FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1225.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.4039         	|500            	|  1201.9         	|  98.092         	|
run_training_batch                 	|  0.27537        	|1000           	|  275.37         	|  22.473         	|
optimizer_step_with_closure_0      	|  0.27099        	|1000           	|  270.99         	|  22.116         	|
training_step_and_backward         	|  0.20489        	|1000           	|  204.89         	|  16.721         	|
get_train_batch                    	|  0.11079        	|1500           	|  166.19         	|  13.563         	|
fetch_next_train_batch             	|  0.11075        	|1500           	|  166.12         	|  13.558         	|
model_forward                      	|  0.10925        	|1000           	|  109.25         	|  8.916          	|
training_step                      	|  0.10901        	|1000           	|  109.01         	|  8.8967         	|
backward                           	|  0.094067       	|1000           	|  94.067         	|  7.677          	|
on_train_batch_end                 	|  0.0024592      	|1000           	|  2.4592         	|  0.2007         	|
zero_grad                          	|  0.0015288      	|1000           	|  1.5288         	|  0.12477        	|
training_batch_to_device           	|  0.0007465      	|1000           	|  0.7465         	|  0.060923       	|
on_train_epoch_end                 	|  0.0003603      	|500            	|  0.18015        	|  0.014702       	|
on_train_epoch_start               	|  0.00034632     	|500            	|  0.17316        	|  0.014132       	|
on_train_batch_start               	|  0.00012047     	|1000           	|  0.12047        	|  0.0098316      	|
on_batch_start                     	|  5.6846e-05     	|1000           	|  0.056846       	|  0.0046393      	|
on_train_end                       	|  0.043724       	|1              	|  0.043724       	|  0.0035684      	|
on_after_backward                  	|  2.8133e-05     	|1000           	|  0.028133       	|  0.002296       	|
on_pretrain_routine_start          	|  0.026571       	|1              	|  0.026571       	|  0.0021685      	|
on_before_zero_grad                	|  2.3733e-05     	|1000           	|  0.023733       	|  0.0019369      	|
on_batch_end                       	|  1.9703e-05     	|1000           	|  0.019703       	|  0.001608       	|
on_before_optimizer_step           	|  1.7212e-05     	|1000           	|  0.017212       	|  0.0014047      	|
on_before_backward                 	|  1.3678e-05     	|1000           	|  0.013678       	|  0.0011163      	|
configure_optimizers               	|  0.01125        	|1              	|  0.01125        	|  0.00091813     	|
training_step_end                  	|  9.5205e-06     	|1000           	|  0.0095205      	|  0.00077698     	|
on_epoch_end                       	|  1.3468e-05     	|500            	|  0.0067342      	|  0.00054959     	|
on_epoch_start                     	|  1.1251e-05     	|500            	|  0.0056254      	|  0.0004591      	|
on_train_start                     	|  0.0015727      	|1              	|  0.0015727      	|  0.00012835     	|
on_fit_end                         	|  6.3257e-05     	|1              	|  6.3257e-05     	|  5.1625e-06     	|
on_fit_start                       	|  4.741e-05      	|1              	|  4.741e-05      	|  3.8692e-06     	|
setup                              	|  2.8905e-05     	|1              	|  2.8905e-05     	|  2.3589e-06     	|
on_before_accelerator_backend_setup	|  2.5636e-05     	|1              	|  2.5636e-05     	|  2.0922e-06     	|
on_configure_sharded_model         	|  2.0267e-05     	|1              	|  2.0267e-05     	|  1.6541e-06     	|
on_pretrain_routine_end            	|  1.8276e-05     	|1              	|  1.8276e-05     	|  1.4916e-06     	|
teardown                           	|  1.7185e-05     	|1              	|  1.7185e-05     	|  1.4025e-06     	|
configure_callbacks                	|  9.1065e-06     	|1              	|  9.1065e-06     	|  7.4319e-07     	|
prepare_data                       	|  8.909e-06      	|1              	|  8.909e-06      	|  7.2708e-07     	|
on_train_dataloader                	|  8.6147e-06     	|1              	|  8.6147e-06     	|  7.0306e-07     	|
configure_sharded_model            	|  8.1118e-06     	|1              	|  8.1118e-06     	|  6.6202e-07     	|
on_val_dataloader                  	|  8.0876e-06     	|1              	|  8.0876e-06     	|  6.6004e-07     	|
