FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  459.44         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1785         	|200            	|  435.7          	|  94.834         	|
run_training_batch                 	|  0.36466        	|1000           	|  364.66         	|  79.371         	|
optimizer_step_with_closure_0      	|  0.36202        	|1000           	|  362.02         	|  78.796         	|
training_step_and_backward         	|  0.28325        	|1000           	|  283.25         	|  61.652         	|
model_forward                      	|  0.16684        	|1000           	|  166.84         	|  36.313         	|
training_step                      	|  0.16669        	|1000           	|  166.69         	|  36.281         	|
backward                           	|  0.11509        	|1000           	|  115.09         	|  25.05          	|
get_train_batch                    	|  0.016655       	|1200           	|  19.986         	|  4.3502         	|
fetch_next_train_batch             	|  0.01663        	|1200           	|  19.956         	|  4.3437         	|
zero_grad                          	|  0.0013004      	|1000           	|  1.3004         	|  0.28304        	|
on_train_batch_end                 	|  0.0012546      	|1000           	|  1.2546         	|  0.27308        	|
training_batch_to_device           	|  0.00034318     	|1000           	|  0.34318        	|  0.074695       	|
on_train_batch_start               	|  9.9077e-05     	|1000           	|  0.099077       	|  0.021565       	|
on_train_epoch_start               	|  0.00027751     	|200            	|  0.055502       	|  0.01208        	|
on_train_epoch_end                 	|  0.00024792     	|200            	|  0.049585       	|  0.010793       	|
on_train_end                       	|  0.023936       	|1              	|  0.023936       	|  0.0052099      	|
on_batch_start                     	|  2.2567e-05     	|1000           	|  0.022567       	|  0.0049119      	|
on_pretrain_routine_start          	|  0.022137       	|1              	|  0.022137       	|  0.0048183      	|
on_before_zero_grad                	|  1.6491e-05     	|1000           	|  0.016491       	|  0.0035893      	|
on_batch_end                       	|  1.3688e-05     	|1000           	|  0.013688       	|  0.0029794      	|
on_before_backward                 	|  1.1915e-05     	|1000           	|  0.011915       	|  0.0025933      	|
on_after_backward                  	|  1.1588e-05     	|1000           	|  0.011588       	|  0.0025222      	|
on_before_optimizer_step           	|  1.1218e-05     	|1000           	|  0.011218       	|  0.0024416      	|
configure_optimizers               	|  0.0088468      	|1              	|  0.0088468      	|  0.0019256      	|
training_step_end                  	|  6.5361e-06     	|1000           	|  0.0065361      	|  0.0014226      	|
on_epoch_start                     	|  1.034e-05      	|200            	|  0.0020681      	|  0.00045013     	|
on_epoch_end                       	|  1.0209e-05     	|200            	|  0.0020418      	|  0.00044441     	|
on_train_start                     	|  0.00077363     	|1              	|  0.00077363     	|  0.00016839     	|
on_before_accelerator_backend_setup	|  2.3034e-05     	|1              	|  2.3034e-05     	|  5.0135e-06     	|
on_fit_end                         	|  2.2633e-05     	|1              	|  2.2633e-05     	|  4.9263e-06     	|
on_fit_start                       	|  1.7022e-05     	|1              	|  1.7022e-05     	|  3.705e-06      	|
setup                              	|  1.595e-05      	|1              	|  1.595e-05      	|  3.4717e-06     	|
on_configure_sharded_model         	|  1.4277e-05     	|1              	|  1.4277e-05     	|  3.1075e-06     	|
on_pretrain_routine_end            	|  1.3846e-05     	|1              	|  1.3846e-05     	|  3.0137e-06     	|
teardown                           	|  1.009e-05      	|1              	|  1.009e-05      	|  2.1962e-06     	|
prepare_data                       	|  9.398e-06      	|1              	|  9.398e-06      	|  2.0455e-06     	|
configure_callbacks                	|  6.342e-06      	|1              	|  6.342e-06      	|  1.3804e-06     	|
configure_sharded_model            	|  4.9791e-06     	|1              	|  4.9791e-06     	|  1.0837e-06     	|
on_val_dataloader                  	|  4.428e-06      	|1              	|  4.428e-06      	|  9.6378e-07     	|
on_train_dataloader                	|  4.057e-06      	|1              	|  4.057e-06      	|  8.8303e-07     	|
