FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  357.5          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.524         	|25             	|  338.1          	|  94.574         	|
run_training_batch                 	|  0.28347        	|1000           	|  283.47         	|  79.291         	|
optimizer_step_with_closure_0      	|  0.27962        	|1000           	|  279.62         	|  78.216         	|
training_step_and_backward         	|  0.21552        	|1000           	|  215.52         	|  60.286         	|
backward                           	|  0.10812        	|1000           	|  108.12         	|  30.243         	|
model_forward                      	|  0.10582        	|1000           	|  105.82         	|  29.601         	|
training_step                      	|  0.10561        	|1000           	|  105.61         	|  29.54          	|
get_train_batch                    	|  0.011389       	|1025           	|  11.674         	|  3.2654         	|
fetch_next_train_batch             	|  0.011364       	|1025           	|  11.648         	|  3.2581         	|
on_train_batch_end                 	|  0.0024357      	|1000           	|  2.4357         	|  0.68132        	|
zero_grad                          	|  0.001542       	|1000           	|  1.542          	|  0.43132        	|
training_batch_to_device           	|  0.00032512     	|1000           	|  0.32512        	|  0.090941       	|
on_train_batch_start               	|  9.7225e-05     	|1000           	|  0.097225       	|  0.027196       	|
on_train_end                       	|  0.049655       	|1              	|  0.049655       	|  0.013889       	|
on_after_backward                  	|  3.0458e-05     	|1000           	|  0.030458       	|  0.0085198      	|
on_pretrain_routine_start          	|  0.026782       	|1              	|  0.026782       	|  0.0074915      	|
on_batch_start                     	|  2.1782e-05     	|1000           	|  0.021782       	|  0.0060929      	|
on_before_zero_grad                	|  1.871e-05      	|1000           	|  0.01871        	|  0.0052334      	|
on_batch_end                       	|  1.6729e-05     	|1000           	|  0.016729       	|  0.0046795      	|
on_before_optimizer_step           	|  1.4233e-05     	|1000           	|  0.014233       	|  0.0039812      	|
on_before_backward                 	|  1.3519e-05     	|1000           	|  0.013519       	|  0.0037815      	|
on_train_epoch_end                 	|  0.00050968     	|25             	|  0.012742       	|  0.0035641      	|
on_train_epoch_start               	|  0.00043041     	|25             	|  0.01076        	|  0.0030099      	|
configure_optimizers               	|  0.0092605      	|1              	|  0.0092605      	|  0.0025903      	|
training_step_end                  	|  7.8794e-06     	|1000           	|  0.0078794      	|  0.002204       	|
on_train_start                     	|  0.00078133     	|1              	|  0.00078133     	|  0.00021855     	|
on_epoch_start                     	|  1.3158e-05     	|25             	|  0.00032895     	|  9.2015e-05     	|
on_epoch_end                       	|  1.2724e-05     	|25             	|  0.00031811     	|  8.8981e-05     	|
on_fit_end                         	|  5.4875e-05     	|1              	|  5.4875e-05     	|  1.535e-05      	|
setup                              	|  3.2904e-05     	|1              	|  3.2904e-05     	|  9.2038e-06     	|
on_fit_start                       	|  2.929e-05      	|1              	|  2.929e-05      	|  8.193e-06      	|
on_before_accelerator_backend_setup	|  2.2529e-05     	|1              	|  2.2529e-05     	|  6.3017e-06     	|
on_configure_sharded_model         	|  2.218e-05      	|1              	|  2.218e-05      	|  6.2043e-06     	|
teardown                           	|  1.8593e-05     	|1              	|  1.8593e-05     	|  5.2008e-06     	|
on_pretrain_routine_end            	|  1.4868e-05     	|1              	|  1.4868e-05     	|  4.1588e-06     	|
configure_sharded_model            	|  1.3553e-05     	|1              	|  1.3553e-05     	|  3.7909e-06     	|
prepare_data                       	|  9.1717e-06     	|1              	|  9.1717e-06     	|  2.5655e-06     	|
on_train_dataloader                	|  7.6238e-06     	|1              	|  7.6238e-06     	|  2.1325e-06     	|
on_val_dataloader                  	|  6.9793e-06     	|1              	|  6.9793e-06     	|  1.9523e-06     	|
configure_callbacks                	|  5.7835e-06     	|1              	|  5.7835e-06     	|  1.6178e-06     	|
