), {})
aten._softmax_backward_data.default
TorchBench/timm_resnest
((T([32, 2, 1, 64], f16), T([32, 2, 1, 64], f16), 1, f16), {})
aten._softmax_backward_data.default
TIMM/twins_pcpvt_base
((T([32, 2, 784, 49], f16), T([32, 2, 784, 49], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/MobileBertForQuestionAnswering
((T([32, 4, 128, 128], f16), T([32, 4, 128, 128], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/twins_pcpvt_base
((T([32, 5, 196, 49], f16), T([32, 5, 196, 49], f16), -1, f16), {})
aten._softmax_backward_data.default
TIMM/twins_pcpvt_base
((T([32, 8, 49, 49], f16), T([32, 8, 49, 49], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/GPT2ForSequenceClassification
((T([4, 12, 1024, 1024], f16), T([4, 12, 1024, 1024], f16), -1, f16), {})
aten._softmax_backward_data.default
HuggingFace/RobertaForCausalLM
((T([4, 12, 128, 128], f16), T([4, 12, 128, 128], f16), -1, f16), {})