FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  434.41         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.5339         	|63             	|  411.64         	|  94.759         	|
run_training_batch                 	|  0.27246        	|1000           	|  272.46         	|  62.721         	|
optimizer_step_with_closure_0      	|  0.26918        	|1000           	|  269.18         	|  61.964         	|
training_step_and_backward         	|  0.20523        	|1000           	|  205.23         	|  47.244         	|
model_forward                      	|  0.10344        	|1000           	|  103.44         	|  23.812         	|
training_step                      	|  0.10325        	|1000           	|  103.25         	|  23.769         	|
backward                           	|  0.10028        	|1000           	|  100.28         	|  23.086         	|
get_train_batch                    	|  0.030863       	|1063           	|  32.807         	|  7.5521         	|
fetch_next_train_batch             	|  0.03084        	|1063           	|  32.782         	|  7.5465         	|
on_train_batch_end                 	|  0.0021694      	|1000           	|  2.1694         	|  0.4994         	|
zero_grad                          	|  0.0014735      	|1000           	|  1.4735         	|  0.33921        	|
training_batch_to_device           	|  0.00026136     	|1000           	|  0.26136        	|  0.060164       	|
on_train_batch_start               	|  0.00010042     	|1000           	|  0.10042        	|  0.023116       	|
on_train_end                       	|  0.059223       	|1              	|  0.059223       	|  0.013633       	|
on_after_backward                  	|  2.4989e-05     	|1000           	|  0.024989       	|  0.0057524      	|
on_pretrain_routine_start          	|  0.022363       	|1              	|  0.022363       	|  0.0051479      	|
on_train_epoch_end                 	|  0.00033916     	|63             	|  0.021367       	|  0.0049187      	|
on_batch_start                     	|  2.1017e-05     	|1000           	|  0.021017       	|  0.004838       	|
on_train_epoch_start               	|  0.00032109     	|63             	|  0.020229       	|  0.0046567      	|
on_before_zero_grad                	|  1.9066e-05     	|1000           	|  0.019066       	|  0.0043889      	|
on_batch_end                       	|  1.6069e-05     	|1000           	|  0.016069       	|  0.003699       	|
on_before_optimizer_step           	|  1.3293e-05     	|1000           	|  0.013293       	|  0.0030602      	|
on_before_backward                 	|  1.3198e-05     	|1000           	|  0.013198       	|  0.0030381      	|
configure_optimizers               	|  0.013136       	|1              	|  0.013136       	|  0.0030239      	|
training_step_end                  	|  7.7279e-06     	|1000           	|  0.0077279      	|  0.001779       	|
on_train_start                     	|  0.0011015      	|1              	|  0.0011015      	|  0.00025358     	|
on_epoch_start                     	|  1.1799e-05     	|63             	|  0.00074332     	|  0.00017111     	|
on_epoch_end                       	|  1.1466e-05     	|63             	|  0.00072233     	|  0.00016628     	|
on_fit_end                         	|  5.9064e-05     	|1              	|  5.9064e-05     	|  1.3597e-05     	|
on_fit_start                       	|  4.2615e-05     	|1              	|  4.2615e-05     	|  9.8101e-06     	|
setup                              	|  3.2658e-05     	|1              	|  3.2658e-05     	|  7.5178e-06     	|
on_before_accelerator_backend_setup	|  2.8281e-05     	|1              	|  2.8281e-05     	|  6.5102e-06     	|
on_configure_sharded_model         	|  2.3356e-05     	|1              	|  2.3356e-05     	|  5.3765e-06     	|
on_pretrain_routine_end            	|  1.8986e-05     	|1              	|  1.8986e-05     	|  4.3706e-06     	|
teardown                           	|  1.5443e-05     	|1              	|  1.5443e-05     	|  3.555e-06      	|
prepare_data                       	|  1.3608e-05     	|1              	|  1.3608e-05     	|  3.1327e-06     	|
configure_sharded_model            	|  8.2478e-06     	|1              	|  8.2478e-06     	|  1.8986e-06     	|
on_val_dataloader                  	|  7.6145e-06     	|1              	|  7.6145e-06     	|  1.7529e-06     	|
configure_callbacks                	|  7.4841e-06     	|1              	|  7.4841e-06     	|  1.7228e-06     	|
on_train_dataloader                	|  6.2883e-06     	|1              	|  6.2883e-06     	|  1.4476e-06     	|
