FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  528.32         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0103         	|500            	|  505.16         	|  95.617         	|
run_training_batch                 	|  0.35064        	|1000           	|  350.64         	|  66.37          	|
optimizer_step_with_closure_0      	|  0.34793        	|1000           	|  347.93         	|  65.857         	|
training_step_and_backward         	|  0.26076        	|1000           	|  260.76         	|  49.357         	|
model_forward                      	|  0.16201        	|1000           	|  162.01         	|  30.665         	|
training_step                      	|  0.16184        	|1000           	|  161.84         	|  30.634         	|
backward                           	|  0.097393       	|1000           	|  97.393         	|  18.435         	|
get_train_batch                    	|  0.029718       	|1500           	|  44.577         	|  8.4375         	|
fetch_next_train_batch             	|  0.029685       	|1500           	|  44.527         	|  8.4281         	|
on_train_batch_end                 	|  0.0013363      	|1000           	|  1.3363         	|  0.25294        	|
zero_grad                          	|  0.0013289      	|1000           	|  1.3289         	|  0.25154        	|
training_batch_to_device           	|  0.00060996     	|1000           	|  0.60996        	|  0.11545        	|
on_train_epoch_start               	|  0.00028282     	|500            	|  0.14141        	|  0.026766       	|
on_train_epoch_end                 	|  0.00027211     	|500            	|  0.13606        	|  0.025753       	|
on_train_batch_start               	|  0.0001081      	|1000           	|  0.1081         	|  0.020461       	|
on_batch_start                     	|  3.2772e-05     	|1000           	|  0.032772       	|  0.0062031      	|
on_train_end                       	|  0.024711       	|1              	|  0.024711       	|  0.0046773      	|
on_pretrain_routine_start          	|  0.022801       	|1              	|  0.022801       	|  0.0043159      	|
on_before_zero_grad                	|  2.1135e-05     	|1000           	|  0.021135       	|  0.0040004      	|
on_batch_end                       	|  1.3479e-05     	|1000           	|  0.013479       	|  0.0025514      	|
on_before_optimizer_step           	|  1.2294e-05     	|1000           	|  0.012294       	|  0.0023269      	|
on_before_backward                 	|  1.2235e-05     	|1000           	|  0.012235       	|  0.0023159      	|
on_after_backward                  	|  1.1651e-05     	|1000           	|  0.011651       	|  0.0022053      	|
configure_optimizers               	|  0.0087893      	|1              	|  0.0087893      	|  0.0016636      	|
training_step_end                  	|  7.5206e-06     	|1000           	|  0.0075206      	|  0.0014235      	|
on_epoch_start                     	|  1.0665e-05     	|500            	|  0.0053325      	|  0.0010093      	|
on_epoch_end                       	|  1.0194e-05     	|500            	|  0.0050972      	|  0.0009648      	|
on_train_start                     	|  0.00072106     	|1              	|  0.00072106     	|  0.00013648     	|
on_fit_end                         	|  2.4856e-05     	|1              	|  2.4856e-05     	|  4.7048e-06     	|
on_before_accelerator_backend_setup	|  2.2372e-05     	|1              	|  2.2372e-05     	|  4.2346e-06     	|
on_fit_start                       	|  1.6692e-05     	|1              	|  1.6692e-05     	|  3.1595e-06     	|
on_configure_sharded_model         	|  1.3746e-05     	|1              	|  1.3746e-05     	|  2.6019e-06     	|
setup                              	|  1.3546e-05     	|1              	|  1.3546e-05     	|  2.564e-06      	|
teardown                           	|  1.1151e-05     	|1              	|  1.1151e-05     	|  2.1107e-06     	|
on_pretrain_routine_end            	|  1.0489e-05     	|1              	|  1.0489e-05     	|  1.9854e-06     	|
prepare_data                       	|  8.536e-06      	|1              	|  8.536e-06      	|  1.6157e-06     	|
on_train_dataloader                	|  5.1401e-06     	|1              	|  5.1401e-06     	|  9.7292e-07     	|
configure_callbacks                	|  5.029e-06      	|1              	|  5.029e-06      	|  9.519e-07      	|
on_val_dataloader                  	|  4.86e-06       	|1              	|  4.86e-06       	|  9.199e-07      	|
configure_sharded_model            	|  4.8301e-06     	|1              	|  4.8301e-06     	|  9.1424e-07     	|
