FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  384.2          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.807          	|63             	|  365.84         	|  95.221         	|
run_training_batch                 	|  0.23195        	|1000           	|  231.95         	|  60.372         	|
optimizer_step_with_closure_0      	|  0.23005        	|1000           	|  230.05         	|  59.878         	|
training_step_and_backward         	|  0.17073        	|1000           	|  170.73         	|  44.438         	|
model_forward                      	|  0.085749       	|1000           	|  85.749         	|  22.319         	|
training_step                      	|  0.085592       	|1000           	|  85.592         	|  22.278         	|
backward                           	|  0.083704       	|1000           	|  83.704         	|  21.786         	|
get_train_batch                    	|  0.02819        	|1063           	|  29.966         	|  7.7996         	|
fetch_next_train_batch             	|  0.028168       	|1063           	|  29.943         	|  7.7935         	|
on_train_batch_end                 	|  0.001461       	|1000           	|  1.461          	|  0.38026        	|
zero_grad                          	|  0.0012506      	|1000           	|  1.2506         	|  0.32551        	|
training_batch_to_device           	|  0.00023059     	|1000           	|  0.23059        	|  0.060017       	|
on_train_batch_start               	|  9.0845e-05     	|1000           	|  0.090845       	|  0.023645       	|
on_train_end                       	|  0.045168       	|1              	|  0.045168       	|  0.011756       	|
on_pretrain_routine_start          	|  0.022238       	|1              	|  0.022238       	|  0.0057882      	|
on_train_epoch_start               	|  0.00032384     	|63             	|  0.020402       	|  0.0053103      	|
on_train_epoch_end                 	|  0.00031599     	|63             	|  0.019908       	|  0.0051815      	|
on_batch_start                     	|  1.9395e-05     	|1000           	|  0.019395       	|  0.0050481      	|
on_after_backward                  	|  1.6423e-05     	|1000           	|  0.016423       	|  0.0042746      	|
on_batch_end                       	|  1.3924e-05     	|1000           	|  0.013924       	|  0.0036242      	|
on_before_zero_grad                	|  1.3594e-05     	|1000           	|  0.013594       	|  0.0035382      	|
on_before_backward                 	|  1.1222e-05     	|1000           	|  0.011222       	|  0.0029208      	|
on_before_optimizer_step           	|  1.0655e-05     	|1000           	|  0.010655       	|  0.0027732      	|
configure_optimizers               	|  0.010419       	|1              	|  0.010419       	|  0.0027117      	|
training_step_end                  	|  6.2229e-06     	|1000           	|  0.0062229      	|  0.0016197      	|
on_train_start                     	|  0.0011979      	|1              	|  0.0011979      	|  0.00031179     	|
on_epoch_end                       	|  1.168e-05      	|63             	|  0.00073586     	|  0.00019153     	|
on_epoch_start                     	|  1.0934e-05     	|63             	|  0.00068886     	|  0.0001793      	|
on_fit_end                         	|  5.4415e-05     	|1              	|  5.4415e-05     	|  1.4163e-05     	|
on_fit_start                       	|  4.6104e-05     	|1              	|  4.6104e-05     	|  1.2e-05        	|
on_before_accelerator_backend_setup	|  2.3749e-05     	|1              	|  2.3749e-05     	|  6.1813e-06     	|
on_configure_sharded_model         	|  2.2966e-05     	|1              	|  2.2966e-05     	|  5.9777e-06     	|
setup                              	|  2.2745e-05     	|1              	|  2.2745e-05     	|  5.92e-06       	|
teardown                           	|  1.3476e-05     	|1              	|  1.3476e-05     	|  3.5076e-06     	|
on_pretrain_routine_end            	|  1.2184e-05     	|1              	|  1.2184e-05     	|  3.1711e-06     	|
prepare_data                       	|  1.036e-05      	|1              	|  1.036e-05      	|  2.6965e-06     	|
on_train_dataloader                	|  7.8231e-06     	|1              	|  7.8231e-06     	|  2.0362e-06     	|
on_val_dataloader                  	|  7.8063e-06     	|1              	|  7.8063e-06     	|  2.0318e-06     	|
configure_callbacks                	|  6.9533e-06     	|1              	|  6.9533e-06     	|  1.8098e-06     	|
configure_sharded_model            	|  6.7614e-06     	|1              	|  6.7614e-06     	|  1.7599e-06     	|
