FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  445.82         	|  100 %          	|
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run_training_epoch                 	|  2.1092         	|200            	|  421.85         	|  94.622         	|
run_training_batch                 	|  0.34928        	|1000           	|  349.28         	|  78.345         	|
optimizer_step_with_closure_0      	|  0.34659        	|1000           	|  346.59         	|  77.743         	|
training_step_and_backward         	|  0.26926        	|1000           	|  269.26         	|  60.396         	|
model_forward                      	|  0.15998        	|1000           	|  159.98         	|  35.884         	|
training_step                      	|  0.15983        	|1000           	|  159.83         	|  35.85          	|
backward                           	|  0.10791        	|1000           	|  107.91         	|  24.205         	|
get_train_batch                    	|  0.016933       	|1200           	|  20.319         	|  4.5577         	|
fetch_next_train_batch             	|  0.016907       	|1200           	|  20.289         	|  4.5509         	|
zero_grad                          	|  0.0013366      	|1000           	|  1.3366         	|  0.29982        	|
on_train_batch_end                 	|  0.001274       	|1000           	|  1.274          	|  0.28576        	|
training_batch_to_device           	|  0.0003424      	|1000           	|  0.3424         	|  0.076801       	|
on_train_batch_start               	|  9.6899e-05     	|1000           	|  0.096899       	|  0.021735       	|
on_train_epoch_start               	|  0.00027457     	|200            	|  0.054915       	|  0.012318       	|
on_train_epoch_end                 	|  0.0002532      	|200            	|  0.050639       	|  0.011359       	|
on_train_end                       	|  0.024051       	|1              	|  0.024051       	|  0.0053948      	|
on_batch_start                     	|  2.2558e-05     	|1000           	|  0.022558       	|  0.0050598      	|
on_pretrain_routine_start          	|  0.022323       	|1              	|  0.022323       	|  0.0050071      	|
on_before_zero_grad                	|  1.6007e-05     	|1000           	|  0.016007       	|  0.0035904      	|
on_batch_end                       	|  1.3649e-05     	|1000           	|  0.013649       	|  0.0030616      	|
on_after_backward                  	|  1.1864e-05     	|1000           	|  0.011864       	|  0.0026611      	|
on_before_optimizer_step           	|  1.1429e-05     	|1000           	|  0.011429       	|  0.0025636      	|
on_before_backward                 	|  1.1165e-05     	|1000           	|  0.011165       	|  0.0025043      	|
configure_optimizers               	|  0.0081211      	|1              	|  0.0081211      	|  0.0018216      	|
training_step_end                  	|  6.795e-06      	|1000           	|  0.006795       	|  0.0015242      	|
on_epoch_start                     	|  1.0706e-05     	|200            	|  0.0021413      	|  0.00048029     	|
on_epoch_end                       	|  1.0464e-05     	|200            	|  0.0020928      	|  0.00046942     	|
on_train_start                     	|  0.00079702     	|1              	|  0.00079702     	|  0.00017878     	|
on_fit_end                         	|  2.2412e-05     	|1              	|  2.2412e-05     	|  5.0271e-06     	|
on_before_accelerator_backend_setup	|  2.0278e-05     	|1              	|  2.0278e-05     	|  4.5485e-06     	|
on_fit_start                       	|  1.6831e-05     	|1              	|  1.6831e-05     	|  3.7753e-06     	|
on_configure_sharded_model         	|  1.4317e-05     	|1              	|  1.4317e-05     	|  3.2114e-06     	|
setup                              	|  1.3895e-05     	|1              	|  1.3895e-05     	|  3.1167e-06     	|
on_pretrain_routine_end            	|  1.3325e-05     	|1              	|  1.3325e-05     	|  2.9889e-06     	|
teardown                           	|  9.998e-06      	|1              	|  9.998e-06      	|  2.2426e-06     	|
prepare_data                       	|  7.4339e-06     	|1              	|  7.4339e-06     	|  1.6675e-06     	|
configure_callbacks                	|  6.673e-06      	|1              	|  6.673e-06      	|  1.4968e-06     	|
on_val_dataloader                  	|  4.5991e-06     	|1              	|  4.5991e-06     	|  1.0316e-06     	|
on_train_dataloader                	|  4.518e-06      	|1              	|  4.518e-06      	|  1.0134e-06     	|
configure_sharded_model            	|  4.168e-06      	|1              	|  4.168e-06      	|  9.3491e-07     	|
