FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1340.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6443         	|500            	|  1322.2         	|  98.664         	|
run_training_batch                 	|  0.30672        	|1000           	|  306.72         	|  22.888         	|
optimizer_step_with_closure_0      	|  0.30222        	|1000           	|  302.22         	|  22.552         	|
training_step_and_backward         	|  0.2339         	|1000           	|  233.9          	|  17.454         	|
get_train_batch                    	|  0.13523        	|1500           	|  202.85         	|  15.137         	|
fetch_next_train_batch             	|  0.13519        	|1500           	|  202.79         	|  15.133         	|
backward                           	|  0.11712        	|1000           	|  117.12         	|  8.7399         	|
model_forward                      	|  0.1151         	|1000           	|  115.1          	|  8.5891         	|
training_step                      	|  0.11486        	|1000           	|  114.86         	|  8.5711         	|
on_train_batch_end                 	|  0.0024258      	|1000           	|  2.4258         	|  0.18102        	|
zero_grad                          	|  0.0016338      	|1000           	|  1.6338         	|  0.12192        	|
training_batch_to_device           	|  0.00076433     	|1000           	|  0.76433        	|  0.057037       	|
on_train_epoch_end                 	|  0.00034496     	|500            	|  0.17248        	|  0.012871       	|
on_train_epoch_start               	|  0.00034354     	|500            	|  0.17177        	|  0.012818       	|
on_train_batch_start               	|  0.00011866     	|1000           	|  0.11866        	|  0.0088547      	|
on_batch_start                     	|  5.136e-05      	|1000           	|  0.05136        	|  0.0038326      	|
on_train_end                       	|  0.043991       	|1              	|  0.043991       	|  0.0032827      	|
on_after_backward                  	|  2.6701e-05     	|1000           	|  0.026701       	|  0.0019925      	|
on_before_zero_grad                	|  2.3164e-05     	|1000           	|  0.023164       	|  0.0017286      	|
on_pretrain_routine_start          	|  0.022655       	|1              	|  0.022655       	|  0.0016906      	|
on_batch_end                       	|  1.7996e-05     	|1000           	|  0.017996       	|  0.0013429      	|
on_before_optimizer_step           	|  1.6573e-05     	|1000           	|  0.016573       	|  0.0012367      	|
on_before_backward                 	|  1.5896e-05     	|1000           	|  0.015896       	|  0.0011862      	|
configure_optimizers               	|  0.010892       	|1              	|  0.010892       	|  0.00081283     	|
training_step_end                  	|  1.0755e-05     	|1000           	|  0.010755       	|  0.00080254     	|
on_epoch_end                       	|  1.1614e-05     	|500            	|  0.005807       	|  0.00043333     	|
on_epoch_start                     	|  1.1181e-05     	|500            	|  0.0055906      	|  0.00041718     	|
on_train_start                     	|  0.0011535      	|1              	|  0.0011535      	|  8.6079e-05     	|
on_fit_start                       	|  4.25e-05       	|1              	|  4.25e-05       	|  3.1715e-06     	|
on_fit_end                         	|  2.9942e-05     	|1              	|  2.9942e-05     	|  2.2344e-06     	|
on_before_accelerator_backend_setup	|  2.3067e-05     	|1              	|  2.3067e-05     	|  1.7213e-06     	|
on_configure_sharded_model         	|  2.1329e-05     	|1              	|  2.1329e-05     	|  1.5916e-06     	|
setup                              	|  2.0836e-05     	|1              	|  2.0836e-05     	|  1.5548e-06     	|
teardown                           	|  1.5544e-05     	|1              	|  1.5544e-05     	|  1.1599e-06     	|
on_pretrain_routine_end            	|  1.3012e-05     	|1              	|  1.3012e-05     	|  9.7103e-07     	|
on_val_dataloader                  	|  9.7137e-06     	|1              	|  9.7137e-06     	|  7.2487e-07     	|
configure_callbacks                	|  7.6257e-06     	|1              	|  7.6257e-06     	|  5.6905e-07     	|
on_train_dataloader                	|  7.6219e-06     	|1              	|  7.6219e-06     	|  5.6877e-07     	|
prepare_data                       	|  7.2997e-06     	|1              	|  7.2997e-06     	|  5.4473e-07     	|
configure_sharded_model            	|  6.8955e-06     	|1              	|  6.8955e-06     	|  5.1456e-07     	|
