FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  359.38         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.937         	|21             	|  334.68         	|  93.125         	|
run_training_batch                 	|  0.2875         	|1000           	|  287.5          	|  79.998         	|
optimizer_step_with_closure_0      	|  0.28417        	|1000           	|  284.17         	|  79.072         	|
training_step_and_backward         	|  0.21882        	|1000           	|  218.82         	|  60.889         	|
backward                           	|  0.10974        	|1000           	|  109.74         	|  30.534         	|
model_forward                      	|  0.10752        	|1000           	|  107.52         	|  29.919         	|
training_step                      	|  0.10732        	|1000           	|  107.32         	|  29.864         	|
get_train_batch                    	|  0.0093304      	|1021           	|  9.5264         	|  2.6508         	|
fetch_next_train_batch             	|  0.0093049      	|1021           	|  9.5003         	|  2.6435         	|
on_train_batch_end                 	|  0.0025218      	|1000           	|  2.5218         	|  0.70171        	|
zero_grad                          	|  0.0015327      	|1000           	|  1.5327         	|  0.42649        	|
training_batch_to_device           	|  0.00029022     	|1000           	|  0.29022        	|  0.080756       	|
on_train_batch_start               	|  9.5653e-05     	|1000           	|  0.095653       	|  0.026616       	|
on_train_end                       	|  0.083713       	|1              	|  0.083713       	|  0.023294       	|
on_after_backward                  	|  2.6151e-05     	|1000           	|  0.026151       	|  0.0072767      	|
on_pretrain_routine_start          	|  0.023337       	|1              	|  0.023337       	|  0.0064936      	|
on_batch_start                     	|  2.1943e-05     	|1000           	|  0.021943       	|  0.0061056      	|
on_before_zero_grad                	|  1.6834e-05     	|1000           	|  0.016834       	|  0.0046841      	|
on_batch_end                       	|  1.5947e-05     	|1000           	|  0.015947       	|  0.0044373      	|
on_before_backward                 	|  1.3739e-05     	|1000           	|  0.013739       	|  0.0038231      	|
configure_optimizers               	|  0.013458       	|1              	|  0.013458       	|  0.0037448      	|
on_before_optimizer_step           	|  1.2855e-05     	|1000           	|  0.012855       	|  0.0035769      	|
on_train_epoch_end                 	|  0.00049968     	|21             	|  0.010493       	|  0.0029198      	|
on_train_epoch_start               	|  0.00042042     	|21             	|  0.0088289      	|  0.0024567      	|
training_step_end                  	|  6.7397e-06     	|1000           	|  0.0067397      	|  0.0018754      	|
on_train_start                     	|  0.0010724      	|1              	|  0.0010724      	|  0.00029839     	|
on_epoch_end                       	|  1.21e-05       	|21             	|  0.0002541      	|  7.0705e-05     	|
on_epoch_start                     	|  1.1238e-05     	|21             	|  0.00023599     	|  6.5665e-05     	|
on_fit_start                       	|  4.4189e-05     	|1              	|  4.4189e-05     	|  1.2296e-05     	|
on_fit_end                         	|  3.1708e-05     	|1              	|  3.1708e-05     	|  8.8229e-06     	|
on_configure_sharded_model         	|  2.7508e-05     	|1              	|  2.7508e-05     	|  7.6541e-06     	|
setup                              	|  2.5e-05        	|1              	|  2.5e-05        	|  6.9565e-06     	|
on_before_accelerator_backend_setup	|  2.4695e-05     	|1              	|  2.4695e-05     	|  6.8715e-06     	|
teardown                           	|  1.5516e-05     	|1              	|  1.5516e-05     	|  4.3174e-06     	|
on_pretrain_routine_end            	|  1.2783e-05     	|1              	|  1.2783e-05     	|  3.557e-06      	|
prepare_data                       	|  1.1481e-05     	|1              	|  1.1481e-05     	|  3.1947e-06     	|
configure_sharded_model            	|  1.0028e-05     	|1              	|  1.0028e-05     	|  2.7905e-06     	|
configure_callbacks                	|  8.408e-06      	|1              	|  8.408e-06      	|  2.3396e-06     	|
on_val_dataloader                  	|  7.2122e-06     	|1              	|  7.2122e-06     	|  2.0068e-06     	|
on_train_dataloader                	|  6.6832e-06     	|1              	|  6.6832e-06     	|  1.8596e-06     	|
