FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  358.36         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.325          	|63             	|  335.47         	|  93.615         	|
run_training_batch                 	|  0.31217        	|1000           	|  312.17         	|  87.111         	|
optimizer_step_with_closure_0      	|  0.3095         	|1000           	|  309.5          	|  86.366         	|
training_step_and_backward         	|  0.23237        	|1000           	|  232.37         	|  64.842         	|
model_forward                      	|  0.14434        	|1000           	|  144.34         	|  40.278         	|
training_step                      	|  0.1442         	|1000           	|  144.2          	|  40.24          	|
backward                           	|  0.086703       	|1000           	|  86.703         	|  24.195         	|
get_train_batch                    	|  0.0072767      	|1063           	|  7.7352         	|  2.1585         	|
fetch_next_train_batch             	|  0.0072583      	|1063           	|  7.7156         	|  2.153          	|
zero_grad                          	|  0.0012969      	|1000           	|  1.2969         	|  0.3619         	|
on_train_batch_end                 	|  0.0011975      	|1000           	|  1.1975         	|  0.33417        	|
training_batch_to_device           	|  0.00021866     	|1000           	|  0.21866        	|  0.061017       	|
on_train_batch_start               	|  9.2682e-05     	|1000           	|  0.092682       	|  0.025863       	|
on_train_end                       	|  0.024932       	|1              	|  0.024932       	|  0.0069572      	|
on_pretrain_routine_start          	|  0.022696       	|1              	|  0.022696       	|  0.0063335      	|
on_train_epoch_start               	|  0.0002985      	|63             	|  0.018805       	|  0.0052477      	|
on_train_epoch_end                 	|  0.00027722     	|63             	|  0.017465       	|  0.0048737      	|
on_batch_start                     	|  1.5862e-05     	|1000           	|  0.015862       	|  0.0044262      	|
on_before_zero_grad                	|  1.4207e-05     	|1000           	|  0.014207       	|  0.0039645      	|
on_batch_end                       	|  1.3394e-05     	|1000           	|  0.013394       	|  0.0037376      	|
on_after_backward                  	|  1.1454e-05     	|1000           	|  0.011454       	|  0.0031963      	|
on_before_backward                 	|  1.0349e-05     	|1000           	|  0.010349       	|  0.0028879      	|
on_before_optimizer_step           	|  1.0102e-05     	|1000           	|  0.010102       	|  0.0028189      	|
configure_optimizers               	|  0.008215       	|1              	|  0.008215       	|  0.0022924      	|
training_step_end                  	|  5.8414e-06     	|1000           	|  0.0058414      	|  0.0016301      	|
on_train_start                     	|  0.00070511     	|1              	|  0.00070511     	|  0.00019676     	|
on_epoch_start                     	|  1.038e-05      	|63             	|  0.00065395     	|  0.00018248     	|
on_epoch_end                       	|  1.0342e-05     	|63             	|  0.00065153     	|  0.00018181     	|
on_fit_end                         	|  2.4905e-05     	|1              	|  2.4905e-05     	|  6.9498e-06     	|
on_before_accelerator_backend_setup	|  1.7972e-05     	|1              	|  1.7972e-05     	|  5.0151e-06     	|
on_fit_start                       	|  1.5418e-05     	|1              	|  1.5418e-05     	|  4.3024e-06     	|
on_configure_sharded_model         	|  1.4907e-05     	|1              	|  1.4907e-05     	|  4.1598e-06     	|
setup                              	|  1.3233e-05     	|1              	|  1.3233e-05     	|  3.6927e-06     	|
teardown                           	|  1.2432e-05     	|1              	|  1.2432e-05     	|  3.4692e-06     	|
on_pretrain_routine_end            	|  9.396e-06      	|1              	|  9.396e-06      	|  2.622e-06      	|
prepare_data                       	|  7.1529e-06     	|1              	|  7.1529e-06     	|  1.996e-06      	|
configure_sharded_model            	|  5.6101e-06     	|1              	|  5.6101e-06     	|  1.5655e-06     	|
configure_callbacks                	|  5.1289e-06     	|1              	|  5.1289e-06     	|  1.4312e-06     	|
on_val_dataloader                  	|  4.678e-06      	|1              	|  4.678e-06      	|  1.3054e-06     	|
on_train_dataloader                	|  4.1371e-06     	|1              	|  4.1371e-06     	|  1.1544e-06     	|
