FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  539.63         	|  100 %          	|
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run_training_epoch                 	|  1.0336         	|500            	|  516.79         	|  95.766         	|
run_training_batch                 	|  0.36531        	|1000           	|  365.31         	|  67.696         	|
optimizer_step_with_closure_0      	|  0.36266        	|1000           	|  362.66         	|  67.205         	|
training_step_and_backward         	|  0.27449        	|1000           	|  274.49         	|  50.865         	|
model_forward                      	|  0.16868        	|1000           	|  168.68         	|  31.258         	|
training_step                      	|  0.16852        	|1000           	|  168.52         	|  31.228         	|
backward                           	|  0.10442        	|1000           	|  104.42         	|  19.35          	|
get_train_batch                    	|  0.028977       	|1500           	|  43.465         	|  8.0545         	|
fetch_next_train_batch             	|  0.028944       	|1500           	|  43.417         	|  8.0456         	|
zero_grad                          	|  0.0013528      	|1000           	|  1.3528         	|  0.25069        	|
on_train_batch_end                 	|  0.0013087      	|1000           	|  1.3087         	|  0.24251        	|
training_batch_to_device           	|  0.00059198     	|1000           	|  0.59198        	|  0.1097         	|
on_train_epoch_start               	|  0.00027651     	|500            	|  0.13826        	|  0.025621       	|
on_train_epoch_end                 	|  0.00027371     	|500            	|  0.13685        	|  0.025361       	|
on_train_batch_start               	|  0.00010746     	|1000           	|  0.10746        	|  0.019913       	|
on_batch_start                     	|  3.4443e-05     	|1000           	|  0.034443       	|  0.0063827      	|
on_train_end                       	|  0.024376       	|1              	|  0.024376       	|  0.0045171      	|
on_pretrain_routine_start          	|  0.023208       	|1              	|  0.023208       	|  0.0043007      	|
on_before_zero_grad                	|  2.0587e-05     	|1000           	|  0.020587       	|  0.003815       	|
on_batch_end                       	|  1.3217e-05     	|1000           	|  0.013217       	|  0.0024492      	|
on_before_optimizer_step           	|  1.281e-05      	|1000           	|  0.01281        	|  0.0023738      	|
on_after_backward                  	|  1.1491e-05     	|1000           	|  0.011491       	|  0.0021293      	|
on_before_backward                 	|  1.103e-05      	|1000           	|  0.01103        	|  0.002044       	|
configure_optimizers               	|  0.0083631      	|1              	|  0.0083631      	|  0.0015498      	|
training_step_end                  	|  7.1136e-06     	|1000           	|  0.0071136      	|  0.0013182      	|
on_epoch_start                     	|  1.0569e-05     	|500            	|  0.0052846      	|  0.0009793      	|
on_epoch_end                       	|  1.0233e-05     	|500            	|  0.0051163      	|  0.00094811     	|
on_train_start                     	|  0.00069432     	|1              	|  0.00069432     	|  0.00012867     	|
on_fit_end                         	|  2.155e-05      	|1              	|  2.155e-05      	|  3.9935e-06     	|
on_before_accelerator_backend_setup	|  2.0529e-05     	|1              	|  2.0529e-05     	|  3.8042e-06     	|
on_fit_start                       	|  1.7203e-05     	|1              	|  1.7203e-05     	|  3.1879e-06     	|
setup                              	|  1.4678e-05     	|1              	|  1.4678e-05     	|  2.72e-06       	|
on_configure_sharded_model         	|  1.3385e-05     	|1              	|  1.3385e-05     	|  2.4804e-06     	|
teardown                           	|  9.818e-06      	|1              	|  9.818e-06      	|  1.8194e-06     	|
on_pretrain_routine_end            	|  9.728e-06      	|1              	|  9.728e-06      	|  1.8027e-06     	|
prepare_data                       	|  6.291e-06      	|1              	|  6.291e-06      	|  1.1658e-06     	|
configure_callbacks                	|  4.95e-06       	|1              	|  4.95e-06       	|  9.1729e-07     	|
on_val_dataloader                  	|  4.4779e-06     	|1              	|  4.4779e-06     	|  8.2981e-07     	|
configure_sharded_model            	|  4.3381e-06     	|1              	|  4.3381e-06     	|  8.039e-07      	|
on_train_dataloader                	|  3.938e-06      	|1              	|  3.938e-06      	|  7.2975e-07     	|
