diff --git a/recipes_source/recipes/profiler_recipe.py b/recipes_source/recipes/profiler_recipe.py index 4d43726e71f..e7125ada0fd 100644 --- a/recipes_source/recipes/profiler_recipe.py +++ b/recipes_source/recipes/profiler_recipe.py @@ -105,22 +105,24 @@ ###################################################################### # The output will look like (omitting some columns): - -# --------------------------------- ------------ ------------ ------------ ------------ -# Name Self CPU CPU total CPU time avg # of Calls -# --------------------------------- ------------ ------------ ------------ ------------ -# model_inference 5.509ms 57.503ms 57.503ms 1 -# aten::conv2d 231.000us 31.931ms 1.597ms 20 -# aten::convolution 250.000us 31.700ms 1.585ms 20 -# aten::_convolution 336.000us 31.450ms 1.573ms 20 -# aten::mkldnn_convolution 30.838ms 31.114ms 1.556ms 20 -# aten::batch_norm 211.000us 14.693ms 734.650us 20 -# aten::_batch_norm_impl_index 319.000us 14.482ms 724.100us 20 -# aten::native_batch_norm 9.229ms 14.109ms 705.450us 20 -# aten::mean 332.000us 2.631ms 125.286us 21 -# aten::select 1.668ms 2.292ms 8.988us 255 -# --------------------------------- ------------ ------------ ------------ ------------ -# Self CPU time total: 57.549m +# +# .. code-block:: sh +# +# --------------------------------- ------------ ------------ ------------ ------------ +# Name Self CPU CPU total CPU time avg # of Calls +# --------------------------------- ------------ ------------ ------------ ------------ +# model_inference 5.509ms 57.503ms 57.503ms 1 +# aten::conv2d 231.000us 31.931ms 1.597ms 20 +# aten::convolution 250.000us 31.700ms 1.585ms 20 +# aten::_convolution 336.000us 31.450ms 1.573ms 20 +# aten::mkldnn_convolution 30.838ms 31.114ms 1.556ms 20 +# aten::batch_norm 211.000us 14.693ms 734.650us 20 +# aten::_batch_norm_impl_index 319.000us 14.482ms 724.100us 20 +# aten::native_batch_norm 9.229ms 14.109ms 705.450us 20 +# aten::mean 332.000us 2.631ms 125.286us 21 +# aten::select 1.668ms 2.292ms 8.988us 255 +# --------------------------------- ------------ ------------ ------------ ------------ +# Self CPU time total: 57.549m # ###################################################################### @@ -220,23 +222,22 @@ # # .. code-block:: sh # -#------------------------------------------------------- ------------ ------------ ------------ ------------ ------------ -# Name Self XPU Self XPU % XPU total XPU time avg # of Calls -# ------------------------------------------------------- ------------ ------------ ------------ ------------ ------------ -# model_inference 0.000us 0.00% 2.567ms 2.567ms 1 -# aten::conv2d 0.000us 0.00% 1.871ms 93.560us 20 -# aten::convolution 0.000us 0.00% 1.871ms 93.560us 20 -# aten::_convolution 0.000us 0.00% 1.871ms 93.560us 20 -# aten::convolution_overrideable 1.871ms 72.89% 1.871ms 93.560us 20 -# gen_conv 1.484ms 57.82% 1.484ms 74.216us 20 -# aten::batch_norm 0.000us 0.00% 432.640us 21.632us 20 -# aten::_batch_norm_impl_index 0.000us 0.00% 432.640us 21.632us 20 -# aten::native_batch_norm 432.640us 16.85% 432.640us 21.632us 20 -# conv_reorder 386.880us 15.07% 386.880us 6.448us 60 -# ------------------------------------------------------- ------------ ------------ ------------ ------------ ------------ -# Self CPU time total: 712.486ms -# Self XPU time total: 2.567ms - +# ------------------------------------------------------- ------------ ------------ ------------ ------------ ------------ +# Name Self XPU Self XPU % XPU total XPU time avg # of Calls +# ------------------------------------------------------- ------------ ------------ ------------ ------------ ------------ +# model_inference 0.000us 0.00% 2.567ms 2.567ms 1 +# aten::conv2d 0.000us 0.00% 1.871ms 93.560us 20 +# aten::convolution 0.000us 0.00% 1.871ms 93.560us 20 +# aten::_convolution 0.000us 0.00% 1.871ms 93.560us 20 +# aten::convolution_overrideable 1.871ms 72.89% 1.871ms 93.560us 20 +# gen_conv 1.484ms 57.82% 1.484ms 74.216us 20 +# aten::batch_norm 0.000us 0.00% 432.640us 21.632us 20 +# aten::_batch_norm_impl_index 0.000us 0.00% 432.640us 21.632us 20 +# aten::native_batch_norm 432.640us 16.85% 432.640us 21.632us 20 +# conv_reorder 386.880us 15.07% 386.880us 6.448us 60 +# ------------------------------------------------------- ------------ ------------ ------------ ------------ ------------ +# Self CPU time total: 712.486ms +# Self XPU time total: 2.567ms # @@ -262,22 +263,27 @@ print(prof.key_averages().table(sort_by="self_cpu_memory_usage", row_limit=10)) +############################################################################# # (omitting some columns) -# --------------------------------- ------------ ------------ ------------ -# Name CPU Mem Self CPU Mem # of Calls -# --------------------------------- ------------ ------------ ------------ -# aten::empty 94.79 Mb 94.79 Mb 121 -# aten::max_pool2d_with_indices 11.48 Mb 11.48 Mb 1 -# aten::addmm 19.53 Kb 19.53 Kb 1 -# aten::empty_strided 572 b 572 b 25 -# aten::resize_ 240 b 240 b 6 -# aten::abs 480 b 240 b 4 -# aten::add 160 b 160 b 20 -# aten::masked_select 120 b 112 b 1 -# aten::ne 122 b 53 b 6 -# aten::eq 60 b 30 b 2 -# --------------------------------- ------------ ------------ ------------ -# Self CPU time total: 53.064ms +# +# .. code-block:: sh +# +# --------------------------------- ------------ ------------ ------------ +# Name CPU Mem Self CPU Mem # of Calls +# --------------------------------- ------------ ------------ ------------ +# aten::empty 94.79 Mb 94.79 Mb 121 +# aten::max_pool2d_with_indices 11.48 Mb 11.48 Mb 1 +# aten::addmm 19.53 Kb 19.53 Kb 1 +# aten::empty_strided 572 b 572 b 25 +# aten::resize_ 240 b 240 b 6 +# aten::abs 480 b 240 b 4 +# aten::add 160 b 160 b 20 +# aten::masked_select 120 b 112 b 1 +# aten::ne 122 b 53 b 6 +# aten::eq 60 b 30 b 2 +# --------------------------------- ------------ ------------ ------------ +# Self CPU time total: 53.064ms +# print(prof.key_averages().table(sort_by="cpu_memory_usage", row_limit=10))