FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  657.06         	|  100 %          	|
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run_training_epoch                 	|  3.7563         	|167            	|  627.3          	|  95.471         	|
run_training_batch                 	|  0.25618        	|1000           	|  256.18         	|  38.989         	|
optimizer_step_with_closure_0      	|  0.2523         	|1000           	|  252.3          	|  38.398         	|
training_step_and_backward         	|  0.19172        	|1000           	|  191.72         	|  29.178         	|
model_forward                      	|  0.097472       	|1000           	|  97.472         	|  14.835         	|
training_step                      	|  0.097296       	|1000           	|  97.296         	|  14.808         	|
backward                           	|  0.092889       	|1000           	|  92.889         	|  14.137         	|
get_train_batch                    	|  0.064333       	|1167           	|  75.076         	|  11.426         	|
fetch_next_train_batch             	|  0.064305       	|1167           	|  75.044         	|  11.421         	|
on_train_batch_end                 	|  0.0019343      	|1000           	|  1.9343         	|  0.29439        	|
zero_grad                          	|  0.0013253      	|1000           	|  1.3253         	|  0.20171        	|
training_batch_to_device           	|  0.00036689     	|1000           	|  0.36689        	|  0.055839       	|
on_train_batch_start               	|  9.5484e-05     	|1000           	|  0.095484       	|  0.014532       	|
on_train_epoch_start               	|  0.00033735     	|167            	|  0.056338       	|  0.0085743      	|
on_train_epoch_end                 	|  0.00031479     	|167            	|  0.05257        	|  0.0080008      	|
on_train_end                       	|  0.044997       	|1              	|  0.044997       	|  0.0068483      	|
on_batch_start                     	|  2.8405e-05     	|1000           	|  0.028405       	|  0.004323       	|
on_pretrain_routine_start          	|  0.021842       	|1              	|  0.021842       	|  0.0033241      	|
on_after_backward                  	|  1.8691e-05     	|1000           	|  0.018691       	|  0.0028447      	|
on_before_zero_grad                	|  1.5999e-05     	|1000           	|  0.015999       	|  0.0024349      	|
on_batch_end                       	|  1.4655e-05     	|1000           	|  0.014655       	|  0.0022303      	|
on_before_optimizer_step           	|  1.2012e-05     	|1000           	|  0.012012       	|  0.0018281      	|
on_before_backward                 	|  1.181e-05      	|1000           	|  0.01181        	|  0.0017974      	|
configure_optimizers               	|  0.010388       	|1              	|  0.010388       	|  0.001581       	|
training_step_end                  	|  6.6542e-06     	|1000           	|  0.0066542      	|  0.0010127      	|
on_epoch_start                     	|  1.1464e-05     	|167            	|  0.0019146      	|  0.00029138     	|
on_epoch_end                       	|  1.0951e-05     	|167            	|  0.0018288      	|  0.00027834     	|
on_train_start                     	|  0.0017603      	|1              	|  0.0017603      	|  0.00026791     	|
on_fit_end                         	|  6.0059e-05     	|1              	|  6.0059e-05     	|  9.1406e-06     	|
on_fit_start                       	|  4.5719e-05     	|1              	|  4.5719e-05     	|  6.9581e-06     	|
on_before_accelerator_backend_setup	|  2.9648e-05     	|1              	|  2.9648e-05     	|  4.5122e-06     	|
setup                              	|  2.9223e-05     	|1              	|  2.9223e-05     	|  4.4476e-06     	|
on_configure_sharded_model         	|  2.1715e-05     	|1              	|  2.1715e-05     	|  3.3048e-06     	|
teardown                           	|  1.7479e-05     	|1              	|  1.7479e-05     	|  2.6602e-06     	|
configure_callbacks                	|  1.1873e-05     	|1              	|  1.1873e-05     	|  1.8069e-06     	|
on_pretrain_routine_end            	|  1.1591e-05     	|1              	|  1.1591e-05     	|  1.7641e-06     	|
prepare_data                       	|  1.0574e-05     	|1              	|  1.0574e-05     	|  1.6093e-06     	|
configure_sharded_model            	|  7.5009e-06     	|1              	|  7.5009e-06     	|  1.1416e-06     	|
on_train_dataloader                	|  7.4841e-06     	|1              	|  7.4841e-06     	|  1.139e-06      	|
on_val_dataloader                  	|  6.2194e-06     	|1              	|  6.2194e-06     	|  9.4655e-07     	|
