FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1542.7         	|  100 %          	|
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run_training_epoch                 	|  24.121         	|63             	|  1519.6         	|  98.504         	|
run_training_batch                 	|  0.18559        	|8000           	|  1484.7         	|  96.241         	|
training_step_and_backward         	|  0.17555        	|8000           	|  1404.4         	|  91.036         	|
model_forward                      	|  0.092434       	|8000           	|  739.47         	|  47.934         	|
training_step                      	|  0.092303       	|8000           	|  738.42         	|  47.866         	|
backward                           	|  0.082933       	|8000           	|  663.46         	|  43.007         	|
optimizer_step_with_closure_0      	|  0.23338        	|1000           	|  233.38         	|  15.128         	|
get_train_batch                    	|  0.002253       	|8063           	|  18.166         	|  1.1776         	|
fetch_next_train_batch             	|  0.002237       	|8063           	|  18.037         	|  1.1692         	|
on_train_batch_end                 	|  0.0010821      	|8000           	|  8.6564         	|  0.56113        	|
training_batch_to_device           	|  0.00021124     	|8000           	|  1.6899         	|  0.10955        	|
zero_grad                          	|  0.0013153      	|1000           	|  1.3153         	|  0.085261       	|
on_train_batch_start               	|  8.9351e-05     	|8000           	|  0.71481        	|  0.046336       	|
on_batch_start                     	|  1.4671e-05     	|8000           	|  0.11737        	|  0.0076081      	|
on_batch_end                       	|  1.2863e-05     	|8000           	|  0.1029         	|  0.0066704      	|
on_before_backward                 	|  1.2605e-05     	|8000           	|  0.10084        	|  0.0065366      	|
on_after_backward                  	|  1.1427e-05     	|8000           	|  0.091417       	|  0.0059259      	|
training_step_end                  	|  5.6028e-06     	|8000           	|  0.044823       	|  0.0029055      	|
on_train_end                       	|  0.025115       	|1              	|  0.025115       	|  0.001628       	|
on_pretrain_routine_start          	|  0.023008       	|1              	|  0.023008       	|  0.0014915      	|
on_train_epoch_start               	|  0.00029651     	|63             	|  0.01868        	|  0.0012109      	|
on_train_epoch_end                 	|  0.00027457     	|63             	|  0.017298       	|  0.0011213      	|
on_before_zero_grad                	|  1.3983e-05     	|1000           	|  0.013983       	|  0.00090642     	|
on_before_optimizer_step           	|  1.1459e-05     	|1000           	|  0.011459       	|  0.00074282     	|
configure_optimizers               	|  0.0089006      	|1              	|  0.0089006      	|  0.00057696     	|
on_train_start                     	|  0.00073376     	|1              	|  0.00073376     	|  4.7564e-05     	|
on_epoch_start                     	|  1.06e-05       	|63             	|  0.00066782     	|  4.329e-05      	|
on_epoch_end                       	|  1.0246e-05     	|63             	|  0.00064553     	|  4.1845e-05     	|
on_fit_end                         	|  2.2512e-05     	|1              	|  2.2512e-05     	|  1.4593e-06     	|
on_before_accelerator_backend_setup	|  2.125e-05      	|1              	|  2.125e-05      	|  1.3775e-06     	|
on_fit_start                       	|  1.9397e-05     	|1              	|  1.9397e-05     	|  1.2574e-06     	|
on_configure_sharded_model         	|  1.3695e-05     	|1              	|  1.3695e-05     	|  8.8775e-07     	|
setup                              	|  1.2964e-05     	|1              	|  1.2964e-05     	|  8.4036e-07     	|
on_pretrain_routine_end            	|  1.0219e-05     	|1              	|  1.0219e-05     	|  6.6242e-07     	|
teardown                           	|  1.0189e-05     	|1              	|  1.0189e-05     	|  6.6049e-07     	|
prepare_data                       	|  8.496e-06      	|1              	|  8.496e-06      	|  5.5073e-07     	|
configure_callbacks                	|  6.5821e-06     	|1              	|  6.5821e-06     	|  4.2667e-07     	|
on_val_dataloader                  	|  5.0599e-06     	|1              	|  5.0599e-06     	|  3.2799e-07     	|
configure_sharded_model            	|  4.5791e-06     	|1              	|  4.5791e-06     	|  2.9683e-07     	|
on_train_dataloader                	|  4.3169e-06     	|1              	|  4.3169e-06     	|  2.7983e-07     	|
