FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1780.4         	|  100 %          	|
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run_training_epoch                 	|  3.5137         	|500            	|  1756.8         	|  98.677         	|
run_training_batch                 	|  0.20868        	|8000           	|  1669.5         	|  93.769         	|
training_step_and_backward         	|  0.19724        	|8000           	|  1577.9         	|  88.628         	|
model_forward                      	|  0.1108         	|8000           	|  886.39         	|  49.786         	|
training_step                      	|  0.11066        	|8000           	|  885.29         	|  49.724         	|
backward                           	|  0.086252       	|8000           	|  690.01         	|  38.756         	|
optimizer_step_with_closure_0      	|  0.25711        	|1000           	|  257.11         	|  14.441         	|
get_train_batch                    	|  0.00678        	|8500           	|  57.63          	|  3.2369         	|
fetch_next_train_batch             	|  0.0067609      	|8500           	|  57.467         	|  3.2278         	|
on_train_batch_end                 	|  0.0011052      	|8000           	|  8.8412         	|  0.49659        	|
training_batch_to_device           	|  0.0002385      	|8000           	|  1.908          	|  0.10717        	|
zero_grad                          	|  0.0013756      	|1000           	|  1.3756         	|  0.077262       	|
on_train_batch_start               	|  9.2179e-05     	|8000           	|  0.73744        	|  0.04142        	|
on_train_epoch_start               	|  0.00029211     	|500            	|  0.14605        	|  0.0082034      	|
on_batch_start                     	|  1.7183e-05     	|8000           	|  0.13746        	|  0.0077209      	|
on_train_epoch_end                 	|  0.00026609     	|500            	|  0.13305        	|  0.0074728      	|
on_before_backward                 	|  1.3345e-05     	|8000           	|  0.10676        	|  0.0059962      	|
on_batch_end                       	|  1.3218e-05     	|8000           	|  0.10575        	|  0.0059395      	|
on_after_backward                  	|  1.1265e-05     	|8000           	|  0.090118       	|  0.0050617      	|
training_step_end                  	|  6.153e-06      	|8000           	|  0.049224       	|  0.0027648      	|
on_train_end                       	|  0.024525       	|1              	|  0.024525       	|  0.0013775      	|
on_pretrain_routine_start          	|  0.022602       	|1              	|  0.022602       	|  0.0012695      	|
on_before_zero_grad                	|  2.1581e-05     	|1000           	|  0.021581       	|  0.0012122      	|
on_before_optimizer_step           	|  1.547e-05      	|1000           	|  0.01547        	|  0.00086888     	|
configure_optimizers               	|  0.0084387      	|1              	|  0.0084387      	|  0.00047398     	|
on_epoch_start                     	|  1.0533e-05     	|500            	|  0.0052665      	|  0.0002958      	|
on_epoch_end                       	|  1.0301e-05     	|500            	|  0.0051504      	|  0.00028928     	|
on_train_start                     	|  0.00073286     	|1              	|  0.00073286     	|  4.1163e-05     	|
setup                              	|  2.3083e-05     	|1              	|  2.3083e-05     	|  1.2965e-06     	|
on_fit_end                         	|  2.131e-05      	|1              	|  2.131e-05      	|  1.1969e-06     	|
on_before_accelerator_backend_setup	|  2.0628e-05     	|1              	|  2.0628e-05     	|  1.1586e-06     	|
on_configure_sharded_model         	|  1.8305e-05     	|1              	|  1.8305e-05     	|  1.0281e-06     	|
on_fit_start                       	|  1.7242e-05     	|1              	|  1.7242e-05     	|  9.6844e-07     	|
teardown                           	|  1.0529e-05     	|1              	|  1.0529e-05     	|  5.9139e-07     	|
on_pretrain_routine_end            	|  1.0309e-05     	|1              	|  1.0309e-05     	|  5.7903e-07     	|
prepare_data                       	|  9.679e-06      	|1              	|  9.679e-06      	|  5.4364e-07     	|
configure_callbacks                	|  6.282e-06      	|1              	|  6.282e-06      	|  3.5284e-07     	|
configure_sharded_model            	|  5.3302e-06     	|1              	|  5.3302e-06     	|  2.9938e-07     	|
on_val_dataloader                  	|  4.5178e-06     	|1              	|  4.5178e-06     	|  2.5375e-07     	|
on_train_dataloader                	|  4.278e-06      	|1              	|  4.278e-06      	|  2.4028e-07     	|
