FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1571.6         	|  100 %          	|
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run_training_epoch                 	|  9.2653         	|167            	|  1547.3         	|  98.456         	|
run_training_batch                 	|  0.1874         	|8000           	|  1499.2         	|  95.395         	|
training_step_and_backward         	|  0.17731        	|8000           	|  1418.5         	|  90.261         	|
model_forward                      	|  0.094142       	|8000           	|  753.14         	|  47.923         	|
training_step                      	|  0.094006       	|8000           	|  752.05         	|  47.854         	|
backward                           	|  0.082983       	|8000           	|  663.87         	|  42.243         	|
optimizer_step_with_closure_0      	|  0.23563        	|1000           	|  235.63         	|  14.993         	|
get_train_batch                    	|  0.0034134      	|8167           	|  27.877         	|  1.7739         	|
fetch_next_train_batch             	|  0.0033958      	|8167           	|  27.734         	|  1.7647         	|
on_train_batch_end                 	|  0.0010824      	|8000           	|  8.6593         	|  0.551          	|
training_batch_to_device           	|  0.00021772     	|8000           	|  1.7418         	|  0.11083        	|
zero_grad                          	|  0.0013478      	|1000           	|  1.3478         	|  0.085764       	|
on_train_batch_start               	|  9.093e-05      	|8000           	|  0.72744        	|  0.046288       	|
on_batch_start                     	|  1.5403e-05     	|8000           	|  0.12323        	|  0.0078411      	|
on_batch_end                       	|  1.3542e-05     	|8000           	|  0.10834        	|  0.0068935      	|
on_before_backward                 	|  1.3223e-05     	|8000           	|  0.10579        	|  0.0067314      	|
on_after_backward                  	|  1.2266e-05     	|8000           	|  0.098127       	|  0.0062439      	|
training_step_end                  	|  6.209e-06      	|8000           	|  0.049672       	|  0.0031607      	|
on_train_epoch_start               	|  0.00028141     	|167            	|  0.046996       	|  0.0029904      	|
on_train_epoch_end                 	|  0.00025778     	|167            	|  0.043049       	|  0.0027392      	|
on_train_end                       	|  0.025176       	|1              	|  0.025176       	|  0.001602       	|
on_pretrain_routine_start          	|  0.022964       	|1              	|  0.022964       	|  0.0014612      	|
on_before_zero_grad                	|  1.5865e-05     	|1000           	|  0.015865       	|  0.0010095      	|
on_before_optimizer_step           	|  1.3507e-05     	|1000           	|  0.013507       	|  0.00085946     	|
configure_optimizers               	|  0.0086417      	|1              	|  0.0086417      	|  0.00054988     	|
on_epoch_start                     	|  1.1238e-05     	|167            	|  0.0018768      	|  0.00011942     	|
on_epoch_end                       	|  1.0278e-05     	|167            	|  0.0017164      	|  0.00010921     	|
on_train_start                     	|  0.00075307     	|1              	|  0.00075307     	|  4.7919e-05     	|
on_before_accelerator_backend_setup	|  2.2863e-05     	|1              	|  2.2863e-05     	|  1.4548e-06     	|
on_fit_end                         	|  2.0188e-05     	|1              	|  2.0188e-05     	|  1.2846e-06     	|
on_fit_start                       	|  1.7563e-05     	|1              	|  1.7563e-05     	|  1.1175e-06     	|
on_configure_sharded_model         	|  1.4467e-05     	|1              	|  1.4467e-05     	|  9.2056e-07     	|
setup                              	|  1.3565e-05     	|1              	|  1.3565e-05     	|  8.6317e-07     	|
on_pretrain_routine_end            	|  1.3185e-05     	|1              	|  1.3185e-05     	|  8.3897e-07     	|
teardown                           	|  1.088e-05      	|1              	|  1.088e-05      	|  6.923e-07      	|
prepare_data                       	|  8.346e-06      	|1              	|  8.346e-06      	|  5.3107e-07     	|
configure_callbacks                	|  7.0641e-06     	|1              	|  7.0641e-06     	|  4.495e-07      	|
on_val_dataloader                  	|  4.8189e-06     	|1              	|  4.8189e-06     	|  3.0663e-07     	|
configure_sharded_model            	|  4.7891e-06     	|1              	|  4.7891e-06     	|  3.0474e-07     	|
on_train_dataloader                	|  4.1279e-06     	|1              	|  4.1279e-06     	|  2.6266e-07     	|
