experiment: mnist_collapse
seed: 20260705
n_replicates: 4
source_config:
  experiment: mnist_collapse
  kind: mnist_lineage
  seed: 20260705
  n_replicates: 4
  mnist:
    K: 30
    n_classes: 10
    style_bins: 3
    R: 1
    tail: zipf
    zipf_s: 1.5
    tail_threshold: 0.01
    init: truth
    data_root: data
  model:
    kind: convvae
    latent: 32
    epochs: 30
    lr: 0.001
    batch_size: 256
    beta: 1.0
    n_eval: 10000
  oracle:
    epochs: 5
    lr: 0.001
    batch_size: 256
    cache: models/mnist_cnn.pt
  dynamics:
    n: 6000
    grounding:
      m: 0
      policy: proportional
  generations: 15
  metrics:
    kl_floor: 1.0e-09
    support_eps: 1.0e-09
  sweep:
  - param: g
    values:
    - 0.0
    - 0.1
  output:
    dir: results/fig2_mnist_collapse
grid:
- label:
    g: 0.0
    m: 0
  lineage_cfg:
    mnist:
      K: 30
      n_classes: 10
      style_bins: 3
      R: 1
      tail: zipf
      zipf_s: 1.5
      tail_threshold: 0.01
      init: truth
      data_root: data
    model:
      kind: convvae
      latent: 32
      epochs: 30
      lr: 0.001
      batch_size: 256
      beta: 1.0
      n_eval: 10000
    dynamics:
      n: 6000
      grounding:
        m: 0
        policy: proportional
    generations: 15
    metrics:
      kl_floor: 1.0e-09
      support_eps: 1.0e-09
- label:
    g: 0.1
    m: 667
  lineage_cfg:
    mnist:
      K: 30
      n_classes: 10
      style_bins: 3
      R: 1
      tail: zipf
      zipf_s: 1.5
      tail_threshold: 0.01
      init: truth
      data_root: data
    model:
      kind: convvae
      latent: 32
      epochs: 30
      lr: 0.001
      batch_size: 256
      beta: 1.0
      n_eval: 10000
    dynamics:
      n: 6000
      grounding:
        m: 667
        policy: proportional
    generations: 15
    metrics:
      kl_floor: 1.0e-09
      support_eps: 1.0e-09