FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  456.82         	|  100 %          	|
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run_training_epoch                 	|  2.1649         	|200            	|  432.98         	|  94.782         	|
run_training_batch                 	|  0.36038        	|1000           	|  360.38         	|  78.889         	|
optimizer_step_with_closure_0      	|  0.35765        	|1000           	|  357.65         	|  78.292         	|
training_step_and_backward         	|  0.27974        	|1000           	|  279.74         	|  61.236         	|
model_forward                      	|  0.16477        	|1000           	|  164.77         	|  36.07          	|
training_step                      	|  0.16462        	|1000           	|  164.62         	|  36.037         	|
backward                           	|  0.11362        	|1000           	|  113.62         	|  24.871         	|
get_train_batch                    	|  0.016531       	|1200           	|  19.837         	|  4.3424         	|
fetch_next_train_batch             	|  0.016505       	|1200           	|  19.806         	|  4.3357         	|
zero_grad                          	|  0.0013202      	|1000           	|  1.3202         	|  0.28899        	|
on_train_batch_end                 	|  0.0012534      	|1000           	|  1.2534         	|  0.27437        	|
training_batch_to_device           	|  0.00034508     	|1000           	|  0.34508        	|  0.07554        	|
on_train_batch_start               	|  9.8628e-05     	|1000           	|  0.098628       	|  0.02159        	|
on_train_epoch_start               	|  0.00027476     	|200            	|  0.054952       	|  0.012029       	|
on_train_epoch_end                 	|  0.00025107     	|200            	|  0.050213       	|  0.010992       	|
on_batch_start                     	|  2.3697e-05     	|1000           	|  0.023697       	|  0.0051873      	|
on_train_end                       	|  0.023667       	|1              	|  0.023667       	|  0.0051809      	|
on_pretrain_routine_start          	|  0.022959       	|1              	|  0.022959       	|  0.005026       	|
on_before_zero_grad                	|  1.733e-05      	|1000           	|  0.01733        	|  0.0037936      	|
on_batch_end                       	|  1.3966e-05     	|1000           	|  0.013966       	|  0.0030571      	|
on_after_backward                  	|  1.298e-05      	|1000           	|  0.01298        	|  0.0028414      	|
on_before_backward                 	|  1.1899e-05     	|1000           	|  0.011899       	|  0.0026047      	|
on_before_optimizer_step           	|  1.1089e-05     	|1000           	|  0.011089       	|  0.0024273      	|
configure_optimizers               	|  0.007695       	|1              	|  0.007695       	|  0.0016845      	|
training_step_end                  	|  6.8521e-06     	|1000           	|  0.0068521      	|  0.0015         	|
on_epoch_start                     	|  1.0621e-05     	|200            	|  0.0021242      	|  0.000465       	|
on_epoch_end                       	|  1.0613e-05     	|200            	|  0.0021227      	|  0.00046467     	|
on_train_start                     	|  0.00079013     	|1              	|  0.00079013     	|  0.00017296     	|
on_fit_end                         	|  2.4446e-05     	|1              	|  2.4446e-05     	|  5.3514e-06     	|
on_before_accelerator_backend_setup	|  1.9587e-05     	|1              	|  1.9587e-05     	|  4.2877e-06     	|
setup                              	|  1.7022e-05     	|1              	|  1.7022e-05     	|  3.7262e-06     	|
on_fit_start                       	|  1.6611e-05     	|1              	|  1.6611e-05     	|  3.6363e-06     	|
on_configure_sharded_model         	|  1.3505e-05     	|1              	|  1.3505e-05     	|  2.9563e-06     	|
on_pretrain_routine_end            	|  1.3114e-05     	|1              	|  1.3114e-05     	|  2.8707e-06     	|
teardown                           	|  1.053e-05      	|1              	|  1.053e-05      	|  2.3051e-06     	|
prepare_data                       	|  6.853e-06      	|1              	|  6.853e-06      	|  1.5002e-06     	|
configure_callbacks                	|  6.762e-06      	|1              	|  6.762e-06      	|  1.4802e-06     	|
configure_sharded_model            	|  4.328e-06      	|1              	|  4.328e-06      	|  9.4742e-07     	|
on_train_dataloader                	|  4.2079e-06     	|1              	|  4.2079e-06     	|  9.2114e-07     	|
on_val_dataloader                  	|  4.158e-06      	|1              	|  4.158e-06      	|  9.1021e-07     	|
