FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  495.58         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.5015         	|63             	|  472.59         	|  95.362         	|
run_training_batch                 	|  0.28685        	|1000           	|  286.85         	|  57.882         	|
optimizer_step_with_closure_0      	|  0.28349        	|1000           	|  283.49         	|  57.204         	|
training_step_and_backward         	|  0.21834        	|1000           	|  218.34         	|  44.058         	|
model_forward                      	|  0.10858        	|1000           	|  108.58         	|  21.909         	|
training_step                      	|  0.10835        	|1000           	|  108.35         	|  21.864         	|
backward                           	|  0.1082         	|1000           	|  108.2          	|  21.833         	|
get_train_batch                    	|  0.032125       	|1063           	|  34.149         	|  6.8906         	|
fetch_next_train_batch             	|  0.032098       	|1063           	|  34.12          	|  6.8849         	|
on_train_batch_end                 	|  0.0025713      	|1000           	|  2.5713         	|  0.51885        	|
zero_grad                          	|  0.0015307      	|1000           	|  1.5307         	|  0.30888        	|
training_batch_to_device           	|  0.00028438     	|1000           	|  0.28438        	|  0.057383       	|
on_train_batch_start               	|  9.6659e-05     	|1000           	|  0.096659       	|  0.019504       	|
on_train_end                       	|  0.075702       	|1              	|  0.075702       	|  0.015275       	|
on_train_epoch_end                 	|  0.0004534      	|63             	|  0.028564       	|  0.0057638      	|
on_train_epoch_start               	|  0.00044038     	|63             	|  0.027744       	|  0.0055982      	|
on_after_backward                  	|  2.619e-05      	|1000           	|  0.02619        	|  0.0052848      	|
on_batch_start                     	|  2.4164e-05     	|1000           	|  0.024164       	|  0.0048758      	|
on_pretrain_routine_start          	|  0.023988       	|1              	|  0.023988       	|  0.0048403      	|
on_before_zero_grad                	|  1.8418e-05     	|1000           	|  0.018418       	|  0.0037164      	|
on_batch_end                       	|  1.6833e-05     	|1000           	|  0.016833       	|  0.0033966      	|
on_before_optimizer_step           	|  1.3909e-05     	|1000           	|  0.013909       	|  0.0028066      	|
configure_optimizers               	|  0.013601       	|1              	|  0.013601       	|  0.0027445      	|
on_before_backward                 	|  1.33e-05       	|1000           	|  0.0133         	|  0.0026838      	|
training_step_end                  	|  8.1053e-06     	|1000           	|  0.0081053      	|  0.0016355      	|
on_epoch_end                       	|  1.545e-05      	|63             	|  0.00097336     	|  0.00019641     	|
on_train_start                     	|  0.00078135     	|1              	|  0.00078135     	|  0.00015766     	|
on_epoch_start                     	|  1.1768e-05     	|63             	|  0.0007414      	|  0.0001496      	|
on_fit_end                         	|  3.7778e-05     	|1              	|  3.7778e-05     	|  7.623e-06      	|
on_configure_sharded_model         	|  2.7232e-05     	|1              	|  2.7232e-05     	|  5.4949e-06     	|
on_fit_start                       	|  2.6619e-05     	|1              	|  2.6619e-05     	|  5.3713e-06     	|
on_before_accelerator_backend_setup	|  2.6114e-05     	|1              	|  2.6114e-05     	|  5.2694e-06     	|
setup                              	|  2.3399e-05     	|1              	|  2.3399e-05     	|  4.7214e-06     	|
teardown                           	|  1.7624e-05     	|1              	|  1.7624e-05     	|  3.5563e-06     	|
on_pretrain_routine_end            	|  1.3145e-05     	|1              	|  1.3145e-05     	|  2.6524e-06     	|
prepare_data                       	|  1.0846e-05     	|1              	|  1.0846e-05     	|  2.1886e-06     	|
configure_sharded_model            	|  1.0647e-05     	|1              	|  1.0647e-05     	|  2.1484e-06     	|
configure_callbacks                	|  9.0338e-06     	|1              	|  9.0338e-06     	|  1.8229e-06     	|
on_train_dataloader                	|  6.5323e-06     	|1              	|  6.5323e-06     	|  1.3181e-06     	|
on_val_dataloader                  	|  6.333e-06      	|1              	|  6.333e-06      	|  1.2779e-06     	|
