FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  686.0          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.9817         	|167            	|  664.94         	|  96.93          	|
run_training_batch                 	|  0.25924        	|1000           	|  259.24         	|  37.79          	|
optimizer_step_with_closure_0      	|  0.25707        	|1000           	|  257.07         	|  37.474         	|
training_step_and_backward         	|  0.19077        	|1000           	|  190.77         	|  27.809         	|
model_forward                      	|  0.10023        	|1000           	|  100.23         	|  14.611         	|
training_step                      	|  0.10005        	|1000           	|  100.05         	|  14.585         	|
backward                           	|  0.089081       	|1000           	|  89.081         	|  12.986         	|
get_train_batch                    	|  0.070834       	|1167           	|  82.664         	|  12.05          	|
fetch_next_train_batch             	|  0.070808       	|1167           	|  82.633         	|  12.046         	|
on_train_batch_end                 	|  0.0016357      	|1000           	|  1.6357         	|  0.23844        	|
zero_grad                          	|  0.0014224      	|1000           	|  1.4224         	|  0.20734        	|
on_train_end                       	|  0.44421        	|1              	|  0.44421        	|  0.064754       	|
training_batch_to_device           	|  0.00038384     	|1000           	|  0.38384        	|  0.055953       	|
on_train_batch_start               	|  9.7695e-05     	|1000           	|  0.097695       	|  0.014241       	|
on_train_epoch_start               	|  0.00031742     	|167            	|  0.053008       	|  0.0077272      	|
on_train_epoch_end                 	|  0.00031219     	|167            	|  0.052136       	|  0.0076         	|
on_batch_start                     	|  2.8026e-05     	|1000           	|  0.028026       	|  0.0040855      	|
on_pretrain_routine_start          	|  0.021832       	|1              	|  0.021832       	|  0.0031825      	|
on_after_backward                  	|  1.8367e-05     	|1000           	|  0.018367       	|  0.0026774      	|
on_before_zero_grad                	|  1.6215e-05     	|1000           	|  0.016215       	|  0.0023638      	|
on_batch_end                       	|  1.4879e-05     	|1000           	|  0.014879       	|  0.002169       	|
on_before_optimizer_step           	|  1.2524e-05     	|1000           	|  0.012524       	|  0.0018257      	|
on_before_backward                 	|  1.1739e-05     	|1000           	|  0.011739       	|  0.0017112      	|
configure_optimizers               	|  0.010958       	|1              	|  0.010958       	|  0.0015973      	|
training_step_end                  	|  6.8682e-06     	|1000           	|  0.0068682      	|  0.0010012      	|
on_epoch_start                     	|  1.1306e-05     	|167            	|  0.0018881      	|  0.00027523     	|
on_epoch_end                       	|  1.0773e-05     	|167            	|  0.0017991      	|  0.00026226     	|
on_train_start                     	|  0.0017575      	|1              	|  0.0017575      	|  0.0002562      	|
on_fit_end                         	|  5.7317e-05     	|1              	|  5.7317e-05     	|  8.3553e-06     	|
on_fit_start                       	|  4.3593e-05     	|1              	|  4.3593e-05     	|  6.3547e-06     	|
on_before_accelerator_backend_setup	|  2.8118e-05     	|1              	|  2.8118e-05     	|  4.0989e-06     	|
on_configure_sharded_model         	|  2.6237e-05     	|1              	|  2.6237e-05     	|  3.8247e-06     	|
setup                              	|  2.3155e-05     	|1              	|  2.3155e-05     	|  3.3753e-06     	|
teardown                           	|  1.5568e-05     	|1              	|  1.5568e-05     	|  2.2694e-06     	|
on_pretrain_routine_end            	|  1.3081e-05     	|1              	|  1.3081e-05     	|  1.9069e-06     	|
configure_callbacks                	|  1.1863e-05     	|1              	|  1.1863e-05     	|  1.7293e-06     	|
prepare_data                       	|  9.4883e-06     	|1              	|  9.4883e-06     	|  1.3831e-06     	|
configure_sharded_model            	|  8.9761e-06     	|1              	|  8.9761e-06     	|  1.3085e-06     	|
on_train_dataloader                	|  7.6108e-06     	|1              	|  7.6108e-06     	|  1.1094e-06     	|
on_val_dataloader                  	|  6.8415e-06     	|1              	|  6.8415e-06     	|  9.973e-07      	|
