FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  361.1          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.3683         	|63             	|  338.2          	|  93.659         	|
run_training_batch                 	|  0.3149         	|1000           	|  314.9          	|  87.205         	|
optimizer_step_with_closure_0      	|  0.31219        	|1000           	|  312.19         	|  86.455         	|
training_step_and_backward         	|  0.23342        	|1000           	|  233.42         	|  64.641         	|
model_forward                      	|  0.14454        	|1000           	|  144.54         	|  40.027         	|
training_step                      	|  0.1444         	|1000           	|  144.4          	|  39.988         	|
backward                           	|  0.087551       	|1000           	|  87.551         	|  24.245         	|
get_train_batch                    	|  0.0075097      	|1063           	|  7.9828         	|  2.2107         	|
fetch_next_train_batch             	|  0.0074903      	|1063           	|  7.9622         	|  2.205          	|
zero_grad                          	|  0.0013048      	|1000           	|  1.3048         	|  0.36134        	|
on_train_batch_end                 	|  0.0012058      	|1000           	|  1.2058         	|  0.33393        	|
training_batch_to_device           	|  0.00022391     	|1000           	|  0.22391        	|  0.062008       	|
on_train_batch_start               	|  9.2169e-05     	|1000           	|  0.092169       	|  0.025525       	|
on_train_end                       	|  0.025152       	|1              	|  0.025152       	|  0.0069654      	|
on_pretrain_routine_start          	|  0.022698       	|1              	|  0.022698       	|  0.0062857      	|
on_train_epoch_end                 	|  0.00030004     	|63             	|  0.018903       	|  0.0052348      	|
on_train_epoch_start               	|  0.00028757     	|63             	|  0.018117       	|  0.0050171      	|
on_batch_start                     	|  1.6957e-05     	|1000           	|  0.016957       	|  0.0046959      	|
on_batch_end                       	|  1.3612e-05     	|1000           	|  0.013612       	|  0.0037696      	|
on_before_zero_grad                	|  1.3548e-05     	|1000           	|  0.013548       	|  0.0037518      	|
on_after_backward                  	|  1.142e-05      	|1000           	|  0.01142        	|  0.0031625      	|
on_before_backward                 	|  1.0695e-05     	|1000           	|  0.010695       	|  0.0029618      	|
on_before_optimizer_step           	|  1.0199e-05     	|1000           	|  0.010199       	|  0.0028245      	|
configure_optimizers               	|  0.0083952      	|1              	|  0.0083952      	|  0.0023249      	|
training_step_end                  	|  6.0993e-06     	|1000           	|  0.0060993      	|  0.0016891      	|
on_train_start                     	|  0.00073972     	|1              	|  0.00073972     	|  0.00020485     	|
on_epoch_end                       	|  1.108e-05      	|63             	|  0.00069802     	|  0.0001933      	|
on_epoch_start                     	|  1.0581e-05     	|63             	|  0.00066659     	|  0.0001846      	|
on_fit_end                         	|  2.2041e-05     	|1              	|  2.2041e-05     	|  6.1038e-06     	|
on_before_accelerator_backend_setup	|  2.0118e-05     	|1              	|  2.0118e-05     	|  5.5713e-06     	|
on_fit_start                       	|  1.7583e-05     	|1              	|  1.7583e-05     	|  4.8692e-06     	|
setup                              	|  1.4988e-05     	|1              	|  1.4988e-05     	|  4.1506e-06     	|
on_configure_sharded_model         	|  1.3555e-05     	|1              	|  1.3555e-05     	|  3.7538e-06     	|
teardown                           	|  1.066e-05      	|1              	|  1.066e-05      	|  2.9521e-06     	|
on_pretrain_routine_end            	|  9.398e-06      	|1              	|  9.398e-06      	|  2.6026e-06     	|
prepare_data                       	|  8.136e-06      	|1              	|  8.136e-06      	|  2.2531e-06     	|
configure_callbacks                	|  4.658e-06      	|1              	|  4.658e-06      	|  1.2899e-06     	|
on_val_dataloader                  	|  4.478e-06      	|1              	|  4.478e-06      	|  1.2401e-06     	|
configure_sharded_model            	|  4.368e-06      	|1              	|  4.368e-06      	|  1.2096e-06     	|
on_train_dataloader                	|  3.887e-06      	|1              	|  3.887e-06      	|  1.0764e-06     	|
