FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  331.85         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  12.475         	|25             	|  311.88         	|  93.981         	|
run_training_batch                 	|  0.26525        	|1000           	|  265.25         	|  79.931         	|
optimizer_step_with_closure_0      	|  0.26201        	|1000           	|  262.01         	|  78.954         	|
training_step_and_backward         	|  0.20152        	|1000           	|  201.52         	|  60.725         	|
backward                           	|  0.10032        	|1000           	|  100.32         	|  30.229         	|
model_forward                      	|  0.099774       	|1000           	|  99.774         	|  30.066         	|
training_step                      	|  0.099585       	|1000           	|  99.585         	|  30.009         	|
get_train_batch                    	|  0.0093582      	|1025           	|  9.5922         	|  2.8905         	|
fetch_next_train_batch             	|  0.0093337      	|1025           	|  9.5671         	|  2.883          	|
on_train_batch_end                 	|  0.002108       	|1000           	|  2.108          	|  0.63524        	|
zero_grad                          	|  0.0013917      	|1000           	|  1.3917         	|  0.41937        	|
training_batch_to_device           	|  0.00024615     	|1000           	|  0.24615        	|  0.074175       	|
on_train_batch_start               	|  9.2533e-05     	|1000           	|  0.092533       	|  0.027884       	|
on_train_end                       	|  0.042275       	|1              	|  0.042275       	|  0.012739       	|
on_after_backward                  	|  2.5816e-05     	|1000           	|  0.025816       	|  0.0077794      	|
on_pretrain_routine_start          	|  0.023111       	|1              	|  0.023111       	|  0.0069644      	|
on_batch_start                     	|  2.0593e-05     	|1000           	|  0.020593       	|  0.0062056      	|
on_before_zero_grad                	|  1.6414e-05     	|1000           	|  0.016414       	|  0.0049461      	|
on_batch_end                       	|  1.5862e-05     	|1000           	|  0.015862       	|  0.0047798      	|
configure_optimizers               	|  0.015168       	|1              	|  0.015168       	|  0.0045707      	|
on_before_optimizer_step           	|  1.42e-05       	|1000           	|  0.0142         	|  0.0042792      	|
on_before_backward                 	|  1.3112e-05     	|1000           	|  0.013112       	|  0.0039511      	|
on_train_epoch_start               	|  0.00044672     	|25             	|  0.011168       	|  0.0033654      	|
on_train_epoch_end                 	|  0.00034389     	|25             	|  0.0085971      	|  0.0025907      	|
training_step_end                  	|  7.0234e-06     	|1000           	|  0.0070234      	|  0.0021164      	|
on_train_start                     	|  0.0012215      	|1              	|  0.0012215      	|  0.00036809     	|
on_epoch_end                       	|  1.227e-05      	|25             	|  0.00030674     	|  9.2435e-05     	|
on_epoch_start                     	|  1.1494e-05     	|25             	|  0.00028735     	|  8.6591e-05     	|
on_fit_end                         	|  9.2747e-05     	|1              	|  9.2747e-05     	|  2.7948e-05     	|
on_before_accelerator_backend_setup	|  8.931e-05      	|1              	|  8.931e-05      	|  2.6913e-05     	|
on_fit_start                       	|  4.7499e-05     	|1              	|  4.7499e-05     	|  1.4314e-05     	|
on_configure_sharded_model         	|  3.7048e-05     	|1              	|  3.7048e-05     	|  1.1164e-05     	|
teardown                           	|  3.6838e-05     	|1              	|  3.6838e-05     	|  1.1101e-05     	|
setup                              	|  3.642e-05      	|1              	|  3.642e-05      	|  1.0975e-05     	|
prepare_data                       	|  2.3009e-05     	|1              	|  2.3009e-05     	|  6.9336e-06     	|
on_pretrain_routine_end            	|  1.3897e-05     	|1              	|  1.3897e-05     	|  4.1878e-06     	|
configure_sharded_model            	|  1.1915e-05     	|1              	|  1.1915e-05     	|  3.5906e-06     	|
on_train_dataloader                	|  9.371e-06      	|1              	|  9.371e-06      	|  2.8239e-06     	|
on_val_dataloader                  	|  7.6052e-06     	|1              	|  7.6052e-06     	|  2.2918e-06     	|
configure_callbacks                	|  6.2604e-06     	|1              	|  6.2604e-06     	|  1.8865e-06     	|
