FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1690.9         	|  100 %          	|
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run_training_epoch                 	|  26.476         	|63             	|  1668.0         	|  98.646         	|
run_training_batch                 	|  0.20412        	|8000           	|  1632.9         	|  96.575         	|
training_step_and_backward         	|  0.19304        	|8000           	|  1544.4         	|  91.336         	|
model_forward                      	|  0.10781        	|8000           	|  862.48         	|  51.008         	|
training_step                      	|  0.10768        	|8000           	|  861.41         	|  50.946         	|
backward                           	|  0.085047       	|8000           	|  680.38         	|  40.239         	|
optimizer_step_with_closure_0      	|  0.25299        	|1000           	|  252.99         	|  14.962         	|
get_train_batch                    	|  0.0022765      	|8063           	|  18.355         	|  1.0856         	|
fetch_next_train_batch             	|  0.00226        	|8063           	|  18.222         	|  1.0777         	|
on_train_batch_end                 	|  0.0010801      	|8000           	|  8.6407         	|  0.51103        	|
training_batch_to_device           	|  0.00021476     	|8000           	|  1.7181         	|  0.10161        	|
zero_grad                          	|  0.0013514      	|1000           	|  1.3514         	|  0.079923       	|
on_train_batch_start               	|  8.8579e-05     	|8000           	|  0.70863        	|  0.04191        	|
on_batch_start                     	|  1.5255e-05     	|8000           	|  0.12204        	|  0.0072175      	|
on_batch_end                       	|  1.4048e-05     	|8000           	|  0.11238        	|  0.0066465      	|
on_before_backward                 	|  1.3033e-05     	|8000           	|  0.10426        	|  0.0061663      	|
on_after_backward                  	|  1.1608e-05     	|8000           	|  0.092866       	|  0.0054922      	|
training_step_end                  	|  5.4704e-06     	|8000           	|  0.043764       	|  0.0025883      	|
on_train_end                       	|  0.025457       	|1              	|  0.025457       	|  0.0015055      	|
on_pretrain_routine_start          	|  0.023154       	|1              	|  0.023154       	|  0.0013694      	|
on_train_epoch_start               	|  0.00029589     	|63             	|  0.018641       	|  0.0011025      	|
on_train_epoch_end                 	|  0.00029108     	|63             	|  0.018338       	|  0.0010845      	|
on_before_zero_grad                	|  1.5556e-05     	|1000           	|  0.015556       	|  0.00092004     	|
on_before_optimizer_step           	|  1.2013e-05     	|1000           	|  0.012013       	|  0.00071046     	|
configure_optimizers               	|  0.0081202      	|1              	|  0.0081202      	|  0.00048024     	|
on_train_start                     	|  0.00075989     	|1              	|  0.00075989     	|  4.4941e-05     	|
on_epoch_end                       	|  1.0963e-05     	|63             	|  0.00069066     	|  4.0847e-05     	|
on_epoch_start                     	|  1.0698e-05     	|63             	|  0.00067398     	|  3.986e-05      	|
on_fit_end                         	|  2.2101e-05     	|1              	|  2.2101e-05     	|  1.3071e-06     	|
on_before_accelerator_backend_setup	|  2.1731e-05     	|1              	|  2.1731e-05     	|  1.2852e-06     	|
setup                              	|  2.137e-05      	|1              	|  2.137e-05      	|  1.2639e-06     	|
on_fit_start                       	|  1.7242e-05     	|1              	|  1.7242e-05     	|  1.0197e-06     	|
on_configure_sharded_model         	|  1.596e-05      	|1              	|  1.596e-05      	|  9.4391e-07     	|
teardown                           	|  1.0489e-05     	|1              	|  1.0489e-05     	|  6.2034e-07     	|
on_pretrain_routine_end            	|  9.658e-06      	|1              	|  9.658e-06      	|  5.7119e-07     	|
prepare_data                       	|  8.015e-06      	|1              	|  8.015e-06      	|  4.7402e-07     	|
configure_callbacks                	|  5.9309e-06     	|1              	|  5.9309e-06     	|  3.5076e-07     	|
configure_sharded_model            	|  5.1199e-06     	|1              	|  5.1199e-06     	|  3.028e-07      	|
on_val_dataloader                  	|  4.689e-06      	|1              	|  4.689e-06      	|  2.7731e-07     	|
on_train_dataloader                	|  4.3181e-06     	|1              	|  4.3181e-06     	|  2.5538e-07     	|
