FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1539.6         	|  100 %          	|
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run_training_epoch                 	|  72.209         	|21             	|  1516.4         	|  98.492         	|
run_training_batch                 	|  0.18578        	|8000           	|  1486.3         	|  96.535         	|
training_step_and_backward         	|  0.17573        	|8000           	|  1405.9         	|  91.312         	|
model_forward                      	|  0.093592       	|8000           	|  748.74         	|  48.631         	|
training_step                      	|  0.09346        	|8000           	|  747.68         	|  48.563         	|
backward                           	|  0.081958       	|8000           	|  655.66         	|  42.586         	|
optimizer_step_with_closure_0      	|  0.23309        	|1000           	|  233.09         	|  15.14          	|
get_train_batch                    	|  0.0018143      	|8021           	|  14.553         	|  0.9452         	|
fetch_next_train_batch             	|  0.0017978      	|8021           	|  14.42          	|  0.93663        	|
on_train_batch_end                 	|  0.0010746      	|8000           	|  8.5971         	|  0.5584         	|
training_batch_to_device           	|  0.00021299     	|8000           	|  1.7039         	|  0.11067        	|
zero_grad                          	|  0.0013144      	|1000           	|  1.3144         	|  0.085373       	|
on_train_batch_start               	|  9.0112e-05     	|8000           	|  0.72089        	|  0.046823       	|
on_batch_start                     	|  1.4636e-05     	|8000           	|  0.11709        	|  0.0076051      	|
on_batch_end                       	|  1.3614e-05     	|8000           	|  0.10891        	|  0.007074       	|
on_before_backward                 	|  1.3492e-05     	|8000           	|  0.10793        	|  0.0070103      	|
on_after_backward                  	|  1.1462e-05     	|8000           	|  0.091695       	|  0.0059557      	|
training_step_end                  	|  5.9719e-06     	|8000           	|  0.047775       	|  0.003103       	|
on_train_end                       	|  0.025748       	|1              	|  0.025748       	|  0.0016724      	|
on_pretrain_routine_start          	|  0.022452       	|1              	|  0.022452       	|  0.0014583      	|
on_before_zero_grad                	|  1.4735e-05     	|1000           	|  0.014735       	|  0.00095706     	|
on_before_optimizer_step           	|  1.1787e-05     	|1000           	|  0.011787       	|  0.00076556     	|
configure_optimizers               	|  0.0085609      	|1              	|  0.0085609      	|  0.00055604     	|
on_train_epoch_start               	|  0.00029167     	|21             	|  0.0061251      	|  0.00039783     	|
on_train_epoch_end                 	|  0.0002845      	|21             	|  0.0059744      	|  0.00038805     	|
on_train_start                     	|  0.00065849     	|1              	|  0.00065849     	|  4.277e-05      	|
on_epoch_end                       	|  1.1059e-05     	|21             	|  0.00023224     	|  1.5084e-05     	|
on_epoch_start                     	|  1.0846e-05     	|21             	|  0.00022776     	|  1.4794e-05     	|
on_fit_end                         	|  2.2622e-05     	|1              	|  2.2622e-05     	|  1.4693e-06     	|
on_before_accelerator_backend_setup	|  2.123e-05      	|1              	|  2.123e-05      	|  1.3789e-06     	|
on_fit_start                       	|  1.7363e-05     	|1              	|  1.7363e-05     	|  1.1277e-06     	|
setup                              	|  1.3816e-05     	|1              	|  1.3816e-05     	|  8.9738e-07     	|
on_configure_sharded_model         	|  1.3495e-05     	|1              	|  1.3495e-05     	|  8.7652e-07     	|
on_pretrain_routine_end            	|  1.0239e-05     	|1              	|  1.0239e-05     	|  6.6503e-07     	|
teardown                           	|  9.9689e-06     	|1              	|  9.9689e-06     	|  6.4749e-07     	|
prepare_data                       	|  7.6948e-06     	|1              	|  7.6948e-06     	|  4.9979e-07     	|
configure_callbacks                	|  6.6932e-06     	|1              	|  6.6932e-06     	|  4.3473e-07     	|
on_val_dataloader                  	|  4.709e-06      	|1              	|  4.709e-06      	|  3.0586e-07     	|
configure_sharded_model            	|  4.5679e-06     	|1              	|  4.5679e-06     	|  2.9669e-07     	|
on_train_dataloader                	|  4.478e-06      	|1              	|  4.478e-06      	|  2.9085e-07     	|
