FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1550.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  24.243         	|63             	|  1527.3         	|  98.506         	|
run_training_batch                 	|  0.18657        	|8000           	|  1492.6         	|  96.266         	|
training_step_and_backward         	|  0.17651        	|8000           	|  1412.0         	|  91.073         	|
model_forward                      	|  0.092769       	|8000           	|  742.15         	|  47.866         	|
training_step                      	|  0.092635       	|8000           	|  741.08         	|  47.797         	|
backward                           	|  0.083556       	|8000           	|  668.45         	|  43.113         	|
optimizer_step_with_closure_0      	|  0.23536        	|1000           	|  235.36         	|  15.18          	|
get_train_batch                    	|  0.0022326      	|8063           	|  18.002         	|  1.161          	|
fetch_next_train_batch             	|  0.0022157      	|8063           	|  17.865         	|  1.1522         	|
on_train_batch_end                 	|  0.0010726      	|8000           	|  8.5804         	|  0.55341        	|
training_batch_to_device           	|  0.00021337     	|8000           	|  1.707          	|  0.11009        	|
zero_grad                          	|  0.0013036      	|1000           	|  1.3036         	|  0.084076       	|
on_train_batch_start               	|  9.0995e-05     	|8000           	|  0.72796        	|  0.046951       	|
on_batch_start                     	|  1.5283e-05     	|8000           	|  0.12226        	|  0.0078855      	|
on_batch_end                       	|  1.3175e-05     	|8000           	|  0.1054         	|  0.0067981      	|
on_before_backward                 	|  1.3048e-05     	|8000           	|  0.10438        	|  0.0067324      	|
on_after_backward                  	|  1.16e-05       	|8000           	|  0.092798       	|  0.0059852      	|
training_step_end                  	|  6.4013e-06     	|8000           	|  0.051211       	|  0.0033029      	|
on_train_end                       	|  0.025674       	|1              	|  0.025674       	|  0.0016559      	|
on_pretrain_routine_start          	|  0.022718       	|1              	|  0.022718       	|  0.0014652      	|
on_train_epoch_start               	|  0.00029207     	|63             	|  0.018401       	|  0.0011868      	|
on_train_epoch_end                 	|  0.00027707     	|63             	|  0.017455       	|  0.0011258      	|
on_before_zero_grad                	|  1.4435e-05     	|1000           	|  0.014435       	|  0.00093099     	|
on_before_optimizer_step           	|  1.2205e-05     	|1000           	|  0.012205       	|  0.0007872      	|
configure_optimizers               	|  0.0090169      	|1              	|  0.0090169      	|  0.00058156     	|
on_train_start                     	|  0.00073892     	|1              	|  0.00073892     	|  4.7658e-05     	|
on_epoch_start                     	|  1.092e-05      	|63             	|  0.00068797     	|  4.4372e-05     	|
on_epoch_end                       	|  1.006e-05      	|63             	|  0.0006338      	|  4.0878e-05     	|
on_before_accelerator_backend_setup	|  2.3323e-05     	|1              	|  2.3323e-05     	|  1.5043e-06     	|
on_fit_end                         	|  2.0979e-05     	|1              	|  2.0979e-05     	|  1.3531e-06     	|
on_fit_start                       	|  1.7764e-05     	|1              	|  1.7764e-05     	|  1.1457e-06     	|
on_configure_sharded_model         	|  1.4357e-05     	|1              	|  1.4357e-05     	|  9.2598e-07     	|
setup                              	|  1.3906e-05     	|1              	|  1.3906e-05     	|  8.9688e-07     	|
on_pretrain_routine_end            	|  1.2654e-05     	|1              	|  1.2654e-05     	|  8.1615e-07     	|
teardown                           	|  9.7381e-06     	|1              	|  9.7381e-06     	|  6.2808e-07     	|
prepare_data                       	|  8.4459e-06     	|1              	|  8.4459e-06     	|  5.4474e-07     	|
configure_callbacks                	|  6.181e-06      	|1              	|  6.181e-06      	|  3.9865e-07     	|
on_val_dataloader                  	|  4.9488e-06     	|1              	|  4.9488e-06     	|  3.1918e-07     	|
configure_sharded_model            	|  4.929e-06      	|1              	|  4.929e-06      	|  3.1791e-07     	|
on_train_dataloader                	|  4.3982e-06     	|1              	|  4.3982e-06     	|  2.8367e-07     	|
