FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  389.9          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.647         	|25             	|  366.18         	|  93.917         	|
run_training_batch                 	|  0.35355        	|1000           	|  353.55         	|  90.679         	|
optimizer_step_with_closure_0      	|  0.35093        	|1000           	|  350.93         	|  90.005         	|
training_step_and_backward         	|  0.27247        	|1000           	|  272.47         	|  69.882         	|
model_forward                      	|  0.16129        	|1000           	|  161.29         	|  41.368         	|
training_step                      	|  0.16115        	|1000           	|  161.15         	|  41.332         	|
backward                           	|  0.10984        	|1000           	|  109.84         	|  28.172         	|
get_train_batch                    	|  0.0042676      	|1025           	|  4.3743         	|  1.1219         	|
fetch_next_train_batch             	|  0.0042506      	|1025           	|  4.3569         	|  1.1174         	|
zero_grad                          	|  0.0013094      	|1000           	|  1.3094         	|  0.33583        	|
on_train_batch_end                 	|  0.0012046      	|1000           	|  1.2046         	|  0.30896        	|
training_batch_to_device           	|  0.00024028     	|1000           	|  0.24028        	|  0.061627       	|
on_train_batch_start               	|  9.1284e-05     	|1000           	|  0.091284       	|  0.023412       	|
on_pretrain_routine_start          	|  0.024386       	|1              	|  0.024386       	|  0.0062544      	|
on_train_end                       	|  0.024273       	|1              	|  0.024273       	|  0.0062255      	|
configure_optimizers               	|  0.02038        	|1              	|  0.02038        	|  0.0052269      	|
on_batch_start                     	|  1.5641e-05     	|1000           	|  0.015641       	|  0.0040115      	|
on_before_zero_grad                	|  1.3551e-05     	|1000           	|  0.013551       	|  0.0034756      	|
on_batch_end                       	|  1.3258e-05     	|1000           	|  0.013258       	|  0.0034004      	|
on_after_backward                  	|  1.1523e-05     	|1000           	|  0.011523       	|  0.0029555      	|
on_before_backward                 	|  1.0923e-05     	|1000           	|  0.010923       	|  0.0028014      	|
on_before_optimizer_step           	|  1.062e-05      	|1000           	|  0.01062        	|  0.0027237      	|
on_train_epoch_end                 	|  0.00028748     	|25             	|  0.007187       	|  0.0018433      	|
on_train_epoch_start               	|  0.00027558     	|25             	|  0.0068895      	|  0.001767       	|
training_step_end                  	|  5.9536e-06     	|1000           	|  0.0059536      	|  0.001527       	|
on_train_start                     	|  0.00065909     	|1              	|  0.00065909     	|  0.00016904     	|
on_epoch_start                     	|  1.0844e-05     	|25             	|  0.0002711      	|  6.953e-05      	|
on_epoch_end                       	|  1.0601e-05     	|25             	|  0.00026503     	|  6.7974e-05     	|
on_fit_end                         	|  2.2522e-05     	|1              	|  2.2522e-05     	|  5.7764e-06     	|
on_before_accelerator_backend_setup	|  2.2182e-05     	|1              	|  2.2182e-05     	|  5.6892e-06     	|
on_fit_start                       	|  1.8094e-05     	|1              	|  1.8094e-05     	|  4.6407e-06     	|
setup                              	|  1.4306e-05     	|1              	|  1.4306e-05     	|  3.6692e-06     	|
on_configure_sharded_model         	|  1.3345e-05     	|1              	|  1.3345e-05     	|  3.4227e-06     	|
on_pretrain_routine_end            	|  1.076e-05      	|1              	|  1.076e-05      	|  2.7597e-06     	|
teardown                           	|  1.069e-05      	|1              	|  1.069e-05      	|  2.7417e-06     	|
prepare_data                       	|  7.8239e-06     	|1              	|  7.8239e-06     	|  2.0067e-06     	|
configure_callbacks                	|  6.3521e-06     	|1              	|  6.3521e-06     	|  1.6292e-06     	|
on_val_dataloader                  	|  4.9489e-06     	|1              	|  4.9489e-06     	|  1.2693e-06     	|
on_train_dataloader                	|  4.579e-06      	|1              	|  4.579e-06      	|  1.1744e-06     	|
configure_sharded_model            	|  4.538e-06      	|1              	|  4.538e-06      	|  1.1639e-06     	|
