FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  509.21         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.7398         	|63             	|  487.61         	|  95.757         	|
run_training_batch                 	|  0.37353        	|1000           	|  373.53         	|  73.354         	|
optimizer_step_with_closure_0      	|  0.37053        	|1000           	|  370.53         	|  72.764         	|
training_step_and_backward         	|  0.26643        	|1000           	|  266.43         	|  52.321         	|
model_forward                      	|  0.13517        	|1000           	|  135.17         	|  26.544         	|
training_step                      	|  0.13498        	|1000           	|  134.98         	|  26.507         	|
backward                           	|  0.12982        	|1000           	|  129.82         	|  25.495         	|
get_train_batch                    	|  0.024238       	|1063           	|  25.765         	|  5.0597         	|
fetch_next_train_batch             	|  0.024179       	|1063           	|  25.702         	|  5.0475         	|
on_train_batch_end                 	|  0.0021553      	|1000           	|  2.1553         	|  0.42326        	|
zero_grad                          	|  0.0013998      	|1000           	|  1.3998         	|  0.2749         	|
training_batch_to_device           	|  0.00031258     	|1000           	|  0.31258        	|  0.061386       	|
on_train_batch_start               	|  9.6153e-05     	|1000           	|  0.096153       	|  0.018883       	|
on_train_end                       	|  0.047096       	|1              	|  0.047096       	|  0.0092488      	|
on_train_epoch_start               	|  0.00040599     	|63             	|  0.025577       	|  0.0050229      	|
on_train_epoch_end                 	|  0.00039915     	|63             	|  0.025147       	|  0.0049383      	|
on_after_backward                  	|  2.428e-05      	|1000           	|  0.02428        	|  0.0047681      	|
on_pretrain_routine_start          	|  0.022874       	|1              	|  0.022874       	|  0.0044921      	|
on_batch_start                     	|  2.1044e-05     	|1000           	|  0.021044       	|  0.0041327      	|
on_before_zero_grad                	|  1.7172e-05     	|1000           	|  0.017172       	|  0.0033723      	|
on_batch_end                       	|  1.59e-05       	|1000           	|  0.0159         	|  0.0031224      	|
on_before_optimizer_step           	|  1.3809e-05     	|1000           	|  0.013809       	|  0.0027118      	|
on_before_backward                 	|  1.2663e-05     	|1000           	|  0.012663       	|  0.0024868      	|
configure_optimizers               	|  0.010339       	|1              	|  0.010339       	|  0.0020304      	|
training_step_end                  	|  7.2062e-06     	|1000           	|  0.0072062      	|  0.0014152      	|
on_train_start                     	|  0.001766       	|1              	|  0.001766       	|  0.0003468      	|
on_epoch_end                       	|  1.2579e-05     	|63             	|  0.00079245     	|  0.00015562     	|
on_epoch_start                     	|  1.1461e-05     	|63             	|  0.00072201     	|  0.00014179     	|
setup                              	|  6.0134e-05     	|1              	|  6.0134e-05     	|  1.1809e-05     	|
on_fit_end                         	|  4.9938e-05     	|1              	|  4.9938e-05     	|  9.8068e-06     	|
on_fit_start                       	|  4.256e-05      	|1              	|  4.256e-05      	|  8.3579e-06     	|
on_before_accelerator_backend_setup	|  2.8303e-05     	|1              	|  2.8303e-05     	|  5.5582e-06     	|
on_configure_sharded_model         	|  2.4941e-05     	|1              	|  2.4941e-05     	|  4.8979e-06     	|
teardown                           	|  2.1344e-05     	|1              	|  2.1344e-05     	|  4.1916e-06     	|
on_pretrain_routine_end            	|  1.2893e-05     	|1              	|  1.2893e-05     	|  2.532e-06      	|
prepare_data                       	|  9.4548e-06     	|1              	|  9.4548e-06     	|  1.8567e-06     	|
on_val_dataloader                  	|  8.367e-06      	|1              	|  8.367e-06      	|  1.6431e-06     	|
configure_callbacks                	|  8.0634e-06     	|1              	|  8.0634e-06     	|  1.5835e-06     	|
on_train_dataloader                	|  7.2494e-06     	|1              	|  7.2494e-06     	|  1.4237e-06     	|
configure_sharded_model            	|  6.6739e-06     	|1              	|  6.6739e-06     	|  1.3106e-06     	|
