FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1533.8         	|  100 %          	|
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run_training_epoch                 	|  23.982         	|63             	|  1510.8         	|  98.505         	|
run_training_batch                 	|  0.18447        	|8000           	|  1475.8         	|  96.219         	|
training_step_and_backward         	|  0.17435        	|8000           	|  1394.8         	|  90.94          	|
model_forward                      	|  0.092393       	|8000           	|  739.15         	|  48.191         	|
training_step                      	|  0.092261       	|8000           	|  738.08         	|  48.122         	|
backward                           	|  0.081774       	|8000           	|  654.19         	|  42.653         	|
optimizer_step_with_closure_0      	|  0.23311        	|1000           	|  233.11         	|  15.199         	|
get_train_batch                    	|  0.0022738      	|8063           	|  18.333         	|  1.1953         	|
fetch_next_train_batch             	|  0.0022573      	|8063           	|  18.2           	|  1.1866         	|
on_train_batch_end                 	|  0.0010743      	|8000           	|  8.5943         	|  0.56033        	|
training_batch_to_device           	|  0.00021261     	|8000           	|  1.7009         	|  0.11089        	|
zero_grad                          	|  0.0013274      	|1000           	|  1.3274         	|  0.086545       	|
on_train_batch_start               	|  9.1768e-05     	|8000           	|  0.73414        	|  0.047865       	|
on_batch_start                     	|  1.4882e-05     	|8000           	|  0.11906        	|  0.0077623      	|
on_batch_end                       	|  1.3183e-05     	|8000           	|  0.10546        	|  0.0068761      	|
on_before_backward                 	|  1.2621e-05     	|8000           	|  0.10097        	|  0.0065832      	|
on_after_backward                  	|  1.1404e-05     	|8000           	|  0.091231       	|  0.0059481      	|
training_step_end                  	|  5.664e-06      	|8000           	|  0.045312       	|  0.0029543      	|
on_train_end                       	|  0.025097       	|1              	|  0.025097       	|  0.0016363      	|
on_pretrain_routine_start          	|  0.023399       	|1              	|  0.023399       	|  0.0015256      	|
on_train_epoch_start               	|  0.00029296     	|63             	|  0.018457       	|  0.0012034      	|
on_train_epoch_end                 	|  0.00028909     	|63             	|  0.018213       	|  0.0011874      	|
on_before_zero_grad                	|  1.4114e-05     	|1000           	|  0.014114       	|  0.00092024     	|
on_before_optimizer_step           	|  1.1876e-05     	|1000           	|  0.011876       	|  0.00077433     	|
configure_optimizers               	|  0.0078024      	|1              	|  0.0078024      	|  0.00050871     	|
on_train_start                     	|  0.00072911     	|1              	|  0.00072911     	|  4.7537e-05     	|
on_epoch_start                     	|  1.0991e-05     	|63             	|  0.00069244     	|  4.5146e-05     	|
on_epoch_end                       	|  1.0525e-05     	|63             	|  0.0006631      	|  4.3233e-05     	|
on_fit_end                         	|  2.2181e-05     	|1              	|  2.2181e-05     	|  1.4462e-06     	|
on_before_accelerator_backend_setup	|  1.9567e-05     	|1              	|  1.9567e-05     	|  1.2757e-06     	|
on_fit_start                       	|  1.621e-05      	|1              	|  1.621e-05      	|  1.0569e-06     	|
on_configure_sharded_model         	|  1.3556e-05     	|1              	|  1.3556e-05     	|  8.8382e-07     	|
setup                              	|  1.3135e-05     	|1              	|  1.3135e-05     	|  8.5638e-07     	|
prepare_data                       	|  1.1061e-05     	|1              	|  1.1061e-05     	|  7.2117e-07     	|
teardown                           	|  1.0329e-05     	|1              	|  1.0329e-05     	|  6.7344e-07     	|
on_pretrain_routine_end            	|  9.9589e-06     	|1              	|  9.9589e-06     	|  6.493e-07      	|
configure_callbacks                	|  6.4019e-06     	|1              	|  6.4019e-06     	|  4.174e-07      	|
configure_sharded_model            	|  4.5879e-06     	|1              	|  4.5879e-06     	|  2.9913e-07     	|
on_train_dataloader                	|  4.3081e-06     	|1              	|  4.3081e-06     	|  2.8088e-07     	|
on_val_dataloader                  	|  4.218e-06      	|1              	|  4.218e-06      	|  2.7501e-07     	|
