FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1683.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.355         	|63             	|  1660.4         	|  98.625         	|
run_training_batch                 	|  0.20319        	|8000           	|  1625.5         	|  96.555         	|
training_step_and_backward         	|  0.19211        	|8000           	|  1536.9         	|  91.292         	|
model_forward                      	|  0.10788        	|8000           	|  863.03         	|  51.264         	|
training_step                      	|  0.10775        	|8000           	|  861.98         	|  51.202         	|
backward                           	|  0.084053       	|8000           	|  672.43         	|  39.942         	|
optimizer_step_with_closure_0      	|  0.25097        	|1000           	|  250.97         	|  14.908         	|
get_train_batch                    	|  0.0022536      	|8063           	|  18.171         	|  1.0794         	|
fetch_next_train_batch             	|  0.002237       	|8063           	|  18.037         	|  1.0714         	|
on_train_batch_end                 	|  0.0010793      	|8000           	|  8.6347         	|  0.5129         	|
training_batch_to_device           	|  0.00021347     	|8000           	|  1.7078         	|  0.10144        	|
zero_grad                          	|  0.0012977      	|1000           	|  1.2977         	|  0.077085       	|
on_train_batch_start               	|  9.039e-05      	|8000           	|  0.72312        	|  0.042953       	|
on_batch_start                     	|  1.4468e-05     	|8000           	|  0.11574        	|  0.006875       	|
on_before_backward                 	|  1.3481e-05     	|8000           	|  0.10785        	|  0.0064061      	|
on_batch_end                       	|  1.329e-05      	|8000           	|  0.10632        	|  0.0063155      	|
on_after_backward                  	|  1.2269e-05     	|8000           	|  0.098149       	|  0.0058301      	|
training_step_end                  	|  5.5129e-06     	|8000           	|  0.044103       	|  0.0026197      	|
on_train_end                       	|  0.025916       	|1              	|  0.025916       	|  0.0015394      	|
on_pretrain_routine_start          	|  0.022918       	|1              	|  0.022918       	|  0.0013613      	|
on_train_epoch_start               	|  0.0002884      	|63             	|  0.018169       	|  0.0010792      	|
on_train_epoch_end                 	|  0.00027315     	|63             	|  0.017209       	|  0.0010222      	|
on_before_zero_grad                	|  1.4705e-05     	|1000           	|  0.014705       	|  0.00087346     	|
on_before_optimizer_step           	|  1.226e-05      	|1000           	|  0.01226        	|  0.00072826     	|
configure_optimizers               	|  0.0083483      	|1              	|  0.0083483      	|  0.00049589     	|
on_train_start                     	|  0.00080967     	|1              	|  0.00080967     	|  4.8095e-05     	|
on_epoch_start                     	|  1.1065e-05     	|63             	|  0.0006971      	|  4.1408e-05     	|
on_epoch_end                       	|  1.0034e-05     	|63             	|  0.00063213     	|  3.7549e-05     	|
on_fit_end                         	|  2.5537e-05     	|1              	|  2.5537e-05     	|  1.5169e-06     	|
setup                              	|  2.5248e-05     	|1              	|  2.5248e-05     	|  1.4997e-06     	|
on_before_accelerator_backend_setup	|  2.3945e-05     	|1              	|  2.3945e-05     	|  1.4223e-06     	|
on_fit_start                       	|  1.6641e-05     	|1              	|  1.6641e-05     	|  9.8849e-07     	|
on_configure_sharded_model         	|  1.62e-05       	|1              	|  1.62e-05       	|  9.6229e-07     	|
on_pretrain_routine_end            	|  1.1923e-05     	|1              	|  1.1923e-05     	|  7.0823e-07     	|
teardown                           	|  9.9479e-06     	|1              	|  9.9479e-06     	|  5.9091e-07     	|
prepare_data                       	|  8.747e-06      	|1              	|  8.747e-06      	|  5.1957e-07     	|
configure_callbacks                	|  6.1609e-06     	|1              	|  6.1609e-06     	|  3.6596e-07     	|
configure_sharded_model            	|  4.739e-06      	|1              	|  4.739e-06      	|  2.815e-07      	|
on_val_dataloader                  	|  4.258e-06      	|1              	|  4.258e-06      	|  2.5293e-07     	|
on_train_dataloader                	|  4.1381e-06     	|1              	|  4.1381e-06     	|  2.458e-07      	|
