FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  367.87         	|  100 %          	|
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run_training_epoch                 	|  13.812         	|25             	|  345.31         	|  93.867         	|
run_training_batch                 	|  0.29369        	|1000           	|  293.69         	|  79.834         	|
optimizer_step_with_closure_0      	|  0.28981        	|1000           	|  289.81         	|  78.781         	|
training_step_and_backward         	|  0.22401        	|1000           	|  224.01         	|  60.895         	|
backward                           	|  0.11145        	|1000           	|  111.45         	|  30.296         	|
model_forward                      	|  0.11098        	|1000           	|  110.98         	|  30.168         	|
training_step                      	|  0.11078        	|1000           	|  110.78         	|  30.113         	|
get_train_batch                    	|  0.010957       	|1025           	|  11.231         	|  3.0529         	|
fetch_next_train_batch             	|  0.010931       	|1025           	|  11.204         	|  3.0456         	|
on_train_batch_end                 	|  0.0026504      	|1000           	|  2.6504         	|  0.72046        	|
zero_grad                          	|  0.0015482      	|1000           	|  1.5482         	|  0.42085        	|
training_batch_to_device           	|  0.00029167     	|1000           	|  0.29167        	|  0.079285       	|
on_train_batch_start               	|  9.7866e-05     	|1000           	|  0.097866       	|  0.026603       	|
on_train_end                       	|  0.052212       	|1              	|  0.052212       	|  0.014193       	|
on_after_backward                  	|  2.998e-05      	|1000           	|  0.02998        	|  0.0081495      	|
on_pretrain_routine_start          	|  0.02395        	|1              	|  0.02395        	|  0.0065104      	|
on_batch_end                       	|  2.2618e-05     	|1000           	|  0.022618       	|  0.0061484      	|
on_batch_start                     	|  2.2523e-05     	|1000           	|  0.022523       	|  0.0061224      	|
on_before_zero_grad                	|  1.8179e-05     	|1000           	|  0.018179       	|  0.0049417      	|
on_before_backward                 	|  1.4951e-05     	|1000           	|  0.014951       	|  0.0040641      	|
on_before_optimizer_step           	|  1.3681e-05     	|1000           	|  0.013681       	|  0.0037189      	|
on_train_epoch_end                 	|  0.00045582     	|25             	|  0.011396       	|  0.0030977      	|
on_train_epoch_start               	|  0.00041594     	|25             	|  0.010398       	|  0.0028267      	|
configure_optimizers               	|  0.0095479      	|1              	|  0.0095479      	|  0.0025954      	|
training_step_end                  	|  7.6115e-06     	|1000           	|  0.0076115      	|  0.0020691      	|
on_train_start                     	|  0.0012007      	|1              	|  0.0012007      	|  0.00032639     	|
on_epoch_end                       	|  1.203e-05      	|25             	|  0.00030074     	|  8.1752e-05     	|
on_epoch_start                     	|  1.176e-05      	|25             	|  0.00029399     	|  7.9917e-05     	|
on_fit_start                       	|  5.9484e-05     	|1              	|  5.9484e-05     	|  1.617e-05      	|
on_fit_end                         	|  3.0052e-05     	|1              	|  3.0052e-05     	|  8.1691e-06     	|
setup                              	|  2.843e-05      	|1              	|  2.843e-05      	|  7.7281e-06     	|
on_before_accelerator_backend_setup	|  2.6599e-05     	|1              	|  2.6599e-05     	|  7.2304e-06     	|
on_configure_sharded_model         	|  2.1068e-05     	|1              	|  2.1068e-05     	|  5.7271e-06     	|
teardown                           	|  1.7123e-05     	|1              	|  1.7123e-05     	|  4.6547e-06     	|
prepare_data                       	|  1.7114e-05     	|1              	|  1.7114e-05     	|  4.6522e-06     	|
on_pretrain_routine_end            	|  1.5285e-05     	|1              	|  1.5285e-05     	|  4.1549e-06     	|
on_train_dataloader                	|  1.2565e-05     	|1              	|  1.2565e-05     	|  3.4157e-06     	|
configure_callbacks                	|  8.9388e-06     	|1              	|  8.9388e-06     	|  2.4299e-06     	|
on_val_dataloader                  	|  7.73e-06       	|1              	|  7.73e-06       	|  2.1013e-06     	|
configure_sharded_model            	|  7.6387e-06     	|1              	|  7.6387e-06     	|  2.0765e-06     	|
