FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  391.9          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.64          	|25             	|  366.01         	|  93.394         	|
run_training_batch                 	|  0.35349        	|1000           	|  353.49         	|  90.199         	|
optimizer_step_with_closure_0      	|  0.35088        	|1000           	|  350.88         	|  89.532         	|
training_step_and_backward         	|  0.27198        	|1000           	|  271.98         	|  69.4           	|
model_forward                      	|  0.16095        	|1000           	|  160.95         	|  41.07          	|
training_step                      	|  0.16082        	|1000           	|  160.82         	|  41.035         	|
backward                           	|  0.10968        	|1000           	|  109.68         	|  27.988         	|
get_train_batch                    	|  0.0042565      	|1025           	|  4.3629         	|  1.1133         	|
fetch_next_train_batch             	|  0.0042392      	|1025           	|  4.3452         	|  1.1088         	|
zero_grad                          	|  0.0013146      	|1000           	|  1.3146         	|  0.33543        	|
on_train_batch_end                 	|  0.0012006      	|1000           	|  1.2006         	|  0.30634        	|
training_batch_to_device           	|  0.00024107     	|1000           	|  0.24107        	|  0.061513       	|
on_train_batch_start               	|  9.0505e-05     	|1000           	|  0.090505       	|  0.023094       	|
on_train_end                       	|  0.023758       	|1              	|  0.023758       	|  0.0060623      	|
on_pretrain_routine_start          	|  0.02299        	|1              	|  0.02299        	|  0.0058664      	|
on_batch_start                     	|  1.5061e-05     	|1000           	|  0.015061       	|  0.0038431      	|
on_before_zero_grad                	|  1.4144e-05     	|1000           	|  0.014144       	|  0.003609       	|
on_batch_end                       	|  1.3669e-05     	|1000           	|  0.013669       	|  0.0034879      	|
on_after_backward                  	|  1.1746e-05     	|1000           	|  0.011746       	|  0.0029973      	|
on_before_backward                 	|  1.1399e-05     	|1000           	|  0.011399       	|  0.0029086      	|
on_before_optimizer_step           	|  1.0664e-05     	|1000           	|  0.010664       	|  0.002721       	|
configure_optimizers               	|  0.0082138      	|1              	|  0.0082138      	|  0.0020959      	|
on_train_epoch_end                 	|  0.00029559     	|25             	|  0.0073897      	|  0.0018856      	|
on_train_epoch_start               	|  0.00029104     	|25             	|  0.0072761      	|  0.0018566      	|
training_step_end                  	|  6.0352e-06     	|1000           	|  0.0060352      	|  0.00154        	|
on_train_start                     	|  0.0006728      	|1              	|  0.0006728      	|  0.00017168     	|
on_epoch_start                     	|  1.0531e-05     	|25             	|  0.00026327     	|  6.7177e-05     	|
on_epoch_end                       	|  1.046e-05      	|25             	|  0.00026149     	|  6.6724e-05     	|
on_fit_end                         	|  2.2201e-05     	|1              	|  2.2201e-05     	|  5.665e-06      	|
on_before_accelerator_backend_setup	|  2.13e-05       	|1              	|  2.13e-05       	|  5.435e-06      	|
on_fit_start                       	|  1.6471e-05     	|1              	|  1.6471e-05     	|  4.2029e-06     	|
on_configure_sharded_model         	|  1.4167e-05     	|1              	|  1.4167e-05     	|  3.615e-06      	|
setup                              	|  1.3475e-05     	|1              	|  1.3475e-05     	|  3.4384e-06     	|
teardown                           	|  1.093e-05      	|1              	|  1.093e-05      	|  2.789e-06      	|
on_pretrain_routine_end            	|  1.035e-05      	|1              	|  1.035e-05      	|  2.641e-06      	|
prepare_data                       	|  8.576e-06      	|1              	|  8.576e-06      	|  2.1883e-06     	|
configure_callbacks                	|  6.412e-06      	|1              	|  6.412e-06      	|  1.6361e-06     	|
configure_sharded_model            	|  4.619e-06      	|1              	|  4.619e-06      	|  1.1786e-06     	|
on_val_dataloader                  	|  4.469e-06      	|1              	|  4.469e-06      	|  1.1403e-06     	|
on_train_dataloader                	|  4.188e-06      	|1              	|  4.188e-06      	|  1.0687e-06     	|
