FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  770.62         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.7365         	|200            	|  747.3          	|  96.973         	|
run_training_batch                 	|  0.30173        	|1000           	|  301.73         	|  39.153         	|
optimizer_step_with_closure_0      	|  0.29715        	|1000           	|  297.15         	|  38.559         	|
training_step_and_backward         	|  0.22958        	|1000           	|  229.58         	|  29.791         	|
model_forward                      	|  0.11712        	|1000           	|  117.12         	|  15.198         	|
training_step                      	|  0.11688        	|1000           	|  116.88         	|  15.167         	|
backward                           	|  0.11086        	|1000           	|  110.86         	|  14.386         	|
get_train_batch                    	|  0.070366       	|1200           	|  84.439         	|  10.957         	|
fetch_next_train_batch             	|  0.070319       	|1200           	|  84.383         	|  10.95          	|
on_train_batch_end                 	|  0.0028517      	|1000           	|  2.8517         	|  0.37005        	|
zero_grad                          	|  0.0015541      	|1000           	|  1.5541         	|  0.20167        	|
training_batch_to_device           	|  0.00044767     	|1000           	|  0.44767        	|  0.058092       	|
on_train_end                       	|  0.27636        	|1              	|  0.27636        	|  0.035861       	|
on_train_batch_start               	|  0.000109       	|1000           	|  0.109          	|  0.014145       	|
on_train_epoch_end                 	|  0.00042219     	|200            	|  0.084438       	|  0.010957       	|
on_train_epoch_start               	|  0.00041333     	|200            	|  0.082666       	|  0.010727       	|
on_pretrain_routine_start          	|  0.046649       	|1              	|  0.046649       	|  0.0060535      	|
on_batch_start                     	|  3.461e-05      	|1000           	|  0.03461        	|  0.0044911      	|
on_after_backward                  	|  2.9519e-05     	|1000           	|  0.029519       	|  0.0038305      	|
configure_optimizers               	|  0.028636       	|1              	|  0.028636       	|  0.0037159      	|
on_before_zero_grad                	|  2.2064e-05     	|1000           	|  0.022064       	|  0.0028631      	|
on_batch_end                       	|  1.7166e-05     	|1000           	|  0.017166       	|  0.0022275      	|
on_before_optimizer_step           	|  1.5598e-05     	|1000           	|  0.015598       	|  0.002024       	|
on_before_backward                 	|  1.4114e-05     	|1000           	|  0.014114       	|  0.0018315      	|
training_step_end                  	|  8.7805e-06     	|1000           	|  0.0087805      	|  0.0011394      	|
on_epoch_end                       	|  1.6011e-05     	|200            	|  0.0032022      	|  0.00041554     	|
on_epoch_start                     	|  1.182e-05      	|200            	|  0.0023641      	|  0.00030677     	|
on_train_start                     	|  0.0015814      	|1              	|  0.0015814      	|  0.00020521     	|
on_before_accelerator_backend_setup	|  4.7671e-05     	|1              	|  4.7671e-05     	|  6.186e-06      	|
on_fit_start                       	|  4.6493e-05     	|1              	|  4.6493e-05     	|  6.0332e-06     	|
on_fit_end                         	|  4.3828e-05     	|1              	|  4.3828e-05     	|  5.6873e-06     	|
on_pretrain_routine_end            	|  3.2106e-05     	|1              	|  3.2106e-05     	|  4.1663e-06     	|
setup                              	|  3.0017e-05     	|1              	|  3.0017e-05     	|  3.8951e-06     	|
on_configure_sharded_model         	|  2.4281e-05     	|1              	|  2.4281e-05     	|  3.1509e-06     	|
teardown                           	|  1.76e-05       	|1              	|  1.76e-05       	|  2.2839e-06     	|
on_train_dataloader                	|  1.69e-05       	|1              	|  1.69e-05       	|  2.193e-06      	|
on_val_dataloader                  	|  1.2368e-05     	|1              	|  1.2368e-05     	|  1.6049e-06     	|
prepare_data                       	|  1.1506e-05     	|1              	|  1.1506e-05     	|  1.493e-06      	|
configure_callbacks                	|  8.0243e-06     	|1              	|  8.0243e-06     	|  1.0413e-06     	|
configure_sharded_model            	|  7.5959e-06     	|1              	|  7.5959e-06     	|  9.8568e-07     	|
