FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1607.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  25.142         	|63             	|  1583.9         	|  98.557         	|
run_training_batch                 	|  0.19361        	|8000           	|  1548.9         	|  96.373         	|
training_step_and_backward         	|  0.1827         	|8000           	|  1461.6         	|  90.945         	|
model_forward                      	|  0.098606       	|8000           	|  788.85         	|  49.084         	|
training_step                      	|  0.098472       	|8000           	|  787.77         	|  49.017         	|
backward                           	|  0.083913       	|8000           	|  671.3          	|  41.77          	|
optimizer_step_with_closure_0      	|  0.24484        	|1000           	|  244.84         	|  15.235         	|
get_train_batch                    	|  0.0022633      	|8063           	|  18.249         	|  1.1355         	|
fetch_next_train_batch             	|  0.0022463      	|8063           	|  18.112         	|  1.127          	|
on_train_batch_end                 	|  0.0010779      	|8000           	|  8.6234         	|  0.53657        	|
training_batch_to_device           	|  0.00021261     	|8000           	|  1.7009         	|  0.10583        	|
zero_grad                          	|  0.0013261      	|1000           	|  1.3261         	|  0.082513       	|
on_train_batch_start               	|  9.1422e-05     	|8000           	|  0.73138        	|  0.045508       	|
on_batch_start                     	|  1.4818e-05     	|8000           	|  0.11855        	|  0.0073762      	|
on_before_backward                 	|  1.3885e-05     	|8000           	|  0.11108        	|  0.0069118      	|
on_batch_end                       	|  1.3124e-05     	|8000           	|  0.10499        	|  0.0065326      	|
on_after_backward                  	|  1.1747e-05     	|8000           	|  0.093979       	|  0.0058476      	|
training_step_end                  	|  5.8034e-06     	|8000           	|  0.046427       	|  0.0028888      	|
on_train_end                       	|  0.025103       	|1              	|  0.025103       	|  0.0015619      	|
on_pretrain_routine_start          	|  0.022782       	|1              	|  0.022782       	|  0.0014176      	|
on_train_epoch_end                 	|  0.00030098     	|63             	|  0.018962       	|  0.0011799      	|
on_train_epoch_start               	|  0.00029027     	|63             	|  0.018287       	|  0.0011379      	|
on_before_zero_grad                	|  1.4427e-05     	|1000           	|  0.014427       	|  0.0008977      	|
on_before_optimizer_step           	|  1.1328e-05     	|1000           	|  0.011328       	|  0.00070485     	|
configure_optimizers               	|  0.0081935      	|1              	|  0.0081935      	|  0.00050982     	|
on_train_start                     	|  0.00072576     	|1              	|  0.00072576     	|  4.5158e-05     	|
on_epoch_start                     	|  1.0612e-05     	|63             	|  0.00066856     	|  4.1599e-05     	|
on_epoch_end                       	|  1.0382e-05     	|63             	|  0.00065404     	|  4.0696e-05     	|
on_fit_end                         	|  2.3554e-05     	|1              	|  2.3554e-05     	|  1.4656e-06     	|
on_before_accelerator_backend_setup	|  2.11e-05       	|1              	|  2.11e-05       	|  1.3129e-06     	|
on_fit_start                       	|  1.5489e-05     	|1              	|  1.5489e-05     	|  9.6376e-07     	|
on_configure_sharded_model         	|  1.2924e-05     	|1              	|  1.2924e-05     	|  8.0416e-07     	|
setup                              	|  1.2834e-05     	|1              	|  1.2834e-05     	|  7.9857e-07     	|
teardown                           	|  1.0099e-05     	|1              	|  1.0099e-05     	|  6.2838e-07     	|
on_pretrain_routine_end            	|  1.0029e-05     	|1              	|  1.0029e-05     	|  6.2402e-07     	|
prepare_data                       	|  7.7342e-06     	|1              	|  7.7342e-06     	|  4.8124e-07     	|
configure_callbacks                	|  6.1211e-06     	|1              	|  6.1211e-06     	|  3.8087e-07     	|
configure_sharded_model            	|  4.5989e-06     	|1              	|  4.5989e-06     	|  2.8615e-07     	|
on_val_dataloader                  	|  4.228e-06      	|1              	|  4.228e-06      	|  2.6307e-07     	|
on_train_dataloader                	|  4.068e-06      	|1              	|  4.068e-06      	|  2.5312e-07     	|
