FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1264.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.494          	|500            	|  1247.0         	|  98.656         	|
run_training_batch                 	|  0.24668        	|1000           	|  246.68         	|  19.516         	|
optimizer_step_with_closure_0      	|  0.24451        	|1000           	|  244.51         	|  19.344         	|
get_train_batch                    	|  0.13117        	|1500           	|  196.75         	|  15.566         	|
fetch_next_train_batch             	|  0.13113        	|1500           	|  196.7          	|  15.561         	|
training_step_and_backward         	|  0.18349        	|1000           	|  183.49         	|  14.517         	|
model_forward                      	|  0.097302       	|1000           	|  97.302         	|  7.6979         	|
training_step                      	|  0.097096       	|1000           	|  97.096         	|  7.6816         	|
backward                           	|  0.084776       	|1000           	|  84.776         	|  6.707          	|
on_train_batch_end                 	|  0.0017352      	|1000           	|  1.7352         	|  0.13728        	|
zero_grad                          	|  0.001377       	|1000           	|  1.377          	|  0.10894        	|
training_batch_to_device           	|  0.00065134     	|1000           	|  0.65134        	|  0.05153        	|
on_train_epoch_end                 	|  0.00031344     	|500            	|  0.15672        	|  0.012399       	|
on_train_epoch_start               	|  0.0003094      	|500            	|  0.1547         	|  0.012239       	|
on_train_batch_start               	|  0.00011352     	|1000           	|  0.11352        	|  0.0089807      	|
on_batch_start                     	|  4.7723e-05     	|1000           	|  0.047723       	|  0.0037756      	|
on_train_end                       	|  0.041422       	|1              	|  0.041422       	|  0.003277       	|
on_before_zero_grad                	|  3.6816e-05     	|1000           	|  0.036816       	|  0.0029127      	|
on_pretrain_routine_start          	|  0.021591       	|1              	|  0.021591       	|  0.0017081      	|
on_after_backward                  	|  1.9914e-05     	|1000           	|  0.019914       	|  0.0015755      	|
on_batch_end                       	|  1.65e-05       	|1000           	|  0.0165         	|  0.0013054      	|
on_before_backward                 	|  1.3034e-05     	|1000           	|  0.013034       	|  0.0010312      	|
on_before_optimizer_step           	|  1.2617e-05     	|1000           	|  0.012617       	|  0.0009982      	|
configure_optimizers               	|  0.010154       	|1              	|  0.010154       	|  0.00080334     	|
training_step_end                  	|  8.4352e-06     	|1000           	|  0.0084352      	|  0.00066735     	|
on_epoch_end                       	|  1.1207e-05     	|500            	|  0.0056037      	|  0.00044333     	|
on_epoch_start                     	|  1.0521e-05     	|500            	|  0.0052605      	|  0.00041618     	|
on_train_start                     	|  0.00099577     	|1              	|  0.00099577     	|  7.8779e-05     	|
on_fit_end                         	|  5.9197e-05     	|1              	|  5.9197e-05     	|  4.6833e-06     	|
on_fit_start                       	|  4.9844e-05     	|1              	|  4.9844e-05     	|  3.9434e-06     	|
on_before_accelerator_backend_setup	|  2.2545e-05     	|1              	|  2.2545e-05     	|  1.7837e-06     	|
on_configure_sharded_model         	|  2.0526e-05     	|1              	|  2.0526e-05     	|  1.6239e-06     	|
setup                              	|  2.002e-05      	|1              	|  2.002e-05      	|  1.5838e-06     	|
teardown                           	|  1.6663e-05     	|1              	|  1.6663e-05     	|  1.3183e-06     	|
on_pretrain_routine_end            	|  1.5868e-05     	|1              	|  1.5868e-05     	|  1.2554e-06     	|
prepare_data                       	|  7.6424e-06     	|1              	|  7.6424e-06     	|  6.0462e-07     	|
configure_callbacks                	|  7.5474e-06     	|1              	|  7.5474e-06     	|  5.9711e-07     	|
on_val_dataloader                  	|  7.1246e-06     	|1              	|  7.1246e-06     	|  5.6366e-07     	|
configure_sharded_model            	|  6.5286e-06     	|1              	|  6.5286e-06     	|  5.165e-07      	|
on_train_dataloader                	|  6.3982e-06     	|1              	|  6.3982e-06     	|  5.0619e-07     	|
