FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1780.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5132         	|500            	|  1756.6         	|  98.677         	|
run_training_batch                 	|  0.20868        	|8000           	|  1669.4         	|  93.781         	|
training_step_and_backward         	|  0.19726        	|8000           	|  1578.1         	|  88.651         	|
model_forward                      	|  0.11087        	|8000           	|  886.97         	|  49.826         	|
training_step                      	|  0.11074        	|8000           	|  885.88         	|  49.765         	|
backward                           	|  0.086206       	|8000           	|  689.65         	|  38.741         	|
optimizer_step_with_closure_0      	|  0.25616        	|1000           	|  256.16         	|  14.39          	|
get_train_batch                    	|  0.0067738      	|8500           	|  57.578         	|  3.2344         	|
fetch_next_train_batch             	|  0.0067548      	|8500           	|  57.415         	|  3.2253         	|
on_train_batch_end                 	|  0.0011001      	|8000           	|  8.801          	|  0.4944         	|
training_batch_to_device           	|  0.00023468     	|8000           	|  1.8774         	|  0.10547        	|
zero_grad                          	|  0.0013528      	|1000           	|  1.3528         	|  0.075992       	|
on_train_batch_start               	|  9.0845e-05     	|8000           	|  0.72676        	|  0.040826       	|
on_train_epoch_start               	|  0.0002894      	|500            	|  0.1447         	|  0.0081285      	|
on_train_epoch_end                 	|  0.0002725      	|500            	|  0.13625        	|  0.007654       	|
on_batch_start                     	|  1.6907e-05     	|8000           	|  0.13526        	|  0.0075982      	|
on_batch_end                       	|  1.3206e-05     	|8000           	|  0.10565        	|  0.0059349      	|
on_before_backward                 	|  1.3036e-05     	|8000           	|  0.10429        	|  0.0058586      	|
on_after_backward                  	|  1.2452e-05     	|8000           	|  0.099619       	|  0.0055961      	|
training_step_end                  	|  6.2899e-06     	|8000           	|  0.050319       	|  0.0028267      	|
on_train_end                       	|  0.024171       	|1              	|  0.024171       	|  0.0013578      	|
on_pretrain_routine_start          	|  0.022549       	|1              	|  0.022549       	|  0.0012667      	|
on_before_zero_grad                	|  2.1648e-05     	|1000           	|  0.021648       	|  0.0012161      	|
on_before_optimizer_step           	|  1.58e-05       	|1000           	|  0.0158         	|  0.00088758     	|
configure_optimizers               	|  0.008149       	|1              	|  0.008149       	|  0.00045778     	|
on_epoch_start                     	|  1.0597e-05     	|500            	|  0.0052985      	|  0.00029764     	|
on_epoch_end                       	|  9.9173e-06     	|500            	|  0.0049586      	|  0.00027855     	|
on_train_start                     	|  0.00073647     	|1              	|  0.00073647     	|  4.1372e-05     	|
on_fit_end                         	|  2.1841e-05     	|1              	|  2.1841e-05     	|  1.2269e-06     	|
setup                              	|  2.145e-05      	|1              	|  2.145e-05      	|  1.205e-06      	|
on_before_accelerator_backend_setup	|  2.138e-05      	|1              	|  2.138e-05      	|  1.201e-06      	|
on_configure_sharded_model         	|  1.7823e-05     	|1              	|  1.7823e-05     	|  1.0012e-06     	|
on_fit_start                       	|  1.7062e-05     	|1              	|  1.7062e-05     	|  9.5845e-07     	|
on_pretrain_routine_end            	|  1.0309e-05     	|1              	|  1.0309e-05     	|  5.7911e-07     	|
teardown                           	|  1.0058e-05     	|1              	|  1.0058e-05     	|  5.6501e-07     	|
prepare_data                       	|  7.7351e-06     	|1              	|  7.7351e-06     	|  4.3452e-07     	|
configure_callbacks                	|  6.272e-06      	|1              	|  6.272e-06      	|  3.5233e-07     	|
configure_sharded_model            	|  4.7788e-06     	|1              	|  4.7788e-06     	|  2.6845e-07     	|
on_val_dataloader                  	|  4.5779e-06     	|1              	|  4.5779e-06     	|  2.5717e-07     	|
on_train_dataloader                	|  4.1081e-06     	|1              	|  4.1081e-06     	|  2.3077e-07     	|
