FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1575.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.2916         	|167            	|  1551.7         	|  98.523         	|
run_training_batch                 	|  0.18759        	|8000           	|  1500.7         	|  95.286         	|
training_step_and_backward         	|  0.17737        	|8000           	|  1418.9         	|  90.093         	|
model_forward                      	|  0.094269       	|8000           	|  754.15         	|  47.884         	|
training_step                      	|  0.094132       	|8000           	|  753.06         	|  47.814         	|
backward                           	|  0.082908       	|8000           	|  663.27         	|  42.113         	|
optimizer_step_with_closure_0      	|  0.23639        	|1000           	|  236.39         	|  15.009         	|
get_train_batch                    	|  0.0038252      	|8167           	|  31.241         	|  1.9836         	|
fetch_next_train_batch             	|  0.0038078      	|8167           	|  31.098         	|  1.9745         	|
on_train_batch_end                 	|  0.0010982      	|8000           	|  8.7857         	|  0.55783        	|
training_batch_to_device           	|  0.00021641     	|8000           	|  1.7313         	|  0.10993        	|
zero_grad                          	|  0.0013588      	|1000           	|  1.3588         	|  0.086274       	|
on_train_batch_start               	|  9.314e-05      	|8000           	|  0.74512        	|  0.047311       	|
on_batch_start                     	|  1.5627e-05     	|8000           	|  0.12502        	|  0.0079377      	|
on_batch_end                       	|  1.3473e-05     	|8000           	|  0.10778        	|  0.0068435      	|
on_before_backward                 	|  1.2956e-05     	|8000           	|  0.10365        	|  0.0065812      	|
on_after_backward                  	|  1.1857e-05     	|8000           	|  0.094857       	|  0.0060228      	|
on_train_epoch_start               	|  0.00029365     	|167            	|  0.04904        	|  0.0031137      	|
training_step_end                  	|  5.9009e-06     	|8000           	|  0.047207       	|  0.0029973      	|
on_train_epoch_end                 	|  0.00026628     	|167            	|  0.044469       	|  0.0028235      	|
on_train_end                       	|  0.024698       	|1              	|  0.024698       	|  0.0015681      	|
on_pretrain_routine_start          	|  0.024679       	|1              	|  0.024679       	|  0.0015669      	|
on_before_zero_grad                	|  1.5588e-05     	|1000           	|  0.015588       	|  0.00098976     	|
on_before_optimizer_step           	|  1.3e-05        	|1000           	|  0.013          	|  0.00082542     	|
configure_optimizers               	|  0.0091469      	|1              	|  0.0091469      	|  0.00058077     	|
on_epoch_start                     	|  1.0728e-05     	|167            	|  0.0017916      	|  0.00011375     	|
on_epoch_end                       	|  1.0431e-05     	|167            	|  0.001742       	|  0.0001106      	|
on_train_start                     	|  0.0007662      	|1              	|  0.0007662      	|  4.8649e-05     	|
on_fit_end                         	|  2.1039e-05     	|1              	|  2.1039e-05     	|  1.3358e-06     	|
on_before_accelerator_backend_setup	|  2.096e-05      	|1              	|  2.096e-05      	|  1.3308e-06     	|
on_fit_start                       	|  1.7533e-05     	|1              	|  1.7533e-05     	|  1.1132e-06     	|
setup                              	|  1.4748e-05     	|1              	|  1.4748e-05     	|  9.364e-07      	|
on_configure_sharded_model         	|  1.3425e-05     	|1              	|  1.3425e-05     	|  8.5239e-07     	|
teardown                           	|  1.2213e-05     	|1              	|  1.2213e-05     	|  7.7546e-07     	|
on_pretrain_routine_end            	|  1.059e-05      	|1              	|  1.059e-05      	|  6.7239e-07     	|
prepare_data                       	|  8.496e-06      	|1              	|  8.496e-06      	|  5.3944e-07     	|
configure_callbacks                	|  7.234e-06      	|1              	|  7.234e-06      	|  4.5932e-07     	|
on_val_dataloader                  	|  5.2301e-06     	|1              	|  5.2301e-06     	|  3.3208e-07     	|
configure_sharded_model            	|  4.5879e-06     	|1              	|  4.5879e-06     	|  2.913e-07      	|
on_train_dataloader                	|  4.458e-06      	|1              	|  4.458e-06      	|  2.8305e-07     	|
