FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  394.39         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.705         	|25             	|  367.62         	|  93.212         	|
run_training_batch                 	|  0.35504        	|1000           	|  355.04         	|  90.023         	|
optimizer_step_with_closure_0      	|  0.35231        	|1000           	|  352.31         	|  89.331         	|
training_step_and_backward         	|  0.27347        	|1000           	|  273.47         	|  69.341         	|
model_forward                      	|  0.16194        	|1000           	|  161.94         	|  41.062         	|
training_step                      	|  0.16181        	|1000           	|  161.81         	|  41.027         	|
backward                           	|  0.11018        	|1000           	|  110.18         	|  27.937         	|
get_train_batch                    	|  0.0042406      	|1025           	|  4.3466         	|  1.1021         	|
fetch_next_train_batch             	|  0.0042235      	|1025           	|  4.3291         	|  1.0977         	|
zero_grad                          	|  0.0013258      	|1000           	|  1.3258         	|  0.33617        	|
on_train_batch_end                 	|  0.0012152      	|1000           	|  1.2152         	|  0.30812        	|
training_batch_to_device           	|  0.00023695     	|1000           	|  0.23695        	|  0.060079       	|
on_train_batch_start               	|  9.0766e-05     	|1000           	|  0.090766       	|  0.023014       	|
on_train_end                       	|  0.02352        	|1              	|  0.02352        	|  0.0059638      	|
on_pretrain_routine_start          	|  0.022335       	|1              	|  0.022335       	|  0.0056633      	|
on_batch_start                     	|  1.5584e-05     	|1000           	|  0.015584       	|  0.0039513      	|
on_batch_end                       	|  1.3079e-05     	|1000           	|  0.013079       	|  0.0033163      	|
on_before_zero_grad                	|  1.3051e-05     	|1000           	|  0.013051       	|  0.0033091      	|
on_before_backward                 	|  1.1614e-05     	|1000           	|  0.011614       	|  0.0029449      	|
on_after_backward                  	|  1.1411e-05     	|1000           	|  0.011411       	|  0.0028935      	|
on_before_optimizer_step           	|  1.0212e-05     	|1000           	|  0.010212       	|  0.0025892      	|
configure_optimizers               	|  0.0085423      	|1              	|  0.0085423      	|  0.002166       	|
on_train_epoch_end                 	|  0.00030414     	|25             	|  0.0076036      	|  0.0019279      	|
on_train_epoch_start               	|  0.00027835     	|25             	|  0.0069588      	|  0.0017644      	|
training_step_end                  	|  6.37e-06       	|1000           	|  0.00637        	|  0.0016151      	|
on_train_start                     	|  0.00066276     	|1              	|  0.00066276     	|  0.00016805     	|
on_epoch_start                     	|  1.1162e-05     	|25             	|  0.00027905     	|  7.0755e-05     	|
on_epoch_end                       	|  1.0401e-05     	|25             	|  0.00026004     	|  6.5934e-05     	|
on_fit_end                         	|  2.3996e-05     	|1              	|  2.3996e-05     	|  6.0843e-06     	|
on_before_accelerator_backend_setup	|  1.8996e-05     	|1              	|  1.8996e-05     	|  4.8165e-06     	|
on_fit_start                       	|  1.6531e-05     	|1              	|  1.6531e-05     	|  4.1915e-06     	|
on_configure_sharded_model         	|  1.5218e-05     	|1              	|  1.5218e-05     	|  3.8586e-06     	|
setup                              	|  1.3245e-05     	|1              	|  1.3245e-05     	|  3.3584e-06     	|
teardown                           	|  1.1252e-05     	|1              	|  1.1252e-05     	|  2.853e-06      	|
on_pretrain_routine_end            	|  9.808e-06      	|1              	|  9.808e-06      	|  2.4869e-06     	|
prepare_data                       	|  7.935e-06      	|1              	|  7.935e-06      	|  2.012e-06      	|
configure_callbacks                	|  6.712e-06      	|1              	|  6.712e-06      	|  1.7019e-06     	|
on_val_dataloader                  	|  4.6589e-06     	|1              	|  4.6589e-06     	|  1.1813e-06     	|
configure_sharded_model            	|  4.5589e-06     	|1              	|  4.5589e-06     	|  1.1559e-06     	|
on_train_dataloader                	|  4.368e-06      	|1              	|  4.368e-06      	|  1.1075e-06     	|
