FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1769.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4913         	|500            	|  1745.7         	|  98.678         	|
run_training_batch                 	|  0.20723        	|8000           	|  1657.9         	|  93.716         	|
training_step_and_backward         	|  0.19554        	|8000           	|  1564.3         	|  88.425         	|
model_forward                      	|  0.11088        	|8000           	|  887.02         	|  50.141         	|
training_step                      	|  0.11074        	|8000           	|  885.92         	|  50.079         	|
backward                           	|  0.084467       	|8000           	|  675.73         	|  38.198         	|
optimizer_step_with_closure_0      	|  0.25413        	|1000           	|  254.13         	|  14.365         	|
get_train_batch                    	|  0.0068417      	|8500           	|  58.154         	|  3.2873         	|
fetch_next_train_batch             	|  0.0068219      	|8500           	|  57.986         	|  3.2778         	|
on_train_batch_end                 	|  0.0011037      	|8000           	|  8.8293         	|  0.4991         	|
training_batch_to_device           	|  0.00023307     	|8000           	|  1.8646         	|  0.1054         	|
zero_grad                          	|  0.0013749      	|1000           	|  1.3749         	|  0.077723       	|
on_train_batch_start               	|  9.0358e-05     	|8000           	|  0.72286        	|  0.040862       	|
on_train_epoch_start               	|  0.00028771     	|500            	|  0.14385        	|  0.0081317      	|
on_batch_start                     	|  1.6874e-05     	|8000           	|  0.13499        	|  0.0076308      	|
on_train_epoch_end                 	|  0.00025878     	|500            	|  0.12939        	|  0.007314       	|
on_batch_end                       	|  1.311e-05      	|8000           	|  0.10488        	|  0.0059287      	|
on_before_backward                 	|  1.248e-05      	|8000           	|  0.099839       	|  0.0056437      	|
on_after_backward                  	|  1.1527e-05     	|8000           	|  0.092218       	|  0.0052129      	|
training_step_end                  	|  6.2617e-06     	|8000           	|  0.050094       	|  0.0028317      	|
on_train_end                       	|  0.023966       	|1              	|  0.023966       	|  0.0013548      	|
on_pretrain_routine_start          	|  0.022293       	|1              	|  0.022293       	|  0.0012602      	|
on_before_zero_grad                	|  2.0953e-05     	|1000           	|  0.020953       	|  0.0011844      	|
on_before_optimizer_step           	|  1.2901e-05     	|1000           	|  0.012901       	|  0.00072926     	|
configure_optimizers               	|  0.008156       	|1              	|  0.008156       	|  0.00046104     	|
on_epoch_start                     	|  1.0898e-05     	|500            	|  0.0054488      	|  0.00030801     	|
on_epoch_end                       	|  1.0434e-05     	|500            	|  0.0052169      	|  0.0002949      	|
on_train_start                     	|  0.00070419     	|1              	|  0.00070419     	|  3.9806e-05     	|
on_before_accelerator_backend_setup	|  2.4065e-05     	|1              	|  2.4065e-05     	|  1.3603e-06     	|
setup                              	|  2.3293e-05     	|1              	|  2.3293e-05     	|  1.3167e-06     	|
on_fit_end                         	|  2.0879e-05     	|1              	|  2.0879e-05     	|  1.1802e-06     	|
on_configure_sharded_model         	|  1.7402e-05     	|1              	|  1.7402e-05     	|  9.837e-07      	|
on_fit_start                       	|  1.7202e-05     	|1              	|  1.7202e-05     	|  9.7239e-07     	|
teardown                           	|  1.085e-05      	|1              	|  1.085e-05      	|  6.1332e-07     	|
on_pretrain_routine_end            	|  9.438e-06      	|1              	|  9.438e-06      	|  5.3351e-07     	|
prepare_data                       	|  8.906e-06      	|1              	|  8.906e-06      	|  5.0344e-07     	|
configure_callbacks                	|  5.851e-06      	|1              	|  5.851e-06      	|  3.3075e-07     	|
configure_sharded_model            	|  4.9488e-06     	|1              	|  4.9488e-06     	|  2.7975e-07     	|
on_val_dataloader                  	|  4.1469e-06     	|1              	|  4.1469e-06     	|  2.3442e-07     	|
on_train_dataloader                	|  3.8969e-06     	|1              	|  3.8969e-06     	|  2.2028e-07     	|
