FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1266.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.497          	|500            	|  1248.5         	|  98.602         	|
run_training_batch                 	|  0.25325        	|1000           	|  253.25         	|  20.0           	|
optimizer_step_with_closure_0      	|  0.25078        	|1000           	|  250.78         	|  19.806         	|
training_step_and_backward         	|  0.18856        	|1000           	|  188.56         	|  14.891         	|
get_train_batch                    	|  0.1237         	|1500           	|  185.55         	|  14.654         	|
fetch_next_train_batch             	|  0.12366        	|1500           	|  185.5          	|  14.65          	|
model_forward                      	|  0.098907       	|1000           	|  98.907         	|  7.8113         	|
training_step                      	|  0.098691       	|1000           	|  98.691         	|  7.7942         	|
backward                           	|  0.088197       	|1000           	|  88.197         	|  6.9654         	|
on_train_batch_end                 	|  0.0018678      	|1000           	|  1.8678         	|  0.14751        	|
zero_grad                          	|  0.0014157      	|1000           	|  1.4157         	|  0.1118         	|
training_batch_to_device           	|  0.00064813     	|1000           	|  0.64813        	|  0.051187       	|
on_train_epoch_end                 	|  0.00032445     	|500            	|  0.16222        	|  0.012812       	|
on_train_epoch_start               	|  0.00030764     	|500            	|  0.15382        	|  0.012148       	|
on_train_batch_start               	|  0.00011305     	|1000           	|  0.11305        	|  0.0089284      	|
on_batch_start                     	|  4.9648e-05     	|1000           	|  0.049648       	|  0.003921       	|
on_train_end                       	|  0.041464       	|1              	|  0.041464       	|  0.0032746      	|
on_before_zero_grad                	|  2.2087e-05     	|1000           	|  0.022087       	|  0.0017443      	|
on_pretrain_routine_start          	|  0.022059       	|1              	|  0.022059       	|  0.0017421      	|
on_after_backward                  	|  1.9416e-05     	|1000           	|  0.019416       	|  0.0015334      	|
on_before_backward                 	|  1.4956e-05     	|1000           	|  0.014956       	|  0.0011811      	|
on_batch_end                       	|  1.4589e-05     	|1000           	|  0.014589       	|  0.0011522      	|
on_before_optimizer_step           	|  1.331e-05      	|1000           	|  0.01331        	|  0.0010512      	|
configure_optimizers               	|  0.010253       	|1              	|  0.010253       	|  0.00080973     	|
training_step_end                  	|  9.6215e-06     	|1000           	|  0.0096215      	|  0.00075987     	|
on_epoch_end                       	|  1.1504e-05     	|500            	|  0.005752       	|  0.00045427     	|
on_epoch_start                     	|  1.0675e-05     	|500            	|  0.0053377      	|  0.00042155     	|
on_train_start                     	|  0.00094621     	|1              	|  0.00094621     	|  7.4728e-05     	|
on_fit_end                         	|  6.3613e-05     	|1              	|  6.3613e-05     	|  5.0239e-06     	|
on_fit_start                       	|  4.6737e-05     	|1              	|  4.6737e-05     	|  3.6911e-06     	|
on_before_accelerator_backend_setup	|  2.3836e-05     	|1              	|  2.3836e-05     	|  1.8825e-06     	|
setup                              	|  2.121e-05      	|1              	|  2.121e-05      	|  1.6751e-06     	|
on_configure_sharded_model         	|  1.8226e-05     	|1              	|  1.8226e-05     	|  1.4394e-06     	|
teardown                           	|  1.6661e-05     	|1              	|  1.6661e-05     	|  1.3158e-06     	|
on_pretrain_routine_end            	|  1.3379e-05     	|1              	|  1.3379e-05     	|  1.0566e-06     	|
prepare_data                       	|  7.8902e-06     	|1              	|  7.8902e-06     	|  6.2313e-07     	|
configure_callbacks                	|  6.8285e-06     	|1              	|  6.8285e-06     	|  5.3928e-07     	|
on_val_dataloader                  	|  6.6161e-06     	|1              	|  6.6161e-06     	|  5.2251e-07     	|
on_train_dataloader                	|  6.5081e-06     	|1              	|  6.5081e-06     	|  5.1398e-07     	|
configure_sharded_model            	|  6.4727e-06     	|1              	|  6.4727e-06     	|  5.1119e-07     	|
