FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1567.2         	|  100 %          	|
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run_training_epoch                 	|  9.2449         	|167            	|  1543.9         	|  98.515         	|
run_training_batch                 	|  0.18705        	|8000           	|  1496.4         	|  95.485         	|
training_step_and_backward         	|  0.1768         	|8000           	|  1414.4         	|  90.253         	|
model_forward                      	|  0.093934       	|8000           	|  751.47         	|  47.951         	|
training_step                      	|  0.093797       	|8000           	|  750.38         	|  47.881         	|
backward                           	|  0.082682       	|8000           	|  661.46         	|  42.207         	|
optimizer_step_with_closure_0      	|  0.23587        	|1000           	|  235.87         	|  15.051         	|
get_train_batch                    	|  0.0033822      	|8167           	|  27.622         	|  1.7625         	|
fetch_next_train_batch             	|  0.0033647      	|8167           	|  27.48          	|  1.7535         	|
on_train_batch_end                 	|  0.0010788      	|8000           	|  8.6305         	|  0.5507         	|
training_batch_to_device           	|  0.00022036     	|8000           	|  1.7628         	|  0.11249        	|
zero_grad                          	|  0.0013375      	|1000           	|  1.3375         	|  0.085345       	|
on_train_batch_start               	|  8.992e-05      	|8000           	|  0.71936        	|  0.045902       	|
on_batch_start                     	|  1.4846e-05     	|8000           	|  0.11877        	|  0.0075786      	|
on_before_backward                 	|  1.3119e-05     	|8000           	|  0.10495        	|  0.0066968      	|
on_batch_end                       	|  1.2929e-05     	|8000           	|  0.10343        	|  0.0065998      	|
on_after_backward                  	|  1.1553e-05     	|8000           	|  0.092423       	|  0.0058975      	|
on_train_epoch_start               	|  0.00027884     	|167            	|  0.046566       	|  0.0029713      	|
training_step_end                  	|  5.8186e-06     	|8000           	|  0.046549       	|  0.0029702      	|
on_train_epoch_end                 	|  0.00025632     	|167            	|  0.042806       	|  0.0027314      	|
on_train_end                       	|  0.025552       	|1              	|  0.025552       	|  0.0016304      	|
on_pretrain_routine_start          	|  0.023204       	|1              	|  0.023204       	|  0.0014806      	|
on_before_zero_grad                	|  1.5904e-05     	|1000           	|  0.015904       	|  0.0010148      	|
on_before_optimizer_step           	|  1.282e-05      	|1000           	|  0.01282        	|  0.00081801     	|
configure_optimizers               	|  0.0092314      	|1              	|  0.0092314      	|  0.00058904     	|
on_epoch_end                       	|  1.1007e-05     	|167            	|  0.0018382      	|  0.00011729     	|
on_epoch_start                     	|  1.0518e-05     	|167            	|  0.0017566      	|  0.00011208     	|
on_train_start                     	|  0.00074702     	|1              	|  0.00074702     	|  4.7667e-05     	|
on_before_accelerator_backend_setup	|  2.2081e-05     	|1              	|  2.2081e-05     	|  1.409e-06      	|
on_fit_end                         	|  2.0248e-05     	|1              	|  2.0248e-05     	|  1.292e-06      	|
on_fit_start                       	|  1.8645e-05     	|1              	|  1.8645e-05     	|  1.1897e-06     	|
on_configure_sharded_model         	|  1.3947e-05     	|1              	|  1.3947e-05     	|  8.8995e-07     	|
setup                              	|  1.2584e-05     	|1              	|  1.2584e-05     	|  8.0298e-07     	|
teardown                           	|  1.055e-05      	|1              	|  1.055e-05      	|  6.7319e-07     	|
on_pretrain_routine_end            	|  9.7181e-06     	|1              	|  9.7181e-06     	|  6.201e-07      	|
configure_callbacks                	|  8.666e-06      	|1              	|  8.666e-06      	|  5.5297e-07     	|
prepare_data                       	|  7.5439e-06     	|1              	|  7.5439e-06     	|  4.8137e-07     	|
configure_sharded_model            	|  4.5691e-06     	|1              	|  4.5691e-06     	|  2.9155e-07     	|
on_val_dataloader                  	|  4.4589e-06     	|1              	|  4.4589e-06     	|  2.8452e-07     	|
on_train_dataloader                	|  4.3379e-06     	|1              	|  4.3379e-06     	|  2.768e-07      	|
