FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  658.93         	|  100 %          	|
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run_training_epoch                 	|  3.1847         	|200            	|  636.93         	|  96.662         	|
run_training_batch                 	|  0.30251        	|1000           	|  302.51         	|  45.91          	|
optimizer_step_with_closure_0      	|  0.29791        	|1000           	|  297.91         	|  45.212         	|
training_step_and_backward         	|  0.23103        	|1000           	|  231.03         	|  35.062         	|
model_forward                      	|  0.11515        	|1000           	|  115.15         	|  17.475         	|
training_step                      	|  0.11491        	|1000           	|  114.91         	|  17.439         	|
backward                           	|  0.11431        	|1000           	|  114.31         	|  17.348         	|
get_train_batch                    	|  0.061328       	|1200           	|  73.593         	|  11.169         	|
fetch_next_train_batch             	|  0.061293       	|1200           	|  73.551         	|  11.162         	|
on_train_batch_end                 	|  0.0028746      	|1000           	|  2.8746         	|  0.43626        	|
zero_grad                          	|  0.0015348      	|1000           	|  1.5348         	|  0.23292        	|
on_train_end                       	|  0.49595        	|1              	|  0.49595        	|  0.075267       	|
training_batch_to_device           	|  0.00045401     	|1000           	|  0.45401        	|  0.068901       	|
on_train_batch_start               	|  0.00010788     	|1000           	|  0.10788        	|  0.016372       	|
on_train_epoch_end                 	|  0.00041781     	|200            	|  0.083562       	|  0.012682       	|
on_train_epoch_start               	|  0.0004041      	|200            	|  0.08082        	|  0.012265       	|
on_batch_start                     	|  3.4517e-05     	|1000           	|  0.034517       	|  0.0052384      	|
on_after_backward                  	|  2.9471e-05     	|1000           	|  0.029471       	|  0.0044725      	|
on_pretrain_routine_start          	|  0.026708       	|1              	|  0.026708       	|  0.0040533      	|
on_before_zero_grad                	|  2.1796e-05     	|1000           	|  0.021796       	|  0.0033077      	|
on_batch_end                       	|  1.6805e-05     	|1000           	|  0.016805       	|  0.0025504      	|
on_before_optimizer_step           	|  1.5527e-05     	|1000           	|  0.015527       	|  0.0023564      	|
configure_optimizers               	|  0.014572       	|1              	|  0.014572       	|  0.0022114      	|
on_before_backward                 	|  1.4524e-05     	|1000           	|  0.014524       	|  0.0022042      	|
training_step_end                  	|  9.0575e-06     	|1000           	|  0.0090575      	|  0.0013746      	|
on_epoch_end                       	|  1.2384e-05     	|200            	|  0.0024769      	|  0.0003759      	|
on_epoch_start                     	|  1.2142e-05     	|200            	|  0.0024284      	|  0.00036853     	|
on_train_start                     	|  0.001252       	|1              	|  0.001252       	|  0.00019        	|
on_fit_end                         	|  6.3503e-05     	|1              	|  6.3503e-05     	|  9.6373e-06     	|
on_fit_start                       	|  4.6805e-05     	|1              	|  4.6805e-05     	|  7.1031e-06     	|
on_before_accelerator_backend_setup	|  3.5202e-05     	|1              	|  3.5202e-05     	|  5.3423e-06     	|
on_configure_sharded_model         	|  2.4984e-05     	|1              	|  2.4984e-05     	|  3.7916e-06     	|
setup                              	|  2.2771e-05     	|1              	|  2.2771e-05     	|  3.4557e-06     	|
on_pretrain_routine_end            	|  1.7678e-05     	|1              	|  1.7678e-05     	|  2.6829e-06     	|
teardown                           	|  1.6337e-05     	|1              	|  1.6337e-05     	|  2.4794e-06     	|
prepare_data                       	|  1.6278e-05     	|1              	|  1.6278e-05     	|  2.4703e-06     	|
on_val_dataloader                  	|  9.7044e-06     	|1              	|  9.7044e-06     	|  1.4728e-06     	|
configure_sharded_model            	|  9.6075e-06     	|1              	|  9.6075e-06     	|  1.4581e-06     	|
configure_callbacks                	|  8.0448e-06     	|1              	|  8.0448e-06     	|  1.2209e-06     	|
on_train_dataloader                	|  7.9442e-06     	|1              	|  7.9442e-06     	|  1.2056e-06     	|
