FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  417.4          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.3071         	|63             	|  397.35         	|  95.195         	|
run_training_batch                 	|  0.27079        	|1000           	|  270.79         	|  64.876         	|
optimizer_step_with_closure_0      	|  0.26751        	|1000           	|  267.51         	|  64.09          	|
training_step_and_backward         	|  0.20415        	|1000           	|  204.15         	|  48.91          	|
model_forward                      	|  0.10235        	|1000           	|  102.35         	|  24.52          	|
training_step                      	|  0.10216        	|1000           	|  102.16         	|  24.474         	|
backward                           	|  0.10027        	|1000           	|  100.27         	|  24.023         	|
get_train_batch                    	|  0.025949       	|1063           	|  27.584         	|  6.6085         	|
fetch_next_train_batch             	|  0.025925       	|1063           	|  27.558         	|  6.6023         	|
on_train_batch_end                 	|  0.0021603      	|1000           	|  2.1603         	|  0.51755        	|
zero_grad                          	|  0.0014967      	|1000           	|  1.4967         	|  0.35857        	|
training_batch_to_device           	|  0.00027814     	|1000           	|  0.27814        	|  0.066635       	|
on_train_batch_start               	|  9.7555e-05     	|1000           	|  0.097555       	|  0.023372       	|
on_train_end                       	|  0.061268       	|1              	|  0.061268       	|  0.014678       	|
on_pretrain_routine_start          	|  0.028297       	|1              	|  0.028297       	|  0.0067792      	|
on_after_backward                  	|  2.6997e-05     	|1000           	|  0.026997       	|  0.0064678      	|
on_train_epoch_end                 	|  0.00041176     	|63             	|  0.025941       	|  0.0062149      	|
on_train_epoch_start               	|  0.00036058     	|63             	|  0.022717       	|  0.0054424      	|
configure_optimizers               	|  0.022095       	|1              	|  0.022095       	|  0.0052934      	|
on_batch_start                     	|  2.1168e-05     	|1000           	|  0.021168       	|  0.0050715      	|
on_before_zero_grad                	|  1.8267e-05     	|1000           	|  0.018267       	|  0.0043763      	|
on_batch_end                       	|  1.6875e-05     	|1000           	|  0.016875       	|  0.0040428      	|
on_before_optimizer_step           	|  1.3648e-05     	|1000           	|  0.013648       	|  0.0032697      	|
on_before_backward                 	|  1.3285e-05     	|1000           	|  0.013285       	|  0.0031828      	|
training_step_end                  	|  8.1202e-06     	|1000           	|  0.0081202      	|  0.0019454      	|
on_train_start                     	|  0.0013258      	|1              	|  0.0013258      	|  0.00031763     	|
on_epoch_end                       	|  1.1456e-05     	|63             	|  0.00072175     	|  0.00017292     	|
on_epoch_start                     	|  1.1045e-05     	|63             	|  0.00069584     	|  0.00016671     	|
on_fit_end                         	|  6.3637e-05     	|1              	|  6.3637e-05     	|  1.5246e-05     	|
on_fit_start                       	|  4.7015e-05     	|1              	|  4.7015e-05     	|  1.1264e-05     	|
on_before_accelerator_backend_setup	|  3.4949e-05     	|1              	|  3.4949e-05     	|  8.3729e-06     	|
setup                              	|  2.5839e-05     	|1              	|  2.5839e-05     	|  6.1903e-06     	|
on_configure_sharded_model         	|  2.5362e-05     	|1              	|  2.5362e-05     	|  6.0761e-06     	|
on_pretrain_routine_end            	|  1.5939e-05     	|1              	|  1.5939e-05     	|  3.8185e-06     	|
teardown                           	|  1.4989e-05     	|1              	|  1.4989e-05     	|  3.591e-06      	|
configure_callbacks                	|  1.1304e-05     	|1              	|  1.1304e-05     	|  2.7083e-06     	|
prepare_data                       	|  1.0809e-05     	|1              	|  1.0809e-05     	|  2.5896e-06     	|
on_train_dataloader                	|  1.0177e-05     	|1              	|  1.0177e-05     	|  2.4383e-06     	|
configure_sharded_model            	|  8.652e-06      	|1              	|  8.652e-06      	|  2.0728e-06     	|
on_val_dataloader                  	|  7.7076e-06     	|1              	|  7.7076e-06     	|  1.8466e-06     	|
