FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1205.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.3779         	|500            	|  1189.0         	|  98.62          	|
run_training_batch                 	|  0.27466        	|1000           	|  274.66         	|  22.783         	|
optimizer_step_with_closure_0      	|  0.27237        	|1000           	|  272.37         	|  22.592         	|
training_step_and_backward         	|  0.20408        	|1000           	|  204.08         	|  16.928         	|
get_train_batch                    	|  0.11237        	|1500           	|  168.56         	|  13.981         	|
fetch_next_train_batch             	|  0.11233        	|1500           	|  168.5          	|  13.976         	|
model_forward                      	|  0.10581        	|1000           	|  105.81         	|  8.7763         	|
training_step                      	|  0.1056         	|1000           	|  105.6          	|  8.759          	|
backward                           	|  0.096833       	|1000           	|  96.833         	|  8.032          	|
on_train_batch_end                 	|  0.0017879      	|1000           	|  1.7879         	|  0.1483         	|
zero_grad                          	|  0.0013991      	|1000           	|  1.3991         	|  0.11606        	|
training_batch_to_device           	|  0.00064317     	|1000           	|  0.64317        	|  0.053349       	|
on_train_epoch_start               	|  0.00031835     	|500            	|  0.15918        	|  0.013203       	|
on_train_epoch_end                 	|  0.0003098      	|500            	|  0.1549         	|  0.012849       	|
on_train_batch_start               	|  0.00011356     	|1000           	|  0.11356        	|  0.0094198      	|
on_batch_start                     	|  4.7047e-05     	|1000           	|  0.047047       	|  0.0039024      	|
on_train_end                       	|  0.042241       	|1              	|  0.042241       	|  0.0035037      	|
on_pretrain_routine_start          	|  0.022191       	|1              	|  0.022191       	|  0.0018407      	|
on_before_zero_grad                	|  2.1298e-05     	|1000           	|  0.021298       	|  0.0017666      	|
on_after_backward                  	|  2.0066e-05     	|1000           	|  0.020066       	|  0.0016644      	|
on_batch_end                       	|  1.4683e-05     	|1000           	|  0.014683       	|  0.0012179      	|
on_before_optimizer_step           	|  1.3588e-05     	|1000           	|  0.013588       	|  0.0011271      	|
on_before_backward                 	|  1.2022e-05     	|1000           	|  0.012022       	|  0.00099715     	|
training_step_end                  	|  9.7166e-06     	|1000           	|  0.0097166      	|  0.00080596     	|
configure_optimizers               	|  0.009553       	|1              	|  0.009553       	|  0.00079239     	|
on_epoch_end                       	|  1.1238e-05     	|500            	|  0.005619       	|  0.00046608     	|
on_epoch_start                     	|  1.0609e-05     	|500            	|  0.0053044      	|  0.00043998     	|
on_train_start                     	|  0.0010658      	|1              	|  0.0010658      	|  8.8403e-05     	|
on_fit_end                         	|  5.9526e-05     	|1              	|  5.9526e-05     	|  4.9375e-06     	|
on_fit_start                       	|  4.5942e-05     	|1              	|  4.5942e-05     	|  3.8108e-06     	|
on_before_accelerator_backend_setup	|  2.9456e-05     	|1              	|  2.9456e-05     	|  2.4433e-06     	|
setup                              	|  2.9117e-05     	|1              	|  2.9117e-05     	|  2.4152e-06     	|
on_configure_sharded_model         	|  2.5533e-05     	|1              	|  2.5533e-05     	|  2.1179e-06     	|
on_pretrain_routine_end            	|  1.5805e-05     	|1              	|  1.5805e-05     	|  1.3109e-06     	|
teardown                           	|  1.4791e-05     	|1              	|  1.4791e-05     	|  1.2269e-06     	|
prepare_data                       	|  1.4132e-05     	|1              	|  1.4132e-05     	|  1.1722e-06     	|
configure_sharded_model            	|  8.6986e-06     	|1              	|  8.6986e-06     	|  7.2152e-07     	|
configure_callbacks                	|  7.7561e-06     	|1              	|  7.7561e-06     	|  6.4334e-07     	|
on_val_dataloader                  	|  7.4338e-06     	|1              	|  7.4338e-06     	|  6.1661e-07     	|
on_train_dataloader                	|  6.4801e-06     	|1              	|  6.4801e-06     	|  5.3751e-07     	|
