FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1730.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4134         	|500            	|  1706.7         	|  98.638         	|
run_training_batch                 	|  0.20241        	|8000           	|  1619.3         	|  93.587         	|
training_step_and_backward         	|  0.19099        	|8000           	|  1527.9         	|  88.306         	|
model_forward                      	|  0.10707        	|8000           	|  856.58         	|  49.505         	|
training_step                      	|  0.10693        	|8000           	|  855.48         	|  49.442         	|
backward                           	|  0.083728       	|8000           	|  669.83         	|  38.712         	|
optimizer_step_with_closure_0      	|  0.24869        	|1000           	|  248.69         	|  14.373         	|
get_train_batch                    	|  0.0067941      	|8500           	|  57.75          	|  3.3376         	|
fetch_next_train_batch             	|  0.0067742      	|8500           	|  57.581         	|  3.3279         	|
on_train_batch_end                 	|  0.0011008      	|8000           	|  8.8061         	|  0.50895        	|
training_batch_to_device           	|  0.00023507     	|8000           	|  1.8805         	|  0.10868        	|
zero_grad                          	|  0.0013735      	|1000           	|  1.3735         	|  0.079381       	|
on_train_batch_start               	|  9.1899e-05     	|8000           	|  0.73519        	|  0.04249        	|
on_train_epoch_start               	|  0.00027756     	|500            	|  0.13878        	|  0.0080207      	|
on_batch_start                     	|  1.7326e-05     	|8000           	|  0.13861        	|  0.0080109      	|
on_train_epoch_end                 	|  0.00025633     	|500            	|  0.12816        	|  0.0074072      	|
on_batch_end                       	|  1.4113e-05     	|8000           	|  0.11291        	|  0.0065255      	|
on_before_backward                 	|  1.3141e-05     	|8000           	|  0.10513        	|  0.006076       	|
on_after_backward                  	|  1.1444e-05     	|8000           	|  0.091554       	|  0.0052913      	|
training_step_end                  	|  6.2676e-06     	|8000           	|  0.050141       	|  0.0028979      	|
on_train_end                       	|  0.023799       	|1              	|  0.023799       	|  0.0013755      	|
on_pretrain_routine_start          	|  0.022635       	|1              	|  0.022635       	|  0.0013082      	|
on_before_zero_grad                	|  2.1416e-05     	|1000           	|  0.021416       	|  0.0012377      	|
on_before_optimizer_step           	|  1.6132e-05     	|1000           	|  0.016132       	|  0.00093235     	|
configure_optimizers               	|  0.0083671      	|1              	|  0.0083671      	|  0.00048358     	|
on_epoch_start                     	|  1.1067e-05     	|500            	|  0.0055337      	|  0.00031982     	|
on_epoch_end                       	|  1.0191e-05     	|500            	|  0.0050954      	|  0.00029449     	|
on_train_start                     	|  0.00073844     	|1              	|  0.00073844     	|  4.2678e-05     	|
on_fit_end                         	|  2.3003e-05     	|1              	|  2.3003e-05     	|  1.3294e-06     	|
on_before_accelerator_backend_setup	|  2.0167e-05     	|1              	|  2.0167e-05     	|  1.1655e-06     	|
setup                              	|  1.9787e-05     	|1              	|  1.9787e-05     	|  1.1436e-06     	|
on_configure_sharded_model         	|  1.9096e-05     	|1              	|  1.9096e-05     	|  1.1036e-06     	|
on_fit_start                       	|  1.6831e-05     	|1              	|  1.6831e-05     	|  9.7273e-07     	|
teardown                           	|  1.0129e-05     	|1              	|  1.0129e-05     	|  5.8539e-07     	|
on_pretrain_routine_end            	|  1.0079e-05     	|1              	|  1.0079e-05     	|  5.8251e-07     	|
configure_callbacks                	|  9.9191e-06     	|1              	|  9.9191e-06     	|  5.7327e-07     	|
prepare_data                       	|  7.1931e-06     	|1              	|  7.1931e-06     	|  4.1572e-07     	|
on_val_dataloader                  	|  4.689e-06      	|1              	|  4.689e-06      	|  2.71e-07       	|
configure_sharded_model            	|  4.5288e-06     	|1              	|  4.5288e-06     	|  2.6174e-07     	|
on_train_dataloader                	|  4.468e-06      	|1              	|  4.468e-06      	|  2.5823e-07     	|
