FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1301.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.569          	|500            	|  1284.5         	|  98.698         	|
run_training_batch                 	|  0.26982        	|1000           	|  269.82         	|  20.732         	|
optimizer_step_with_closure_0      	|  0.2662         	|1000           	|  266.2          	|  20.454         	|
training_step_and_backward         	|  0.2052         	|1000           	|  205.2          	|  15.767         	|
get_train_batch                    	|  0.13517        	|1500           	|  202.75         	|  15.579         	|
fetch_next_train_batch             	|  0.13513        	|1500           	|  202.69         	|  15.574         	|
backward                           	|  0.10282        	|1000           	|  102.82         	|  7.9002         	|
model_forward                      	|  0.10095        	|1000           	|  100.95         	|  7.7567         	|
training_step                      	|  0.10072        	|1000           	|  100.72         	|  7.7392         	|
on_train_batch_end                 	|  0.0019413      	|1000           	|  1.9413         	|  0.14916        	|
zero_grad                          	|  0.0013869      	|1000           	|  1.3869         	|  0.10657        	|
training_batch_to_device           	|  0.00066423     	|1000           	|  0.66423        	|  0.051037       	|
on_train_epoch_end                 	|  0.00034636     	|500            	|  0.17318        	|  0.013306       	|
on_train_epoch_start               	|  0.00031904     	|500            	|  0.15952        	|  0.012257       	|
on_train_batch_start               	|  0.00010849     	|1000           	|  0.10849        	|  0.0083358      	|
on_batch_start                     	|  4.6945e-05     	|1000           	|  0.046945       	|  0.0036071      	|
on_train_end                       	|  0.043479       	|1              	|  0.043479       	|  0.0033407      	|
on_pretrain_routine_start          	|  0.0217         	|1              	|  0.0217         	|  0.0016673      	|
on_before_zero_grad                	|  2.1343e-05     	|1000           	|  0.021343       	|  0.0016399      	|
on_after_backward                  	|  1.9935e-05     	|1000           	|  0.019935       	|  0.0015317      	|
on_batch_end                       	|  1.6613e-05     	|1000           	|  0.016613       	|  0.0012765      	|
on_before_optimizer_step           	|  1.3617e-05     	|1000           	|  0.013617       	|  0.0010463      	|
on_before_backward                 	|  1.2565e-05     	|1000           	|  0.012565       	|  0.00096547     	|
configure_optimizers               	|  0.010159       	|1              	|  0.010159       	|  0.00078058     	|
training_step_end                  	|  8.5832e-06     	|1000           	|  0.0085832      	|  0.0006595      	|
on_epoch_end                       	|  1.099e-05      	|500            	|  0.005495       	|  0.00042222     	|
on_epoch_start                     	|  1.0654e-05     	|500            	|  0.005327       	|  0.0004093      	|
on_train_start                     	|  0.0010393      	|1              	|  0.0010393      	|  7.9856e-05     	|
on_fit_start                       	|  4.1647e-05     	|1              	|  4.1647e-05     	|  3.2e-06        	|
on_fit_end                         	|  4.0285e-05     	|1              	|  4.0285e-05     	|  3.0954e-06     	|
on_configure_sharded_model         	|  2.3006e-05     	|1              	|  2.3006e-05     	|  1.7677e-06     	|
on_before_accelerator_backend_setup	|  2.2976e-05     	|1              	|  2.2976e-05     	|  1.7654e-06     	|
setup                              	|  2.181e-05      	|1              	|  2.181e-05      	|  1.6758e-06     	|
on_pretrain_routine_end            	|  1.6533e-05     	|1              	|  1.6533e-05     	|  1.2703e-06     	|
teardown                           	|  1.6479e-05     	|1              	|  1.6479e-05     	|  1.2662e-06     	|
prepare_data                       	|  7.9926e-06     	|1              	|  7.9926e-06     	|  6.1412e-07     	|
on_train_dataloader                	|  7.6517e-06     	|1              	|  7.6517e-06     	|  5.8793e-07     	|
configure_callbacks                	|  6.9775e-06     	|1              	|  6.9775e-06     	|  5.3612e-07     	|
on_val_dataloader                  	|  6.7409e-06     	|1              	|  6.7409e-06     	|  5.1795e-07     	|
configure_sharded_model            	|  6.4317e-06     	|1              	|  6.4317e-06     	|  4.9419e-07     	|
