operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
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19
5.24k
aten.new_empty.default
TIMM/swin_base_patch4_window7_224
((T([64, 784, 256], f16), [64, 1, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_empty_strided.default
TorchBench/pytorch_stargan
((T([1, 1024, 128, 128], f16), [1, 1024, 128, 128], [16777216, 16384, 128, 1]), {})
aten.new_empty_strided.default
TorchBench/pytorch_CycleGAN_and_pix2pix
((T([1, 128, 128, 128], f16), [1, 128, 128, 128], [2097152, 16384, 128, 1]), {})
aten.new_empty_strided.default
TorchBench/pytorch_stargan
((T([1, 2048, 64, 64], f16), [1, 2048, 64, 64], [8388608, 4096, 64, 1]), {})
aten.new_empty_strided.default
TorchBench/pytorch_CycleGAN_and_pix2pix
((T([1, 256, 64, 64], f16), [1, 256, 64, 64], [1048576, 4096, 64, 1]), {})
aten.new_empty_strided.default
TorchBench/pytorch_stargan
((T([1, 4096, 32, 32], f16), [1, 4096, 32, 32], [4194304, 1024, 32, 1]), {})
aten.new_empty_strided.default
TorchBench/fastNLP_Bert
((T([1, 6, 474, 768], f16), [1, 6, 474, 768], [2184192, 364032, 768, 1]), {})
aten.new_empty_strided.default
TorchBench/pytorch_CycleGAN_and_pix2pix
((T([1, 64, 256, 256], f16), [1, 64, 256, 256], [4194304, 65536, 256, 1]), {})
aten.new_empty_strided.default
HuggingFace/XLNetLMHeadModel
((T([1024, 16, 64], f16, stride=(1, 1024, 16384)), [1024, 16, 64], [1024, 64, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/convnext_base
((T([1024, 512, 2, 2], f16, stride=(2048, 1, 1024, 512)), [1024, 512, 2, 2], [2048, 4, 2, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
HuggingFace/AllenaiLongformerBase
((T([1024, 768], f16), [1024, 768], [768, 1]), {})
aten.new_empty_strided.default
HuggingFace/AllenaiLongformerBase
((T([12, 4, 256, 513], f16), [12, 4, 256, 513], [525312, 131328, 513, 1]), {})
aten.new_empty_strided.default
TIMM/ghostnet_100
((T([128, 112, 14, 14], f16), [128, 112, 14, 14], [21952, 196, 14, 1]), {})
aten.new_empty_strided.default
TIMM/twins_pcpvt_base
((T([128, 128, 4, 4], f16, stride=(2048, 1, 512, 128)), [128, 128, 4, 4], [2048, 16, 4, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/ghostnet_100
((T([128, 16, 112, 112], f16), [128, 16, 112, 112], [200704, 12544, 112, 1]), {})
aten.new_empty_strided.default
TIMM/ghostnet_100
((T([128, 160, 7, 7], f16), [128, 160, 7, 7], [7840, 49, 7, 1]), {})
aten.new_empty_strided.default
TIMM/ghostnet_100
((T([128, 24, 56, 56], f16), [128, 24, 56, 56], [75264, 3136, 56, 1]), {})
aten.new_empty_strided.default
TIMM/ghostnet_100
((T([128, 40, 28, 28], f16), [128, 40, 28, 28], [31360, 784, 28, 1]), {})
aten.new_empty_strided.default
TorchBench/Background_Matting
((T([128, 64, 3, 3], f16, stride=(576, 1, 192, 64)), [128, 64, 3, 3], [576, 9, 3, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/ghostnet_100
((T([128, 80, 14, 14], f16), [128, 80, 14, 14], [15680, 196, 14, 1]), {})
aten.new_empty_strided.default
HuggingFace/BigBird
((T([144, 64, 64], f16), [144, 64, 64], [4096, 64, 1]), {})
aten.new_empty_strided.default
TIMM/resmlp_12_224
((T([1536, 384], f16, stride=(1, 1536)), [1536, 384], [384, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/gmlp_s16_224
((T([196, 196], f16, stride=(1, 196)), [196, 196], [196, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TorchBench/hf_Longformer
((T([24, 4, 256, 513], f16), [24, 4, 256, 513], [525312, 131328, 513, 1]), {})
aten.new_empty_strided.default
TIMM/convnext_base
((T([256, 128, 2, 2], f16, stride=(512, 1, 256, 128)), [256, 128, 2, 2], [512, 4, 2, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/jx_nest_base
((T([256, 128, 3, 3], f16, stride=(1152, 1, 384, 128)), [256, 128, 3, 3], [1152, 9, 3, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TorchBench/Background_Matting
((T([256, 128, 3, 3], f16, stride=(1152, 1, 384, 128)), [256, 128, 3, 3], [1152, 9, 3, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/levit_128
((T([256, 128], f16, stride=(1, 256)), [256, 128], [128, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TorchBench/hf_BigBird
((T([288, 64, 64], f16), [288, 64, 64], [4096, 64, 1]), {})
aten.new_empty_strided.default
HuggingFace/MobileBertForMaskedLM
((T([30522, 128], f16, stride=(1, 30522)), [30522, 128], [128, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/twins_pcpvt_base
((T([320, 320, 2, 2], f16, stride=(1280, 1, 640, 320)), [320, 320, 2, 2], [1280, 4, 2, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/gmixer_24_224
((T([384, 196], f16, stride=(1, 384)), [384, 196], [196, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/mixer_b16_224
((T([384, 196], f16, stride=(1, 384)), [384, 196], [196, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/convnext_base
((T([512, 256, 2, 2], f16, stride=(1024, 1, 512, 256)), [512, 256, 2, 2], [1024, 4, 2, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/jx_nest_base
((T([512, 256, 3, 3], f16, stride=(2304, 1, 768, 256)), [512, 256, 3, 3], [2304, 9, 3, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
HuggingFace/YituTechConvBert
((T([54, 384], f16, stride=(1, 54)), [54, 384], [384, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TorchBench/pytorch_struct
((T([60, 60, 256], f16, stride=(60, 1, 3600)), [60, 60, 256], [15360, 256, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TorchBench/maml_omniglot
((T([64, 64, 3, 3], f16, stride=(576, 1, 192, 64)), [64, 64, 3, 3], [576, 9, 3, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/twins_pcpvt_base
((T([64, 64, 8, 8], f16, stride=(4096, 1, 512, 64)), [64, 64, 8, 8], [4096, 64, 8, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TIMM/levit_128
((T([640, 128], f16, stride=(1, 640)), [640, 128], [128, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_empty_strided.default
TorchBench/attention_is_all_you_need_pytorch
((T([7936, 512], f16), [7936, 512], [512, 1]), {})
aten.new_empty_strided.default
TorchBench/yolov3
((T([8, 3, 12, 16, 85], f16), [8, 3, 12, 16, 85], [48960, 16320, 1360, 85, 1]), {})
aten.new_empty_strided.default
TorchBench/yolov3
((T([8, 3, 12, 16, 85], f16, stride=(0, 0, 0, 0, 0)), [8, 3, 12, 16, 85], [48960, 16320, 1360, 85, 1]), {})
aten.new_empty_strided.default
TorchBench/yolov3
((T([8, 3, 24, 32, 85], f16), [8, 3, 24, 32, 85], [195840, 65280, 2720, 85, 1]), {})
aten.new_empty_strided.default
TorchBench/yolov3
((T([8, 3, 24, 32, 85], f16, stride=(0, 0, 0, 0, 0)), [8, 3, 24, 32, 85], [195840, 65280, 2720, 85, 1]), {})
aten.new_empty_strided.default
TorchBench/yolov3
((T([8, 3, 48, 64, 85], f16), [8, 3, 48, 64, 85], [783360, 261120, 5440, 85, 1]), {})
aten.new_empty_strided.default
TorchBench/yolov3
((T([8, 3, 48, 64, 85], f16, stride=(0, 0, 0, 0, 0)), [8, 3, 48, 64, 85], [783360, 261120, 5440, 85, 1]), {})
aten.new_empty_strided.default
TorchBench/attention_is_all_you_need_pytorch
((T([8448, 512], f16), [8448, 512], [512, 1]), {})
aten.new_full.default
TorchBench/vision_maskrcnn
((T([3, 799, 1199], f16), [4, 3, 1184, 1216], 0), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_full.default
TorchBench/fastNLP_Bert
((T([6, 474], i64), [6, 476], 2457), {'dtype': i64, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
HuggingFace/BigBird
((T([1, 1, 1, 1024], f16), [1, 1, 1, 192]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
HuggingFace/AllenaiLongformerBase
((T([1, 1024, 1, 1], f16), [1, 1024, 1, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
HuggingFace/AllenaiLongformerBase
((T([1, 1024, 1, 513], f16), [256, 257]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
HuggingFace/AllenaiLongformerBase
((T([1, 1024, 12, 513], f16, stride=(6303744, 513, 525312, 1)), [256, 257]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
HuggingFace/BigBird
((T([1, 12, 14, 64, 192], f32), [1, 12, 64, 256]), {'dtype': f32, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
TorchBench/speech_transformer
((T([10, 204, 320], f16), [10, 204]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
TorchBench/speech_transformer
((T([10, 204, 512], f16), [10, 204]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
TorchBench/hf_BigBird
((T([2, 1, 1, 1024], f16), [2, 1, 1, 192]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
TorchBench/hf_Longformer
((T([2, 1024, 1, 1], f16), [2, 1024, 1, 1]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
TorchBench/hf_Longformer
((T([2, 1024, 1, 513], f16), [256, 257]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
TorchBench/hf_Longformer
((T([2, 1024, 12, 513], f16, stride=(6303744, 513, 525312, 1)), [256, 257]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_ones.default
TorchBench/hf_BigBird
((T([2, 12, 14, 64, 192], f32), [2, 12, 64, 256]), {'dtype': f32, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_zeros.default
TorchBench/vision_maskrcnn
((T([0, 4], f16), [0, 4]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_zeros.default
TorchBench/vision_maskrcnn
((T([0], f16), [0]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_zeros.default
HuggingFace/GPTNeoForSequenceClassification
((T([1, 2], f16), [1, 128, 2]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_zeros.default
TorchBench/timm_efficientdet
((T([1, 5000, 1], f16), [1, 5000, 90]), {})
aten.new_zeros.default
TorchBench/timm_efficientdet
((T([1, 5000, 4], f16), [1, 76725, 4]), {})
aten.new_zeros.default
TorchBench/timm_efficientdet
((T([1, 5000, 90], f16), [1, 76725, 90]), {})
aten.new_zeros.default
TorchBench/timm_efficientdet
((T([100, 1], f32, stride=(0, 0)), [5000, 1]), {'dtype': f32, 'layout': torch.strided, 'device': 'cuda'})
aten.new_zeros.default
TorchBench/timm_efficientdet
((T([100, 4], f32), [5000, 4]), {'dtype': f32, 'layout': torch.strided, 'device': 'cuda'})
aten.new_zeros.default
TorchBench/hf_BigBird
((T([1008, 64, 64], f16), [384, 64, 64]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_zeros.default
HuggingFace/AllenaiLongformerBase
((T([1024, 12, 513], f16), [6303744]), {})
aten.new_zeros.default
TorchBench/fambench_dlrm
((T([1024, 30876], f16, stride=(31068, 1)), [1024, 249, 249]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_zeros.default
HuggingFace/AllenaiLongformerBase
((T([1024, 768], f16), [786432]), {})
aten.new_zeros.default
HuggingFace/BigBird
((T([12, 12, 64, 64], f16, stride=(64, 49152, 768, 1)), [589824]), {})
aten.new_zeros.default
TIMM/levit_128
((T([12, 16, 16], f16), [12, 16]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_zeros.default
HuggingFace/AllenaiLongformerBase
((T([12, 3, 512, 64], f16), [786432]), {})
aten.new_zeros.default
HuggingFace/AllenaiLongformerBase
((T([12, 3, 512, 64], f16, stride=(98304, 32768, 1, 512)), [786432]), {})
aten.new_zeros.default
HuggingFace/AllenaiLongformerBase
((T([12, 4, 768, 64], f16), [1179648]), {})
aten.new_zeros.default
TIMM/ghostnet_100
((T([128, 112, 14, 14], f16), [2809856]), {})
aten.new_zeros.default
TorchBench/pytorch_CycleGAN_and_pix2pix
((T([128, 128, 128], f16), [2097152]), {})
aten.new_zeros.default
TIMM/ghostnet_100
((T([128, 16, 112, 112], f16), [25690112]), {})
aten.new_zeros.default
TIMM/ghostnet_100
((T([128, 160, 7, 7], f16), [1003520]), {})
aten.new_zeros.default
TIMM/ghostnet_100
((T([128, 24, 56, 56], f16), [9633792]), {})
aten.new_zeros.default
TIMM/ghostnet_100
((T([128, 40, 28, 28], f16), [4014080]), {})
aten.new_zeros.default
TIMM/ghostnet_100
((T([128, 80, 14, 14], f16), [2007040]), {})
aten.new_zeros.default
TorchBench/pytorch_stargan
((T([16, 128, 64, 64], f16), [8388608]), {})
aten.new_zeros.default
TIMM/levit_128
((T([16, 16, 49], f16), [16, 49]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_zeros.default
TorchBench/pytorch_stargan
((T([16, 256, 32, 32], f16), [4194304]), {})
aten.new_zeros.default
TorchBench/pytorch_stargan
((T([16, 64, 128, 128], f16), [16777216]), {})
aten.new_zeros.default
TorchBench/hf_Longformer
((T([2, 1024, 12, 513], f16), [12607488]), {})
aten.new_zeros.default
HuggingFace/BartForConditionalGeneration
((T([2, 1024], i64), [2, 1024]), {'dtype': i64, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_zeros.default
TorchBench/hf_BigBird
((T([2, 12, 12, 64, 64], f16, stride=(786432, 64, 49152, 768, 1)), [1179648]), {})
aten.new_zeros.default
HuggingFace/XGLMForCausalLM
((T([2, 128], i64), [2, 128]), {'dtype': i64, 'layout': torch.strided, 'device': 'cuda', 'pin_memory': False})
aten.new_zeros.default
TorchBench/hf_Longformer
((T([24, 3, 512, 64], f16), [1572864]), {})
aten.new_zeros.default
TorchBench/hf_Longformer
((T([24, 3, 512, 64], f16, stride=(98304, 32768, 1, 512)), [1572864]), {})
aten.new_zeros.default
TorchBench/hf_Longformer
((T([24, 4, 768, 64], f16), [2359296]), {})
aten.new_zeros.default
TIMM/swin_base_patch4_window7_224
((T([2401, 16], f16, stride=(1, 2401)), [169, 16]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_zeros.default
TIMM/swin_base_patch4_window7_224
((T([2401, 32], f16, stride=(1, 2401)), [169, 32]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})
aten.new_zeros.default
TIMM/swin_base_patch4_window7_224
((T([2401, 4], f16, stride=(1, 2401)), [169, 4]), {'dtype': f16, 'layout': torch.strided, 'device': 'cuda'})