FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  393.09         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.764         	|25             	|  369.1          	|  93.896         	|
run_training_batch                 	|  0.35648        	|1000           	|  356.48         	|  90.686         	|
optimizer_step_with_closure_0      	|  0.35365        	|1000           	|  353.65         	|  89.967         	|
training_step_and_backward         	|  0.27517        	|1000           	|  275.17         	|  70.001         	|
model_forward                      	|  0.16271        	|1000           	|  162.71         	|  41.394         	|
training_step                      	|  0.16258        	|1000           	|  162.58         	|  41.359         	|
backward                           	|  0.11112        	|1000           	|  111.12         	|  28.268         	|
get_train_batch                    	|  0.0043096      	|1025           	|  4.4173         	|  1.1237         	|
fetch_next_train_batch             	|  0.0042919      	|1025           	|  4.3992         	|  1.1191         	|
zero_grad                          	|  0.0013079      	|1000           	|  1.3079         	|  0.33274        	|
on_train_batch_end                 	|  0.0012208      	|1000           	|  1.2208         	|  0.31056        	|
training_batch_to_device           	|  0.00023556     	|1000           	|  0.23556        	|  0.059924       	|
on_train_batch_start               	|  9.0267e-05     	|1000           	|  0.090267       	|  0.022963       	|
on_train_end                       	|  0.024159       	|1              	|  0.024159       	|  0.006146       	|
on_pretrain_routine_start          	|  0.02241        	|1              	|  0.02241        	|  0.0057011      	|
on_batch_start                     	|  1.5202e-05     	|1000           	|  0.015202       	|  0.0038673      	|
on_batch_end                       	|  1.3184e-05     	|1000           	|  0.013184       	|  0.003354       	|
on_before_zero_grad                	|  1.3033e-05     	|1000           	|  0.013033       	|  0.0033155      	|
on_after_backward                  	|  1.1547e-05     	|1000           	|  0.011547       	|  0.0029375      	|
on_before_backward                 	|  1.0872e-05     	|1000           	|  0.010872       	|  0.0027657      	|
on_before_optimizer_step           	|  9.9321e-06     	|1000           	|  0.0099321      	|  0.0025267      	|
configure_optimizers               	|  0.0084161      	|1              	|  0.0084161      	|  0.002141       	|
on_train_epoch_start               	|  0.00028862     	|25             	|  0.0072155      	|  0.0018356      	|
on_train_epoch_end                 	|  0.00028166     	|25             	|  0.0070414      	|  0.0017913      	|
training_step_end                  	|  6.054e-06      	|1000           	|  0.006054       	|  0.0015401      	|
on_train_start                     	|  0.00069016     	|1              	|  0.00069016     	|  0.00017557     	|
on_epoch_start                     	|  1.1016e-05     	|25             	|  0.0002754      	|  7.006e-05      	|
on_epoch_end                       	|  1.0175e-05     	|25             	|  0.00025437     	|  6.4711e-05     	|
on_fit_end                         	|  2.2813e-05     	|1              	|  2.2813e-05     	|  5.8035e-06     	|
on_before_accelerator_backend_setup	|  2.1631e-05     	|1              	|  2.1631e-05     	|  5.5028e-06     	|
on_fit_start                       	|  1.652e-05      	|1              	|  1.652e-05      	|  4.2026e-06     	|
on_configure_sharded_model         	|  1.5209e-05     	|1              	|  1.5209e-05     	|  3.8691e-06     	|
setup                              	|  1.3395e-05     	|1              	|  1.3395e-05     	|  3.4076e-06     	|
teardown                           	|  1.063e-05      	|1              	|  1.063e-05      	|  2.7042e-06     	|
on_pretrain_routine_end            	|  1.0269e-05     	|1              	|  1.0269e-05     	|  2.6124e-06     	|
prepare_data                       	|  9.8679e-06     	|1              	|  9.8679e-06     	|  2.5104e-06     	|
configure_callbacks                	|  5.972e-06      	|1              	|  5.972e-06      	|  1.5192e-06     	|
on_val_dataloader                  	|  4.368e-06      	|1              	|  4.368e-06      	|  1.1112e-06     	|
configure_sharded_model            	|  4.258e-06      	|1              	|  4.258e-06      	|  1.0832e-06     	|
on_train_dataloader                	|  4.127e-06      	|1              	|  4.127e-06      	|  1.0499e-06     	|
