operator name
stringclasses
180 values
used in model
stringclasses
155 values
args
stringlengths
19
5.24k
aten.gelu_backward.default
HuggingFace/PLBartForConditionalGeneration
((T([8, 128, 3072], f16), T([8, 128, 3072], f16)), {})
aten.gelu_backward.default
HuggingFace/MBartForConditionalGeneration
((T([8, 128, 4096], f16), T([8, 128, 4096], f16)), {})
aten.gelu_backward.default
HuggingFace/MegatronBertForQuestionAnswering
((T([8, 128, 4096], f16), T([8, 128, 4096], f16)), {})
aten.gelu_backward.default
HuggingFace/PegasusForCausalLM
((T([8, 128, 4096], f16), T([8, 128, 4096], f16)), {})
aten.gelu_backward.default
HuggingFace/TrOCRForCausalLM
((T([8, 128, 4096], f16), T([8, 128, 4096], f16)), {})
aten.gelu_backward.default
TorchBench/timm_vision_transformer
((T([8, 197, 1536], f16), T([8, 197, 1536], f16)), {})
aten.gelu_backward.default
TorchBench/hf_DistilBert
((T([8, 512, 3072], f16), T([8, 512, 3072], f16)), {})
aten.gelu_backward.default
TorchBench/hf_DistilBert
((T([8, 512, 768], f16), T([8, 512, 768], f16)), {})
aten.grid_sampler_2d.default
TorchBench/Super_SloMo
((T([6, 3, 352, 352], f16), T([6, 352, 352, 2], f16), 0, 0, False), {})
aten.grid_sampler_2d_backward.default
TorchBench/Super_SloMo
((T([6, 3, 352, 352], f16), T([6, 3, 352, 352], f16), T([6, 352, 352, 2], f16), 0, 0, False, [False, True]), {})
aten.gt.Scalar
TorchBench/vision_maskrcnn
((T([0], f16), 0.05), {})
aten.gt.Scalar
HuggingFace/AllenaiLongformerBase
((T([1, 1024], f16), 0), {})
aten.gt.Scalar
TorchBench/speech_transformer
((T([10, 22, 22], u8), 0), {})
aten.gt.Scalar
TorchBench/BERT_pytorch
((T([16, 128], i64), 0), {})
aten.gt.Scalar
TorchBench/hf_Longformer
((T([2, 1024], f16), 0), {})
aten.gt.Tensor
TorchBench/timm_efficientdet
((T([5000, 4], f32), T([4], f16)), {})
aten.hardsigmoid.default
TIMM/ese_vovnet19b_dw
((T([128, 1024, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/fbnetv3_b
((T([128, 1104, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/hardcorenas_a
((T([128, 1152, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/fbnetv3_b
((T([128, 120, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/ghostnet_100
((T([128, 120, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/mobilenetv3_large_100
((T([128, 120, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/lcnet_050
((T([128, 128, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/hardcorenas_a
((T([128, 240, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/ese_vovnet19b_dw
((T([128, 256, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/lcnet_050
((T([128, 256, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/fbnetv3_b
((T([128, 360, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/ghostnet_100
((T([128, 480, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/hardcorenas_a
((T([128, 480, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/mobilenetv3_large_100
((T([128, 480, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/ese_vovnet19b_dw
((T([128, 512, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/ghostnet_100
((T([128, 672, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/hardcorenas_a
((T([128, 672, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/mobilenetv3_large_100
((T([128, 672, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/ghostnet_100
((T([128, 72, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/hardcorenas_a
((T([128, 72, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/mobilenetv3_large_100
((T([128, 72, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/fbnetv3_b
((T([128, 720, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/fbnetv3_b
((T([128, 736, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/ese_vovnet19b_dw
((T([128, 768, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/ghostnet_100
((T([128, 960, 1, 1], f16),), {})
aten.hardsigmoid.default
TIMM/mobilenetv3_large_100
((T([128, 960, 1, 1], f16),), {})
aten.hardsigmoid.default
TorchBench/mobilenet_v3_large
((T([32, 120, 1, 1], f16),), {})
aten.hardsigmoid.default
TorchBench/mobilenet_v3_large
((T([32, 480, 1, 1], f16),), {})
aten.hardsigmoid.default
TorchBench/mobilenet_v3_large
((T([32, 672, 1, 1], f16),), {})
aten.hardsigmoid.default
TorchBench/mobilenet_v3_large
((T([32, 72, 1, 1], f16),), {})
aten.hardsigmoid.default
TorchBench/mobilenet_v3_large
((T([32, 960, 1, 1], f16),), {})
aten.hardsigmoid_backward.default
TIMM/ese_vovnet19b_dw
((T([128, 1024, 1, 1], f16), T([128, 1024, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/fbnetv3_b
((T([128, 1104, 1, 1], f16), T([128, 1104, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/hardcorenas_a
((T([128, 1152, 1, 1], f16), T([128, 1152, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/fbnetv3_b
((T([128, 120, 1, 1], f16), T([128, 120, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/ghostnet_100
((T([128, 120, 1, 1], f16), T([128, 120, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/mobilenetv3_large_100
((T([128, 120, 1, 1], f16), T([128, 120, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/lcnet_050
((T([128, 128, 1, 1], f16), T([128, 128, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/hardcorenas_a
((T([128, 240, 1, 1], f16), T([128, 240, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/ese_vovnet19b_dw
((T([128, 256, 1, 1], f16), T([128, 256, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/lcnet_050
((T([128, 256, 1, 1], f16), T([128, 256, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/fbnetv3_b
((T([128, 360, 1, 1], f16), T([128, 360, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/ghostnet_100
((T([128, 480, 1, 1], f16), T([128, 480, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/hardcorenas_a
((T([128, 480, 1, 1], f16), T([128, 480, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/mobilenetv3_large_100
((T([128, 480, 1, 1], f16), T([128, 480, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/ese_vovnet19b_dw
((T([128, 512, 1, 1], f16), T([128, 512, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/ghostnet_100
((T([128, 672, 1, 1], f16), T([128, 672, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/hardcorenas_a
((T([128, 672, 1, 1], f16), T([128, 672, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/mobilenetv3_large_100
((T([128, 672, 1, 1], f16), T([128, 672, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/ghostnet_100
((T([128, 72, 1, 1], f16), T([128, 72, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/hardcorenas_a
((T([128, 72, 1, 1], f16), T([128, 72, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/mobilenetv3_large_100
((T([128, 72, 1, 1], f16), T([128, 72, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/fbnetv3_b
((T([128, 720, 1, 1], f16), T([128, 720, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/fbnetv3_b
((T([128, 736, 1, 1], f16), T([128, 736, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/ese_vovnet19b_dw
((T([128, 768, 1, 1], f16), T([128, 768, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/ghostnet_100
((T([128, 960, 1, 1], f16), T([128, 960, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TIMM/mobilenetv3_large_100
((T([128, 960, 1, 1], f16), T([128, 960, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TorchBench/mobilenet_v3_large
((T([32, 120, 1, 1], f16), T([32, 120, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TorchBench/mobilenet_v3_large
((T([32, 480, 1, 1], f16), T([32, 480, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TorchBench/mobilenet_v3_large
((T([32, 672, 1, 1], f16), T([32, 672, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TorchBench/mobilenet_v3_large
((T([32, 72, 1, 1], f16), T([32, 72, 1, 1], f16)), {})
aten.hardsigmoid_backward.default
TorchBench/mobilenet_v3_large
((T([32, 960, 1, 1], f16), T([32, 960, 1, 1], f16)), {})
aten.hardswish.default
TIMM/levit_128
((T([128, 16, 1024], f16),), {})
aten.hardswish.default
TIMM/levit_128
((T([128, 16, 112, 112], f16),), {})
aten.hardswish.default
TIMM/levit_128
((T([128, 16, 384], f16),), {})
aten.hardswish.default
TIMM/levit_128
((T([128, 16, 768], f16),), {})
aten.hardswish.default
TIMM/levit_128
((T([128, 196, 128], f16),), {})
aten.hardswish.default
TIMM/levit_128
((T([128, 196, 256], f16),), {})
aten.hardswish.default
TIMM/levit_128
((T([128, 32, 56, 56], f16),), {})
aten.hardswish.default
TIMM/levit_128
((T([128, 49, 256], f16),), {})
aten.hardswish.default
TIMM/levit_128
((T([128, 49, 512], f16),), {})
aten.hardswish.default
TIMM/levit_128
((T([128, 64, 28, 28], f16),), {})
aten.hardswish_.default
TIMM/fbnetv3_b
((T([128, 1104, 7, 7], f16),), {})
aten.hardswish_.default
TIMM/hardcorenas_a
((T([128, 1152, 7, 7], f16),), {})
aten.hardswish_.default
TIMM/fbnetv3_b
((T([128, 120, 28, 28], f16),), {})
aten.hardswish_.default
TIMM/fbnetv3_b
((T([128, 120, 56, 56], f16),), {})
aten.hardswish_.default
TIMM/lcnet_050
((T([128, 128, 14, 14], f16),), {})
aten.hardswish_.default
TIMM/lcnet_050
((T([128, 128, 7, 7], f16),), {})
aten.hardswish_.default
TIMM/hardcorenas_a
((T([128, 1280, 1, 1], f16),), {})
aten.hardswish_.default
TIMM/lcnet_050
((T([128, 1280, 1, 1], f16),), {})
aten.hardswish_.default
TIMM/mobilenetv3_large_100
((T([128, 1280, 1, 1], f16),), {})
aten.hardswish_.default
TIMM/fbnetv3_b
((T([128, 1344, 7, 7], f16),), {})
aten.hardswish_.default
TIMM/fbnetv3_b
((T([128, 16, 1, 1], f16),), {})
aten.hardswish_.default
TIMM/fbnetv3_b
((T([128, 16, 112, 112], f16),), {})