FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  363.44         	|  100 %          	|
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run_training_epoch                 	|  13.61          	|25             	|  340.26         	|  93.621         	|
run_training_batch                 	|  0.28351        	|1000           	|  283.51         	|  78.008         	|
optimizer_step_with_closure_0      	|  0.28038        	|1000           	|  280.38         	|  77.147         	|
training_step_and_backward         	|  0.21557        	|1000           	|  215.57         	|  59.314         	|
backward                           	|  0.1079         	|1000           	|  107.9          	|  29.688         	|
model_forward                      	|  0.10614        	|1000           	|  106.14         	|  29.203         	|
training_step                      	|  0.10594        	|1000           	|  105.94         	|  29.15          	|
get_train_batch                    	|  0.010992       	|1025           	|  11.267         	|  3.1            	|
fetch_next_train_batch             	|  0.010968       	|1025           	|  11.242         	|  3.0931         	|
on_train_batch_end                 	|  0.0022322      	|1000           	|  2.2322         	|  0.61419        	|
zero_grad                          	|  0.0015049      	|1000           	|  1.5049         	|  0.41408        	|
training_batch_to_device           	|  0.00026763     	|1000           	|  0.26763        	|  0.073637       	|
on_train_batch_start               	|  9.597e-05      	|1000           	|  0.09597        	|  0.026406       	|
on_train_end                       	|  0.043362       	|1              	|  0.043362       	|  0.011931       	|
on_pretrain_routine_start          	|  0.025802       	|1              	|  0.025802       	|  0.0070995      	|
on_after_backward                  	|  2.5026e-05     	|1000           	|  0.025026       	|  0.0068859      	|
on_batch_start                     	|  2.1745e-05     	|1000           	|  0.021745       	|  0.005983       	|
on_before_zero_grad                	|  1.7079e-05     	|1000           	|  0.017079       	|  0.0046991      	|
on_batch_end                       	|  1.6231e-05     	|1000           	|  0.016231       	|  0.0044659      	|
on_before_optimizer_step           	|  1.3237e-05     	|1000           	|  0.013237       	|  0.0036422      	|
on_before_backward                 	|  1.3116e-05     	|1000           	|  0.013116       	|  0.0036089      	|
on_train_epoch_end                 	|  0.00048346     	|25             	|  0.012086       	|  0.0033256      	|
configure_optimizers               	|  0.011157       	|1              	|  0.011157       	|  0.0030699      	|
on_train_epoch_start               	|  0.00041797     	|25             	|  0.010449       	|  0.0028751      	|
training_step_end                  	|  7.4775e-06     	|1000           	|  0.0074775      	|  0.0020574      	|
on_train_start                     	|  0.00097848     	|1              	|  0.00097848     	|  0.00026923     	|
on_epoch_end                       	|  1.2365e-05     	|25             	|  0.00030914     	|  8.5058e-05     	|
on_epoch_start                     	|  1.213e-05      	|25             	|  0.00030325     	|  8.3439e-05     	|
on_before_accelerator_backend_setup	|  4.6005e-05     	|1              	|  4.6005e-05     	|  1.2658e-05     	|
on_fit_start                       	|  4.4057e-05     	|1              	|  4.4057e-05     	|  1.2122e-05     	|
on_fit_end                         	|  3.4375e-05     	|1              	|  3.4375e-05     	|  9.4582e-06     	|
setup                              	|  2.5466e-05     	|1              	|  2.5466e-05     	|  7.0069e-06     	|
on_configure_sharded_model         	|  2.0688e-05     	|1              	|  2.0688e-05     	|  5.6924e-06     	|
teardown                           	|  1.59e-05       	|1              	|  1.59e-05       	|  4.3747e-06     	|
on_pretrain_routine_end            	|  1.4758e-05     	|1              	|  1.4758e-05     	|  4.0605e-06     	|
prepare_data                       	|  1.3227e-05     	|1              	|  1.3227e-05     	|  3.6393e-06     	|
configure_sharded_model            	|  1.2549e-05     	|1              	|  1.2549e-05     	|  3.4527e-06     	|
on_val_dataloader                  	|  8.3484e-06     	|1              	|  8.3484e-06     	|  2.297e-06      	|
on_train_dataloader                	|  7.4897e-06     	|1              	|  7.4897e-06     	|  2.0608e-06     	|
configure_callbacks                	|  5.0273e-06     	|1              	|  5.0273e-06     	|  1.3832e-06     	|
