FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1673.5         	|  100 %          	|
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run_training_epoch                 	|  26.198         	|63             	|  1650.5         	|  98.622         	|
run_training_batch                 	|  0.20193        	|8000           	|  1615.5         	|  96.531         	|
training_step_and_backward         	|  0.19023        	|8000           	|  1521.8         	|  90.934         	|
model_forward                      	|  0.10805        	|8000           	|  864.39         	|  51.651         	|
training_step                      	|  0.10792        	|8000           	|  863.33         	|  51.587         	|
backward                           	|  0.082          	|8000           	|  656.0          	|  39.199         	|
optimizer_step_with_closure_0      	|  0.24786        	|1000           	|  247.86         	|  14.811         	|
get_train_batch                    	|  0.0022522      	|8063           	|  18.16          	|  1.0851         	|
fetch_next_train_batch             	|  0.0022356      	|8063           	|  18.026         	|  1.0771         	|
on_train_batch_end                 	|  0.0010977      	|8000           	|  8.7817         	|  0.52474        	|
training_batch_to_device           	|  0.00021408     	|8000           	|  1.7126         	|  0.10234        	|
zero_grad                          	|  0.0012702      	|1000           	|  1.2702         	|  0.075899       	|
on_train_batch_start               	|  8.9811e-05     	|8000           	|  0.71849        	|  0.042933       	|
on_batch_start                     	|  1.4372e-05     	|8000           	|  0.11497        	|  0.0068701      	|
on_batch_end                       	|  1.3684e-05     	|8000           	|  0.10947        	|  0.0065412      	|
on_before_backward                 	|  1.2701e-05     	|8000           	|  0.10161        	|  0.0060717      	|
on_after_backward                  	|  1.2322e-05     	|8000           	|  0.098576       	|  0.0058904      	|
training_step_end                  	|  5.5444e-06     	|8000           	|  0.044355       	|  0.0026504      	|
on_train_end                       	|  0.026013       	|1              	|  0.026013       	|  0.0015544      	|
on_pretrain_routine_start          	|  0.022277       	|1              	|  0.022277       	|  0.0013312      	|
on_train_epoch_start               	|  0.00029892     	|63             	|  0.018832       	|  0.0011253      	|
on_train_epoch_end                 	|  0.00028497     	|63             	|  0.017953       	|  0.0010728      	|
on_before_zero_grad                	|  1.437e-05      	|1000           	|  0.01437        	|  0.00085867     	|
on_before_optimizer_step           	|  1.1152e-05     	|1000           	|  0.011152       	|  0.00066641     	|
configure_optimizers               	|  0.0083113      	|1              	|  0.0083113      	|  0.00049663     	|
on_train_start                     	|  0.00075107     	|1              	|  0.00075107     	|  4.488e-05      	|
on_epoch_end                       	|  1.0428e-05     	|63             	|  0.00065695     	|  3.9256e-05     	|
on_epoch_start                     	|  1.0282e-05     	|63             	|  0.00064776     	|  3.8706e-05     	|
on_fit_end                         	|  2.4496e-05     	|1              	|  2.4496e-05     	|  1.4637e-06     	|
setup                              	|  2.1851e-05     	|1              	|  2.1851e-05     	|  1.3057e-06     	|
on_before_accelerator_backend_setup	|  2.0819e-05     	|1              	|  2.0819e-05     	|  1.244e-06      	|
on_fit_start                       	|  1.643e-05      	|1              	|  1.643e-05      	|  9.8176e-07     	|
on_configure_sharded_model         	|  1.578e-05      	|1              	|  1.578e-05      	|  9.4291e-07     	|
teardown                           	|  1.0319e-05     	|1              	|  1.0319e-05     	|  6.1661e-07     	|
on_pretrain_routine_end            	|  9.679e-06      	|1              	|  9.679e-06      	|  5.7836e-07     	|
prepare_data                       	|  7.9251e-06     	|1              	|  7.9251e-06     	|  4.7356e-07     	|
configure_callbacks                	|  5.8201e-06     	|1              	|  5.8201e-06     	|  3.4777e-07     	|
on_val_dataloader                  	|  4.3781e-06     	|1              	|  4.3781e-06     	|  2.6161e-07     	|
configure_sharded_model            	|  4.3381e-06     	|1              	|  4.3381e-06     	|  2.5922e-07     	|
on_train_dataloader                	|  4.3381e-06     	|1              	|  4.3381e-06     	|  2.5922e-07     	|
