FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1690.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.469         	|63             	|  1667.6         	|  98.642         	|
run_training_batch                 	|  0.20404        	|8000           	|  1632.3         	|  96.557         	|
training_step_and_backward         	|  0.19289        	|8000           	|  1543.1         	|  91.283         	|
model_forward                      	|  0.10733        	|8000           	|  858.68         	|  50.794         	|
training_step                      	|  0.1072         	|8000           	|  857.62         	|  50.731         	|
backward                           	|  0.085373       	|8000           	|  682.98         	|  40.401         	|
optimizer_step_with_closure_0      	|  0.25291        	|1000           	|  252.91         	|  14.96          	|
get_train_batch                    	|  0.0022676      	|8063           	|  18.284         	|  1.0816         	|
fetch_next_train_batch             	|  0.0022513      	|8063           	|  18.152         	|  1.0738         	|
on_train_batch_end                 	|  0.0010984      	|8000           	|  8.7872         	|  0.5198         	|
training_batch_to_device           	|  0.00021385     	|8000           	|  1.7108         	|  0.1012         	|
zero_grad                          	|  0.001336       	|1000           	|  1.336          	|  0.079031       	|
on_train_batch_start               	|  8.9244e-05     	|8000           	|  0.71395        	|  0.042233       	|
on_batch_start                     	|  1.5725e-05     	|8000           	|  0.1258         	|  0.0074414      	|
on_batch_end                       	|  1.3453e-05     	|8000           	|  0.10762        	|  0.0063662      	|
on_before_backward                 	|  1.2775e-05     	|8000           	|  0.1022         	|  0.0060454      	|
on_after_backward                  	|  1.1718e-05     	|8000           	|  0.09374        	|  0.0055451      	|
training_step_end                  	|  5.69e-06       	|8000           	|  0.04552        	|  0.0026927      	|
on_train_end                       	|  0.025276       	|1              	|  0.025276       	|  0.0014952      	|
on_pretrain_routine_start          	|  0.022822       	|1              	|  0.022822       	|  0.00135        	|
on_train_epoch_start               	|  0.00030095     	|63             	|  0.01896        	|  0.0011216      	|
on_train_epoch_end                 	|  0.00029665     	|63             	|  0.018689       	|  0.0011055      	|
on_before_zero_grad                	|  1.4473e-05     	|1000           	|  0.014473       	|  0.00085614     	|
on_before_optimizer_step           	|  1.1943e-05     	|1000           	|  0.011943       	|  0.00070647     	|
configure_optimizers               	|  0.0084415      	|1              	|  0.0084415      	|  0.00049935     	|
on_train_start                     	|  0.00075425     	|1              	|  0.00075425     	|  4.4617e-05     	|
on_epoch_start                     	|  1.0806e-05     	|63             	|  0.00068076     	|  4.0269e-05     	|
on_epoch_end                       	|  1.0609e-05     	|63             	|  0.00066838     	|  3.9537e-05     	|
on_before_accelerator_backend_setup	|  2.3474e-05     	|1              	|  2.3474e-05     	|  1.3886e-06     	|
setup                              	|  2.1561e-05     	|1              	|  2.1561e-05     	|  1.2754e-06     	|
on_fit_end                         	|  2.1099e-05     	|1              	|  2.1099e-05     	|  1.2481e-06     	|
on_configure_sharded_model         	|  1.7704e-05     	|1              	|  1.7704e-05     	|  1.0473e-06     	|
on_fit_start                       	|  1.6691e-05     	|1              	|  1.6691e-05     	|  9.8733e-07     	|
teardown                           	|  1.0059e-05     	|1              	|  1.0059e-05     	|  5.9503e-07     	|
on_pretrain_routine_end            	|  9.9291e-06     	|1              	|  9.9291e-06     	|  5.8734e-07     	|
prepare_data                       	|  7.9849e-06     	|1              	|  7.9849e-06     	|  4.7234e-07     	|
configure_callbacks                	|  5.8711e-06     	|1              	|  5.8711e-06     	|  3.473e-07      	|
on_train_dataloader                	|  5.2701e-06     	|1              	|  5.2701e-06     	|  3.1175e-07     	|
configure_sharded_model            	|  4.6492e-06     	|1              	|  4.6492e-06     	|  2.7502e-07     	|
on_val_dataloader                  	|  4.228e-06      	|1              	|  4.228e-06      	|  2.501e-07      	|
