operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
stringlengths
19
5.24k
aten.native_layer_norm.default
HuggingFace/PLBartForCausalLM
((T([16, 128, 768], f16), [768], T([768], f16), T([768], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/DistilBertForMaskedLM
((T([16, 128, 768], f16), [768], T([768], f16), T([768], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/LayoutLMForMaskedLM
((T([16, 512, 768], f16), [768], T([768], f16), T([768], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/LayoutLMForSequenceClassification
((T([16, 512, 768], f16), [768], T([768], f16), T([768], f16), 1e-12), {})
aten.native_layer_norm.default
TIMM/cait_m36_384
((T([2, 1, 768], f16), [768], T([768], f16), T([768], f16), 1e-06), {})
aten.native_layer_norm.default
HuggingFace/BartForConditionalGeneration
((T([2, 1024, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-05), {})
aten.native_layer_norm.default
TorchBench/hf_Longformer
((T([2, 1024, 768], f16), [768], T([768], f16), T([768], f16), 1e-05), {})
aten.native_layer_norm.default
TorchBench/hf_BigBird
((T([2, 1024, 768], f16), [768], T([768], f16), T([768], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/M2M100ForConditionalGeneration
((T([2, 128, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/XGLMForCausalLM
((T([2, 128, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/MegatronBertForCausalLM
((T([2, 128, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/AlbertForMaskedLM
((T([2, 512, 128], f16), [128], T([128], f16), T([128], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/AlbertForQuestionAnswering
((T([2, 512, 128], f16), [128], T([128], f16), T([128], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/AlbertForMaskedLM
((T([2, 512, 4096], f16), [4096], T([4096], f16), T([4096], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/AlbertForQuestionAnswering
((T([2, 512, 4096], f16), [4096], T([4096], f16), T([4096], f16), 1e-12), {})
aten.native_layer_norm.default
TIMM/cait_m36_384
((T([2, 576, 768], f16, stride=(442368, 1, 576)), [768], T([768], f16), T([768], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/cait_m36_384
((T([2, 577, 768], f16), [768], T([768], f16), T([768], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/mobilevit_s
((T([256, 16, 240], f16), [240], T([240], f16), T([240], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/mobilevit_s
((T([256, 256, 144], f16), [144], T([144], f16), T([144], f16), 1e-05), {})
aten.native_layer_norm.default
TorchBench/attention_is_all_you_need_pytorch
((T([256, 31, 512], f16), [512], T([512], f16), T([512], f16), 1e-06), {})
aten.native_layer_norm.default
TorchBench/attention_is_all_you_need_pytorch
((T([256, 33, 512], f16), [512], T([512], f16), T([512], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/mobilevit_s
((T([256, 64, 192], f16), [192], T([192], f16), T([192], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/convnext_base
((T([32, 1, 1, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-06), {})
aten.native_layer_norm.default
HuggingFace/DistilBertForQuestionAnswering
((T([32, 128, 768], f16), [768], T([768], f16), T([768], f16), 1e-12), {})
aten.native_layer_norm.default
TIMM/convnext_base
((T([32, 14, 14, 512], f16), [512], T([512], f16), T([512], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/twins_pcpvt_base
((T([32, 196, 320], f16), [320], T([320], f16), T([320], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/twins_pcpvt_base
((T([32, 196, 320], f16, stride=(62720, 1, 196)), [320], T([320], f16), T([320], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/convnext_base
((T([32, 28, 28, 256], f16), [256], T([256], f16), T([256], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/twins_pcpvt_base
((T([32, 3136, 64], f16), [64], T([64], f16), T([64], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/twins_pcpvt_base
((T([32, 3136, 64], f16, stride=(200704, 1, 3136)), [64], T([64], f16), T([64], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/twins_pcpvt_base
((T([32, 49, 128], f16), [128], T([128], f16), T([128], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/twins_pcpvt_base
((T([32, 49, 320], f16), [320], T([320], f16), T([320], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/twins_pcpvt_base
((T([32, 49, 512], f16), [512], T([512], f16), T([512], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/twins_pcpvt_base
((T([32, 49, 512], f16, stride=(25088, 1, 49)), [512], T([512], f16), T([512], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/twins_pcpvt_base
((T([32, 49, 64], f16), [64], T([64], f16), T([64], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/convnext_base
((T([32, 56, 56, 128], f16), [128], T([128], f16), T([128], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/convnext_base
((T([32, 56, 56, 128], f16, stride=(401408, 56, 1, 3136)), [128], T([128], f16), T([128], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/convnext_base
((T([32, 7, 7, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/twins_pcpvt_base
((T([32, 784, 128], f16), [128], T([128], f16), T([128], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/twins_pcpvt_base
((T([32, 784, 128], f16, stride=(100352, 1, 784)), [128], T([128], f16), T([128], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/BartForCausalLM
((T([4, 1024, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/GPT2ForSequenceClassification
((T([4, 1024, 768], f16), [768], T([768], f16), T([768], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/PegasusForConditionalGeneration
((T([4, 128, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/OPTForCausalLM
((T([4, 128, 768], f16), [768], T([768], f16), T([768], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/RobertaForCausalLM
((T([4, 128, 768], f16), [768], T([768], f16), T([768], f16), 1e-12), {})
aten.native_layer_norm.default
TorchBench/hf_Bart
((T([4, 512, 768], f16), [768], T([768], f16), T([768], f16), 1e-05), {})
aten.native_layer_norm.default
TorchBench/hf_GPT2
((T([4, 512, 768], f16), [768], T([768], f16), T([768], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/DebertaForMaskedLM
((T([4, 512, 768], f16), [768], T([768], f16), T([768], f16), 1e-07), {})
aten.native_layer_norm.default
TorchBench/hf_Bert
((T([4, 512, 768], f16), [768], T([768], f16), T([768], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/XLNetLMHeadModel
((T([512, 4, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/OPTForCausalLM
((T([512, 768], f16), [768], T([768], f16), T([768], f16), 1e-05), {})
aten.native_layer_norm.default
TorchBench/fastNLP_Bert
((T([6, 476, 768], f16), [768], T([768], f16), T([768], f16), 1e-12), {})
aten.native_layer_norm.default
TIMM/pit_b_224
((T([64, 1, 1024], f16, stride=(66560, 1024, 1)), [1024], T([1024], f16), T([1024], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/crossvit_9_240
((T([64, 1, 128], f16), [128], T([128], f16), T([128], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/crossvit_9_240
((T([64, 1, 128], f16, stride=(51328, 128, 1)), [128], T([128], f16), T([128], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/jx_nest_base
((T([64, 1, 196, 512], f16), [512], T([512], f16), T([512], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/crossvit_9_240
((T([64, 1, 256], f16), [256], T([256], f16), T([256], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/crossvit_9_240
((T([64, 1, 256], f16, stride=(50432, 256, 1)), [256], T([256], f16), T([256], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/volo_d1_224
((T([64, 1, 384], f16), [384], T([384], f16), T([384], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/Speech2Text2ForCausalLM
((T([64, 128, 256], f16), [256], T([256], f16), T([256], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/BlenderbotSmallForCausalLM
((T([64, 128, 512], f16), [512], T([512], f16), T([512], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/BlenderbotSmallForConditionalGeneration
((T([64, 128, 512], f16), [512], T([512], f16), T([512], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/BertForMaskedLM
((T([64, 128, 768], f16), [768], T([768], f16), T([768], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/BertForQuestionAnswering
((T([64, 128, 768], f16), [768], T([768], f16), T([768], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/RobertaForQuestionAnswering
((T([64, 128, 768], f16), [768], T([768], f16), T([768], f16), 1e-12), {})
aten.native_layer_norm.default
TIMM/volo_d1_224
((T([64, 14, 14, 384], f16, stride=(75264, 14, 1, 196)), [384], T([384], f16), T([384], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/jx_nest_base
((T([64, 14, 14, 512], f16), [512], T([512], f16), T([512], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/jx_nest_base
((T([64, 16, 196, 128], f16), [128], T([128], f16), T([128], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/swin_base_patch4_window7_224
((T([64, 196, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/gmlp_s16_224
((T([64, 196, 256], f16, stride=(50176, 1, 196)), [256], T([256], f16), T([256], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/tnt_s_patch16_224
((T([64, 196, 384], f16), [384], T([384], f16), T([384], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/gmixer_24_224
((T([64, 196, 384], f16, stride=(75264, 1, 196)), [384], T([384], f16), T([384], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/swin_base_patch4_window7_224
((T([64, 196, 512], f16), [512], T([512], f16), T([512], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/mixer_b16_224
((T([64, 196, 768], f16, stride=(150528, 1, 196)), [768], T([768], f16), T([768], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/gmlp_s16_224
((T([64, 196, 768], f16, stride=(301056, 1536, 1)), [768], T([768], f16), T([768], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/crossvit_9_240
((T([64, 197, 256], f16), [256], T([256], f16), T([256], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/tnt_s_patch16_224
((T([64, 197, 384], f16), [384], T([384], f16), T([384], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/volo_d1_224
((T([64, 197, 384], f16), [384], T([384], f16), T([384], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/beit_base_patch16_224
((T([64, 197, 768], f16), [768], T([768], f16), T([768], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/vit_base_patch16_224
((T([64, 197, 768], f16), [768], T([768], f16), T([768], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/deit_base_distilled_patch16_224
((T([64, 198, 768], f16), [768], T([768], f16), T([768], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/pit_b_224
((T([64, 257, 512], f16), [512], T([512], f16), T([512], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/volo_d1_224
((T([64, 28, 28, 192], f16, stride=(150528, 28, 1, 784)), [192], T([192], f16), T([192], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/jx_nest_base
((T([64, 28, 28, 512], f16), [512], T([512], f16), T([512], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/swin_base_patch4_window7_224
((T([64, 3136, 128], f16), [128], T([128], f16), T([128], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/swin_base_patch4_window7_224
((T([64, 3136, 128], f16, stride=(401408, 1, 3136)), [128], T([128], f16), T([128], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/jx_nest_base
((T([64, 4, 196, 256], f16), [256], T([256], f16), T([256], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/crossvit_9_240
((T([64, 401, 128], f16), [128], T([128], f16), T([128], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/swin_base_patch4_window7_224
((T([64, 49, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/swin_base_patch4_window7_224
((T([64, 49, 2048], f16), [2048], T([2048], f16), T([2048], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/ElectraForQuestionAnswering
((T([64, 512, 128], f16), [128], T([128], f16), T([128], f16), 1e-12), {})
aten.native_layer_norm.default
HuggingFace/ElectraForQuestionAnswering
((T([64, 512, 256], f16), [256], T([256], f16), T([256], f16), 1e-12), {})
aten.native_layer_norm.default
TIMM/jx_nest_base
((T([64, 56, 56, 256], f16), [256], T([256], f16), T([256], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/pit_b_224
((T([64, 65, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/beit_base_patch16_224
((T([64, 768], f16), [768], T([768], f16), T([768], f16), 1e-06), {})
aten.native_layer_norm.default
TIMM/swin_base_patch4_window7_224
((T([64, 784, 256], f16), [256], T([256], f16), T([256], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/swin_base_patch4_window7_224
((T([64, 784, 512], f16), [512], T([512], f16), T([512], f16), 1e-05), {})
aten.native_layer_norm.default
TIMM/pit_b_224
((T([64, 962, 256], f16), [256], T([256], f16), T([256], f16), 1e-06), {})
aten.native_layer_norm.default
HuggingFace/MBartForConditionalGeneration
((T([8, 128, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-05), {})
aten.native_layer_norm.default
HuggingFace/PegasusForCausalLM
((T([8, 128, 1024], f16), [1024], T([1024], f16), T([1024], f16), 1e-05), {})