FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1769.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4928         	|500            	|  1746.4         	|  98.674         	|
run_training_batch                 	|  0.20742        	|8000           	|  1659.4         	|  93.757         	|
training_step_and_backward         	|  0.19608        	|8000           	|  1568.6         	|  88.629         	|
model_forward                      	|  0.11052        	|8000           	|  884.13         	|  49.955         	|
training_step                      	|  0.11038        	|8000           	|  883.04         	|  49.893         	|
backward                           	|  0.085372       	|8000           	|  682.98         	|  38.589         	|
optimizer_step_with_closure_0      	|  0.25391        	|1000           	|  253.91         	|  14.347         	|
get_train_batch                    	|  0.0067741      	|8500           	|  57.58          	|  3.2533         	|
fetch_next_train_batch             	|  0.006755       	|8500           	|  57.417         	|  3.2442         	|
on_train_batch_end                 	|  0.0010896      	|8000           	|  8.7171         	|  0.49253        	|
training_batch_to_device           	|  0.00023668     	|8000           	|  1.8935         	|  0.10698        	|
zero_grad                          	|  0.001351       	|1000           	|  1.351          	|  0.076335       	|
on_train_batch_start               	|  9.1121e-05     	|8000           	|  0.72897        	|  0.041188       	|
on_train_epoch_start               	|  0.00028562     	|500            	|  0.14281        	|  0.008069       	|
on_batch_start                     	|  1.6595e-05     	|8000           	|  0.13276        	|  0.0075012      	|
on_train_epoch_end                 	|  0.00026435     	|500            	|  0.13217        	|  0.0074681      	|
on_batch_end                       	|  1.3746e-05     	|8000           	|  0.10997        	|  0.0062134      	|
on_before_backward                 	|  1.2819e-05     	|8000           	|  0.10255        	|  0.0057942      	|
on_after_backward                  	|  1.1843e-05     	|8000           	|  0.09474        	|  0.005353       	|
training_step_end                  	|  6.2677e-06     	|8000           	|  0.050142       	|  0.0028331      	|
on_train_end                       	|  0.023893       	|1              	|  0.023893       	|  0.00135        	|
on_before_zero_grad                	|  2.2818e-05     	|1000           	|  0.022818       	|  0.0012893      	|
on_pretrain_routine_start          	|  0.022637       	|1              	|  0.022637       	|  0.001279       	|
on_before_optimizer_step           	|  1.5213e-05     	|1000           	|  0.015213       	|  0.00085959     	|
configure_optimizers               	|  0.0080818      	|1              	|  0.0080818      	|  0.00045663     	|
on_epoch_start                     	|  1.0575e-05     	|500            	|  0.0052876      	|  0.00029876     	|
on_epoch_end                       	|  1.0262e-05     	|500            	|  0.005131       	|  0.00028991     	|
on_train_start                     	|  0.0006948      	|1              	|  0.0006948      	|  3.9257e-05     	|
on_before_accelerator_backend_setup	|  2.101e-05      	|1              	|  2.101e-05      	|  1.1871e-06     	|
on_fit_end                         	|  2.0608e-05     	|1              	|  2.0608e-05     	|  1.1644e-06     	|
setup                              	|  2.0257e-05     	|1              	|  2.0257e-05     	|  1.1445e-06     	|
on_configure_sharded_model         	|  1.7392e-05     	|1              	|  1.7392e-05     	|  9.8267e-07     	|
on_fit_start                       	|  1.6411e-05     	|1              	|  1.6411e-05     	|  9.2725e-07     	|
on_pretrain_routine_end            	|  1.0239e-05     	|1              	|  1.0239e-05     	|  5.7852e-07     	|
teardown                           	|  1.02e-05       	|1              	|  1.02e-05       	|  5.7632e-07     	|
prepare_data                       	|  7.6038e-06     	|1              	|  7.6038e-06     	|  4.2962e-07     	|
configure_callbacks                	|  6.1821e-06     	|1              	|  6.1821e-06     	|  3.493e-07      	|
on_val_dataloader                  	|  4.6089e-06     	|1              	|  4.6089e-06     	|  2.6041e-07     	|
configure_sharded_model            	|  4.3781e-06     	|1              	|  4.3781e-06     	|  2.4737e-07     	|
on_train_dataloader                	|  3.888e-06      	|1              	|  3.888e-06      	|  2.1968e-07     	|
