FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1325.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6152         	|500            	|  1307.6         	|  98.641         	|
run_training_batch                 	|  0.37061        	|1000           	|  370.61         	|  27.958         	|
optimizer_step_with_closure_0      	|  0.36748        	|1000           	|  367.48         	|  27.722         	|
training_step_and_backward         	|  0.26472        	|1000           	|  264.72         	|  19.97          	|
get_train_batch                    	|  0.10192        	|1500           	|  152.88         	|  11.533         	|
fetch_next_train_batch             	|  0.10188        	|1500           	|  152.82         	|  11.528         	|
model_forward                      	|  0.13804        	|1000           	|  138.04         	|  10.413         	|
training_step                      	|  0.13781        	|1000           	|  137.81         	|  10.396         	|
backward                           	|  0.12522        	|1000           	|  125.22         	|  9.4463         	|
on_train_batch_end                 	|  0.0022627      	|1000           	|  2.2627         	|  0.1707         	|
zero_grad                          	|  0.0014222      	|1000           	|  1.4222         	|  0.10729        	|
training_batch_to_device           	|  0.00060465     	|1000           	|  0.60465        	|  0.045613       	|
on_train_epoch_end                 	|  0.00036378     	|500            	|  0.18189        	|  0.013721       	|
on_train_epoch_start               	|  0.00033719     	|500            	|  0.16859        	|  0.012718       	|
on_train_batch_start               	|  0.00010966     	|1000           	|  0.10966        	|  0.0082727      	|
on_batch_start                     	|  4.4062e-05     	|1000           	|  0.044062       	|  0.0033239      	|
on_train_end                       	|  0.042389       	|1              	|  0.042389       	|  0.0031977      	|
on_after_backward                  	|  2.402e-05      	|1000           	|  0.02402        	|  0.001812       	|
on_pretrain_routine_start          	|  0.023604       	|1              	|  0.023604       	|  0.0017806      	|
on_before_zero_grad                	|  2.2246e-05     	|1000           	|  0.022246       	|  0.0016782      	|
on_before_optimizer_step           	|  1.6578e-05     	|1000           	|  0.016578       	|  0.0012506      	|
on_batch_end                       	|  1.561e-05      	|1000           	|  0.01561        	|  0.0011776      	|
on_before_backward                 	|  1.4912e-05     	|1000           	|  0.014912       	|  0.001125       	|
configure_optimizers               	|  0.010745       	|1              	|  0.010745       	|  0.00081054     	|
training_step_end                  	|  8.6776e-06     	|1000           	|  0.0086776      	|  0.00065462     	|
on_epoch_end                       	|  1.1335e-05     	|500            	|  0.0056676      	|  0.00042755     	|
on_epoch_start                     	|  1.1129e-05     	|500            	|  0.0055645      	|  0.00041978     	|
on_train_start                     	|  0.0024536      	|1              	|  0.0024536      	|  0.0001851      	|
on_fit_end                         	|  6.6128e-05     	|1              	|  6.6128e-05     	|  4.9885e-06     	|
on_fit_start                       	|  4.4437e-05     	|1              	|  4.4437e-05     	|  3.3522e-06     	|
on_pretrain_routine_end            	|  3.3384e-05     	|1              	|  3.3384e-05     	|  2.5184e-06     	|
on_before_accelerator_backend_setup	|  2.6345e-05     	|1              	|  2.6345e-05     	|  1.9874e-06     	|
on_configure_sharded_model         	|  2.3484e-05     	|1              	|  2.3484e-05     	|  1.7716e-06     	|
setup                              	|  2.3013e-05     	|1              	|  2.3013e-05     	|  1.736e-06      	|
teardown                           	|  1.5156e-05     	|1              	|  1.5156e-05     	|  1.1434e-06     	|
configure_callbacks                	|  9.6653e-06     	|1              	|  9.6653e-06     	|  7.2912e-07     	|
prepare_data                       	|  7.8939e-06     	|1              	|  7.8939e-06     	|  5.9549e-07     	|
on_val_dataloader                  	|  7.0911e-06     	|1              	|  7.0911e-06     	|  5.3493e-07     	|
on_train_dataloader                	|  6.3274e-06     	|1              	|  6.3274e-06     	|  4.7732e-07     	|
configure_sharded_model            	|  6.1113e-06     	|1              	|  6.1113e-06     	|  4.6102e-07     	|
