FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1300.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5619         	|500            	|  1280.9         	|  98.511         	|
run_training_batch                 	|  0.28744        	|1000           	|  287.44         	|  22.106         	|
optimizer_step_with_closure_0      	|  0.28394        	|1000           	|  283.94         	|  21.837         	|
training_step_and_backward         	|  0.21927        	|1000           	|  219.27         	|  16.863         	|
get_train_batch                    	|  0.11287        	|1500           	|  169.31         	|  13.021         	|
fetch_next_train_batch             	|  0.11283        	|1500           	|  169.24         	|  13.016         	|
model_forward                      	|  0.1138         	|1000           	|  113.8          	|  8.7515         	|
training_step                      	|  0.11354        	|1000           	|  113.54         	|  8.7316         	|
backward                           	|  0.10393        	|1000           	|  103.93         	|  7.993          	|
on_train_batch_end                 	|  0.002697       	|1000           	|  2.697          	|  0.20741        	|
zero_grad                          	|  0.0014941      	|1000           	|  1.4941         	|  0.11491        	|
training_batch_to_device           	|  0.00077318     	|1000           	|  0.77318        	|  0.059462       	|
on_train_epoch_start               	|  0.00046071     	|500            	|  0.23035        	|  0.017716       	|
on_train_epoch_end                 	|  0.00042308     	|500            	|  0.21154        	|  0.016268       	|
on_train_batch_start               	|  0.00011685     	|1000           	|  0.11685        	|  0.0089863      	|
on_batch_start                     	|  5.6374e-05     	|1000           	|  0.056374       	|  0.0043355      	|
on_train_end                       	|  0.047852       	|1              	|  0.047852       	|  0.0036801      	|
on_after_backward                  	|  2.6168e-05     	|1000           	|  0.026168       	|  0.0020124      	|
on_pretrain_routine_start          	|  0.025338       	|1              	|  0.025338       	|  0.0019487      	|
on_before_zero_grad                	|  2.3703e-05     	|1000           	|  0.023703       	|  0.0018229      	|
on_before_backward                 	|  1.7085e-05     	|1000           	|  0.017085       	|  0.0013139      	|
on_before_optimizer_step           	|  1.6736e-05     	|1000           	|  0.016736       	|  0.0012871      	|
on_batch_end                       	|  1.6203e-05     	|1000           	|  0.016203       	|  0.0012461      	|
training_step_end                  	|  1.0969e-05     	|1000           	|  0.010969       	|  0.00084361     	|
configure_optimizers               	|  0.010234       	|1              	|  0.010234       	|  0.00078705     	|
on_epoch_end                       	|  1.1496e-05     	|500            	|  0.0057481      	|  0.00044206     	|
on_epoch_start                     	|  1.1265e-05     	|500            	|  0.0056323      	|  0.00043316     	|
on_train_start                     	|  0.00083903     	|1              	|  0.00083903     	|  6.4526e-05     	|
on_fit_end                         	|  9.9819e-05     	|1              	|  9.9819e-05     	|  7.6767e-06     	|
setup                              	|  3.1264e-05     	|1              	|  3.1264e-05     	|  2.4044e-06     	|
on_fit_start                       	|  2.8852e-05     	|1              	|  2.8852e-05     	|  2.2189e-06     	|
on_configure_sharded_model         	|  2.5455e-05     	|1              	|  2.5455e-05     	|  1.9576e-06     	|
on_before_accelerator_backend_setup	|  2.1882e-05     	|1              	|  2.1882e-05     	|  1.6829e-06     	|
teardown                           	|  1.8839e-05     	|1              	|  1.8839e-05     	|  1.4488e-06     	|
on_pretrain_routine_end            	|  1.5317e-05     	|1              	|  1.5317e-05     	|  1.1779e-06     	|
configure_sharded_model            	|  1.0852e-05     	|1              	|  1.0852e-05     	|  8.3456e-07     	|
on_train_dataloader                	|  1.0407e-05     	|1              	|  1.0407e-05     	|  8.0033e-07     	|
prepare_data                       	|  8.5998e-06     	|1              	|  8.5998e-06     	|  6.6138e-07     	|
configure_callbacks                	|  8.2534e-06     	|1              	|  8.2534e-06     	|  6.3473e-07     	|
on_val_dataloader                  	|  7.6033e-06     	|1              	|  7.6033e-06     	|  5.8474e-07     	|
