FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  519.98         	|  100 %          	|
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run_training_epoch                 	|  7.9208         	|63             	|  499.01         	|  95.967         	|
run_training_batch                 	|  0.37526        	|1000           	|  375.26         	|  72.167         	|
optimizer_step_with_closure_0      	|  0.37105        	|1000           	|  371.05         	|  71.357         	|
training_step_and_backward         	|  0.26748        	|1000           	|  267.48         	|  51.441         	|
model_forward                      	|  0.13549        	|1000           	|  135.49         	|  26.057         	|
training_step                      	|  0.1353         	|1000           	|  135.3          	|  26.02          	|
backward                           	|  0.13049        	|1000           	|  130.49         	|  25.094         	|
get_train_batch                    	|  0.025625       	|1063           	|  27.24          	|  5.2386         	|
fetch_next_train_batch             	|  0.025601       	|1063           	|  27.214         	|  5.2335         	|
on_train_batch_end                 	|  0.0023516      	|1000           	|  2.3516         	|  0.45225        	|
zero_grad                          	|  0.0014685      	|1000           	|  1.4685         	|  0.28241        	|
training_batch_to_device           	|  0.00032187     	|1000           	|  0.32187        	|  0.0619         	|
on_train_batch_start               	|  9.7809e-05     	|1000           	|  0.097809       	|  0.01881        	|
on_train_end                       	|  0.046781       	|1              	|  0.046781       	|  0.0089966      	|
on_pretrain_routine_start          	|  0.027432       	|1              	|  0.027432       	|  0.0052755      	|
on_after_backward                  	|  2.5916e-05     	|1000           	|  0.025916       	|  0.004984       	|
on_train_epoch_end                 	|  0.00040631     	|63             	|  0.025598       	|  0.0049228      	|
on_train_epoch_start               	|  0.00039641     	|63             	|  0.024974       	|  0.0048029      	|
on_batch_start                     	|  2.2465e-05     	|1000           	|  0.022465       	|  0.0043204      	|
on_before_zero_grad                	|  1.7428e-05     	|1000           	|  0.017428       	|  0.0033516      	|
on_batch_end                       	|  1.6736e-05     	|1000           	|  0.016736       	|  0.0032185      	|
on_before_optimizer_step           	|  1.3717e-05     	|1000           	|  0.013717       	|  0.0026379      	|
on_before_backward                 	|  1.2924e-05     	|1000           	|  0.012924       	|  0.0024855      	|
configure_optimizers               	|  0.010943       	|1              	|  0.010943       	|  0.0021044      	|
training_step_end                  	|  6.9156e-06     	|1000           	|  0.0069156      	|  0.00133        	|
on_train_start                     	|  0.0020328      	|1              	|  0.0020328      	|  0.00039093     	|
on_epoch_end                       	|  1.2506e-05     	|63             	|  0.0007879      	|  0.00015152     	|
on_epoch_start                     	|  1.1116e-05     	|63             	|  0.00070029     	|  0.00013468     	|
on_fit_start                       	|  4.405e-05      	|1              	|  4.405e-05      	|  8.4714e-06     	|
setup                              	|  3.683e-05      	|1              	|  3.683e-05      	|  7.083e-06      	|
on_configure_sharded_model         	|  3.612e-05      	|1              	|  3.612e-05      	|  6.9465e-06     	|
on_before_accelerator_backend_setup	|  2.8949e-05     	|1              	|  2.8949e-05     	|  5.5674e-06     	|
on_fit_end                         	|  2.4786e-05     	|1              	|  2.4786e-05     	|  4.7667e-06     	|
configure_callbacks                	|  1.5873e-05     	|1              	|  1.5873e-05     	|  3.0527e-06     	|
teardown                           	|  1.372e-05      	|1              	|  1.372e-05      	|  2.6386e-06     	|
on_pretrain_routine_end            	|  1.3638e-05     	|1              	|  1.3638e-05     	|  2.6228e-06     	|
configure_sharded_model            	|  1.2543e-05     	|1              	|  1.2543e-05     	|  2.4122e-06     	|
prepare_data                       	|  1.2359e-05     	|1              	|  1.2359e-05     	|  2.3767e-06     	|
on_val_dataloader                  	|  7.4692e-06     	|1              	|  7.4692e-06     	|  1.4364e-06     	|
on_train_dataloader                	|  5.7183e-06     	|1              	|  5.7183e-06     	|  1.0997e-06     	|
