FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1285.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5237         	|500            	|  1261.8         	|  98.18          	|
run_training_batch                 	|  0.29502        	|1000           	|  295.02         	|  22.955         	|
optimizer_step_with_closure_0      	|  0.29041        	|1000           	|  290.41         	|  22.596         	|
training_step_and_backward         	|  0.22143        	|1000           	|  221.43         	|  17.229         	|
get_train_batch                    	|  0.11576        	|1500           	|  173.64         	|  13.51          	|
fetch_next_train_batch             	|  0.11571        	|1500           	|  173.56         	|  13.505         	|
model_forward                      	|  0.11543        	|1000           	|  115.43         	|  8.9809         	|
training_step                      	|  0.11517        	|1000           	|  115.17         	|  8.9612         	|
backward                           	|  0.10437        	|1000           	|  104.37         	|  8.1209         	|
on_train_batch_end                 	|  0.0029253      	|1000           	|  2.9253         	|  0.22761        	|
zero_grad                          	|  0.0015929      	|1000           	|  1.5929         	|  0.12394        	|
training_batch_to_device           	|  0.00075999     	|1000           	|  0.75999        	|  0.059133       	|
on_train_epoch_end                 	|  0.00046192     	|500            	|  0.23096        	|  0.01797        	|
on_train_epoch_start               	|  0.0004359      	|500            	|  0.21795        	|  0.016958       	|
on_train_batch_start               	|  0.00011531     	|1000           	|  0.11531        	|  0.0089722      	|
on_train_end                       	|  0.059466       	|1              	|  0.059466       	|  0.0046269      	|
on_batch_start                     	|  5.8322e-05     	|1000           	|  0.058322       	|  0.0045379      	|
on_after_backward                  	|  2.6226e-05     	|1000           	|  0.026226       	|  0.0020406      	|
on_before_zero_grad                	|  2.5274e-05     	|1000           	|  0.025274       	|  0.0019665      	|
on_pretrain_routine_start          	|  0.024477       	|1              	|  0.024477       	|  0.0019045      	|
on_batch_end                       	|  1.787e-05      	|1000           	|  0.01787        	|  0.0013904      	|
on_before_optimizer_step           	|  1.6867e-05     	|1000           	|  0.016867       	|  0.0013123      	|
on_before_backward                 	|  1.6338e-05     	|1000           	|  0.016338       	|  0.0012712      	|
configure_optimizers               	|  0.01221        	|1              	|  0.01221        	|  0.00095001     	|
training_step_end                  	|  1.0796e-05     	|1000           	|  0.010796       	|  0.00084001     	|
on_epoch_end                       	|  1.1848e-05     	|500            	|  0.005924       	|  0.00046093     	|
on_epoch_start                     	|  1.1281e-05     	|500            	|  0.0056404      	|  0.00043886     	|
on_train_start                     	|  0.0012277      	|1              	|  0.0012277      	|  9.5526e-05     	|
on_fit_end                         	|  0.00013202     	|1              	|  0.00013202     	|  1.0272e-05     	|
on_fit_start                       	|  5.5796e-05     	|1              	|  5.5796e-05     	|  4.3413e-06     	|
teardown                           	|  3.4556e-05     	|1              	|  3.4556e-05     	|  2.6887e-06     	|
on_before_accelerator_backend_setup	|  2.5516e-05     	|1              	|  2.5516e-05     	|  1.9854e-06     	|
setup                              	|  2.387e-05      	|1              	|  2.387e-05      	|  1.8572e-06     	|
on_configure_sharded_model         	|  1.9457e-05     	|1              	|  1.9457e-05     	|  1.5139e-06     	|
on_pretrain_routine_end            	|  1.684e-05      	|1              	|  1.684e-05      	|  1.3103e-06     	|
on_val_dataloader                  	|  1.0448e-05     	|1              	|  1.0448e-05     	|  8.129e-07      	|
on_train_dataloader                	|  1.0168e-05     	|1              	|  1.0168e-05     	|  7.9116e-07     	|
configure_callbacks                	|  9.7137e-06     	|1              	|  9.7137e-06     	|  7.5579e-07     	|
prepare_data                       	|  9.4883e-06     	|1              	|  9.4883e-06     	|  7.3826e-07     	|
configure_sharded_model            	|  6.8042e-06     	|1              	|  6.8042e-06     	|  5.2942e-07     	|
