FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  332.02         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.209         	|21             	|  319.39         	|  96.196         	|
run_training_batch                 	|  0.30563        	|1000           	|  305.63         	|  92.053         	|
optimizer_step_with_closure_0      	|  0.30365        	|1000           	|  303.65         	|  91.455         	|
training_step_and_backward         	|  0.232          	|1000           	|  232.0          	|  69.874         	|
backward                           	|  0.11737        	|1000           	|  117.37         	|  35.349         	|
model_forward                      	|  0.11314        	|1000           	|  113.14         	|  34.076         	|
training_step                      	|  0.11297        	|1000           	|  112.97         	|  34.025         	|
get_train_batch                    	|  0.0047211      	|1021           	|  4.8203         	|  1.4518         	|
fetch_next_train_batch             	|  0.0047007      	|1021           	|  4.7994         	|  1.4455         	|
on_train_batch_end                 	|  0.00152        	|1000           	|  1.52           	|  0.45779        	|
zero_grad                          	|  0.0014661      	|1000           	|  1.4661         	|  0.44156        	|
training_batch_to_device           	|  0.00028212     	|1000           	|  0.28212        	|  0.084972       	|
on_train_batch_start               	|  0.00010394     	|1000           	|  0.10394        	|  0.031307       	|
on_train_end                       	|  0.023379       	|1              	|  0.023379       	|  0.0070414      	|
on_pretrain_routine_start          	|  0.022092       	|1              	|  0.022092       	|  0.0066539      	|
on_batch_start                     	|  1.8716e-05     	|1000           	|  0.018716       	|  0.005637       	|
on_after_backward                  	|  1.7007e-05     	|1000           	|  0.017007       	|  0.0051223      	|
on_batch_end                       	|  1.4201e-05     	|1000           	|  0.014201       	|  0.004277       	|
on_before_zero_grad                	|  1.2482e-05     	|1000           	|  0.012482       	|  0.0037594      	|
on_before_optimizer_step           	|  1.2027e-05     	|1000           	|  0.012027       	|  0.0036224      	|
on_before_backward                 	|  1.1696e-05     	|1000           	|  0.011696       	|  0.0035226      	|
on_train_epoch_end                 	|  0.00044539     	|21             	|  0.0093531      	|  0.002817       	|
on_train_epoch_start               	|  0.00040676     	|21             	|  0.0085419      	|  0.0025727      	|
configure_optimizers               	|  0.0076276      	|1              	|  0.0076276      	|  0.0022973      	|
training_step_end                  	|  5.7538e-06     	|1000           	|  0.0057538      	|  0.001733       	|
on_train_start                     	|  0.0015282      	|1              	|  0.0015282      	|  0.00046026     	|
on_epoch_end                       	|  1.0341e-05     	|21             	|  0.00021716     	|  6.5405e-05     	|
on_epoch_start                     	|  9.9896e-06     	|21             	|  0.00020978     	|  6.3183e-05     	|
on_fit_end                         	|  2.6593e-05     	|1              	|  2.6593e-05     	|  8.0094e-06     	|
on_before_accelerator_backend_setup	|  2.4144e-05     	|1              	|  2.4144e-05     	|  7.2718e-06     	|
setup                              	|  2.1873e-05     	|1              	|  2.1873e-05     	|  6.5878e-06     	|
on_configure_sharded_model         	|  2.0135e-05     	|1              	|  2.0135e-05     	|  6.0644e-06     	|
on_pretrain_routine_end            	|  1.7732e-05     	|1              	|  1.7732e-05     	|  5.3406e-06     	|
on_fit_start                       	|  1.7498e-05     	|1              	|  1.7498e-05     	|  5.2701e-06     	|
teardown                           	|  1.0593e-05     	|1              	|  1.0593e-05     	|  3.1905e-06     	|
prepare_data                       	|  9.622e-06      	|1              	|  9.622e-06      	|  2.898e-06      	|
configure_sharded_model            	|  6.593e-06      	|1              	|  6.593e-06      	|  1.9857e-06     	|
on_val_dataloader                  	|  6.07e-06       	|1              	|  6.07e-06       	|  1.8282e-06     	|
configure_callbacks                	|  5.889e-06      	|1              	|  5.889e-06      	|  1.7737e-06     	|
on_train_dataloader                	|  5.627e-06      	|1              	|  5.627e-06      	|  1.6948e-06     	|
