FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  431.78         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.4624         	|63             	|  407.13         	|  94.292         	|
run_training_batch                 	|  0.27378        	|1000           	|  273.78         	|  63.407         	|
optimizer_step_with_closure_0      	|  0.26942        	|1000           	|  269.42         	|  62.398         	|
training_step_and_backward         	|  0.20316        	|1000           	|  203.16         	|  47.053         	|
model_forward                      	|  0.10749        	|1000           	|  107.49         	|  24.894         	|
training_step                      	|  0.10729        	|1000           	|  107.29         	|  24.849         	|
backward                           	|  0.094068       	|1000           	|  94.068         	|  21.786         	|
get_train_batch                    	|  0.025655       	|1063           	|  27.272         	|  6.3161         	|
fetch_next_train_batch             	|  0.025631       	|1063           	|  27.245         	|  6.31           	|
on_train_batch_end                 	|  0.0022628      	|1000           	|  2.2628         	|  0.52407        	|
zero_grad                          	|  0.0015778      	|1000           	|  1.5778         	|  0.36541        	|
training_batch_to_device           	|  0.00026284     	|1000           	|  0.26284        	|  0.060873       	|
on_train_batch_start               	|  9.3824e-05     	|1000           	|  0.093824       	|  0.02173        	|
on_train_end                       	|  0.054249       	|1              	|  0.054249       	|  0.012564       	|
on_after_backward                  	|  2.754e-05      	|1000           	|  0.02754        	|  0.0063782      	|
on_pretrain_routine_start          	|  0.022559       	|1              	|  0.022559       	|  0.0052247      	|
on_batch_start                     	|  2.2558e-05     	|1000           	|  0.022558       	|  0.0052245      	|
on_train_epoch_start               	|  0.00035205     	|63             	|  0.022179       	|  0.0051367      	|
on_train_epoch_end                 	|  0.00034025     	|63             	|  0.021436       	|  0.0049645      	|
on_before_zero_grad                	|  1.8189e-05     	|1000           	|  0.018189       	|  0.0042125      	|
configure_optimizers               	|  0.015436       	|1              	|  0.015436       	|  0.003575       	|
on_batch_end                       	|  1.5112e-05     	|1000           	|  0.015112       	|  0.0034999      	|
on_before_backward                 	|  1.3677e-05     	|1000           	|  0.013677       	|  0.0031677      	|
on_before_optimizer_step           	|  1.288e-05      	|1000           	|  0.01288        	|  0.0029829      	|
training_step_end                  	|  7.5253e-06     	|1000           	|  0.0075253      	|  0.0017429      	|
on_train_start                     	|  0.0012423      	|1              	|  0.0012423      	|  0.00028772     	|
on_epoch_end                       	|  1.256e-05      	|63             	|  0.00079129     	|  0.00018326     	|
on_epoch_start                     	|  1.0884e-05     	|63             	|  0.00068571     	|  0.00015881     	|
on_fit_end                         	|  6.9639e-05     	|1              	|  6.9639e-05     	|  1.6128e-05     	|
on_fit_start                       	|  4.136e-05      	|1              	|  4.136e-05      	|  9.579e-06      	|
setup                              	|  3.0326e-05     	|1              	|  3.0326e-05     	|  7.0234e-06     	|
on_before_accelerator_backend_setup	|  2.6042e-05     	|1              	|  2.6042e-05     	|  6.0312e-06     	|
on_configure_sharded_model         	|  2.1815e-05     	|1              	|  2.1815e-05     	|  5.0524e-06     	|
teardown                           	|  1.6084e-05     	|1              	|  1.6084e-05     	|  3.725e-06      	|
on_pretrain_routine_end            	|  1.3571e-05     	|1              	|  1.3571e-05     	|  3.1431e-06     	|
prepare_data                       	|  1.0731e-05     	|1              	|  1.0731e-05     	|  2.4852e-06     	|
on_val_dataloader                  	|  8.8569e-06     	|1              	|  8.8569e-06     	|  2.0513e-06     	|
on_train_dataloader                	|  8.4881e-06     	|1              	|  8.4881e-06     	|  1.9658e-06     	|
configure_callbacks                	|  8.3987e-06     	|1              	|  8.3987e-06     	|  1.9451e-06     	|
configure_sharded_model            	|  7.9721e-06     	|1              	|  7.9721e-06     	|  1.8463e-06     	|
