FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  383.0          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.7909         	|63             	|  364.83         	|  95.255         	|
run_training_batch                 	|  0.23139        	|1000           	|  231.39         	|  60.415         	|
optimizer_step_with_closure_0      	|  0.22957        	|1000           	|  229.57         	|  59.94          	|
training_step_and_backward         	|  0.17074        	|1000           	|  170.74         	|  44.579         	|
model_forward                      	|  0.085588       	|1000           	|  85.588         	|  22.347         	|
training_step                      	|  0.085429       	|1000           	|  85.429         	|  22.305         	|
backward                           	|  0.083862       	|1000           	|  83.862         	|  21.896         	|
get_train_batch                    	|  0.028454       	|1063           	|  30.246         	|  7.8972         	|
fetch_next_train_batch             	|  0.028432       	|1063           	|  30.224         	|  7.8913         	|
on_train_batch_end                 	|  0.0014748      	|1000           	|  1.4748         	|  0.38508        	|
zero_grad                          	|  0.00126        	|1000           	|  1.26           	|  0.32899        	|
training_batch_to_device           	|  0.00022169     	|1000           	|  0.22169        	|  0.057884       	|
on_train_batch_start               	|  9.048e-05      	|1000           	|  0.09048        	|  0.023624       	|
on_train_end                       	|  0.044304       	|1              	|  0.044304       	|  0.011568       	|
on_train_epoch_start               	|  0.00035059     	|63             	|  0.022087       	|  0.0057668      	|
on_pretrain_routine_start          	|  0.021601       	|1              	|  0.021601       	|  0.0056398      	|
on_train_epoch_end                 	|  0.00032282     	|63             	|  0.020338       	|  0.0053101      	|
on_batch_start                     	|  1.9362e-05     	|1000           	|  0.019362       	|  0.0050553      	|
on_after_backward                  	|  1.5565e-05     	|1000           	|  0.015565       	|  0.0040639      	|
on_batch_end                       	|  1.4043e-05     	|1000           	|  0.014043       	|  0.0036665      	|
on_before_zero_grad                	|  1.3082e-05     	|1000           	|  0.013082       	|  0.0034156      	|
on_before_optimizer_step           	|  1.0957e-05     	|1000           	|  0.010957       	|  0.0028608      	|
on_before_backward                 	|  1.0939e-05     	|1000           	|  0.010939       	|  0.0028562      	|
configure_optimizers               	|  0.010831       	|1              	|  0.010831       	|  0.0028279      	|
training_step_end                  	|  5.9609e-06     	|1000           	|  0.0059609      	|  0.0015564      	|
on_train_start                     	|  0.0012841      	|1              	|  0.0012841      	|  0.00033526     	|
on_epoch_end                       	|  1.1608e-05     	|63             	|  0.00073132     	|  0.00019094     	|
on_epoch_start                     	|  1.0524e-05     	|63             	|  0.00066303     	|  0.00017312     	|
on_fit_start                       	|  6.1924e-05     	|1              	|  6.1924e-05     	|  1.6168e-05     	|
on_fit_end                         	|  2.8078e-05     	|1              	|  2.8078e-05     	|  7.331e-06      	|
on_before_accelerator_backend_setup	|  2.4932e-05     	|1              	|  2.4932e-05     	|  6.5095e-06     	|
on_configure_sharded_model         	|  2.0793e-05     	|1              	|  2.0793e-05     	|  5.4289e-06     	|
setup                              	|  2.0321e-05     	|1              	|  2.0321e-05     	|  5.3059e-06     	|
teardown                           	|  1.5343e-05     	|1              	|  1.5343e-05     	|  4.0059e-06     	|
on_pretrain_routine_end            	|  1.3363e-05     	|1              	|  1.3363e-05     	|  3.4889e-06     	|
prepare_data                       	|  9.6634e-06     	|1              	|  9.6634e-06     	|  2.5231e-06     	|
configure_callbacks                	|  7.9405e-06     	|1              	|  7.9405e-06     	|  2.0732e-06     	|
configure_sharded_model            	|  6.7297e-06     	|1              	|  6.7297e-06     	|  1.7571e-06     	|
on_train_dataloader                	|  6.6441e-06     	|1              	|  6.6441e-06     	|  1.7347e-06     	|
on_val_dataloader                  	|  6.2529e-06     	|1              	|  6.2529e-06     	|  1.6326e-06     	|
