FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1741.7         	|  100 %          	|
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run_training_epoch                 	|  3.4366         	|500            	|  1718.3         	|  98.654         	|
run_training_batch                 	|  0.20382        	|8000           	|  1630.6         	|  93.619         	|
training_step_and_backward         	|  0.19261        	|8000           	|  1540.9         	|  88.469         	|
model_forward                      	|  0.10688        	|8000           	|  855.06         	|  49.092         	|
training_step                      	|  0.10675        	|8000           	|  853.97         	|  49.03          	|
backward                           	|  0.085538       	|8000           	|  684.3          	|  39.288         	|
optimizer_step_with_closure_0      	|  0.2523         	|1000           	|  252.3          	|  14.485         	|
get_train_batch                    	|  0.0068002      	|8500           	|  57.801         	|  3.3186         	|
fetch_next_train_batch             	|  0.006781       	|8500           	|  57.638         	|  3.3092         	|
on_train_batch_end                 	|  0.0011006      	|8000           	|  8.805          	|  0.50553        	|
training_batch_to_device           	|  0.00023609     	|8000           	|  1.8887         	|  0.10844        	|
zero_grad                          	|  0.0013865      	|1000           	|  1.3865         	|  0.079606       	|
on_train_batch_start               	|  9.1934e-05     	|8000           	|  0.73547        	|  0.042226       	|
on_train_epoch_start               	|  0.00028353     	|500            	|  0.14177        	|  0.0081393      	|
on_batch_start                     	|  1.708e-05      	|8000           	|  0.13664        	|  0.0078449      	|
on_train_epoch_end                 	|  0.00027252     	|500            	|  0.13626        	|  0.0078231      	|
on_batch_end                       	|  1.3205e-05     	|8000           	|  0.10564        	|  0.0060653      	|
on_before_backward                 	|  1.2491e-05     	|8000           	|  0.099928       	|  0.0057373      	|
on_after_backward                  	|  1.1291e-05     	|8000           	|  0.090327       	|  0.005186       	|
training_step_end                  	|  6.1384e-06     	|8000           	|  0.049107       	|  0.0028194      	|
on_train_end                       	|  0.024528       	|1              	|  0.024528       	|  0.0014082      	|
on_pretrain_routine_start          	|  0.02292        	|1              	|  0.02292        	|  0.0013159      	|
on_before_zero_grad                	|  1.965e-05      	|1000           	|  0.01965        	|  0.0011282      	|
on_before_optimizer_step           	|  1.8e-05        	|1000           	|  0.018          	|  0.0010334      	|
configure_optimizers               	|  0.0078316      	|1              	|  0.0078316      	|  0.00044964     	|
on_epoch_start                     	|  1.0747e-05     	|500            	|  0.0053734      	|  0.00030851     	|
on_epoch_end                       	|  1.0453e-05     	|500            	|  0.0052265      	|  0.00030008     	|
on_train_start                     	|  0.00069989     	|1              	|  0.00069989     	|  4.0183e-05     	|
on_fit_end                         	|  2.1751e-05     	|1              	|  2.1751e-05     	|  1.2488e-06     	|
setup                              	|  2.091e-05      	|1              	|  2.091e-05      	|  1.2005e-06     	|
on_before_accelerator_backend_setup	|  2.0118e-05     	|1              	|  2.0118e-05     	|  1.1551e-06     	|
on_configure_sharded_model         	|  1.7353e-05     	|1              	|  1.7353e-05     	|  9.9631e-07     	|
on_fit_start                       	|  1.6912e-05     	|1              	|  1.6912e-05     	|  9.7099e-07     	|
teardown                           	|  1.033e-05      	|1              	|  1.033e-05      	|  5.9308e-07     	|
on_pretrain_routine_end            	|  9.4681e-06     	|1              	|  9.4681e-06     	|  5.436e-07      	|
prepare_data                       	|  8.1451e-06     	|1              	|  8.1451e-06     	|  4.6764e-07     	|
configure_callbacks                	|  5.621e-06      	|1              	|  5.621e-06      	|  3.2272e-07     	|
configure_sharded_model            	|  4.709e-06      	|1              	|  4.709e-06      	|  2.7036e-07     	|
on_val_dataloader                  	|  4.5081e-06     	|1              	|  4.5081e-06     	|  2.5883e-07     	|
on_train_dataloader                	|  4.028e-06      	|1              	|  4.028e-06      	|  2.3126e-07     	|
