FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1315.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5977         	|500            	|  1298.8         	|  98.768         	|
run_training_batch                 	|  0.26873        	|1000           	|  268.73         	|  20.435         	|
optimizer_step_with_closure_0      	|  0.26484        	|1000           	|  264.84         	|  20.139         	|
get_train_batch                    	|  0.14191        	|1500           	|  212.87         	|  16.187         	|
fetch_next_train_batch             	|  0.14187        	|1500           	|  212.81         	|  16.183         	|
training_step_and_backward         	|  0.1966         	|1000           	|  196.6          	|  14.95          	|
model_forward                      	|  0.10259        	|1000           	|  102.59         	|  7.8013         	|
training_step                      	|  0.10238        	|1000           	|  102.38         	|  7.7851         	|
backward                           	|  0.092461       	|1000           	|  92.461         	|  7.031          	|
on_train_batch_end                 	|  0.0019656      	|1000           	|  1.9656         	|  0.14947        	|
zero_grad                          	|  0.0015101      	|1000           	|  1.5101         	|  0.11483        	|
training_batch_to_device           	|  0.00070084     	|1000           	|  0.70084        	|  0.053294       	|
on_train_epoch_start               	|  0.00032088     	|500            	|  0.16044        	|  0.0122         	|
on_train_epoch_end                 	|  0.00031953     	|500            	|  0.15976        	|  0.012149       	|
on_train_batch_start               	|  0.00011172     	|1000           	|  0.11172        	|  0.0084952      	|
on_train_end                       	|  0.070059       	|1              	|  0.070059       	|  0.0053275      	|
on_batch_start                     	|  4.8629e-05     	|1000           	|  0.048629       	|  0.0036979      	|
on_before_zero_grad                	|  2.2664e-05     	|1000           	|  0.022664       	|  0.0017234      	|
on_after_backward                  	|  2.1681e-05     	|1000           	|  0.021681       	|  0.0016487      	|
on_pretrain_routine_start          	|  0.021307       	|1              	|  0.021307       	|  0.0016203      	|
on_batch_end                       	|  1.7455e-05     	|1000           	|  0.017455       	|  0.0013273      	|
on_before_optimizer_step           	|  1.2784e-05     	|1000           	|  0.012784       	|  0.00097214     	|
on_before_backward                 	|  1.1711e-05     	|1000           	|  0.011711       	|  0.00089055     	|
configure_optimizers               	|  0.0097023      	|1              	|  0.0097023      	|  0.00073779     	|
training_step_end                  	|  8.5162e-06     	|1000           	|  0.0085162      	|  0.00064759     	|
on_epoch_start                     	|  1.0607e-05     	|500            	|  0.0053037      	|  0.00040331     	|
on_epoch_end                       	|  1.0537e-05     	|500            	|  0.0052686      	|  0.00040064     	|
on_train_start                     	|  0.00095405     	|1              	|  0.00095405     	|  7.2549e-05     	|
on_fit_end                         	|  7.5784e-05     	|1              	|  7.5784e-05     	|  5.7628e-06     	|
on_fit_start                       	|  3.979e-05      	|1              	|  3.979e-05      	|  3.0257e-06     	|
on_before_accelerator_backend_setup	|  2.0197e-05     	|1              	|  2.0197e-05     	|  1.5358e-06     	|
setup                              	|  1.8992e-05     	|1              	|  1.8992e-05     	|  1.4442e-06     	|
on_configure_sharded_model         	|  1.8645e-05     	|1              	|  1.8645e-05     	|  1.4178e-06     	|
teardown                           	|  1.521e-05      	|1              	|  1.521e-05      	|  1.1566e-06     	|
on_pretrain_routine_end            	|  1.3951e-05     	|1              	|  1.3951e-05     	|  1.0609e-06     	|
prepare_data                       	|  7.8473e-06     	|1              	|  7.8473e-06     	|  5.9673e-07     	|
on_val_dataloader                  	|  6.7521e-06     	|1              	|  6.7521e-06     	|  5.1345e-07     	|
configure_callbacks                	|  6.6888e-06     	|1              	|  6.6888e-06     	|  5.0863e-07     	|
on_train_dataloader                	|  6.3144e-06     	|1              	|  6.3144e-06     	|  4.8016e-07     	|
configure_sharded_model            	|  6.1393e-06     	|1              	|  6.1393e-06     	|  4.6685e-07     	|
