FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  384.48         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.8146         	|63             	|  366.32         	|  95.276         	|
run_training_batch                 	|  0.23333        	|1000           	|  233.33         	|  60.687         	|
optimizer_step_with_closure_0      	|  0.23153        	|1000           	|  231.53         	|  60.218         	|
training_step_and_backward         	|  0.17192        	|1000           	|  171.92         	|  44.716         	|
model_forward                      	|  0.086021       	|1000           	|  86.021         	|  22.373         	|
training_step                      	|  0.085849       	|1000           	|  85.849         	|  22.328         	|
backward                           	|  0.084601       	|1000           	|  84.601         	|  22.004         	|
get_train_batch                    	|  0.027596       	|1063           	|  29.335         	|  7.6297         	|
fetch_next_train_batch             	|  0.027571       	|1063           	|  29.308         	|  7.6228         	|
on_train_batch_end                 	|  0.0014382      	|1000           	|  1.4382         	|  0.37407        	|
zero_grad                          	|  0.0012728      	|1000           	|  1.2728         	|  0.33105        	|
training_batch_to_device           	|  0.00023351     	|1000           	|  0.23351        	|  0.060733       	|
on_train_batch_start               	|  0.00013962     	|1000           	|  0.13962        	|  0.036313       	|
on_train_end                       	|  0.043721       	|1              	|  0.043721       	|  0.011372       	|
on_pretrain_routine_start          	|  0.039327       	|1              	|  0.039327       	|  0.010229       	|
on_train_epoch_start               	|  0.00034725     	|63             	|  0.021877       	|  0.0056899      	|
on_train_epoch_end                 	|  0.00032117     	|63             	|  0.020233       	|  0.0052625      	|
on_batch_start                     	|  1.9393e-05     	|1000           	|  0.019393       	|  0.0050438      	|
on_after_backward                  	|  1.6413e-05     	|1000           	|  0.016413       	|  0.0042688      	|
on_batch_end                       	|  1.4086e-05     	|1000           	|  0.014086       	|  0.0036635      	|
on_before_zero_grad                	|  1.3262e-05     	|1000           	|  0.013262       	|  0.0034492      	|
on_before_backward                 	|  1.1492e-05     	|1000           	|  0.011492       	|  0.002989       	|
on_before_optimizer_step           	|  1.1231e-05     	|1000           	|  0.011231       	|  0.0029211      	|
configure_optimizers               	|  0.010362       	|1              	|  0.010362       	|  0.0026951      	|
training_step_end                  	|  6.2087e-06     	|1000           	|  0.0062087      	|  0.0016148      	|
on_train_start                     	|  0.0010637      	|1              	|  0.0010637      	|  0.00027666     	|
on_epoch_end                       	|  1.1268e-05     	|63             	|  0.00070987     	|  0.00018463     	|
on_epoch_start                     	|  1.0926e-05     	|63             	|  0.00068834     	|  0.00017903     	|
on_fit_end                         	|  6.7178e-05     	|1              	|  6.7178e-05     	|  1.7472e-05     	|
on_fit_start                       	|  5.1392e-05     	|1              	|  5.1392e-05     	|  1.3367e-05     	|
setup                              	|  2.46e-05       	|1              	|  2.46e-05       	|  6.3982e-06     	|
on_before_accelerator_backend_setup	|  2.1329e-05     	|1              	|  2.1329e-05     	|  5.5475e-06     	|
on_configure_sharded_model         	|  1.9584e-05     	|1              	|  1.9584e-05     	|  5.0936e-06     	|
teardown                           	|  1.5195e-05     	|1              	|  1.5195e-05     	|  3.9522e-06     	|
on_pretrain_routine_end            	|  1.2709e-05     	|1              	|  1.2709e-05     	|  3.3054e-06     	|
prepare_data                       	|  9.4213e-06     	|1              	|  9.4213e-06     	|  2.4504e-06     	|
configure_sharded_model            	|  7.1023e-06     	|1              	|  7.1023e-06     	|  1.8472e-06     	|
configure_callbacks                	|  6.9272e-06     	|1              	|  6.9272e-06     	|  1.8017e-06     	|
on_train_dataloader                	|  6.8489e-06     	|1              	|  6.8489e-06     	|  1.7813e-06     	|
on_val_dataloader                  	|  6.8154e-06     	|1              	|  6.8154e-06     	|  1.7726e-06     	|
