FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1623.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  25.405         	|63             	|  1600.5         	|  98.576         	|
run_training_batch                 	|  0.1957         	|8000           	|  1565.6         	|  96.426         	|
training_step_and_backward         	|  0.18457        	|8000           	|  1476.6         	|  90.94          	|
model_forward                      	|  0.1032         	|8000           	|  825.56         	|  50.846         	|
training_step                      	|  0.10306        	|8000           	|  824.51         	|  50.781         	|
backward                           	|  0.081191       	|8000           	|  649.53         	|  40.004         	|
optimizer_step_with_closure_0      	|  0.24787        	|1000           	|  247.87         	|  15.266         	|
get_train_batch                    	|  0.0022596      	|8063           	|  18.219         	|  1.1221         	|
fetch_next_train_batch             	|  0.002243       	|8063           	|  18.085         	|  1.1138         	|
on_train_batch_end                 	|  0.0010723      	|8000           	|  8.5782         	|  0.52832        	|
training_batch_to_device           	|  0.00021111     	|8000           	|  1.6888         	|  0.10401        	|
zero_grad                          	|  0.0013124      	|1000           	|  1.3124         	|  0.080832       	|
on_train_batch_start               	|  9.0307e-05     	|8000           	|  0.72246        	|  0.044496       	|
on_batch_start                     	|  1.5473e-05     	|8000           	|  0.12378        	|  0.0076235      	|
on_batch_end                       	|  1.3137e-05     	|8000           	|  0.1051         	|  0.0064728      	|
on_before_backward                 	|  1.2965e-05     	|8000           	|  0.10372        	|  0.0063881      	|
on_after_backward                  	|  1.2215e-05     	|8000           	|  0.097721       	|  0.0060186      	|
training_step_end                  	|  5.4495e-06     	|8000           	|  0.043596       	|  0.002685       	|
on_train_end                       	|  0.026091       	|1              	|  0.026091       	|  0.0016069      	|
on_pretrain_routine_start          	|  0.023353       	|1              	|  0.023353       	|  0.0014383      	|
on_train_epoch_start               	|  0.000294       	|63             	|  0.018522       	|  0.0011408      	|
on_train_epoch_end                 	|  0.0002765      	|63             	|  0.01742        	|  0.0010729      	|
on_before_zero_grad                	|  1.4034e-05     	|1000           	|  0.014034       	|  0.00086432     	|
on_before_optimizer_step           	|  1.1455e-05     	|1000           	|  0.011455       	|  0.00070548     	|
configure_optimizers               	|  0.0079145      	|1              	|  0.0079145      	|  0.00048744     	|
on_train_start                     	|  0.00075192     	|1              	|  0.00075192     	|  4.631e-05      	|
on_epoch_end                       	|  1.0949e-05     	|63             	|  0.00068981     	|  4.2485e-05     	|
on_epoch_start                     	|  1.0551e-05     	|63             	|  0.00066471     	|  4.0939e-05     	|
on_fit_end                         	|  2.3825e-05     	|1              	|  2.3825e-05     	|  1.4674e-06     	|
on_before_accelerator_backend_setup	|  2.0739e-05     	|1              	|  2.0739e-05     	|  1.2773e-06     	|
on_fit_start                       	|  1.6561e-05     	|1              	|  1.6561e-05     	|  1.02e-06       	|
on_configure_sharded_model         	|  1.3635e-05     	|1              	|  1.3635e-05     	|  8.3976e-07     	|
on_pretrain_routine_end            	|  1.3526e-05     	|1              	|  1.3526e-05     	|  8.3306e-07     	|
setup                              	|  1.3215e-05     	|1              	|  1.3215e-05     	|  8.139e-07      	|
teardown                           	|  1.0058e-05     	|1              	|  1.0058e-05     	|  6.1947e-07     	|
prepare_data                       	|  7.1132e-06     	|1              	|  7.1132e-06     	|  4.381e-07      	|
configure_callbacks                	|  6.231e-06      	|1              	|  6.231e-06      	|  3.8376e-07     	|
on_val_dataloader                  	|  4.2878e-06     	|1              	|  4.2878e-06     	|  2.6408e-07     	|
configure_sharded_model            	|  4.2368e-06     	|1              	|  4.2368e-06     	|  2.6094e-07     	|
on_train_dataloader                	|  3.997e-06      	|1              	|  3.997e-06      	|  2.4617e-07     	|
