operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
stringlengths
19
5.24k
aten.add.Tensor
TorchBench/densenet121
((T([4, 256, 14, 14], f16), T([4, 256, 14, 14], f16, stride=(94080, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 256, 14, 14], f16, stride=(200704, 196, 14, 1)), T([4, 256, 14, 14], f16, stride=(194432, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/vision_maskrcnn
((T([4, 256, 148, 152], f16), T([1, 256, 1, 1], f16)), {})
aten.add.Tensor
TorchBench/vision_maskrcnn
((T([4, 256, 148, 152], f16), T([4, 256, 148, 152], f16)), {})
aten.add.Tensor
TorchBench/vision_maskrcnn
((T([4, 256, 296, 304], f16), T([1, 256, 1, 1], f16)), {})
aten.add.Tensor
TorchBench/vision_maskrcnn
((T([4, 256, 296, 304], f16), T([4, 256, 296, 304], f16)), {})
aten.add.Tensor
TorchBench/vision_maskrcnn
((T([4, 256, 37, 38], f16), T([4, 256, 37, 38], f16)), {})
aten.add.Tensor
TorchBench/vision_maskrcnn
((T([4, 256, 74, 76], f16), T([1, 256, 1, 1], f16)), {})
aten.add.Tensor
TorchBench/vision_maskrcnn
((T([4, 256, 74, 76], f16), T([4, 256, 74, 76], f16)), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(100352, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(106624, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(112896, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(119168, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(125440, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(131712, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(137984, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(144256, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(150528, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(156800, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(163072, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(169344, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(175616, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(181888, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(188160, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(56448, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(62720, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(68992, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(75264, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(81536, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(87808, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16), T([4, 32, 14, 14], f16, stride=(94080, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 14, 14], f16, stride=(200704, 196, 14, 1)), T([4, 32, 14, 14], f16, stride=(194432, 196, 14, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 28, 28], f16), T([4, 32, 28, 28], f16, stride=(125440, 784, 28, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 28, 28], f16), T([4, 32, 28, 28], f16, stride=(150528, 784, 28, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 28, 28], f16), T([4, 32, 28, 28], f16, stride=(175616, 784, 28, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 28, 28], f16), T([4, 32, 28, 28], f16, stride=(200704, 784, 28, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 28, 28], f16), T([4, 32, 28, 28], f16, stride=(225792, 784, 28, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 28, 28], f16), T([4, 32, 28, 28], f16, stride=(250880, 784, 28, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 28, 28], f16), T([4, 32, 28, 28], f16, stride=(275968, 784, 28, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 28, 28], f16), T([4, 32, 28, 28], f16, stride=(301056, 784, 28, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 28, 28], f16), T([4, 32, 28, 28], f16, stride=(326144, 784, 28, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 28, 28], f16), T([4, 32, 28, 28], f16, stride=(351232, 784, 28, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 28, 28], f16, stride=(401408, 784, 28, 1)), T([4, 32, 28, 28], f16, stride=(376320, 784, 28, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 56, 56], f16), T([4, 32, 56, 56], f16, stride=(301056, 3136, 56, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 56, 56], f16), T([4, 32, 56, 56], f16, stride=(401408, 3136, 56, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 56, 56], f16), T([4, 32, 56, 56], f16, stride=(501760, 3136, 56, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 56, 56], f16), T([4, 32, 56, 56], f16, stride=(602112, 3136, 56, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 56, 56], f16, stride=(802816, 3136, 56, 1)), T([4, 32, 56, 56], f16, stride=(702464, 3136, 56, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(26656, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(28224, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(29792, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(31360, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(32928, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(34496, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(36064, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(37632, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(39200, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(40768, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(42336, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(43904, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(45472, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16), T([4, 32, 7, 7], f16, stride=(47040, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 32, 7, 7], f16, stride=(50176, 49, 7, 1)), T([4, 32, 7, 7], f16, stride=(48608, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/vision_maskrcnn
((T([4, 512, 148, 152], f16), T([1, 512, 1, 1], f16)), {})
aten.add.Tensor
TorchBench/vision_maskrcnn
((T([4, 512, 148, 152], f16), T([4, 512, 148, 152], f16)), {})
aten.add.Tensor
HuggingFace/DebertaForMaskedLM
((T([4, 512, 1], f32), 1e-07), {})
aten.add.Tensor
HuggingFace/DebertaForQuestionAnswering
((T([4, 512, 1], f32), 1e-07), {})
aten.add.Tensor
HuggingFace/DebertaForMaskedLM
((T([4, 512, 1], f32), T([4, 512, 1], f32)), {})
aten.add.Tensor
HuggingFace/DebertaForQuestionAnswering
((T([4, 512, 1], f32), T([4, 512, 1], f32)), {})
aten.add.Tensor
TorchBench/hf_GPT2
((T([4, 512, 3072], f16), 1.0), {})
aten.add.Tensor
TorchBench/hf_GPT2
((T([4, 512, 3072], f16), T([4, 512, 3072], f16)), {})
aten.add.Tensor
TorchBench/vision_maskrcnn
((T([4, 512, 37, 38], f16), T([1, 512, 1, 1], f16)), {})
aten.add.Tensor
TorchBench/hf_Bart
((T([4, 512, 50265], f16), T([1, 50265], f16)), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16)), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(26656, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(28224, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(29792, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(31360, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(32928, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(34496, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(36064, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(37632, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(39200, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(40768, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(42336, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(43904, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(45472, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16), T([4, 512, 7, 7], f16, stride=(47040, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/densenet121
((T([4, 512, 7, 7], f16, stride=(50176, 49, 7, 1)), T([4, 512, 7, 7], f16, stride=(48608, 49, 7, 1))), {})
aten.add.Tensor
TorchBench/vision_maskrcnn
((T([4, 512, 74, 76], f16), T([1, 512, 1, 1], f16)), {})
aten.add.Tensor
TorchBench/hf_GPT2
((T([4, 512, 768], f16), T([1, 512, 768], f16)), {})
aten.add.Tensor
HuggingFace/DebertaForMaskedLM
((T([4, 512, 768], f16), T([4, 512, 768], f16)), {})
aten.add.Tensor
HuggingFace/DebertaForQuestionAnswering
((T([4, 512, 768], f16), T([4, 512, 768], f16)), {})
aten.add.Tensor
TorchBench/hf_Bart
((T([4, 512, 768], f16), T([4, 512, 768], f16)), {})
aten.add.Tensor
TorchBench/hf_Bert
((T([4, 512, 768], f16), T([4, 512, 768], f16)), {})
aten.add.Tensor
TorchBench/hf_GPT2
((T([4, 512, 768], f16), T([4, 512, 768], f16)), {})
aten.add.Tensor
HuggingFace/DebertaForMaskedLM
((T([4, 512, 768], f16), T([768], f16)), {})
aten.add.Tensor
HuggingFace/DebertaForQuestionAnswering
((T([4, 512, 768], f16), T([768], f16)), {})
aten.add.Tensor
HuggingFace/DebertaForMaskedLM
((T([4, 512, 768], f32), T([4, 512, 768], f32)), {})
aten.add.Tensor
HuggingFace/DebertaForQuestionAnswering
((T([4, 512, 768], f32), T([4, 512, 768], f32)), {})