FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1306.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5811         	|500            	|  1290.5         	|  98.817         	|
run_training_batch                 	|  0.24774        	|1000           	|  247.74         	|  18.969         	|
optimizer_step_with_closure_0      	|  0.24562        	|1000           	|  245.62         	|  18.807         	|
get_train_batch                    	|  0.14149        	|1500           	|  212.24         	|  16.251         	|
fetch_next_train_batch             	|  0.14146        	|1500           	|  212.18         	|  16.247         	|
training_step_and_backward         	|  0.18324        	|1000           	|  183.24         	|  14.031         	|
model_forward                      	|  0.097233       	|1000           	|  97.233         	|  7.4452         	|
training_step                      	|  0.097028       	|1000           	|  97.028         	|  7.4295         	|
backward                           	|  0.084582       	|1000           	|  84.582         	|  6.4765         	|
on_train_batch_end                 	|  0.0017461      	|1000           	|  1.7461         	|  0.1337         	|
zero_grad                          	|  0.0013904      	|1000           	|  1.3904         	|  0.10647        	|
training_batch_to_device           	|  0.00071722     	|1000           	|  0.71722        	|  0.054918       	|
on_train_epoch_end                 	|  0.00032374     	|500            	|  0.16187        	|  0.012394       	|
on_train_epoch_start               	|  0.0003094      	|500            	|  0.1547         	|  0.011846       	|
on_train_batch_start               	|  0.00012833     	|1000           	|  0.12833        	|  0.0098263      	|
on_batch_start                     	|  4.7982e-05     	|1000           	|  0.047982       	|  0.003674       	|
on_train_end                       	|  0.040651       	|1              	|  0.040651       	|  0.0031126      	|
on_before_zero_grad                	|  2.1955e-05     	|1000           	|  0.021955       	|  0.0016811      	|
on_pretrain_routine_start          	|  0.021231       	|1              	|  0.021231       	|  0.0016256      	|
on_after_backward                  	|  1.9476e-05     	|1000           	|  0.019476       	|  0.0014913      	|
on_batch_end                       	|  1.6226e-05     	|1000           	|  0.016226       	|  0.0012424      	|
on_before_optimizer_step           	|  1.3371e-05     	|1000           	|  0.013371       	|  0.0010238      	|
on_before_backward                 	|  1.2648e-05     	|1000           	|  0.012648       	|  0.00096842     	|
configure_optimizers               	|  0.0080481      	|1              	|  0.0080481      	|  0.00061624     	|
training_step_end                  	|  7.9986e-06     	|1000           	|  0.0079986      	|  0.00061245     	|
on_epoch_end                       	|  1.1882e-05     	|500            	|  0.0059411      	|  0.00045491     	|
on_epoch_start                     	|  1.0828e-05     	|500            	|  0.0054141      	|  0.00041456     	|
on_train_start                     	|  0.00064765     	|1              	|  0.00064765     	|  4.959e-05      	|
on_fit_end                         	|  2.9802e-05     	|1              	|  2.9802e-05     	|  2.282e-06      	|
on_fit_start                       	|  2.2825e-05     	|1              	|  2.2825e-05     	|  1.7477e-06     	|
setup                              	|  2.1981e-05     	|1              	|  2.1981e-05     	|  1.6831e-06     	|
on_before_accelerator_backend_setup	|  2.091e-05      	|1              	|  2.091e-05      	|  1.6011e-06     	|
on_configure_sharded_model         	|  2.0739e-05     	|1              	|  2.0739e-05     	|  1.588e-06      	|
teardown                           	|  1.3439e-05     	|1              	|  1.3439e-05     	|  1.029e-06      	|
on_pretrain_routine_end            	|  1.1073e-05     	|1              	|  1.1073e-05     	|  8.4789e-07     	|
prepare_data                       	|  8.9519e-06     	|1              	|  8.9519e-06     	|  6.8545e-07     	|
configure_sharded_model            	|  6.9458e-06     	|1              	|  6.9458e-06     	|  5.3184e-07     	|
configure_callbacks                	|  6.8694e-06     	|1              	|  6.8694e-06     	|  5.2599e-07     	|
on_train_dataloader                	|  6.035e-06      	|1              	|  6.035e-06      	|  4.621e-07      	|
on_val_dataloader                  	|  5.6867e-06     	|1              	|  5.6867e-06     	|  4.3543e-07     	|
