FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  535.3          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.1081         	|63             	|  510.81         	|  95.425         	|
run_training_batch                 	|  0.37528        	|1000           	|  375.28         	|  70.105         	|
optimizer_step_with_closure_0      	|  0.37265        	|1000           	|  372.65         	|  69.615         	|
training_step_and_backward         	|  0.26588        	|1000           	|  265.88         	|  49.669         	|
model_forward                      	|  0.13742        	|1000           	|  137.42         	|  25.672         	|
training_step                      	|  0.13725        	|1000           	|  137.25         	|  25.639         	|
backward                           	|  0.12695        	|1000           	|  126.95         	|  23.715         	|
get_train_batch                    	|  0.028804       	|1063           	|  30.618         	|  5.7198         	|
fetch_next_train_batch             	|  0.028781       	|1063           	|  30.594         	|  5.7153         	|
on_train_batch_end                 	|  0.0017998      	|1000           	|  1.7998         	|  0.33622        	|
zero_grad                          	|  0.0014797      	|1000           	|  1.4797         	|  0.27643        	|
training_batch_to_device           	|  0.00026895     	|1000           	|  0.26895        	|  0.050243       	|
on_train_batch_start               	|  9.6068e-05     	|1000           	|  0.096068       	|  0.017947       	|
on_train_end                       	|  0.043463       	|1              	|  0.043463       	|  0.0081194      	|
on_train_epoch_start               	|  0.00035272     	|63             	|  0.022221       	|  0.0041512      	|
on_pretrain_routine_start          	|  0.022065       	|1              	|  0.022065       	|  0.004122       	|
on_train_epoch_end                 	|  0.00034892     	|63             	|  0.021982       	|  0.0041065      	|
on_batch_start                     	|  2.0426e-05     	|1000           	|  0.020426       	|  0.0038157      	|
on_after_backward                  	|  1.968e-05      	|1000           	|  0.01968        	|  0.0036764      	|
on_before_zero_grad                	|  1.5349e-05     	|1000           	|  0.015349       	|  0.0028674      	|
on_batch_end                       	|  1.528e-05      	|1000           	|  0.01528        	|  0.0028545      	|
on_before_optimizer_step           	|  1.2726e-05     	|1000           	|  0.012726       	|  0.0023774      	|
on_before_backward                 	|  1.2718e-05     	|1000           	|  0.012718       	|  0.0023759      	|
configure_optimizers               	|  0.010781       	|1              	|  0.010781       	|  0.0020139      	|
training_step_end                  	|  7.1375e-06     	|1000           	|  0.0071375      	|  0.0013334      	|
on_train_start                     	|  0.0020197      	|1              	|  0.0020197      	|  0.0003773      	|
on_epoch_end                       	|  1.1858e-05     	|63             	|  0.00074705     	|  0.00013956     	|
on_epoch_start                     	|  1.0503e-05     	|63             	|  0.0006617      	|  0.00012361     	|
on_fit_end                         	|  6.0415e-05     	|1              	|  6.0415e-05     	|  1.1286e-05     	|
on_fit_start                       	|  5.326e-05      	|1              	|  5.326e-05      	|  9.9496e-06     	|
on_before_accelerator_backend_setup	|  2.7599e-05     	|1              	|  2.7599e-05     	|  5.1557e-06     	|
setup                              	|  2.2091e-05     	|1              	|  2.2091e-05     	|  4.1268e-06     	|
on_configure_sharded_model         	|  2.0932e-05     	|1              	|  2.0932e-05     	|  3.9104e-06     	|
teardown                           	|  1.5199e-05     	|1              	|  1.5199e-05     	|  2.8394e-06     	|
on_pretrain_routine_end            	|  1.2478e-05     	|1              	|  1.2478e-05     	|  2.331e-06      	|
configure_callbacks                	|  8.5216e-06     	|1              	|  8.5216e-06     	|  1.5919e-06     	|
prepare_data                       	|  8.3391e-06     	|1              	|  8.3391e-06     	|  1.5578e-06     	|
on_train_dataloader                	|  8.3335e-06     	|1              	|  8.3335e-06     	|  1.5568e-06     	|
configure_sharded_model            	|  6.1616e-06     	|1              	|  6.1616e-06     	|  1.1511e-06     	|
on_val_dataloader                  	|  5.953e-06      	|1              	|  5.953e-06      	|  1.1121e-06     	|
