FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  364.68         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.655         	|25             	|  341.39         	|  93.611         	|
run_training_batch                 	|  0.28734        	|1000           	|  287.34         	|  78.793         	|
optimizer_step_with_closure_0      	|  0.28427        	|1000           	|  284.27         	|  77.949         	|
training_step_and_backward         	|  0.22016        	|1000           	|  220.16         	|  60.37          	|
backward                           	|  0.11036        	|1000           	|  110.36         	|  30.262         	|
model_forward                      	|  0.10824        	|1000           	|  108.24         	|  29.681         	|
training_step                      	|  0.10805        	|1000           	|  108.05         	|  29.629         	|
get_train_batch                    	|  0.010578       	|1025           	|  10.843         	|  2.9732         	|
fetch_next_train_batch             	|  0.010555       	|1025           	|  10.819         	|  2.9667         	|
on_train_batch_end                 	|  0.0021738      	|1000           	|  2.1738         	|  0.59607        	|
zero_grad                          	|  0.0015099      	|1000           	|  1.5099         	|  0.41402        	|
training_batch_to_device           	|  0.00025642     	|1000           	|  0.25642        	|  0.070313       	|
on_train_batch_start               	|  9.7175e-05     	|1000           	|  0.097175       	|  0.026646       	|
on_train_end                       	|  0.042702       	|1              	|  0.042702       	|  0.011709       	|
on_batch_end                       	|  2.8952e-05     	|1000           	|  0.028952       	|  0.0079388      	|
on_after_backward                  	|  2.7097e-05     	|1000           	|  0.027097       	|  0.0074301      	|
on_pretrain_routine_start          	|  0.022703       	|1              	|  0.022703       	|  0.0062254      	|
on_batch_start                     	|  2.1416e-05     	|1000           	|  0.021416       	|  0.0058725      	|
on_before_zero_grad                	|  1.8961e-05     	|1000           	|  0.018961       	|  0.0051994      	|
on_before_backward                 	|  1.3376e-05     	|1000           	|  0.013376       	|  0.0036678      	|
on_before_optimizer_step           	|  1.3327e-05     	|1000           	|  0.013327       	|  0.0036543      	|
configure_optimizers               	|  0.010626       	|1              	|  0.010626       	|  0.0029137      	|
on_train_epoch_end                 	|  0.00037948     	|25             	|  0.0094871      	|  0.0026014      	|
on_train_epoch_start               	|  0.00037658     	|25             	|  0.0094145      	|  0.0025815      	|
training_step_end                  	|  7.026e-06      	|1000           	|  0.007026       	|  0.0019266      	|
on_train_start                     	|  0.0010401      	|1              	|  0.0010401      	|  0.00028521     	|
on_epoch_end                       	|  1.155e-05      	|25             	|  0.00028875     	|  7.9177e-05     	|
on_epoch_start                     	|  1.1138e-05     	|25             	|  0.00027844     	|  7.6351e-05     	|
on_fit_start                       	|  4.831e-05      	|1              	|  4.831e-05      	|  1.3247e-05     	|
setup                              	|  3.0788e-05     	|1              	|  3.0788e-05     	|  8.4423e-06     	|
on_fit_end                         	|  2.5276e-05     	|1              	|  2.5276e-05     	|  6.9309e-06     	|
on_before_accelerator_backend_setup	|  2.3546e-05     	|1              	|  2.3546e-05     	|  6.4565e-06     	|
on_configure_sharded_model         	|  2.1879e-05     	|1              	|  2.1879e-05     	|  5.9993e-06     	|
configure_sharded_model            	|  2.0709e-05     	|1              	|  2.0709e-05     	|  5.6786e-06     	|
teardown                           	|  1.6419e-05     	|1              	|  1.6419e-05     	|  4.5023e-06     	|
on_pretrain_routine_end            	|  1.3987e-05     	|1              	|  1.3987e-05     	|  3.8353e-06     	|
prepare_data                       	|  9.9931e-06     	|1              	|  9.9931e-06     	|  2.7402e-06     	|
on_val_dataloader                  	|  7.92e-06       	|1              	|  7.92e-06       	|  2.1717e-06     	|
on_train_dataloader                	|  7.5232e-06     	|1              	|  7.5232e-06     	|  2.0629e-06     	|
configure_callbacks                	|  5.56e-06       	|1              	|  5.56e-06       	|  1.5246e-06     	|
