FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  370.52         	|  100 %          	|
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run_training_epoch                 	|  13.977         	|25             	|  349.43         	|  94.307         	|
run_training_batch                 	|  0.28767        	|1000           	|  287.67         	|  77.639         	|
optimizer_step_with_closure_0      	|  0.28425        	|1000           	|  284.25         	|  76.716         	|
training_step_and_backward         	|  0.21979        	|1000           	|  219.79         	|  59.319         	|
backward                           	|  0.10932        	|1000           	|  109.32         	|  29.505         	|
model_forward                      	|  0.10899        	|1000           	|  108.99         	|  29.416         	|
training_step                      	|  0.10879        	|1000           	|  108.79         	|  29.361         	|
get_train_batch                    	|  0.013232       	|1025           	|  13.562         	|  3.6603         	|
fetch_next_train_batch             	|  0.013205       	|1025           	|  13.535         	|  3.6529         	|
on_train_batch_end                 	|  0.0025931      	|1000           	|  2.5931         	|  0.69986        	|
zero_grad                          	|  0.0014416      	|1000           	|  1.4416         	|  0.38908        	|
training_batch_to_device           	|  0.00029656     	|1000           	|  0.29656        	|  0.080039       	|
on_train_batch_start               	|  0.00010364     	|1000           	|  0.10364        	|  0.027972       	|
on_train_end                       	|  0.046576       	|1              	|  0.046576       	|  0.01257        	|
on_after_backward                  	|  2.5842e-05     	|1000           	|  0.025842       	|  0.0069746      	|
on_pretrain_routine_start          	|  0.023899       	|1              	|  0.023899       	|  0.00645        	|
on_batch_start                     	|  2.3179e-05     	|1000           	|  0.023179       	|  0.0062558      	|
on_before_zero_grad                	|  1.7222e-05     	|1000           	|  0.017222       	|  0.004648       	|
on_batch_end                       	|  1.5998e-05     	|1000           	|  0.015998       	|  0.0043176      	|
on_before_backward                 	|  1.3524e-05     	|1000           	|  0.013524       	|  0.0036501      	|
on_before_optimizer_step           	|  1.254e-05      	|1000           	|  0.01254        	|  0.0033844      	|
on_train_epoch_end                 	|  0.0004997      	|25             	|  0.012492       	|  0.0033716      	|
on_train_epoch_start               	|  0.00042686     	|25             	|  0.010671       	|  0.0028801      	|
configure_optimizers               	|  0.010003       	|1              	|  0.010003       	|  0.0026997      	|
training_step_end                  	|  7.7325e-06     	|1000           	|  0.0077325      	|  0.0020869      	|
on_train_start                     	|  0.0010869      	|1              	|  0.0010869      	|  0.00029334     	|
on_epoch_end                       	|  1.2428e-05     	|25             	|  0.00031069     	|  8.3852e-05     	|
on_epoch_start                     	|  1.118e-05      	|25             	|  0.0002795      	|  7.5433e-05     	|
on_fit_end                         	|  6.994e-05      	|1              	|  6.994e-05      	|  1.8876e-05     	|
on_fit_start                       	|  4.3178e-05     	|1              	|  4.3178e-05     	|  1.1653e-05     	|
setup                              	|  2.6204e-05     	|1              	|  2.6204e-05     	|  7.0721e-06     	|
on_before_accelerator_backend_setup	|  2.4129e-05     	|1              	|  2.4129e-05     	|  6.5121e-06     	|
on_configure_sharded_model         	|  2.2326e-05     	|1              	|  2.2326e-05     	|  6.0254e-06     	|
teardown                           	|  2.0441e-05     	|1              	|  2.0441e-05     	|  5.5167e-06     	|
on_pretrain_routine_end            	|  1.8252e-05     	|1              	|  1.8252e-05     	|  4.926e-06      	|
configure_sharded_model            	|  1.1349e-05     	|1              	|  1.1349e-05     	|  3.063e-06      	|
on_train_dataloader                	|  1.1064e-05     	|1              	|  1.1064e-05     	|  2.9861e-06     	|
prepare_data                       	|  9.3039e-06     	|1              	|  9.3039e-06     	|  2.511e-06      	|
on_val_dataloader                  	|  7.2215e-06     	|1              	|  7.2215e-06     	|  1.949e-06      	|
configure_callbacks                	|  6.0648e-06     	|1              	|  6.0648e-06     	|  1.6368e-06     	|
