FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1302.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5702         	|500            	|  1285.1         	|  98.642         	|
run_training_batch                 	|  0.28428        	|1000           	|  284.28         	|  21.821         	|
optimizer_step_with_closure_0      	|  0.28063        	|1000           	|  280.63         	|  21.541         	|
training_step_and_backward         	|  0.21384        	|1000           	|  213.84         	|  16.414         	|
get_train_batch                    	|  0.13479        	|1500           	|  202.19         	|  15.52          	|
fetch_next_train_batch             	|  0.13475        	|1500           	|  202.13         	|  15.515         	|
model_forward                      	|  0.11179        	|1000           	|  111.79         	|  8.5809         	|
training_step                      	|  0.11154        	|1000           	|  111.54         	|  8.5616         	|
backward                           	|  0.10047        	|1000           	|  100.47         	|  7.712          	|
on_train_batch_end                 	|  0.0023587      	|1000           	|  2.3587         	|  0.18105        	|
zero_grad                          	|  0.001528       	|1000           	|  1.528          	|  0.11729        	|
training_batch_to_device           	|  0.00076586     	|1000           	|  0.76586        	|  0.058787       	|
on_train_epoch_end                 	|  0.00037506     	|500            	|  0.18753        	|  0.014395       	|
on_train_epoch_start               	|  0.00033744     	|500            	|  0.16872        	|  0.012951       	|
on_train_batch_start               	|  0.00011545     	|1000           	|  0.11545        	|  0.008862       	|
on_batch_start                     	|  5.6978e-05     	|1000           	|  0.056978       	|  0.0043736      	|
on_train_end                       	|  0.047118       	|1              	|  0.047118       	|  0.0036167      	|
on_after_backward                  	|  2.6e-05        	|1000           	|  0.026          	|  0.0019957      	|
on_pretrain_routine_start          	|  0.02408        	|1              	|  0.02408        	|  0.0018484      	|
on_before_zero_grad                	|  2.4045e-05     	|1000           	|  0.024045       	|  0.0018457      	|
on_before_optimizer_step           	|  1.7613e-05     	|1000           	|  0.017613       	|  0.001352       	|
on_batch_end                       	|  1.6631e-05     	|1000           	|  0.016631       	|  0.0012766      	|
on_before_backward                 	|  1.5402e-05     	|1000           	|  0.015402       	|  0.0011822      	|
configure_optimizers               	|  0.011497       	|1              	|  0.011497       	|  0.00088248     	|
training_step_end                  	|  1.0438e-05     	|1000           	|  0.010438       	|  0.00080121     	|
on_epoch_start                     	|  1.2091e-05     	|500            	|  0.0060453      	|  0.00046403     	|
on_epoch_end                       	|  1.1486e-05     	|500            	|  0.0057428      	|  0.00044081     	|
on_train_start                     	|  0.001144       	|1              	|  0.001144       	|  8.781e-05      	|
on_fit_end                         	|  6.3188e-05     	|1              	|  6.3188e-05     	|  4.8503e-06     	|
on_fit_start                       	|  4.4871e-05     	|1              	|  4.4871e-05     	|  3.4443e-06     	|
on_before_accelerator_backend_setup	|  2.9467e-05     	|1              	|  2.9467e-05     	|  2.2619e-06     	|
setup                              	|  2.945e-05      	|1              	|  2.945e-05      	|  2.2606e-06     	|
on_configure_sharded_model         	|  2.235e-05      	|1              	|  2.235e-05      	|  1.7156e-06     	|
on_pretrain_routine_end            	|  1.868e-05      	|1              	|  1.868e-05      	|  1.4339e-06     	|
teardown                           	|  1.7142e-05     	|1              	|  1.7142e-05     	|  1.3158e-06     	|
prepare_data                       	|  1.0742e-05     	|1              	|  1.0742e-05     	|  8.2454e-07     	|
on_val_dataloader                  	|  1.0019e-05     	|1              	|  1.0019e-05     	|  7.6906e-07     	|
on_train_dataloader                	|  7.5921e-06     	|1              	|  7.5921e-06     	|  5.8277e-07     	|
configure_sharded_model            	|  7.1879e-06     	|1              	|  7.1879e-06     	|  5.5174e-07     	|
configure_callbacks                	|  6.8154e-06     	|1              	|  6.8154e-06     	|  5.2315e-07     	|
