FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1774.1         	|  100 %          	|
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run_training_epoch                 	|  3.5012         	|500            	|  1750.6         	|  98.676         	|
run_training_batch                 	|  0.20786        	|8000           	|  1662.9         	|  93.73          	|
training_step_and_backward         	|  0.19617        	|8000           	|  1569.4         	|  88.461         	|
model_forward                      	|  0.11154        	|8000           	|  892.33         	|  50.297         	|
training_step                      	|  0.1114         	|8000           	|  891.22         	|  50.235         	|
backward                           	|  0.084444       	|8000           	|  675.55         	|  38.078         	|
optimizer_step_with_closure_0      	|  0.25452        	|1000           	|  254.52         	|  14.346         	|
get_train_batch                    	|  0.0068156      	|8500           	|  57.932         	|  3.2654         	|
fetch_next_train_batch             	|  0.006796       	|8500           	|  57.766         	|  3.2561         	|
on_train_batch_end                 	|  0.0010998      	|8000           	|  8.7985         	|  0.49594        	|
training_batch_to_device           	|  0.00023751     	|8000           	|  1.9001         	|  0.1071         	|
zero_grad                          	|  0.0013591      	|1000           	|  1.3591         	|  0.076607       	|
on_train_batch_start               	|  9.2696e-05     	|8000           	|  0.74157        	|  0.0418         	|
on_train_epoch_start               	|  0.00028714     	|500            	|  0.14357        	|  0.0080925      	|
on_batch_start                     	|  1.7588e-05     	|8000           	|  0.1407         	|  0.0079308      	|
on_train_epoch_end                 	|  0.00025901     	|500            	|  0.1295         	|  0.0072998      	|
on_batch_end                       	|  1.3899e-05     	|8000           	|  0.11119        	|  0.0062677      	|
on_before_backward                 	|  1.2787e-05     	|8000           	|  0.1023         	|  0.0057663      	|
on_after_backward                  	|  1.1747e-05     	|8000           	|  0.093973       	|  0.005297       	|
training_step_end                  	|  6.5295e-06     	|8000           	|  0.052236       	|  0.0029443      	|
on_train_end                       	|  0.024155       	|1              	|  0.024155       	|  0.0013615      	|
on_pretrain_routine_start          	|  0.022543       	|1              	|  0.022543       	|  0.0012707      	|
on_before_zero_grad                	|  2.0724e-05     	|1000           	|  0.020724       	|  0.0011681      	|
on_before_optimizer_step           	|  1.6452e-05     	|1000           	|  0.016452       	|  0.00092737     	|
configure_optimizers               	|  0.0082069      	|1              	|  0.0082069      	|  0.0004626      	|
on_epoch_start                     	|  1.0974e-05     	|500            	|  0.0054869      	|  0.00030928     	|
on_epoch_end                       	|  9.9519e-06     	|500            	|  0.0049759      	|  0.00028048     	|
on_train_start                     	|  0.00071265     	|1              	|  0.00071265     	|  4.017e-05      	|
on_fit_end                         	|  2.1611e-05     	|1              	|  2.1611e-05     	|  1.2181e-06     	|
setup                              	|  2.13e-05       	|1              	|  2.13e-05       	|  1.2006e-06     	|
on_before_accelerator_backend_setup	|  2.0749e-05     	|1              	|  2.0749e-05     	|  1.1695e-06     	|
on_configure_sharded_model         	|  1.7152e-05     	|1              	|  1.7152e-05     	|  9.668e-07      	|
on_fit_start                       	|  1.6571e-05     	|1              	|  1.6571e-05     	|  9.3405e-07     	|
on_pretrain_routine_end            	|  1.042e-05      	|1              	|  1.042e-05      	|  5.8734e-07     	|
teardown                           	|  1.0199e-05     	|1              	|  1.0199e-05     	|  5.7488e-07     	|
prepare_data                       	|  8.516e-06      	|1              	|  8.516e-06      	|  4.8002e-07     	|
configure_callbacks                	|  5.7099e-06     	|1              	|  5.7099e-06     	|  3.2185e-07     	|
configure_sharded_model            	|  5.219e-06      	|1              	|  5.219e-06      	|  2.9418e-07     	|
on_val_dataloader                  	|  4.438e-06      	|1              	|  4.438e-06      	|  2.5015e-07     	|
on_train_dataloader                	|  4.1879e-06     	|1              	|  4.1879e-06     	|  2.3606e-07     	|
