FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  350.98         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.301         	|25             	|  332.52         	|  94.74          	|
run_training_batch                 	|  0.27341        	|1000           	|  273.41         	|  77.898         	|
optimizer_step_with_closure_0      	|  0.27016        	|1000           	|  270.16         	|  76.973         	|
training_step_and_backward         	|  0.20833        	|1000           	|  208.33         	|  59.357         	|
backward                           	|  0.10516        	|1000           	|  105.16         	|  29.963         	|
model_forward                      	|  0.10167        	|1000           	|  101.67         	|  28.967         	|
training_step                      	|  0.10149        	|1000           	|  101.49         	|  28.914         	|
get_train_batch                    	|  0.014014       	|1025           	|  14.364         	|  4.0925         	|
fetch_next_train_batch             	|  0.013991       	|1025           	|  14.34          	|  4.0858         	|
on_train_batch_end                 	|  0.0020751      	|1000           	|  2.0751         	|  0.59123        	|
zero_grad                          	|  0.0014666      	|1000           	|  1.4666         	|  0.41787        	|
training_batch_to_device           	|  0.00026206     	|1000           	|  0.26206        	|  0.074664       	|
on_train_batch_start               	|  9.2091e-05     	|1000           	|  0.092091       	|  0.026238       	|
on_train_end                       	|  0.042103       	|1              	|  0.042103       	|  0.011996       	|
on_before_zero_grad                	|  3.4089e-05     	|1000           	|  0.034089       	|  0.0097123      	|
on_after_backward                  	|  2.4909e-05     	|1000           	|  0.024909       	|  0.0070969      	|
on_pretrain_routine_start          	|  0.023602       	|1              	|  0.023602       	|  0.0067246      	|
on_batch_start                     	|  1.9789e-05     	|1000           	|  0.019789       	|  0.005638       	|
on_batch_end                       	|  1.7527e-05     	|1000           	|  0.017527       	|  0.0049937      	|
on_before_optimizer_step           	|  1.3668e-05     	|1000           	|  0.013668       	|  0.0038943      	|
on_before_backward                 	|  1.2763e-05     	|1000           	|  0.012763       	|  0.0036364      	|
on_train_epoch_start               	|  0.00040189     	|25             	|  0.010047       	|  0.0028626      	|
on_train_epoch_end                 	|  0.00038952     	|25             	|  0.0097379      	|  0.0027745      	|
configure_optimizers               	|  0.0087171      	|1              	|  0.0087171      	|  0.0024836      	|
training_step_end                  	|  7.2149e-06     	|1000           	|  0.0072149      	|  0.0020556      	|
on_train_start                     	|  0.00069982     	|1              	|  0.00069982     	|  0.00019939     	|
on_epoch_end                       	|  1.191e-05      	|25             	|  0.00029775     	|  8.4833e-05     	|
on_epoch_start                     	|  1.1425e-05     	|25             	|  0.00028562     	|  8.1378e-05     	|
setup                              	|  2.6502e-05     	|1              	|  2.6502e-05     	|  7.5507e-06     	|
on_fit_end                         	|  2.6084e-05     	|1              	|  2.6084e-05     	|  7.4318e-06     	|
on_before_accelerator_backend_setup	|  2.2095e-05     	|1              	|  2.2095e-05     	|  6.2951e-06     	|
on_configure_sharded_model         	|  2.0405e-05     	|1              	|  2.0405e-05     	|  5.8137e-06     	|
on_fit_start                       	|  1.8016e-05     	|1              	|  1.8016e-05     	|  5.1329e-06     	|
prepare_data                       	|  1.4544e-05     	|1              	|  1.4544e-05     	|  4.1437e-06     	|
on_pretrain_routine_end            	|  1.4253e-05     	|1              	|  1.4253e-05     	|  4.0609e-06     	|
teardown                           	|  1.3996e-05     	|1              	|  1.3996e-05     	|  3.9876e-06     	|
configure_sharded_model            	|  8.2832e-06     	|1              	|  8.2832e-06     	|  2.36e-06       	|
on_train_dataloader                	|  7.3519e-06     	|1              	|  7.3519e-06     	|  2.0946e-06     	|
on_val_dataloader                  	|  6.6478e-06     	|1              	|  6.6478e-06     	|  1.894e-06      	|
configure_callbacks                	|  5.4967e-06     	|1              	|  5.4967e-06     	|  1.5661e-06     	|
