FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  453.29         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1438         	|200            	|  428.76         	|  94.589         	|
run_training_batch                 	|  0.35807        	|1000           	|  358.07         	|  78.994         	|
optimizer_step_with_closure_0      	|  0.35539        	|1000           	|  355.39         	|  78.403         	|
training_step_and_backward         	|  0.27652        	|1000           	|  276.52         	|  61.003         	|
model_forward                      	|  0.16337        	|1000           	|  163.37         	|  36.041         	|
training_step                      	|  0.16322        	|1000           	|  163.22         	|  36.008         	|
backward                           	|  0.11179        	|1000           	|  111.79         	|  24.663         	|
get_train_batch                    	|  0.016449       	|1200           	|  19.739         	|  4.3546         	|
fetch_next_train_batch             	|  0.016423       	|1200           	|  19.708         	|  4.3478         	|
zero_grad                          	|  0.0013324      	|1000           	|  1.3324         	|  0.29394        	|
on_train_batch_end                 	|  0.0012581      	|1000           	|  1.2581         	|  0.27754        	|
training_batch_to_device           	|  0.00033993     	|1000           	|  0.33993        	|  0.074992       	|
on_train_batch_start               	|  9.7883e-05     	|1000           	|  0.097883       	|  0.021594       	|
on_train_epoch_start               	|  0.00027457     	|200            	|  0.054915       	|  0.012115       	|
on_train_epoch_end                 	|  0.00025048     	|200            	|  0.050096       	|  0.011052       	|
on_train_end                       	|  0.024032       	|1              	|  0.024032       	|  0.0053018      	|
on_batch_start                     	|  2.3502e-05     	|1000           	|  0.023502       	|  0.0051849      	|
on_pretrain_routine_start          	|  0.022213       	|1              	|  0.022213       	|  0.0049005      	|
on_before_zero_grad                	|  1.5763e-05     	|1000           	|  0.015763       	|  0.0034774      	|
on_batch_end                       	|  1.4013e-05     	|1000           	|  0.014013       	|  0.0030915      	|
on_after_backward                  	|  1.1739e-05     	|1000           	|  0.011739       	|  0.0025898      	|
on_before_backward                 	|  1.162e-05      	|1000           	|  0.01162        	|  0.0025636      	|
on_before_optimizer_step           	|  1.1293e-05     	|1000           	|  0.011293       	|  0.0024913      	|
configure_optimizers               	|  0.0086721      	|1              	|  0.0086721      	|  0.0019132      	|
training_step_end                  	|  6.7189e-06     	|1000           	|  0.0067189      	|  0.0014823      	|
on_epoch_start                     	|  1.136e-05      	|200            	|  0.002272       	|  0.00050123     	|
on_epoch_end                       	|  1.0739e-05     	|200            	|  0.0021478      	|  0.00047382     	|
on_train_start                     	|  0.00081169     	|1              	|  0.00081169     	|  0.00017907     	|
on_fit_end                         	|  2.2713e-05     	|1              	|  2.2713e-05     	|  5.0107e-06     	|
on_before_accelerator_backend_setup	|  2.2062e-05     	|1              	|  2.2062e-05     	|  4.8671e-06     	|
on_fit_start                       	|  1.6411e-05     	|1              	|  1.6411e-05     	|  3.6204e-06     	|
setup                              	|  1.4056e-05     	|1              	|  1.4056e-05     	|  3.1009e-06     	|
on_configure_sharded_model         	|  1.3776e-05     	|1              	|  1.3776e-05     	|  3.0391e-06     	|
teardown                           	|  1.0169e-05     	|1              	|  1.0169e-05     	|  2.2434e-06     	|
on_pretrain_routine_end            	|  9.8781e-06     	|1              	|  9.8781e-06     	|  2.1792e-06     	|
prepare_data                       	|  7.904e-06      	|1              	|  7.904e-06      	|  1.7437e-06     	|
configure_callbacks                	|  6.3221e-06     	|1              	|  6.3221e-06     	|  1.3947e-06     	|
on_val_dataloader                  	|  4.628e-06      	|1              	|  4.628e-06      	|  1.021e-06      	|
configure_sharded_model            	|  4.588e-06      	|1              	|  4.588e-06      	|  1.0122e-06     	|
on_train_dataloader                	|  4.1981e-06     	|1              	|  4.1981e-06     	|  9.2614e-07     	|
