FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  538.36         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0279         	|500            	|  513.96         	|  95.469         	|
run_training_batch                 	|  0.33806        	|1000           	|  338.06         	|  62.796         	|
optimizer_step_with_closure_0      	|  0.33537        	|1000           	|  335.37         	|  62.294         	|
training_step_and_backward         	|  0.25097        	|1000           	|  250.97         	|  46.617         	|
model_forward                      	|  0.15609        	|1000           	|  156.09         	|  28.994         	|
training_step                      	|  0.15592        	|1000           	|  155.92         	|  28.962         	|
backward                           	|  0.093487       	|1000           	|  93.487         	|  17.365         	|
get_train_batch                    	|  0.030757       	|1500           	|  46.135         	|  8.5697         	|
fetch_next_train_batch             	|  0.030723       	|1500           	|  46.085         	|  8.5603         	|
zero_grad                          	|  0.0013568      	|1000           	|  1.3568         	|  0.25203        	|
on_train_batch_end                 	|  0.0013336      	|1000           	|  1.3336         	|  0.24771        	|
training_batch_to_device           	|  0.00063342     	|1000           	|  0.63342        	|  0.11766        	|
on_train_epoch_start               	|  0.00028413     	|500            	|  0.14207        	|  0.026389       	|
on_train_epoch_end                 	|  0.0002696      	|500            	|  0.1348         	|  0.025039       	|
on_train_batch_start               	|  0.00010845     	|1000           	|  0.10845        	|  0.020145       	|
on_batch_start                     	|  3.5887e-05     	|1000           	|  0.035887       	|  0.0066661      	|
on_train_end                       	|  0.023858       	|1              	|  0.023858       	|  0.0044317      	|
on_pretrain_routine_start          	|  0.022639       	|1              	|  0.022639       	|  0.0042052      	|
on_before_zero_grad                	|  2.1312e-05     	|1000           	|  0.021312       	|  0.0039586      	|
on_batch_end                       	|  1.351e-05      	|1000           	|  0.01351        	|  0.0025094      	|
on_before_backward                 	|  1.3026e-05     	|1000           	|  0.013026       	|  0.0024197      	|
on_after_backward                  	|  1.1802e-05     	|1000           	|  0.011802       	|  0.0021921      	|
on_before_optimizer_step           	|  1.18e-05       	|1000           	|  0.0118         	|  0.0021919      	|
configure_optimizers               	|  0.0082204      	|1              	|  0.0082204      	|  0.0015269      	|
training_step_end                  	|  8.1383e-06     	|1000           	|  0.0081383      	|  0.0015117      	|
on_epoch_end                       	|  1.1036e-05     	|500            	|  0.0055179      	|  0.001025       	|
on_epoch_start                     	|  1.0747e-05     	|500            	|  0.0053733      	|  0.0009981      	|
on_train_start                     	|  0.00072486     	|1              	|  0.00072486     	|  0.00013464     	|
on_fit_end                         	|  2.2503e-05     	|1              	|  2.2503e-05     	|  4.18e-06       	|
on_before_accelerator_backend_setup	|  2.0979e-05     	|1              	|  2.0979e-05     	|  3.8969e-06     	|
on_fit_start                       	|  1.7773e-05     	|1              	|  1.7773e-05     	|  3.3014e-06     	|
on_configure_sharded_model         	|  1.3295e-05     	|1              	|  1.3295e-05     	|  2.4696e-06     	|
setup                              	|  1.2954e-05     	|1              	|  1.2954e-05     	|  2.4062e-06     	|
teardown                           	|  1.1622e-05     	|1              	|  1.1622e-05     	|  2.1588e-06     	|
on_pretrain_routine_end            	|  1.051e-05      	|1              	|  1.051e-05      	|  1.9523e-06     	|
prepare_data                       	|  7.3439e-06     	|1              	|  7.3439e-06     	|  1.3641e-06     	|
configure_callbacks                	|  4.889e-06      	|1              	|  4.889e-06      	|  9.0813e-07     	|
on_val_dataloader                  	|  4.548e-06      	|1              	|  4.548e-06      	|  8.4479e-07     	|
on_train_dataloader                	|  4.348e-06      	|1              	|  4.348e-06      	|  8.0764e-07     	|
configure_sharded_model            	|  4.2469e-06     	|1              	|  4.2469e-06     	|  7.8887e-07     	|
