FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  384.8          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.8208         	|63             	|  366.71         	|  95.299         	|
run_training_batch                 	|  0.23396        	|1000           	|  233.96         	|  60.8           	|
optimizer_step_with_closure_0      	|  0.23215        	|1000           	|  232.15         	|  60.331         	|
training_step_and_backward         	|  0.17257        	|1000           	|  172.57         	|  44.846         	|
model_forward                      	|  0.086307       	|1000           	|  86.307         	|  22.429         	|
training_step                      	|  0.086151       	|1000           	|  86.151         	|  22.389         	|
backward                           	|  0.084899       	|1000           	|  84.899         	|  22.063         	|
get_train_batch                    	|  0.02735        	|1063           	|  29.073         	|  7.5553         	|
fetch_next_train_batch             	|  0.027328       	|1063           	|  29.049         	|  7.5492         	|
on_train_batch_end                 	|  0.0014637      	|1000           	|  1.4637         	|  0.38039        	|
zero_grad                          	|  0.0013352      	|1000           	|  1.3352         	|  0.34699        	|
training_batch_to_device           	|  0.00032623     	|1000           	|  0.32623        	|  0.084781       	|
on_train_batch_start               	|  8.9364e-05     	|1000           	|  0.089364       	|  0.023224       	|
on_train_end                       	|  0.051913       	|1              	|  0.051913       	|  0.013491       	|
on_train_epoch_end                 	|  0.00034337     	|63             	|  0.021633       	|  0.0056218      	|
on_pretrain_routine_start          	|  0.02162        	|1              	|  0.02162        	|  0.0056185      	|
on_train_epoch_start               	|  0.00033183     	|63             	|  0.020905       	|  0.0054328      	|
on_batch_start                     	|  1.9339e-05     	|1000           	|  0.019339       	|  0.0050257      	|
on_after_backward                  	|  1.5265e-05     	|1000           	|  0.015265       	|  0.0039671      	|
on_batch_end                       	|  1.4521e-05     	|1000           	|  0.014521       	|  0.0037737      	|
on_before_zero_grad                	|  1.348e-05      	|1000           	|  0.01348        	|  0.0035032      	|
on_before_optimizer_step           	|  1.106e-05      	|1000           	|  0.01106        	|  0.0028743      	|
on_before_backward                 	|  1.1004e-05     	|1000           	|  0.011004       	|  0.0028596      	|
configure_optimizers               	|  0.0098126      	|1              	|  0.0098126      	|  0.0025501      	|
training_step_end                  	|  6.1578e-06     	|1000           	|  0.0061578      	|  0.0016003      	|
on_train_start                     	|  0.0011663      	|1              	|  0.0011663      	|  0.00030309     	|
on_epoch_end                       	|  1.1635e-05     	|63             	|  0.00073303     	|  0.0001905      	|
on_epoch_start                     	|  1.0856e-05     	|63             	|  0.00068392     	|  0.00017774     	|
on_fit_end                         	|  7.356e-05      	|1              	|  7.356e-05      	|  1.9116e-05     	|
on_fit_start                       	|  4.2599e-05     	|1              	|  4.2599e-05     	|  1.107e-05      	|
on_before_accelerator_backend_setup	|  2.3352e-05     	|1              	|  2.3352e-05     	|  6.0686e-06     	|
setup                              	|  2.2892e-05     	|1              	|  2.2892e-05     	|  5.9491e-06     	|
on_configure_sharded_model         	|  1.8049e-05     	|1              	|  1.8049e-05     	|  4.6905e-06     	|
teardown                           	|  1.364e-05      	|1              	|  1.364e-05      	|  3.5448e-06     	|
on_pretrain_routine_end            	|  1.239e-05      	|1              	|  1.239e-05      	|  3.22e-06       	|
prepare_data                       	|  9.5908e-06     	|1              	|  9.5908e-06     	|  2.4924e-06     	|
configure_callbacks                	|  8.1547e-06     	|1              	|  8.1547e-06     	|  2.1192e-06     	|
on_train_dataloader                	|  7.851e-06      	|1              	|  7.851e-06      	|  2.0403e-06     	|
configure_sharded_model            	|  7.4506e-06     	|1              	|  7.4506e-06     	|  1.9362e-06     	|
on_val_dataloader                  	|  7.2196e-06     	|1              	|  7.2196e-06     	|  1.8762e-06     	|
