FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  763.4          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.7162         	|200            	|  743.24         	|  97.359         	|
run_training_batch                 	|  0.31745        	|1000           	|  317.45         	|  41.584         	|
optimizer_step_with_closure_0      	|  0.31308        	|1000           	|  313.08         	|  41.012         	|
training_step_and_backward         	|  0.24246        	|1000           	|  242.46         	|  31.76          	|
backward                           	|  0.12197        	|1000           	|  121.97         	|  15.978         	|
model_forward                      	|  0.11877        	|1000           	|  118.77         	|  15.558         	|
training_step                      	|  0.11856        	|1000           	|  118.56         	|  15.53          	|
get_train_batch                    	|  0.059794       	|1200           	|  71.753         	|  9.3992         	|
fetch_next_train_batch             	|  0.059763       	|1200           	|  71.716         	|  9.3943         	|
on_train_batch_end                 	|  0.0024228      	|1000           	|  2.4228         	|  0.31737        	|
zero_grad                          	|  0.0016767      	|1000           	|  1.6767         	|  0.21964        	|
configure_optimizers               	|  0.80771        	|1              	|  0.80771        	|  0.1058         	|
training_batch_to_device           	|  0.00045393     	|1000           	|  0.45393        	|  0.059461       	|
on_train_batch_start               	|  0.00010551     	|1000           	|  0.10551        	|  0.013821       	|
on_train_epoch_start               	|  0.00034325     	|200            	|  0.068649       	|  0.0089926      	|
on_train_epoch_end                 	|  0.00032831     	|200            	|  0.065662       	|  0.0086012      	|
on_train_end                       	|  0.057892       	|1              	|  0.057892       	|  0.0075835      	|
on_batch_start                     	|  3.2464e-05     	|1000           	|  0.032464       	|  0.0042526      	|
on_pretrain_routine_start          	|  0.030398       	|1              	|  0.030398       	|  0.0039819      	|
on_after_backward                  	|  2.9766e-05     	|1000           	|  0.029766       	|  0.0038991      	|
on_before_zero_grad                	|  2.0455e-05     	|1000           	|  0.020455       	|  0.0026795      	|
on_batch_end                       	|  1.7461e-05     	|1000           	|  0.017461       	|  0.0022873      	|
on_before_optimizer_step           	|  1.4448e-05     	|1000           	|  0.014448       	|  0.0018925      	|
on_before_backward                 	|  1.3532e-05     	|1000           	|  0.013532       	|  0.0017726      	|
training_step_end                  	|  8.7902e-06     	|1000           	|  0.0087902      	|  0.0011514      	|
on_epoch_end                       	|  1.2529e-05     	|200            	|  0.0025057      	|  0.00032824     	|
on_epoch_start                     	|  1.2471e-05     	|200            	|  0.0024942      	|  0.00032673     	|
on_train_start                     	|  0.0008033      	|1              	|  0.0008033      	|  0.00010523     	|
on_configure_sharded_model         	|  8.3648e-05     	|1              	|  8.3648e-05     	|  1.0957e-05     	|
on_fit_end                         	|  6.0951e-05     	|1              	|  6.0951e-05     	|  7.9842e-06     	|
configure_sharded_model            	|  3.5647e-05     	|1              	|  3.5647e-05     	|  4.6696e-06     	|
setup                              	|  3.0557e-05     	|1              	|  3.0557e-05     	|  4.0027e-06     	|
on_before_accelerator_backend_setup	|  2.7813e-05     	|1              	|  2.7813e-05     	|  3.6433e-06     	|
on_fit_start                       	|  2.5628e-05     	|1              	|  2.5628e-05     	|  3.3571e-06     	|
teardown                           	|  1.5507e-05     	|1              	|  1.5507e-05     	|  2.0312e-06     	|
on_pretrain_routine_end            	|  1.5277e-05     	|1              	|  1.5277e-05     	|  2.0012e-06     	|
configure_callbacks                	|  1.3787e-05     	|1              	|  1.3787e-05     	|  1.806e-06      	|
prepare_data                       	|  1.0101e-05     	|1              	|  1.0101e-05     	|  1.3232e-06     	|
on_train_dataloader                	|  6.5397e-06     	|1              	|  6.5397e-06     	|  8.5666e-07     	|
on_val_dataloader                  	|  6.225e-06      	|1              	|  6.225e-06      	|  8.1543e-07     	|
