parent: $LVSR/exp/wsj/configs/wsj_paper1.yaml
net:
    criterion:
        name: mse_gain
initialization:
    /recognizer:
        weights_init:
            !!python/object/apply:blocks.initialization.Uniform [0.0, 0.1]
    /recognizer/generator/readout/post_merge/mlp:
        biases_init:
            !!python/object/apply:blocks.initialization.Constant [-1.0]
stages:
    pretraining:
        training:
            num_epochs: 4
    annealing2: null

parent: $LVSR/exp/wsj/configs/wsj_paper1.yaml
net:
    criterion:
        name: mse_gain
training:
    scale: 0.01
initialization:
    /recognizer:
        weights_init:
            !!python/object/apply:blocks.initialization.Uniform [0.0, 0.1]
    /recognizer/generator/readout/post_merge/mlp:
        biases_init:
            !!python/object/apply:blocks.initialization.Constant [-1.0]
stages:
    pretraining:
        training:
            num_epochs: 4
    annealing2: null

Change gradient prescaling for all *_reward configurations
Change gradient prescaling for all *_reward configurations
