FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1264.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.4945         	|500            	|  1247.3         	|  98.665         	|
run_training_batch                 	|  0.24788        	|1000           	|  247.88         	|  19.609         	|
optimizer_step_with_closure_0      	|  0.24566        	|1000           	|  245.66         	|  19.433         	|
get_train_batch                    	|  0.13131        	|1500           	|  196.96         	|  15.581         	|
fetch_next_train_batch             	|  0.13127        	|1500           	|  196.91         	|  15.576         	|
training_step_and_backward         	|  0.18465        	|1000           	|  184.65         	|  14.607         	|
model_forward                      	|  0.097798       	|1000           	|  97.798         	|  7.7364         	|
training_step                      	|  0.097587       	|1000           	|  97.587         	|  7.7197         	|
backward                           	|  0.085436       	|1000           	|  85.436         	|  6.7584         	|
on_train_batch_end                 	|  0.0017203      	|1000           	|  1.7203         	|  0.13609        	|
zero_grad                          	|  0.0013794      	|1000           	|  1.3794         	|  0.10912        	|
training_batch_to_device           	|  0.00064958     	|1000           	|  0.64958        	|  0.051386       	|
on_train_epoch_end                 	|  0.00030992     	|500            	|  0.15496        	|  0.012258       	|
on_train_epoch_start               	|  0.00030653     	|500            	|  0.15326        	|  0.012124       	|
on_train_batch_start               	|  0.0001087      	|1000           	|  0.1087         	|  0.0085989      	|
on_batch_start                     	|  4.5281e-05     	|1000           	|  0.045281       	|  0.003582       	|
on_train_end                       	|  0.042125       	|1              	|  0.042125       	|  0.0033323      	|
on_pretrain_routine_start          	|  0.021941       	|1              	|  0.021941       	|  0.0017357      	|
on_after_backward                  	|  2.0368e-05     	|1000           	|  0.020368       	|  0.0016112      	|
on_before_zero_grad                	|  2.0241e-05     	|1000           	|  0.020241       	|  0.0016012      	|
on_batch_end                       	|  1.697e-05      	|1000           	|  0.01697        	|  0.0013424      	|
on_before_optimizer_step           	|  1.3374e-05     	|1000           	|  0.013374       	|  0.001058       	|
on_before_backward                 	|  1.2436e-05     	|1000           	|  0.012436       	|  0.00098378     	|
configure_optimizers               	|  0.010299       	|1              	|  0.010299       	|  0.0008147      	|
training_step_end                  	|  7.8852e-06     	|1000           	|  0.0078852      	|  0.00062376     	|
on_epoch_start                     	|  1.1098e-05     	|500            	|  0.005549       	|  0.00043896     	|
on_epoch_end                       	|  1.0941e-05     	|500            	|  0.0054705      	|  0.00043275     	|
on_train_start                     	|  0.001077       	|1              	|  0.001077       	|  8.5195e-05     	|
on_fit_start                       	|  4.247e-05      	|1              	|  4.247e-05      	|  3.3596e-06     	|
on_fit_end                         	|  2.9784e-05     	|1              	|  2.9784e-05     	|  2.3561e-06     	|
on_before_accelerator_backend_setup	|  2.4859e-05     	|1              	|  2.4859e-05     	|  1.9665e-06     	|
setup                              	|  2.2173e-05     	|1              	|  2.2173e-05     	|  1.754e-06      	|
on_pretrain_routine_end            	|  2.0452e-05     	|1              	|  2.0452e-05     	|  1.6179e-06     	|
on_configure_sharded_model         	|  1.842e-05      	|1              	|  1.842e-05      	|  1.4571e-06     	|
teardown                           	|  1.552e-05      	|1              	|  1.552e-05      	|  1.2277e-06     	|
prepare_data                       	|  1.0939e-05     	|1              	|  1.0939e-05     	|  8.6536e-07     	|
on_train_dataloader                	|  8.3055e-06     	|1              	|  8.3055e-06     	|  6.5701e-07     	|
configure_callbacks                	|  7.1283e-06     	|1              	|  7.1283e-06     	|  5.6389e-07     	|
configure_sharded_model            	|  6.7838e-06     	|1              	|  6.7838e-06     	|  5.3663e-07     	|
on_val_dataloader                  	|  6.3628e-06     	|1              	|  6.3628e-06     	|  5.0333e-07     	|
