FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  443.16         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0956         	|200            	|  419.12         	|  94.576         	|
run_training_batch                 	|  0.34811        	|1000           	|  348.11         	|  78.552         	|
optimizer_step_with_closure_0      	|  0.34544        	|1000           	|  345.44         	|  77.949         	|
training_step_and_backward         	|  0.26834        	|1000           	|  268.34         	|  60.552         	|
model_forward                      	|  0.15943        	|1000           	|  159.43         	|  35.975         	|
training_step                      	|  0.15928        	|1000           	|  159.28         	|  35.942         	|
backward                           	|  0.10758        	|1000           	|  107.58         	|  24.275         	|
get_train_batch                    	|  0.016518       	|1200           	|  19.822         	|  4.4728         	|
fetch_next_train_batch             	|  0.016493       	|1200           	|  19.791         	|  4.4659         	|
zero_grad                          	|  0.0013123      	|1000           	|  1.3123         	|  0.29613        	|
on_train_batch_end                 	|  0.0012562      	|1000           	|  1.2562         	|  0.28346        	|
training_batch_to_device           	|  0.00034275     	|1000           	|  0.34275        	|  0.077343       	|
on_train_batch_start               	|  9.5942e-05     	|1000           	|  0.095942       	|  0.02165        	|
on_train_epoch_start               	|  0.00026706     	|200            	|  0.053412       	|  0.012053       	|
on_train_epoch_end                 	|  0.0002591      	|200            	|  0.05182        	|  0.011693       	|
on_train_end                       	|  0.024299       	|1              	|  0.024299       	|  0.0054832      	|
on_pretrain_routine_start          	|  0.022941       	|1              	|  0.022941       	|  0.0051767      	|
on_batch_start                     	|  2.2294e-05     	|1000           	|  0.022294       	|  0.0050307      	|
on_before_zero_grad                	|  1.5897e-05     	|1000           	|  0.015897       	|  0.0035872      	|
on_batch_end                       	|  1.3736e-05     	|1000           	|  0.013736       	|  0.0030995      	|
on_after_backward                  	|  1.1995e-05     	|1000           	|  0.011995       	|  0.0027066      	|
on_before_backward                 	|  1.1204e-05     	|1000           	|  0.011204       	|  0.0025282      	|
on_before_optimizer_step           	|  1.1013e-05     	|1000           	|  0.011013       	|  0.0024851      	|
configure_optimizers               	|  0.0082108      	|1              	|  0.0082108      	|  0.0018528      	|
training_step_end                  	|  6.6938e-06     	|1000           	|  0.0066938      	|  0.0015105      	|
on_epoch_start                     	|  1.0601e-05     	|200            	|  0.0021201      	|  0.00047842     	|
on_epoch_end                       	|  1.0164e-05     	|200            	|  0.0020328      	|  0.0004587      	|
on_train_start                     	|  0.00077043     	|1              	|  0.00077043     	|  0.00017385     	|
on_before_accelerator_backend_setup	|  2.0929e-05     	|1              	|  2.0929e-05     	|  4.7227e-06     	|
on_fit_end                         	|  2.0539e-05     	|1              	|  2.0539e-05     	|  4.6347e-06     	|
on_fit_start                       	|  1.6652e-05     	|1              	|  1.6652e-05     	|  3.7576e-06     	|
on_configure_sharded_model         	|  1.3846e-05     	|1              	|  1.3846e-05     	|  3.1244e-06     	|
setup                              	|  1.3666e-05     	|1              	|  1.3666e-05     	|  3.0838e-06     	|
on_pretrain_routine_end            	|  1.2504e-05     	|1              	|  1.2504e-05     	|  2.8216e-06     	|
teardown                           	|  1.033e-05      	|1              	|  1.033e-05      	|  2.331e-06      	|
prepare_data                       	|  7.764e-06      	|1              	|  7.764e-06      	|  1.752e-06      	|
configure_callbacks                	|  6.412e-06      	|1              	|  6.412e-06      	|  1.4469e-06     	|
configure_sharded_model            	|  4.95e-06       	|1              	|  4.95e-06       	|  1.117e-06      	|
on_val_dataloader                  	|  4.95e-06       	|1              	|  4.95e-06       	|  1.117e-06      	|
on_train_dataloader                	|  4.078e-06      	|1              	|  4.078e-06      	|  9.2022e-07     	|
