FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1578.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.299          	|167            	|  1552.9         	|  98.407         	|
run_training_batch                 	|  0.1881         	|8000           	|  1504.8         	|  95.356         	|
training_step_and_backward         	|  0.17786        	|8000           	|  1422.9         	|  90.167         	|
model_forward                      	|  0.094525       	|8000           	|  756.2          	|  47.919         	|
training_step                      	|  0.094386       	|8000           	|  755.09         	|  47.849         	|
backward                           	|  0.083155       	|8000           	|  665.24         	|  42.155         	|
optimizer_step_with_closure_0      	|  0.2373         	|1000           	|  237.3          	|  15.037         	|
get_train_batch                    	|  0.0034217      	|8167           	|  27.945         	|  1.7708         	|
fetch_next_train_batch             	|  0.0034044      	|8167           	|  27.804         	|  1.7619         	|
on_train_batch_end                 	|  0.001083       	|8000           	|  8.664          	|  0.54902        	|
training_batch_to_device           	|  0.00021979     	|8000           	|  1.7583         	|  0.11142        	|
zero_grad                          	|  0.0013226      	|1000           	|  1.3226         	|  0.08381        	|
on_train_batch_start               	|  9.3689e-05     	|8000           	|  0.74951        	|  0.047495       	|
on_batch_start                     	|  1.5581e-05     	|8000           	|  0.12465        	|  0.0078989      	|
on_batch_end                       	|  1.3362e-05     	|8000           	|  0.10689        	|  0.0067736      	|
on_before_backward                 	|  1.3357e-05     	|8000           	|  0.10686        	|  0.0067715      	|
on_after_backward                  	|  1.1514e-05     	|8000           	|  0.092112       	|  0.0058369      	|
training_step_end                  	|  5.9173e-06     	|8000           	|  0.047338       	|  0.0029997      	|
on_train_epoch_start               	|  0.00028331     	|167            	|  0.047313       	|  0.0029981      	|
on_train_epoch_end                 	|  0.00025532     	|167            	|  0.042639       	|  0.002702       	|
on_train_end                       	|  0.025529       	|1              	|  0.025529       	|  0.0016178      	|
on_pretrain_routine_start          	|  0.023021       	|1              	|  0.023021       	|  0.0014588      	|
on_before_zero_grad                	|  1.5895e-05     	|1000           	|  0.015895       	|  0.0010072      	|
on_before_optimizer_step           	|  1.2964e-05     	|1000           	|  0.012964       	|  0.00082152     	|
configure_optimizers               	|  0.0082978      	|1              	|  0.0082978      	|  0.00052582     	|
on_epoch_start                     	|  1.082e-05      	|167            	|  0.001807       	|  0.00011451     	|
on_epoch_end                       	|  9.8238e-06     	|167            	|  0.0016406      	|  0.00010396     	|
on_train_start                     	|  0.00074131     	|1              	|  0.00074131     	|  4.6975e-05     	|
on_fit_end                         	|  2.7451e-05     	|1              	|  2.7451e-05     	|  1.7395e-06     	|
on_before_accelerator_backend_setup	|  1.9387e-05     	|1              	|  1.9387e-05     	|  1.2285e-06     	|
on_fit_start                       	|  1.8204e-05     	|1              	|  1.8204e-05     	|  1.1535e-06     	|
on_configure_sharded_model         	|  1.5439e-05     	|1              	|  1.5439e-05     	|  9.7834e-07     	|
setup                              	|  1.4357e-05     	|1              	|  1.4357e-05     	|  9.0976e-07     	|
on_pretrain_routine_end            	|  1.2243e-05     	|1              	|  1.2243e-05     	|  7.7581e-07     	|
teardown                           	|  1.085e-05      	|1              	|  1.085e-05      	|  6.8754e-07     	|
prepare_data                       	|  7.234e-06      	|1              	|  7.234e-06      	|  4.5841e-07     	|
configure_callbacks                	|  6.3309e-06     	|1              	|  6.3309e-06     	|  4.0118e-07     	|
configure_sharded_model            	|  4.879e-06      	|1              	|  4.879e-06      	|  3.0917e-07     	|
on_val_dataloader                  	|  4.7681e-06     	|1              	|  4.7681e-06     	|  3.0215e-07     	|
on_train_dataloader                	|  4.228e-06      	|1              	|  4.228e-06      	|  2.6792e-07     	|
