FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1696.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.555         	|63             	|  1673.0         	|  98.597         	|
run_training_batch                 	|  0.20461        	|8000           	|  1636.9         	|  96.469         	|
training_step_and_backward         	|  0.19319        	|8000           	|  1545.5         	|  91.086         	|
model_forward                      	|  0.10848        	|8000           	|  867.81         	|  51.145         	|
training_step                      	|  0.10834        	|8000           	|  866.75         	|  51.083         	|
backward                           	|  0.084532       	|8000           	|  676.26         	|  39.856         	|
optimizer_step_with_closure_0      	|  0.2528         	|1000           	|  252.8          	|  14.899         	|
get_train_batch                    	|  0.0022965      	|8063           	|  18.517         	|  1.0913         	|
fetch_next_train_batch             	|  0.0022799      	|8063           	|  18.383         	|  1.0834         	|
on_train_batch_end                 	|  0.0011655      	|8000           	|  9.3237         	|  0.54949        	|
training_batch_to_device           	|  0.00021753     	|8000           	|  1.7403         	|  0.10256        	|
zero_grad                          	|  0.0013114      	|1000           	|  1.3114         	|  0.077287       	|
on_train_batch_start               	|  8.896e-05      	|8000           	|  0.71168        	|  0.041943       	|
on_batch_start                     	|  1.4617e-05     	|8000           	|  0.11693        	|  0.0068915      	|
on_before_backward                 	|  1.3512e-05     	|8000           	|  0.10809        	|  0.0063706      	|
on_batch_end                       	|  1.2951e-05     	|8000           	|  0.10361        	|  0.0061063      	|
on_after_backward                  	|  1.1524e-05     	|8000           	|  0.092195       	|  0.0054335      	|
training_step_end                  	|  5.764e-06      	|8000           	|  0.046112       	|  0.0027176      	|
on_train_end                       	|  0.025395       	|1              	|  0.025395       	|  0.0014967      	|
on_pretrain_routine_start          	|  0.022857       	|1              	|  0.022857       	|  0.0013471      	|
on_train_epoch_start               	|  0.00029842     	|63             	|  0.018801       	|  0.001108       	|
on_train_epoch_end                 	|  0.00029397     	|63             	|  0.01852        	|  0.0010915      	|
on_before_zero_grad                	|  1.4252e-05     	|1000           	|  0.014252       	|  0.00083993     	|
on_before_optimizer_step           	|  1.2079e-05     	|1000           	|  0.012079       	|  0.00071185     	|
configure_optimizers               	|  0.0088448      	|1              	|  0.0088448      	|  0.00052128     	|
on_train_start                     	|  0.0007838      	|1              	|  0.0007838      	|  4.6193e-05     	|
on_epoch_start                     	|  1.087e-05      	|63             	|  0.00068479     	|  4.0358e-05     	|
on_epoch_end                       	|  1.0285e-05     	|63             	|  0.00064796     	|  3.8188e-05     	|
setup                              	|  2.3765e-05     	|1              	|  2.3765e-05     	|  1.4006e-06     	|
on_before_accelerator_backend_setup	|  2.3694e-05     	|1              	|  2.3694e-05     	|  1.3964e-06     	|
on_fit_end                         	|  2.0608e-05     	|1              	|  2.0608e-05     	|  1.2145e-06     	|
on_fit_start                       	|  1.7813e-05     	|1              	|  1.7813e-05     	|  1.0498e-06     	|
on_configure_sharded_model         	|  1.6241e-05     	|1              	|  1.6241e-05     	|  9.5718e-07     	|
on_pretrain_routine_end            	|  1.1541e-05     	|1              	|  1.1541e-05     	|  6.8017e-07     	|
teardown                           	|  1.043e-05      	|1              	|  1.043e-05      	|  6.147e-07      	|
prepare_data                       	|  9.2669e-06     	|1              	|  9.2669e-06     	|  5.4615e-07     	|
configure_callbacks                	|  6.2708e-06     	|1              	|  6.2708e-06     	|  3.6957e-07     	|
configure_sharded_model            	|  5.2189e-06     	|1              	|  5.2189e-06     	|  3.0758e-07     	|
on_val_dataloader                  	|  4.679e-06      	|1              	|  4.679e-06      	|  2.7576e-07     	|
on_train_dataloader                	|  4.509e-06      	|1              	|  4.509e-06      	|  2.6574e-07     	|
