FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1247.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.4511         	|500            	|  1225.6         	|  98.268         	|
run_training_batch                 	|  0.29467        	|1000           	|  294.67         	|  23.627         	|
optimizer_step_with_closure_0      	|  0.29121        	|1000           	|  291.21         	|  23.35          	|
training_step_and_backward         	|  0.22433        	|1000           	|  224.33         	|  17.987         	|
get_train_batch                    	|  0.10165        	|1500           	|  152.48         	|  12.226         	|
fetch_next_train_batch             	|  0.10161        	|1500           	|  152.41         	|  12.221         	|
model_forward                      	|  0.1151         	|1000           	|  115.1          	|  9.229          	|
training_step                      	|  0.11485        	|1000           	|  114.85         	|  9.2087         	|
backward                           	|  0.1075         	|1000           	|  107.5          	|  8.6194         	|
on_train_batch_end                 	|  0.0027175      	|1000           	|  2.7175         	|  0.21789        	|
zero_grad                          	|  0.0016884      	|1000           	|  1.6884         	|  0.13538        	|
training_batch_to_device           	|  0.0007359      	|1000           	|  0.7359         	|  0.059006       	|
on_train_epoch_end                 	|  0.00044061     	|500            	|  0.2203         	|  0.017664       	|
on_train_epoch_start               	|  0.00038145     	|500            	|  0.19073        	|  0.015293       	|
on_train_batch_start               	|  0.00011724     	|1000           	|  0.11724        	|  0.0094006      	|
on_batch_start                     	|  5.4541e-05     	|1000           	|  0.054541       	|  0.0043732      	|
on_train_end                       	|  0.052461       	|1              	|  0.052461       	|  0.0042065      	|
on_after_backward                  	|  2.9127e-05     	|1000           	|  0.029127       	|  0.0023354      	|
on_before_zero_grad                	|  2.6531e-05     	|1000           	|  0.026531       	|  0.0021273      	|
on_pretrain_routine_start          	|  0.022989       	|1              	|  0.022989       	|  0.0018433      	|
on_batch_end                       	|  1.8548e-05     	|1000           	|  0.018548       	|  0.0014872      	|
configure_optimizers               	|  0.017756       	|1              	|  0.017756       	|  0.0014238      	|
on_before_optimizer_step           	|  1.6542e-05     	|1000           	|  0.016542       	|  0.0013264      	|
on_before_backward                 	|  1.5994e-05     	|1000           	|  0.015994       	|  0.0012824      	|
training_step_end                  	|  1.1656e-05     	|1000           	|  0.011656       	|  0.00093462     	|
on_epoch_end                       	|  1.1804e-05     	|500            	|  0.0059022      	|  0.00047325     	|
on_epoch_start                     	|  1.169e-05      	|500            	|  0.0058452      	|  0.00046868     	|
on_train_start                     	|  0.0011684      	|1              	|  0.0011684      	|  9.3687e-05     	|
on_fit_end                         	|  9.5148e-05     	|1              	|  9.5148e-05     	|  7.6291e-06     	|
on_fit_start                       	|  4.811e-05      	|1              	|  4.811e-05      	|  3.8576e-06     	|
on_before_accelerator_backend_setup	|  2.5228e-05     	|1              	|  2.5228e-05     	|  2.0228e-06     	|
setup                              	|  2.4276e-05     	|1              	|  2.4276e-05     	|  1.9465e-06     	|
on_configure_sharded_model         	|  2.4091e-05     	|1              	|  2.4091e-05     	|  1.9317e-06     	|
teardown                           	|  1.8938e-05     	|1              	|  1.8938e-05     	|  1.5185e-06     	|
on_pretrain_routine_end            	|  1.3415e-05     	|1              	|  1.3415e-05     	|  1.0756e-06     	|
prepare_data                       	|  1.072e-05      	|1              	|  1.072e-05      	|  8.5951e-07     	|
configure_sharded_model            	|  9.8404e-06     	|1              	|  9.8404e-06     	|  7.8902e-07     	|
configure_callbacks                	|  8.8438e-06     	|1              	|  8.8438e-06     	|  7.0912e-07     	|
on_val_dataloader                  	|  8.0857e-06     	|1              	|  8.0857e-06     	|  6.4833e-07     	|
on_train_dataloader                	|  6.3069e-06     	|1              	|  6.3069e-06     	|  5.057e-07      	|
