FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  358.72         	|  100 %          	|
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run_training_epoch                 	|  13.344         	|25             	|  333.61         	|  92.999         	|
run_training_batch                 	|  0.28181        	|1000           	|  281.81         	|  78.56          	|
optimizer_step_with_closure_0      	|  0.27864        	|1000           	|  278.64         	|  77.677         	|
training_step_and_backward         	|  0.21452        	|1000           	|  214.52         	|  59.803         	|
backward                           	|  0.10696        	|1000           	|  106.96         	|  29.816         	|
model_forward                      	|  0.10603        	|1000           	|  106.03         	|  29.557         	|
training_step                      	|  0.10583        	|1000           	|  105.83         	|  29.503         	|
get_train_batch                    	|  0.011104       	|1025           	|  11.381         	|  3.1727         	|
fetch_next_train_batch             	|  0.011078       	|1025           	|  11.355         	|  3.1655         	|
on_train_batch_end                 	|  0.0024648      	|1000           	|  2.4648         	|  0.68711        	|
zero_grad                          	|  0.0015066      	|1000           	|  1.5066         	|  0.41999        	|
training_batch_to_device           	|  0.00029359     	|1000           	|  0.29359        	|  0.081844       	|
on_train_batch_start               	|  9.5261e-05     	|1000           	|  0.095261       	|  0.026556       	|
on_train_end                       	|  0.044259       	|1              	|  0.044259       	|  0.012338       	|
on_after_backward                  	|  2.5182e-05     	|1000           	|  0.025182       	|  0.0070199      	|
on_pretrain_routine_start          	|  0.024124       	|1              	|  0.024124       	|  0.0067249      	|
on_batch_start                     	|  2.3365e-05     	|1000           	|  0.023365       	|  0.0065134      	|
on_before_zero_grad                	|  1.7566e-05     	|1000           	|  0.017566       	|  0.0048968      	|
on_batch_end                       	|  1.6145e-05     	|1000           	|  0.016145       	|  0.0045006      	|
on_before_backward                 	|  1.388e-05      	|1000           	|  0.01388        	|  0.0038694      	|
on_before_optimizer_step           	|  1.2921e-05     	|1000           	|  0.012921       	|  0.0036019      	|
on_train_epoch_end                 	|  0.00049114     	|25             	|  0.012278       	|  0.0034228      	|
on_train_epoch_start               	|  0.00042546     	|25             	|  0.010637       	|  0.0029651      	|
configure_optimizers               	|  0.0099136      	|1              	|  0.0099136      	|  0.0027636      	|
training_step_end                  	|  7.0516e-06     	|1000           	|  0.0070516      	|  0.0019658      	|
on_train_start                     	|  0.0011359      	|1              	|  0.0011359      	|  0.00031664     	|
on_epoch_start                     	|  1.1372e-05     	|25             	|  0.00028431     	|  7.9256e-05     	|
on_epoch_end                       	|  1.1324e-05     	|25             	|  0.0002831      	|  7.892e-05      	|
on_fit_start                       	|  4.1265e-05     	|1              	|  4.1265e-05     	|  1.1503e-05     	|
on_fit_end                         	|  3.4943e-05     	|1              	|  3.4943e-05     	|  9.7411e-06     	|
setup                              	|  3.1961e-05     	|1              	|  3.1961e-05     	|  8.9097e-06     	|
on_before_accelerator_backend_setup	|  2.8187e-05     	|1              	|  2.8187e-05     	|  7.8578e-06     	|
on_configure_sharded_model         	|  2.4866e-05     	|1              	|  2.4866e-05     	|  6.9319e-06     	|
teardown                           	|  1.5309e-05     	|1              	|  1.5309e-05     	|  4.2677e-06     	|
on_pretrain_routine_end            	|  1.468e-05      	|1              	|  1.468e-05      	|  4.0922e-06     	|
configure_sharded_model            	|  1.3288e-05     	|1              	|  1.3288e-05     	|  3.7043e-06     	|
on_train_dataloader                	|  1.0064e-05     	|1              	|  1.0064e-05     	|  2.8055e-06     	|
prepare_data                       	|  9.5759e-06     	|1              	|  9.5759e-06     	|  2.6694e-06     	|
on_val_dataloader                  	|  8.3409e-06     	|1              	|  8.3409e-06     	|  2.3252e-06     	|
configure_callbacks                	|  7.1693e-06     	|1              	|  7.1693e-06     	|  1.9986e-06     	|
