FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1692.4         	|  100 %          	|
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run_training_epoch                 	|  26.497         	|63             	|  1669.3         	|  98.638         	|
run_training_batch                 	|  0.20423        	|8000           	|  1633.9         	|  96.543         	|
training_step_and_backward         	|  0.19303        	|8000           	|  1544.2         	|  91.247         	|
model_forward                      	|  0.10828        	|8000           	|  866.25         	|  51.186         	|
training_step                      	|  0.10815        	|8000           	|  865.17         	|  51.122         	|
backward                           	|  0.084566       	|8000           	|  676.52         	|  39.975         	|
optimizer_step_with_closure_0      	|  0.2508         	|1000           	|  250.8          	|  14.819         	|
get_train_batch                    	|  0.0022832      	|8063           	|  18.409         	|  1.0878         	|
fetch_next_train_batch             	|  0.0022667      	|8063           	|  18.276         	|  1.0799         	|
on_train_batch_end                 	|  0.0011068      	|8000           	|  8.854          	|  0.52317        	|
training_batch_to_device           	|  0.00021485     	|8000           	|  1.7188         	|  0.10156        	|
zero_grad                          	|  0.0013125      	|1000           	|  1.3125         	|  0.077556       	|
on_train_batch_start               	|  9.0844e-05     	|8000           	|  0.72675        	|  0.042942       	|
on_batch_start                     	|  1.5017e-05     	|8000           	|  0.12013        	|  0.0070985      	|
on_batch_end                       	|  1.3455e-05     	|8000           	|  0.10764        	|  0.0063604      	|
on_before_backward                 	|  1.3167e-05     	|8000           	|  0.10534        	|  0.0062241      	|
on_after_backward                  	|  1.1943e-05     	|8000           	|  0.095546       	|  0.0056457      	|
training_step_end                  	|  6.0129e-06     	|8000           	|  0.048103       	|  0.0028424      	|
on_train_end                       	|  0.02487        	|1              	|  0.02487        	|  0.0014695      	|
on_pretrain_routine_start          	|  0.022471       	|1              	|  0.022471       	|  0.0013278      	|
on_train_epoch_start               	|  0.00030653     	|63             	|  0.019311       	|  0.0011411      	|
on_train_epoch_end                 	|  0.00028811     	|63             	|  0.018151       	|  0.0010725      	|
on_before_zero_grad                	|  1.4941e-05     	|1000           	|  0.014941       	|  0.00088284     	|
on_before_optimizer_step           	|  1.2036e-05     	|1000           	|  0.012036       	|  0.00071121     	|
configure_optimizers               	|  0.0090547      	|1              	|  0.0090547      	|  0.00053503     	|
on_train_start                     	|  0.00080982     	|1              	|  0.00080982     	|  4.7851e-05     	|
on_epoch_end                       	|  1.0952e-05     	|63             	|  0.00068997     	|  4.0769e-05     	|
on_epoch_start                     	|  1.0893e-05     	|63             	|  0.00068624     	|  4.0549e-05     	|
setup                              	|  2.5258e-05     	|1              	|  2.5258e-05     	|  1.4925e-06     	|
on_before_accelerator_backend_setup	|  2.2151e-05     	|1              	|  2.2151e-05     	|  1.3089e-06     	|
on_fit_end                         	|  2.102e-05      	|1              	|  2.102e-05      	|  1.242e-06      	|
on_configure_sharded_model         	|  1.8955e-05     	|1              	|  1.8955e-05     	|  1.12e-06       	|
on_fit_start                       	|  1.7342e-05     	|1              	|  1.7342e-05     	|  1.0247e-06     	|
teardown                           	|  1.093e-05      	|1              	|  1.093e-05      	|  6.4584e-07     	|
on_pretrain_routine_end            	|  1.061e-05      	|1              	|  1.061e-05      	|  6.2692e-07     	|
prepare_data                       	|  8.2459e-06     	|1              	|  8.2459e-06     	|  4.8724e-07     	|
configure_callbacks                	|  6.6929e-06     	|1              	|  6.6929e-06     	|  3.9548e-07     	|
configure_sharded_model            	|  5.2799e-06     	|1              	|  5.2799e-06     	|  3.1198e-07     	|
on_val_dataloader                  	|  4.8089e-06     	|1              	|  4.8089e-06     	|  2.8415e-07     	|
on_train_dataloader                	|  4.1879e-06     	|1              	|  4.1879e-06     	|  2.4746e-07     	|
