FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  386.37         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.521         	|25             	|  363.03         	|  93.959         	|
run_training_batch                 	|  0.35056        	|1000           	|  350.56         	|  90.732         	|
optimizer_step_with_closure_0      	|  0.34803        	|1000           	|  348.03         	|  90.077         	|
training_step_and_backward         	|  0.27002        	|1000           	|  270.02         	|  69.887         	|
model_forward                      	|  0.16001        	|1000           	|  160.01         	|  41.415         	|
training_step                      	|  0.15987        	|1000           	|  159.87         	|  41.378         	|
backward                           	|  0.10867        	|1000           	|  108.67         	|  28.127         	|
get_train_batch                    	|  0.0042544      	|1025           	|  4.3608         	|  1.1286         	|
fetch_next_train_batch             	|  0.0042369      	|1025           	|  4.3428         	|  1.124          	|
zero_grad                          	|  0.0013094      	|1000           	|  1.3094         	|  0.3389         	|
on_train_batch_end                 	|  0.0011819      	|1000           	|  1.1819         	|  0.30591        	|
training_batch_to_device           	|  0.0002399      	|1000           	|  0.2399         	|  0.062092       	|
on_train_batch_start               	|  9.1601e-05     	|1000           	|  0.091601       	|  0.023708       	|
on_train_end                       	|  0.023321       	|1              	|  0.023321       	|  0.006036       	|
on_pretrain_routine_start          	|  0.022466       	|1              	|  0.022466       	|  0.0058146      	|
on_batch_start                     	|  1.5306e-05     	|1000           	|  0.015306       	|  0.0039616      	|
on_before_zero_grad                	|  1.358e-05      	|1000           	|  0.01358        	|  0.0035149      	|
on_batch_end                       	|  1.3196e-05     	|1000           	|  0.013196       	|  0.0034153      	|
on_after_backward                  	|  1.1682e-05     	|1000           	|  0.011682       	|  0.0030235      	|
on_before_backward                 	|  1.0945e-05     	|1000           	|  0.010945       	|  0.0028329      	|
on_before_optimizer_step           	|  1.0668e-05     	|1000           	|  0.010668       	|  0.002761       	|
configure_optimizers               	|  0.0084868      	|1              	|  0.0084868      	|  0.0021966      	|
on_train_epoch_start               	|  0.00029586     	|25             	|  0.0073966      	|  0.0019144      	|
on_train_epoch_end                 	|  0.00029089     	|25             	|  0.0072723      	|  0.0018822      	|
training_step_end                  	|  6.0795e-06     	|1000           	|  0.0060795      	|  0.0015735      	|
on_train_start                     	|  0.00070132     	|1              	|  0.00070132     	|  0.00018152     	|
on_epoch_start                     	|  1.1041e-05     	|25             	|  0.00027603     	|  7.1441e-05     	|
on_epoch_end                       	|  1.0718e-05     	|25             	|  0.00026794     	|  6.9348e-05     	|
on_fit_end                         	|  2.3173e-05     	|1              	|  2.3173e-05     	|  5.9976e-06     	|
on_before_accelerator_backend_setup	|  2.143e-05      	|1              	|  2.143e-05      	|  5.5465e-06     	|
on_fit_start                       	|  1.6952e-05     	|1              	|  1.6952e-05     	|  4.3875e-06     	|
on_configure_sharded_model         	|  1.5479e-05     	|1              	|  1.5479e-05     	|  4.0063e-06     	|
setup                              	|  1.3406e-05     	|1              	|  1.3406e-05     	|  3.4697e-06     	|
teardown                           	|  1.0279e-05     	|1              	|  1.0279e-05     	|  2.6604e-06     	|
on_pretrain_routine_end            	|  9.478e-06      	|1              	|  9.478e-06      	|  2.4531e-06     	|
prepare_data                       	|  8.436e-06      	|1              	|  8.436e-06      	|  2.1834e-06     	|
configure_callbacks                	|  6.051e-06      	|1              	|  6.051e-06      	|  1.5661e-06     	|
configure_sharded_model            	|  4.9999e-06     	|1              	|  4.9999e-06     	|  1.2941e-06     	|
on_train_dataloader                	|  4.609e-06      	|1              	|  4.609e-06      	|  1.1929e-06     	|
on_val_dataloader                  	|  4.448e-06      	|1              	|  4.448e-06      	|  1.1512e-06     	|
