FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1653.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.2714         	|500            	|  1635.7         	|  98.909         	|
run_training_batch                 	|  0.30021        	|1000           	|  300.21         	|  18.153         	|
optimizer_step_with_closure_0      	|  0.29557        	|1000           	|  295.57         	|  17.873         	|
training_step_and_backward         	|  0.22675        	|1000           	|  226.75         	|  13.711         	|
get_train_batch                    	|  0.13526        	|1500           	|  202.88         	|  12.268         	|
fetch_next_train_batch             	|  0.13521        	|1500           	|  202.82         	|  12.264         	|
model_forward                      	|  0.11632        	|1000           	|  116.32         	|  7.0337         	|
training_step                      	|  0.11606        	|1000           	|  116.06         	|  7.0181         	|
backward                           	|  0.10882        	|1000           	|  108.82         	|  6.5804         	|
on_train_batch_end                 	|  0.0029024      	|1000           	|  2.9024         	|  0.17551        	|
zero_grad                          	|  0.0015575      	|1000           	|  1.5575         	|  0.094177       	|
training_batch_to_device           	|  0.00079509     	|1000           	|  0.79509        	|  0.048078       	|
on_train_epoch_end                 	|  0.00044731     	|500            	|  0.22365        	|  0.013524       	|
on_train_epoch_start               	|  0.00044636     	|500            	|  0.22318        	|  0.013496       	|
on_train_batch_start               	|  0.0001189      	|1000           	|  0.1189         	|  0.0071895      	|
on_train_end                       	|  0.064203       	|1              	|  0.064203       	|  0.0038823      	|
on_batch_start                     	|  5.5428e-05     	|1000           	|  0.055428       	|  0.0033517      	|
on_after_backward                  	|  2.8744e-05     	|1000           	|  0.028744       	|  0.0017381      	|
on_before_zero_grad                	|  2.464e-05      	|1000           	|  0.02464        	|  0.00149        	|
on_pretrain_routine_start          	|  0.024453       	|1              	|  0.024453       	|  0.0014786      	|
on_before_backward                 	|  1.7148e-05     	|1000           	|  0.017148       	|  0.0010369      	|
on_before_optimizer_step           	|  1.7014e-05     	|1000           	|  0.017014       	|  0.0010288      	|
on_batch_end                       	|  1.698e-05      	|1000           	|  0.01698        	|  0.0010267      	|
training_step_end                  	|  1.0822e-05     	|1000           	|  0.010822       	|  0.00065441     	|
configure_optimizers               	|  0.0093524      	|1              	|  0.0093524      	|  0.00056553     	|
on_epoch_end                       	|  1.2165e-05     	|500            	|  0.0060824      	|  0.0003678      	|
on_epoch_start                     	|  1.1481e-05     	|500            	|  0.0057407      	|  0.00034713     	|
on_train_start                     	|  0.0007097      	|1              	|  0.0007097      	|  4.2915e-05     	|
on_fit_end                         	|  0.0001558      	|1              	|  0.0001558      	|  9.421e-06      	|
on_fit_start                       	|  2.6913e-05     	|1              	|  2.6913e-05     	|  1.6274e-06     	|
on_configure_sharded_model         	|  2.6632e-05     	|1              	|  2.6632e-05     	|  1.6104e-06     	|
setup                              	|  2.6209e-05     	|1              	|  2.6209e-05     	|  1.5848e-06     	|
on_before_accelerator_backend_setup	|  2.5826e-05     	|1              	|  2.5826e-05     	|  1.5616e-06     	|
teardown                           	|  2.3114e-05     	|1              	|  2.3114e-05     	|  1.3977e-06     	|
on_pretrain_routine_end            	|  1.3154e-05     	|1              	|  1.3154e-05     	|  7.9541e-07     	|
configure_sharded_model            	|  1.1411e-05     	|1              	|  1.1411e-05     	|  6.8998e-07     	|
prepare_data                       	|  1.1073e-05     	|1              	|  1.1073e-05     	|  6.696e-07      	|
configure_callbacks                	|  8.3465e-06     	|1              	|  8.3465e-06     	|  5.047e-07      	|
on_val_dataloader                  	|  6.7241e-06     	|1              	|  6.7241e-06     	|  4.066e-07      	|
on_train_dataloader                	|  5.899e-06      	|1              	|  5.899e-06      	|  3.5671e-07     	|
