FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1552.2         	|  100 %          	|
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run_training_epoch                 	|  9.1564         	|167            	|  1529.1         	|  98.512         	|
run_training_batch                 	|  0.1852         	|8000           	|  1481.6         	|  95.453         	|
training_step_and_backward         	|  0.17522        	|8000           	|  1401.8         	|  90.308         	|
model_forward                      	|  0.09397        	|8000           	|  751.76         	|  48.432         	|
training_step                      	|  0.093835       	|8000           	|  750.68         	|  48.362         	|
backward                           	|  0.081068       	|8000           	|  648.55         	|  41.782         	|
optimizer_step_with_closure_0      	|  0.23258        	|1000           	|  232.58         	|  14.984         	|
get_train_batch                    	|  0.0033839      	|8167           	|  27.637         	|  1.7805         	|
fetch_next_train_batch             	|  0.0033659      	|8167           	|  27.49          	|  1.771          	|
on_train_batch_end                 	|  0.0010724      	|8000           	|  8.5794         	|  0.55272        	|
training_batch_to_device           	|  0.0002193      	|8000           	|  1.7544         	|  0.11303        	|
zero_grad                          	|  0.0013072      	|1000           	|  1.3072         	|  0.084214       	|
on_train_batch_start               	|  9.1358e-05     	|8000           	|  0.73087        	|  0.047086       	|
on_batch_start                     	|  1.5191e-05     	|8000           	|  0.12153        	|  0.0078295      	|
on_batch_end                       	|  1.3449e-05     	|8000           	|  0.10759        	|  0.0069315      	|
on_before_backward                 	|  1.3446e-05     	|8000           	|  0.10757        	|  0.00693        	|
on_after_backward                  	|  1.1999e-05     	|8000           	|  0.095995       	|  0.0061844      	|
on_train_epoch_start               	|  0.00028902     	|167            	|  0.048266       	|  0.0031095      	|
training_step_end                  	|  5.9772e-06     	|8000           	|  0.047818       	|  0.0030806      	|
on_train_epoch_end                 	|  0.00026195     	|167            	|  0.043745       	|  0.0028183      	|
on_train_end                       	|  0.025314       	|1              	|  0.025314       	|  0.0016308      	|
on_pretrain_routine_start          	|  0.022378       	|1              	|  0.022378       	|  0.0014417      	|
on_before_zero_grad                	|  1.6145e-05     	|1000           	|  0.016145       	|  0.0010401      	|
on_before_optimizer_step           	|  1.3783e-05     	|1000           	|  0.013783       	|  0.00088795     	|
configure_optimizers               	|  0.0080905      	|1              	|  0.0080905      	|  0.00052123     	|
on_epoch_end                       	|  1.1519e-05     	|167            	|  0.0019236      	|  0.00012393     	|
on_epoch_start                     	|  1.0981e-05     	|167            	|  0.0018338      	|  0.00011814     	|
on_train_start                     	|  0.00072846     	|1              	|  0.00072846     	|  4.6931e-05     	|
on_fit_end                         	|  2.4486e-05     	|1              	|  2.4486e-05     	|  1.5775e-06     	|
on_before_accelerator_backend_setup	|  2.0578e-05     	|1              	|  2.0578e-05     	|  1.3257e-06     	|
on_fit_start                       	|  1.6501e-05     	|1              	|  1.6501e-05     	|  1.0631e-06     	|
on_configure_sharded_model         	|  1.4558e-05     	|1              	|  1.4558e-05     	|  9.3789e-07     	|
setup                              	|  1.4136e-05     	|1              	|  1.4136e-05     	|  9.1071e-07     	|
on_pretrain_routine_end            	|  1.2253e-05     	|1              	|  1.2253e-05     	|  7.894e-07      	|
teardown                           	|  9.8089e-06     	|1              	|  9.8089e-06     	|  6.3193e-07     	|
prepare_data                       	|  8.4061e-06     	|1              	|  8.4061e-06     	|  5.4156e-07     	|
configure_callbacks                	|  6.6629e-06     	|1              	|  6.6629e-06     	|  4.2925e-07     	|
on_val_dataloader                  	|  4.6978e-06     	|1              	|  4.6978e-06     	|  3.0265e-07     	|
on_train_dataloader                	|  4.2471e-06     	|1              	|  4.2471e-06     	|  2.7361e-07     	|
configure_sharded_model            	|  4.1679e-06     	|1              	|  4.1679e-06     	|  2.6851e-07     	|
