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| Name Self CPU % Self CPU CPU total % CPU total CPU time avg # of Calls | |
| ------------------------------------------- ------------ ------------ ------------ ------------ ------------ ------------ | |
| aten::cudnn_convolution 69.86% 444.597ms 69.86% 444.597ms 37.050ms 12 | |
| aten::_log_softmax 7.52% 47.831ms 7.52% 47.831ms 47.831ms 1 | |
| aten::clamp_min 4.42% 28.104ms 4.42% 28.104ms 3.513ms 8 | |
| aten::cudnn_batch_norm 4.13% 26.264ms 4.20% 26.758ms 2.676ms 10 | |
| aten::add_ 3.47% 22.086ms 3.47% 22.086ms 2.209ms 10 | |
| aten::bernoulli_ 2.79% 17.777ms 2.79% 17.777ms 2.222ms 8 | |
| aten::div_ 2.53% 16.126ms 2.53% 16.126ms 2.016ms 8 | |
| aten::mul 2.29% 14.584ms 2.29% 14.584ms 1.823ms 8 | |
| aten::avg_pool2d 0.63% 4.009ms 0.63% 4.009ms 4.009ms 1 | |
| aten::max_pool2d_with_indices 0.54% 3.446ms 0.54% 3.446ms 1.149ms 3 | |
| aten::convolution 0.39% 2.469ms 70.31% 447.487ms 37.291ms 12 | |
| aten::relu 0.28% 1.804ms 4.70% 29.908ms 3.739ms 8 | |
| aten::_batch_norm_impl_index 0.22% 1.430ms 4.43% 28.188ms 2.819ms 10 | |
| aten::batch_norm 0.16% 1.006ms 4.59% 29.194ms 2.919ms 10 | |
| aten::empty 0.12% 757.000us 0.12% 757.000us 11.828us 64 | |
| aten::max_pool2d 0.12% 751.000us 0.66% 4.197ms 1.399ms 3 | |
| aten::log_softmax 0.10% 653.000us 7.62% 48.484ms 48.484ms 1 | |
| aten::conv2d 0.10% 636.000us 70.41% 448.123ms 37.344ms 12 | |
| aten::feature_dropout 0.08% 479.000us 7.71% 49.058ms 6.132ms 8 | |
| aten::copy_ 0.07% 447.000us 0.07% 447.000us 63.857us 7 | |
| aten::_convolution 0.07% 421.000us 69.92% 445.018ms 37.085ms 12 | |
| aten::to 0.05% 291.000us 0.13% 843.000us 7.205us 117 | |
| aten::zeros 0.04% 270.000us 0.08% 523.000us 87.167us 6 | |
| aten::empty_strided 0.01% 60.000us 0.01% 60.000us 8.571us 7 | |
| aten::_to_copy 0.01% 45.000us 0.09% 552.000us 78.857us 7 | |
| aten::view 0.01% 39.000us 0.01% 39.000us 3.545us 11 | |
| aten::empty_like 0.00% 31.000us 0.06% 384.000us 38.400us 10 | |
| aten::new_empty 0.00% 23.000us 0.01% 92.000us 11.500us 8 | |
| aten::_has_compatible_shallow_copy_type 0.00% 2.000us 0.00% 2.000us 0.031us 64 | |
| aten::zero_ 0.00% 1.000us 0.00% 1.000us 0.167us 6 | |
| ------------------------------------------- ------------ ------------ ------------ ------------ ------------ ------------ | |
| Self CPU time total: 636.439ms | |