FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1769.2         	|  100 %          	|
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run_training_epoch                 	|  3.4915         	|500            	|  1745.7         	|  98.676         	|
run_training_batch                 	|  0.2073         	|8000           	|  1658.4         	|  93.741         	|
training_step_and_backward         	|  0.19562        	|8000           	|  1565.0         	|  88.459         	|
model_forward                      	|  0.10944        	|8000           	|  875.48         	|  49.486         	|
training_step                      	|  0.1093         	|8000           	|  874.38         	|  49.423         	|
backward                           	|  0.085993       	|8000           	|  687.94         	|  38.885         	|
optimizer_step_with_closure_0      	|  0.25576        	|1000           	|  255.76         	|  14.457         	|
get_train_batch                    	|  0.0067734      	|8500           	|  57.574         	|  3.2543         	|
fetch_next_train_batch             	|  0.0067538      	|8500           	|  57.407         	|  3.2449         	|
on_train_batch_end                 	|  0.0010992      	|8000           	|  8.7936         	|  0.49705        	|
training_batch_to_device           	|  0.00023833     	|8000           	|  1.9066         	|  0.10777        	|
zero_grad                          	|  0.0014017      	|1000           	|  1.4017         	|  0.079227       	|
on_train_batch_start               	|  9.273e-05      	|8000           	|  0.74184        	|  0.041932       	|
on_train_epoch_start               	|  0.000281       	|500            	|  0.1405         	|  0.0079416      	|
on_batch_start                     	|  1.7457e-05     	|8000           	|  0.13966        	|  0.007894       	|
on_train_epoch_end                 	|  0.00026242     	|500            	|  0.13121        	|  0.0074166      	|
on_batch_end                       	|  1.3549e-05     	|8000           	|  0.10839        	|  0.0061268      	|
on_before_backward                 	|  1.3073e-05     	|8000           	|  0.10459        	|  0.0059116      	|
on_after_backward                  	|  1.1647e-05     	|8000           	|  0.093175       	|  0.0052666      	|
training_step_end                  	|  6.1316e-06     	|8000           	|  0.049053       	|  0.0027727      	|
on_train_end                       	|  0.024531       	|1              	|  0.024531       	|  0.0013866      	|
on_pretrain_routine_start          	|  0.023342       	|1              	|  0.023342       	|  0.0013194      	|
on_before_zero_grad                	|  2.093e-05      	|1000           	|  0.02093        	|  0.0011831      	|
on_before_optimizer_step           	|  1.6328e-05     	|1000           	|  0.016328       	|  0.00092293     	|
configure_optimizers               	|  0.0084406      	|1              	|  0.0084406      	|  0.00047709     	|
on_epoch_start                     	|  1.1238e-05     	|500            	|  0.0056191      	|  0.00031761     	|
on_epoch_end                       	|  1.0626e-05     	|500            	|  0.0053131      	|  0.00030032     	|
on_train_start                     	|  0.00072458     	|1              	|  0.00072458     	|  4.0956e-05     	|
on_fit_end                         	|  2.6339e-05     	|1              	|  2.6339e-05     	|  1.4888e-06     	|
setup                              	|  2.152e-05      	|1              	|  2.152e-05      	|  1.2164e-06     	|
on_before_accelerator_backend_setup	|  2.0919e-05     	|1              	|  2.0919e-05     	|  1.1824e-06     	|
on_configure_sharded_model         	|  1.8465e-05     	|1              	|  1.8465e-05     	|  1.0437e-06     	|
on_fit_start                       	|  1.623e-05      	|1              	|  1.623e-05      	|  9.1738e-07     	|
teardown                           	|  1.072e-05      	|1              	|  1.072e-05      	|  6.0594e-07     	|
on_pretrain_routine_end            	|  9.9989e-06     	|1              	|  9.9989e-06     	|  5.6518e-07     	|
prepare_data                       	|  8.5561e-06     	|1              	|  8.5561e-06     	|  4.8362e-07     	|
configure_callbacks                	|  7.1728e-06     	|1              	|  7.1728e-06     	|  4.0544e-07     	|
on_val_dataloader                  	|  5.3202e-06     	|1              	|  5.3202e-06     	|  3.0072e-07     	|
configure_sharded_model            	|  4.7481e-06     	|1              	|  4.7481e-06     	|  2.6838e-07     	|
on_train_dataloader                	|  4.478e-06      	|1              	|  4.478e-06      	|  2.5312e-07     	|
