FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  458.64         	|  100 %          	|
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run_training_epoch                 	|  2.1741         	|200            	|  434.81         	|  94.804         	|
run_training_batch                 	|  0.36387        	|1000           	|  363.87         	|  79.337         	|
optimizer_step_with_closure_0      	|  0.36123        	|1000           	|  361.23         	|  78.76          	|
training_step_and_backward         	|  0.28313        	|1000           	|  283.13         	|  61.732         	|
model_forward                      	|  0.16683        	|1000           	|  166.83         	|  36.374         	|
training_step                      	|  0.16668        	|1000           	|  166.68         	|  36.342         	|
backward                           	|  0.11497        	|1000           	|  114.97         	|  25.067         	|
get_train_batch                    	|  0.016607       	|1200           	|  19.928         	|  4.345          	|
fetch_next_train_batch             	|  0.016581       	|1200           	|  19.898         	|  4.3384         	|
zero_grad                          	|  0.0013092      	|1000           	|  1.3092         	|  0.28546        	|
on_train_batch_end                 	|  0.0012517      	|1000           	|  1.2517         	|  0.27292        	|
training_batch_to_device           	|  0.00033898     	|1000           	|  0.33898        	|  0.073908       	|
on_train_batch_start               	|  9.5947e-05     	|1000           	|  0.095947       	|  0.02092        	|
on_train_epoch_start               	|  0.00027143     	|200            	|  0.054286       	|  0.011836       	|
on_train_epoch_end                 	|  0.00024702     	|200            	|  0.049405       	|  0.010772       	|
on_train_end                       	|  0.023386       	|1              	|  0.023386       	|  0.005099       	|
on_batch_start                     	|  2.3023e-05     	|1000           	|  0.023023       	|  0.0050199      	|
on_pretrain_routine_start          	|  0.022195       	|1              	|  0.022195       	|  0.0048393      	|
on_before_zero_grad                	|  1.6373e-05     	|1000           	|  0.016373       	|  0.00357        	|
on_batch_end                       	|  1.3818e-05     	|1000           	|  0.013818       	|  0.0030129      	|
on_before_backward                 	|  1.2009e-05     	|1000           	|  0.012009       	|  0.0026183      	|
on_after_backward                  	|  1.154e-05      	|1000           	|  0.01154        	|  0.002516       	|
on_before_optimizer_step           	|  1.0978e-05     	|1000           	|  0.010978       	|  0.0023936      	|
configure_optimizers               	|  0.0082531      	|1              	|  0.0082531      	|  0.0017995      	|
training_step_end                  	|  6.3189e-06     	|1000           	|  0.0063189      	|  0.0013777      	|
on_epoch_start                     	|  1.0492e-05     	|200            	|  0.0020985      	|  0.00045754     	|
on_epoch_end                       	|  1.0187e-05     	|200            	|  0.0020373      	|  0.0004442      	|
on_train_start                     	|  0.00077244     	|1              	|  0.00077244     	|  0.00016842     	|
on_fit_end                         	|  2.2071e-05     	|1              	|  2.2071e-05     	|  4.8122e-06     	|
on_before_accelerator_backend_setup	|  2.114e-05      	|1              	|  2.114e-05      	|  4.6092e-06     	|
on_fit_start                       	|  1.598e-05      	|1              	|  1.598e-05      	|  3.4842e-06     	|
on_configure_sharded_model         	|  1.4247e-05     	|1              	|  1.4247e-05     	|  3.1063e-06     	|
setup                              	|  1.4146e-05     	|1              	|  1.4146e-05     	|  3.0843e-06     	|
on_pretrain_routine_end            	|  1.2744e-05     	|1              	|  1.2744e-05     	|  2.7786e-06     	|
teardown                           	|  1.0329e-05     	|1              	|  1.0329e-05     	|  2.2521e-06     	|
prepare_data                       	|  7.8239e-06     	|1              	|  7.8239e-06     	|  1.7059e-06     	|
configure_callbacks                	|  6.072e-06      	|1              	|  6.072e-06      	|  1.3239e-06     	|
on_val_dataloader                  	|  5.3999e-06     	|1              	|  5.3999e-06     	|  1.1774e-06     	|
configure_sharded_model            	|  4.2181e-06     	|1              	|  4.2181e-06     	|  9.1969e-07     	|
on_train_dataloader                	|  3.938e-06      	|1              	|  3.938e-06      	|  8.5861e-07     	|
