FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1308.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5827         	|500            	|  1291.3         	|  98.687         	|
run_training_batch                 	|  0.27802        	|1000           	|  278.02         	|  21.247         	|
optimizer_step_with_closure_0      	|  0.27556        	|1000           	|  275.56         	|  21.059         	|
training_step_and_backward         	|  0.20633        	|1000           	|  206.33         	|  15.768         	|
get_train_batch                    	|  0.13339        	|1500           	|  200.09         	|  15.291         	|
fetch_next_train_batch             	|  0.13335        	|1500           	|  200.03         	|  15.287         	|
model_forward                      	|  0.10735        	|1000           	|  107.35         	|  8.2039         	|
training_step                      	|  0.10714        	|1000           	|  107.14         	|  8.1876         	|
backward                           	|  0.097554       	|1000           	|  97.554         	|  7.4552         	|
on_train_batch_end                 	|  0.0018382      	|1000           	|  1.8382         	|  0.14048        	|
zero_grad                          	|  0.0013851      	|1000           	|  1.3851         	|  0.10585        	|
training_batch_to_device           	|  0.00066373     	|1000           	|  0.66373        	|  0.050724       	|
on_train_epoch_end                 	|  0.00031731     	|500            	|  0.15865        	|  0.012125       	|
on_train_epoch_start               	|  0.00031385     	|500            	|  0.15693        	|  0.011993       	|
on_train_batch_start               	|  0.00011224     	|1000           	|  0.11224        	|  0.0085777      	|
on_batch_start                     	|  4.8862e-05     	|1000           	|  0.048862       	|  0.0037341      	|
on_train_end                       	|  0.041828       	|1              	|  0.041828       	|  0.0031966      	|
on_after_backward                  	|  2.1538e-05     	|1000           	|  0.021538       	|  0.001646       	|
on_pretrain_routine_start          	|  0.021406       	|1              	|  0.021406       	|  0.0016359      	|
on_before_zero_grad                	|  2.14e-05       	|1000           	|  0.0214         	|  0.0016354      	|
on_batch_end                       	|  1.6093e-05     	|1000           	|  0.016093       	|  0.0012299      	|
on_before_optimizer_step           	|  1.3416e-05     	|1000           	|  0.013416       	|  0.0010252      	|
on_before_backward                 	|  1.2578e-05     	|1000           	|  0.012578       	|  0.00096126     	|
training_step_end                  	|  9.968e-06      	|1000           	|  0.009968       	|  0.00076177     	|
configure_optimizers               	|  0.0098291      	|1              	|  0.0098291      	|  0.00075116     	|
on_epoch_end                       	|  1.1896e-05     	|500            	|  0.005948       	|  0.00045455     	|
on_epoch_start                     	|  1.1112e-05     	|500            	|  0.005556       	|  0.0004246      	|
on_train_start                     	|  0.0010513      	|1              	|  0.0010513      	|  8.0341e-05     	|
on_fit_end                         	|  6.6428e-05     	|1              	|  6.6428e-05     	|  5.0765e-06     	|
on_fit_start                       	|  4.4595e-05     	|1              	|  4.4595e-05     	|  3.4081e-06     	|
on_configure_sharded_model         	|  2.4697e-05     	|1              	|  2.4697e-05     	|  1.8874e-06     	|
on_before_accelerator_backend_setup	|  2.384e-05      	|1              	|  2.384e-05      	|  1.8219e-06     	|
setup                              	|  2.3765e-05     	|1              	|  2.3765e-05     	|  1.8162e-06     	|
on_pretrain_routine_end            	|  1.5933e-05     	|1              	|  1.5933e-05     	|  1.2176e-06     	|
teardown                           	|  1.5603e-05     	|1              	|  1.5603e-05     	|  1.1924e-06     	|
prepare_data                       	|  1.201e-05      	|1              	|  1.201e-05      	|  9.1785e-07     	|
configure_sharded_model            	|  8.0615e-06     	|1              	|  8.0615e-06     	|  6.1608e-07     	|
configure_callbacks                	|  7.7132e-06     	|1              	|  7.7132e-06     	|  5.8946e-07     	|
on_train_dataloader                	|  7.4804e-06     	|1              	|  7.4804e-06     	|  5.7166e-07     	|
on_val_dataloader                  	|  6.754e-06      	|1              	|  6.754e-06      	|  5.1615e-07     	|
