FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  459.48         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1775         	|200            	|  435.49         	|  94.779         	|
run_training_batch                 	|  0.36452        	|1000           	|  364.52         	|  79.333         	|
optimizer_step_with_closure_0      	|  0.36184        	|1000           	|  361.84         	|  78.749         	|
training_step_and_backward         	|  0.28282        	|1000           	|  282.82         	|  61.551         	|
model_forward                      	|  0.1667         	|1000           	|  166.7          	|  36.28          	|
training_step                      	|  0.16655        	|1000           	|  166.55         	|  36.248         	|
backward                           	|  0.1148         	|1000           	|  114.8          	|  24.984         	|
get_train_batch                    	|  0.016598       	|1200           	|  19.918         	|  4.3348         	|
fetch_next_train_batch             	|  0.016572       	|1200           	|  19.887         	|  4.328          	|
zero_grad                          	|  0.0012892      	|1000           	|  1.2892         	|  0.28057        	|
on_train_batch_end                 	|  0.0012453      	|1000           	|  1.2453         	|  0.27103        	|
training_batch_to_device           	|  0.00034706     	|1000           	|  0.34706        	|  0.075533       	|
on_train_batch_start               	|  9.5685e-05     	|1000           	|  0.095685       	|  0.020824       	|
on_train_epoch_start               	|  0.00027141     	|200            	|  0.054283       	|  0.011814       	|
on_train_epoch_end                 	|  0.00024825     	|200            	|  0.04965        	|  0.010806       	|
on_batch_start                     	|  2.4157e-05     	|1000           	|  0.024157       	|  0.0052574      	|
on_train_end                       	|  0.024107       	|1              	|  0.024107       	|  0.0052465      	|
on_pretrain_routine_start          	|  0.022508       	|1              	|  0.022508       	|  0.0048984      	|
on_before_zero_grad                	|  1.5898e-05     	|1000           	|  0.015898       	|  0.0034599      	|
on_batch_end                       	|  1.4039e-05     	|1000           	|  0.014039       	|  0.0030553      	|
on_after_backward                  	|  1.1269e-05     	|1000           	|  0.011269       	|  0.0024526      	|
on_before_optimizer_step           	|  1.1085e-05     	|1000           	|  0.011085       	|  0.0024124      	|
on_before_backward                 	|  1.0905e-05     	|1000           	|  0.010905       	|  0.0023732      	|
configure_optimizers               	|  0.008179       	|1              	|  0.008179       	|  0.00178        	|
training_step_end                  	|  6.2814e-06     	|1000           	|  0.0062814      	|  0.0013671      	|
on_epoch_start                     	|  1.053e-05      	|200            	|  0.002106       	|  0.00045834     	|
on_epoch_end                       	|  1.0327e-05     	|200            	|  0.0020655      	|  0.00044953     	|
on_train_start                     	|  0.00078883     	|1              	|  0.00078883     	|  0.00017168     	|
on_fit_end                         	|  2.149e-05      	|1              	|  2.149e-05      	|  4.677e-06      	|
on_before_accelerator_backend_setup	|  2.0819e-05     	|1              	|  2.0819e-05     	|  4.531e-06      	|
on_fit_start                       	|  1.591e-05      	|1              	|  1.591e-05      	|  3.4626e-06     	|
setup                              	|  1.4207e-05     	|1              	|  1.4207e-05     	|  3.092e-06      	|
on_configure_sharded_model         	|  1.3555e-05     	|1              	|  1.3555e-05     	|  2.95e-06       	|
on_pretrain_routine_end            	|  1.2103e-05     	|1              	|  1.2103e-05     	|  2.634e-06      	|
teardown                           	|  1.0269e-05     	|1              	|  1.0269e-05     	|  2.2349e-06     	|
prepare_data                       	|  7.443e-06      	|1              	|  7.443e-06      	|  1.6199e-06     	|
configure_callbacks                	|  6.3421e-06     	|1              	|  6.3421e-06     	|  1.3803e-06     	|
configure_sharded_model            	|  4.429e-06      	|1              	|  4.429e-06      	|  9.6391e-07     	|
on_train_dataloader                	|  4.288e-06      	|1              	|  4.288e-06      	|  9.3323e-07     	|
on_val_dataloader                  	|  4.257e-06      	|1              	|  4.257e-06      	|  9.2647e-07     	|
