FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1718.5         	|  100 %          	|
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run_training_epoch                 	|  3.3898         	|500            	|  1694.9         	|  98.626         	|
run_training_batch                 	|  0.20086        	|8000           	|  1606.9         	|  93.502         	|
training_step_and_backward         	|  0.18957        	|8000           	|  1516.6         	|  88.249         	|
model_forward                      	|  0.10655        	|8000           	|  852.4          	|  49.6           	|
training_step                      	|  0.10641        	|8000           	|  851.3          	|  49.537         	|
backward                           	|  0.082832       	|8000           	|  662.65         	|  38.559         	|
optimizer_step_with_closure_0      	|  0.24764        	|1000           	|  247.64         	|  14.41          	|
get_train_batch                    	|  0.0068218      	|8500           	|  57.985         	|  3.3741         	|
fetch_next_train_batch             	|  0.0068025      	|8500           	|  57.821         	|  3.3646         	|
on_train_batch_end                 	|  0.0011284      	|8000           	|  9.0274         	|  0.5253         	|
training_batch_to_device           	|  0.00023453     	|8000           	|  1.8762         	|  0.10918        	|
zero_grad                          	|  0.0013741      	|1000           	|  1.3741         	|  0.079959       	|
on_train_batch_start               	|  9.2362e-05     	|8000           	|  0.73889        	|  0.042996       	|
on_train_epoch_start               	|  0.00030471     	|500            	|  0.15235        	|  0.0088654      	|
on_batch_start                     	|  1.7016e-05     	|8000           	|  0.13613        	|  0.0079211      	|
on_train_epoch_end                 	|  0.00026989     	|500            	|  0.13495        	|  0.0078524      	|
on_before_backward                 	|  1.3218e-05     	|8000           	|  0.10574        	|  0.006153       	|
on_batch_end                       	|  1.318e-05      	|8000           	|  0.10544        	|  0.0061354      	|
on_after_backward                  	|  1.2246e-05     	|8000           	|  0.097965       	|  0.0057005      	|
training_step_end                  	|  5.8438e-06     	|8000           	|  0.046751       	|  0.0027204      	|
on_train_end                       	|  0.024805       	|1              	|  0.024805       	|  0.0014434      	|
on_pretrain_routine_start          	|  0.02277        	|1              	|  0.02277        	|  0.001325       	|
on_before_zero_grad                	|  2.2525e-05     	|1000           	|  0.022525       	|  0.0013107      	|
on_before_optimizer_step           	|  1.5815e-05     	|1000           	|  0.015815       	|  0.00092028     	|
configure_optimizers               	|  0.0083568      	|1              	|  0.0083568      	|  0.00048628     	|
on_epoch_start                     	|  1.0792e-05     	|500            	|  0.0053959      	|  0.00031399     	|
on_epoch_end                       	|  1.0537e-05     	|500            	|  0.0052687      	|  0.00030658     	|
on_train_start                     	|  0.00072383     	|1              	|  0.00072383     	|  4.2119e-05     	|
on_fit_end                         	|  2.3103e-05     	|1              	|  2.3103e-05     	|  1.3443e-06     	|
on_before_accelerator_backend_setup	|  2.1851e-05     	|1              	|  2.1851e-05     	|  1.2715e-06     	|
setup                              	|  2.16e-05       	|1              	|  2.16e-05       	|  1.2569e-06     	|
on_fit_start                       	|  1.608e-05      	|1              	|  1.608e-05      	|  9.3568e-07     	|
on_configure_sharded_model         	|  1.595e-05      	|1              	|  1.595e-05      	|  9.2812e-07     	|
teardown                           	|  1.0379e-05     	|1              	|  1.0379e-05     	|  6.0395e-07     	|
on_pretrain_routine_end            	|  9.7681e-06     	|1              	|  9.7681e-06     	|  5.684e-07      	|
prepare_data                       	|  7.935e-06      	|1              	|  7.935e-06      	|  4.6173e-07     	|
configure_callbacks                	|  6.4319e-06     	|1              	|  6.4319e-06     	|  3.7427e-07     	|
configure_sharded_model            	|  4.799e-06      	|1              	|  4.799e-06      	|  2.7925e-07     	|
on_val_dataloader                  	|  4.378e-06      	|1              	|  4.378e-06      	|  2.5475e-07     	|
on_train_dataloader                	|  4.248e-06      	|1              	|  4.248e-06      	|  2.4719e-07     	|
