FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  498.25         	|  100 %          	|
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run_training_epoch                 	|  0.95036        	|500            	|  475.18         	|  95.369         	|
run_training_batch                 	|  0.32124        	|1000           	|  321.24         	|  64.474         	|
optimizer_step_with_closure_0      	|  0.31855        	|1000           	|  318.55         	|  63.932         	|
training_step_and_backward         	|  0.23827        	|1000           	|  238.27         	|  47.821         	|
model_forward                      	|  0.14838        	|1000           	|  148.38         	|  29.78          	|
training_step                      	|  0.14821        	|1000           	|  148.21         	|  29.746         	|
backward                           	|  0.088486       	|1000           	|  88.486         	|  17.759         	|
get_train_batch                    	|  0.029503       	|1500           	|  44.254         	|  8.8819         	|
fetch_next_train_batch             	|  0.02947        	|1500           	|  44.205         	|  8.8721         	|
zero_grad                          	|  0.0013736      	|1000           	|  1.3736         	|  0.27568        	|
on_train_batch_end                 	|  0.0013183      	|1000           	|  1.3183         	|  0.26458        	|
training_batch_to_device           	|  0.00059567     	|1000           	|  0.59567        	|  0.11955        	|
on_train_epoch_start               	|  0.00027799     	|500            	|  0.139          	|  0.027897       	|
on_train_epoch_end                 	|  0.00026254     	|500            	|  0.13127        	|  0.026346       	|
on_train_batch_start               	|  0.00010569     	|1000           	|  0.10569        	|  0.021212       	|
on_batch_start                     	|  3.5183e-05     	|1000           	|  0.035183       	|  0.0070613      	|
on_train_end                       	|  0.024335       	|1              	|  0.024335       	|  0.004884       	|
on_pretrain_routine_start          	|  0.023084       	|1              	|  0.023084       	|  0.004633       	|
on_before_zero_grad                	|  2.0712e-05     	|1000           	|  0.020712       	|  0.0041568      	|
on_batch_end                       	|  1.4346e-05     	|1000           	|  0.014346       	|  0.0028793      	|
on_before_optimizer_step           	|  1.204e-05      	|1000           	|  0.01204        	|  0.0024164      	|
on_after_backward                  	|  1.1926e-05     	|1000           	|  0.011926       	|  0.0023936      	|
on_before_backward                 	|  1.1655e-05     	|1000           	|  0.011655       	|  0.0023392      	|
configure_optimizers               	|  0.0083942      	|1              	|  0.0083942      	|  0.0016847      	|
training_step_end                  	|  7.8174e-06     	|1000           	|  0.0078174      	|  0.0015689      	|
on_epoch_start                     	|  1.0603e-05     	|500            	|  0.0053013      	|  0.001064       	|
on_epoch_end                       	|  1.0088e-05     	|500            	|  0.0050438      	|  0.0010123      	|
on_train_start                     	|  0.00072817     	|1              	|  0.00072817     	|  0.00014614     	|
on_fit_end                         	|  2.3835e-05     	|1              	|  2.3835e-05     	|  4.7837e-06     	|
on_before_accelerator_backend_setup	|  2.0709e-05     	|1              	|  2.0709e-05     	|  4.1563e-06     	|
on_fit_start                       	|  1.5269e-05     	|1              	|  1.5269e-05     	|  3.0645e-06     	|
on_configure_sharded_model         	|  1.3015e-05     	|1              	|  1.3015e-05     	|  2.6121e-06     	|
setup                              	|  1.2523e-05     	|1              	|  1.2523e-05     	|  2.5134e-06     	|
teardown                           	|  1.0469e-05     	|1              	|  1.0469e-05     	|  2.1011e-06     	|
on_pretrain_routine_end            	|  1.0139e-05     	|1              	|  1.0139e-05     	|  2.0349e-06     	|
prepare_data                       	|  7.564e-06      	|1              	|  7.564e-06      	|  1.5181e-06     	|
configure_callbacks                	|  5.0301e-06     	|1              	|  5.0301e-06     	|  1.0095e-06     	|
configure_sharded_model            	|  4.4981e-06     	|1              	|  4.4981e-06     	|  9.0276e-07     	|
on_val_dataloader                  	|  4.328e-06      	|1              	|  4.328e-06      	|  8.6863e-07     	|
on_train_dataloader                	|  4.0081e-06     	|1              	|  4.0081e-06     	|  8.0442e-07     	|
