FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  359.57         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.3463         	|63             	|  336.82         	|  93.671         	|
run_training_batch                 	|  0.31359        	|1000           	|  313.59         	|  87.213         	|
optimizer_step_with_closure_0      	|  0.3109         	|1000           	|  310.9          	|  86.463         	|
training_step_and_backward         	|  0.23365        	|1000           	|  233.65         	|  64.978         	|
model_forward                      	|  0.14411        	|1000           	|  144.11         	|  40.077         	|
training_step                      	|  0.14397        	|1000           	|  143.97         	|  40.039         	|
backward                           	|  0.088228       	|1000           	|  88.228         	|  24.537         	|
get_train_batch                    	|  0.0073787      	|1063           	|  7.8436         	|  2.1814         	|
fetch_next_train_batch             	|  0.0073601      	|1063           	|  7.8238         	|  2.1758         	|
zero_grad                          	|  0.0012854      	|1000           	|  1.2854         	|  0.35748        	|
on_train_batch_end                 	|  0.0011992      	|1000           	|  1.1992         	|  0.33349        	|
training_batch_to_device           	|  0.00022345     	|1000           	|  0.22345        	|  0.062142       	|
on_train_batch_start               	|  9.1407e-05     	|1000           	|  0.091407       	|  0.025421       	|
on_train_end                       	|  0.024428       	|1              	|  0.024428       	|  0.0067935      	|
on_pretrain_routine_start          	|  0.022531       	|1              	|  0.022531       	|  0.0062659      	|
on_train_epoch_end                 	|  0.00029709     	|63             	|  0.018717       	|  0.0052053      	|
on_train_epoch_start               	|  0.0002952      	|63             	|  0.018598       	|  0.0051721      	|
on_batch_start                     	|  1.6005e-05     	|1000           	|  0.016005       	|  0.0044511      	|
on_batch_end                       	|  1.348e-05      	|1000           	|  0.01348        	|  0.003749       	|
on_before_zero_grad                	|  1.3169e-05     	|1000           	|  0.013169       	|  0.0036625      	|
on_after_backward                  	|  1.1331e-05     	|1000           	|  0.011331       	|  0.0031513      	|
on_before_backward                 	|  1.0453e-05     	|1000           	|  0.010453       	|  0.0029071      	|
on_before_optimizer_step           	|  1.0212e-05     	|1000           	|  0.010212       	|  0.0028401      	|
configure_optimizers               	|  0.0087513      	|1              	|  0.0087513      	|  0.0024338      	|
training_step_end                  	|  5.8037e-06     	|1000           	|  0.0058037      	|  0.0016141      	|
on_train_start                     	|  0.00074181     	|1              	|  0.00074181     	|  0.0002063      	|
on_epoch_start                     	|  1.0574e-05     	|63             	|  0.00066619     	|  0.00018527     	|
on_epoch_end                       	|  1.0397e-05     	|63             	|  0.00065502     	|  0.00018217     	|
on_fit_end                         	|  2.7782e-05     	|1              	|  2.7782e-05     	|  7.7264e-06     	|
on_before_accelerator_backend_setup	|  2.0679e-05     	|1              	|  2.0679e-05     	|  5.751e-06      	|
on_fit_start                       	|  1.8475e-05     	|1              	|  1.8475e-05     	|  5.138e-06      	|
on_configure_sharded_model         	|  1.4717e-05     	|1              	|  1.4717e-05     	|  4.0929e-06     	|
setup                              	|  1.4587e-05     	|1              	|  1.4587e-05     	|  4.0567e-06     	|
on_pretrain_routine_end            	|  1.051e-05      	|1              	|  1.051e-05      	|  2.9229e-06     	|
teardown                           	|  9.679e-06      	|1              	|  9.679e-06      	|  2.6918e-06     	|
prepare_data                       	|  9.0471e-06     	|1              	|  9.0471e-06     	|  2.5161e-06     	|
configure_sharded_model            	|  5.4809e-06     	|1              	|  5.4809e-06     	|  1.5243e-06     	|
configure_callbacks                	|  4.929e-06      	|1              	|  4.929e-06      	|  1.3708e-06     	|
on_train_dataloader                	|  4.599e-06      	|1              	|  4.599e-06      	|  1.279e-06      	|
on_val_dataloader                  	|  4.3879e-06     	|1              	|  4.3879e-06     	|  1.2203e-06     	|
