FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  365.11         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  16.213         	|21             	|  340.47         	|  93.252         	|
run_training_batch                 	|  0.30089        	|1000           	|  300.89         	|  82.412         	|
optimizer_step_with_closure_0      	|  0.29705        	|1000           	|  297.05         	|  81.36          	|
training_step_and_backward         	|  0.22627        	|1000           	|  226.27         	|  61.974         	|
model_forward                      	|  0.11305        	|1000           	|  113.05         	|  30.963         	|
training_step                      	|  0.11284        	|1000           	|  112.84         	|  30.907         	|
backward                           	|  0.11149        	|1000           	|  111.49         	|  30.536         	|
get_train_batch                    	|  0.0083256      	|1021           	|  8.5004         	|  2.3282         	|
fetch_next_train_batch             	|  0.0083005      	|1021           	|  8.4748         	|  2.3212         	|
on_train_batch_end                 	|  0.0024332      	|1000           	|  2.4332         	|  0.66643        	|
zero_grad                          	|  0.0016901      	|1000           	|  1.6901         	|  0.4629         	|
training_batch_to_device           	|  0.0002944      	|1000           	|  0.2944         	|  0.080635       	|
on_train_batch_start               	|  0.00010391     	|1000           	|  0.10391        	|  0.028459       	|
on_train_end                       	|  0.094499       	|1              	|  0.094499       	|  0.025882       	|
on_batch_start                     	|  5.366e-05      	|1000           	|  0.05366        	|  0.014697       	|
on_pretrain_routine_start          	|  0.028605       	|1              	|  0.028605       	|  0.0078348      	|
on_after_backward                  	|  2.8271e-05     	|1000           	|  0.028271       	|  0.0077431      	|
on_before_backward                 	|  2.4385e-05     	|1000           	|  0.024385       	|  0.0066788      	|
configure_optimizers               	|  0.022318       	|1              	|  0.022318       	|  0.0061126      	|
on_before_zero_grad                	|  2.013e-05      	|1000           	|  0.02013        	|  0.0055134      	|
on_batch_end                       	|  1.6589e-05     	|1000           	|  0.016589       	|  0.0045435      	|
on_before_optimizer_step           	|  1.422e-05      	|1000           	|  0.01422        	|  0.0038948      	|
on_train_epoch_end                 	|  0.00052088     	|21             	|  0.010938       	|  0.0029959      	|
on_train_epoch_start               	|  0.00037005     	|21             	|  0.007771       	|  0.0021284      	|
training_step_end                  	|  7.3802e-06     	|1000           	|  0.0073802      	|  0.0020214      	|
on_train_start                     	|  0.0011904      	|1              	|  0.0011904      	|  0.00032604     	|
on_epoch_end                       	|  1.2496e-05     	|21             	|  0.00026242     	|  7.1875e-05     	|
on_epoch_start                     	|  1.1671e-05     	|21             	|  0.00024509     	|  6.7128e-05     	|
on_fit_end                         	|  7.8136e-05     	|1              	|  7.8136e-05     	|  2.1401e-05     	|
on_before_accelerator_backend_setup	|  5.0275e-05     	|1              	|  5.0275e-05     	|  1.377e-05      	|
on_fit_start                       	|  3.9948e-05     	|1              	|  3.9948e-05     	|  1.0941e-05     	|
setup                              	|  3.3798e-05     	|1              	|  3.3798e-05     	|  9.2569e-06     	|
teardown                           	|  2.5444e-05     	|1              	|  2.5444e-05     	|  6.9688e-06     	|
on_configure_sharded_model         	|  2.2881e-05     	|1              	|  2.2881e-05     	|  6.2668e-06     	|
prepare_data                       	|  2.0871e-05     	|1              	|  2.0871e-05     	|  5.7164e-06     	|
on_pretrain_routine_end            	|  1.4309e-05     	|1              	|  1.4309e-05     	|  3.9191e-06     	|
configure_callbacks                	|  1.2891e-05     	|1              	|  1.2891e-05     	|  3.5308e-06     	|
configure_sharded_model            	|  1.0325e-05     	|1              	|  1.0325e-05     	|  2.8278e-06     	|
on_val_dataloader                  	|  6.8378e-06     	|1              	|  6.8378e-06     	|  1.8728e-06     	|
on_train_dataloader                	|  6.5789e-06     	|1              	|  6.5789e-06     	|  1.8019e-06     	|
