Training hyperparameters for train_penn_multimodel.py

[dluvizon]

Training hyperparameters for train_penn_multimodel.py

[dluvizon]

Hi @edwardnguyen1705 ,
I'm sorry about the confusion here. This file was committed after a local modification to continue a training process.
If you notice, the weights loaded in l84 are referring to epoch 7:

deephar/exp/pennaction/train_penn_multimodel.py

Line 86 in 6870fa3

'output/penn_multimodel_trial_15_only_mpii_pose_be215a3/weights_mpii+penn_ar_007.hdf5',

That's why the first stage action training is commented (with pose layers frozen)

deephar/exp/pennaction/train_penn_multimodel.py

Line 143 in 6870fa3

# trainer.train(2, steps_per_epoch=steps_per_epoch, initial_epoch=0,

and the final training starts at epoch 7.

As reported in the paper, the first stage training is performed for 2 epochs on PA.

[edwardnguyen1705]

Hi @dluvizon,
Thanks for your explanation. I have conducted some experiments, and the results are consistent to those stated in your paper.