FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1680.2         	|  100 %          	|
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run_training_epoch                 	|  26.307         	|63             	|  1657.3         	|  98.636         	|
run_training_batch                 	|  0.2028         	|8000           	|  1622.4         	|  96.56          	|
training_step_and_backward         	|  0.19167        	|8000           	|  1533.3         	|  91.258         	|
model_forward                      	|  0.10739        	|8000           	|  859.09         	|  51.13          	|
training_step                      	|  0.10725        	|8000           	|  858.03         	|  51.066         	|
backward                           	|  0.084097       	|8000           	|  672.78         	|  40.041         	|
optimizer_step_with_closure_0      	|  0.25051        	|1000           	|  250.51         	|  14.909         	|
get_train_batch                    	|  0.0022525      	|8063           	|  18.162         	|  1.0809         	|
fetch_next_train_batch             	|  0.0022358      	|8063           	|  18.027         	|  1.0729         	|
on_train_batch_end                 	|  0.0010794      	|8000           	|  8.6354         	|  0.51394        	|
training_batch_to_device           	|  0.00021533     	|8000           	|  1.7226         	|  0.10252        	|
zero_grad                          	|  0.0013326      	|1000           	|  1.3326         	|  0.07931        	|
on_train_batch_start               	|  9.0856e-05     	|8000           	|  0.72685        	|  0.043259       	|
on_batch_start                     	|  1.4844e-05     	|8000           	|  0.11875        	|  0.0070676      	|
on_batch_end                       	|  1.3583e-05     	|8000           	|  0.10866        	|  0.0064672      	|
on_before_backward                 	|  1.2506e-05     	|8000           	|  0.10004        	|  0.0059542      	|
on_after_backward                  	|  1.244e-05      	|8000           	|  0.099518       	|  0.0059229      	|
training_step_end                  	|  5.7912e-06     	|8000           	|  0.04633        	|  0.0027574      	|
on_train_end                       	|  0.025866       	|1              	|  0.025866       	|  0.0015394      	|
on_pretrain_routine_start          	|  0.022976       	|1              	|  0.022976       	|  0.0013674      	|
on_train_epoch_start               	|  0.00029311     	|63             	|  0.018466       	|  0.001099       	|
on_train_epoch_end                 	|  0.00027491     	|63             	|  0.017319       	|  0.0010308      	|
on_before_zero_grad                	|  1.5052e-05     	|1000           	|  0.015052       	|  0.00089584     	|
on_before_optimizer_step           	|  1.2144e-05     	|1000           	|  0.012144       	|  0.00072274     	|
configure_optimizers               	|  0.0077698      	|1              	|  0.0077698      	|  0.00046243     	|
on_train_start                     	|  0.00079457     	|1              	|  0.00079457     	|  4.7289e-05     	|
on_epoch_end                       	|  1.0821e-05     	|63             	|  0.00068173     	|  4.0574e-05     	|
on_epoch_start                     	|  1.0678e-05     	|63             	|  0.00067268     	|  4.0035e-05     	|
on_fit_end                         	|  2.1801e-05     	|1              	|  2.1801e-05     	|  1.2975e-06     	|
on_before_accelerator_backend_setup	|  1.9967e-05     	|1              	|  1.9967e-05     	|  1.1883e-06     	|
setup                              	|  1.9075e-05     	|1              	|  1.9075e-05     	|  1.1353e-06     	|
on_configure_sharded_model         	|  1.7903e-05     	|1              	|  1.7903e-05     	|  1.0655e-06     	|
on_fit_start                       	|  1.6872e-05     	|1              	|  1.6872e-05     	|  1.0042e-06     	|
teardown                           	|  1.107e-05      	|1              	|  1.107e-05      	|  6.5885e-07     	|
on_pretrain_routine_end            	|  1.0059e-05     	|1              	|  1.0059e-05     	|  5.9867e-07     	|
prepare_data                       	|  7.7749e-06     	|1              	|  7.7749e-06     	|  4.6273e-07     	|
configure_callbacks                	|  6.1921e-06     	|1              	|  6.1921e-06     	|  3.6853e-07     	|
configure_sharded_model            	|  5.0589e-06     	|1              	|  5.0589e-06     	|  3.0109e-07     	|
on_val_dataloader                  	|  4.8589e-06     	|1              	|  4.8589e-06     	|  2.8918e-07     	|
on_train_dataloader                	|  4.1879e-06     	|1              	|  4.1879e-06     	|  2.4925e-07     	|
