FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  743.4          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6174         	|200            	|  723.47         	|  97.32          	|
run_training_batch                 	|  0.29699        	|1000           	|  296.99         	|  39.95          	|
optimizer_step_with_closure_0      	|  0.29298        	|1000           	|  292.98         	|  39.411         	|
training_step_and_backward         	|  0.22626        	|1000           	|  226.26         	|  30.435         	|
model_forward                      	|  0.11558        	|1000           	|  115.58         	|  15.548         	|
training_step                      	|  0.11536        	|1000           	|  115.36         	|  15.518         	|
backward                           	|  0.109          	|1000           	|  109.0          	|  14.663         	|
get_train_batch                    	|  0.073194       	|1200           	|  87.832         	|  11.815         	|
fetch_next_train_batch             	|  0.07316        	|1200           	|  87.792         	|  11.81          	|
on_train_batch_end                 	|  0.0025682      	|1000           	|  2.5682         	|  0.34547        	|
zero_grad                          	|  0.0016224      	|1000           	|  1.6224         	|  0.21824        	|
training_batch_to_device           	|  0.00048278     	|1000           	|  0.48278        	|  0.064942       	|
configure_optimizers               	|  0.37829        	|1              	|  0.37829        	|  0.050887       	|
on_train_end                       	|  0.11593        	|1              	|  0.11593        	|  0.015595       	|
on_train_batch_start               	|  0.00010853     	|1000           	|  0.10853        	|  0.014599       	|
on_train_epoch_end                 	|  0.00033354     	|200            	|  0.066709       	|  0.0089735      	|
on_train_epoch_start               	|  0.00032207     	|200            	|  0.064414       	|  0.0086648      	|
on_after_backward                  	|  4.6575e-05     	|1000           	|  0.046575       	|  0.0062652      	|
on_batch_start                     	|  3.2868e-05     	|1000           	|  0.032868       	|  0.0044213      	|
on_pretrain_routine_start          	|  0.022852       	|1              	|  0.022852       	|  0.003074       	|
on_before_zero_grad                	|  2.1309e-05     	|1000           	|  0.021309       	|  0.0028665      	|
on_batch_end                       	|  1.698e-05      	|1000           	|  0.01698        	|  0.0022841      	|
on_before_optimizer_step           	|  1.5155e-05     	|1000           	|  0.015155       	|  0.0020385      	|
on_before_backward                 	|  1.4006e-05     	|1000           	|  0.014006       	|  0.001884       	|
training_step_end                  	|  9.1151e-06     	|1000           	|  0.0091151      	|  0.0012261      	|
on_epoch_start                     	|  1.317e-05      	|200            	|  0.002634       	|  0.00035432     	|
on_epoch_end                       	|  1.2381e-05     	|200            	|  0.0024763      	|  0.0003331      	|
on_train_start                     	|  0.001101       	|1              	|  0.001101       	|  0.0001481      	|
on_fit_start                       	|  4.0358e-05     	|1              	|  4.0358e-05     	|  5.4288e-06     	|
on_fit_end                         	|  2.7668e-05     	|1              	|  2.7668e-05     	|  3.7218e-06     	|
on_configure_sharded_model         	|  2.473e-05      	|1              	|  2.473e-05      	|  3.3267e-06     	|
setup                              	|  2.4682e-05     	|1              	|  2.4682e-05     	|  3.3201e-06     	|
on_before_accelerator_backend_setup	|  2.3389e-05     	|1              	|  2.3389e-05     	|  3.1463e-06     	|
on_pretrain_routine_end            	|  1.7289e-05     	|1              	|  1.7289e-05     	|  2.3257e-06     	|
teardown                           	|  1.5782e-05     	|1              	|  1.5782e-05     	|  2.123e-06      	|
configure_sharded_model            	|  8.9742e-06     	|1              	|  8.9742e-06     	|  1.2072e-06     	|
on_train_dataloader                	|  8.5309e-06     	|1              	|  8.5309e-06     	|  1.1476e-06     	|
prepare_data                       	|  8.0448e-06     	|1              	|  8.0448e-06     	|  1.0822e-06     	|
configure_callbacks                	|  7.4413e-06     	|1              	|  7.4413e-06     	|  1.001e-06      	|
on_val_dataloader                  	|  6.8843e-06     	|1              	|  6.8843e-06     	|  9.2606e-07     	|
