experiment: architecture_generality
seed: 20260704
n_replicates: 5
source_config:
  experiment: architecture_generality
  kind: gen_lineage
  seed: 20260704
  n_replicates: 5
  generations: 22
  synthetic:
    K: 256
    R: 1
    tail: zipf
    zipf_s: 1.3
    tail_frac: 0.5
    tail_threshold: 0.001
    init: truth
    style_len: 3
    style_vocab: 5
    id_base: 2
  model:
    kind: rnn
    hidden: 192
    embed: 24
    epochs: 25
    lr: 0.002
    batch_size: 256
    n_eval: 12000
  dynamics:
    n: 200
    grounding:
      m: 0
      policy: proportional
    remint:
      enabled: false
      period: null
      H_gate: null
  metrics:
    kl_floor: 1.0e-09
    support_eps: 1.0e-09
  sweep:
  - param: model.kind
    values:
    - histogram
    - rnn
    - mlp
  - param: g
    values:
    - 0.0
    - 0.05
  output:
    dir: results/architectures
grid:
- label:
    kind: histogram
    g: 0.0
    m: 0
  neural_cfg:
    synthetic:
      K: 256
      R: 1
      tail: zipf
      zipf_s: 1.3
      tail_frac: 0.5
      tail_threshold: 0.001
      init: truth
      style_len: 3
      style_vocab: 5
      id_base: 2
    model:
      kind: histogram
      hidden: 192
      embed: 24
      epochs: 25
      lr: 0.002
      batch_size: 256
      n_eval: 12000
    dynamics:
      n: 200
      grounding:
        m: 0
        policy: proportional
      remint:
        enabled: false
        period: null
        H_gate: null
    generations: 22
    metrics:
      kl_floor: 1.0e-09
      support_eps: 1.0e-09
- label:
    kind: histogram
    g: 0.05
    m: 11
  neural_cfg:
    synthetic:
      K: 256
      R: 1
      tail: zipf
      zipf_s: 1.3
      tail_frac: 0.5
      tail_threshold: 0.001
      init: truth
      style_len: 3
      style_vocab: 5
      id_base: 2
    model:
      kind: histogram
      hidden: 192
      embed: 24
      epochs: 25
      lr: 0.002
      batch_size: 256
      n_eval: 12000
    dynamics:
      n: 200
      grounding:
        m: 11
        policy: proportional
      remint:
        enabled: false
        period: null
        H_gate: null
    generations: 22
    metrics:
      kl_floor: 1.0e-09
      support_eps: 1.0e-09
- label:
    kind: rnn
    g: 0.0
    m: 0
  neural_cfg:
    synthetic:
      K: 256
      R: 1
      tail: zipf
      zipf_s: 1.3
      tail_frac: 0.5
      tail_threshold: 0.001
      init: truth
      style_len: 3
      style_vocab: 5
      id_base: 2
    model:
      kind: rnn
      hidden: 192
      embed: 24
      epochs: 25
      lr: 0.002
      batch_size: 256
      n_eval: 12000
    dynamics:
      n: 200
      grounding:
        m: 0
        policy: proportional
      remint:
        enabled: false
        period: null
        H_gate: null
    generations: 22
    metrics:
      kl_floor: 1.0e-09
      support_eps: 1.0e-09
- label:
    kind: rnn
    g: 0.05
    m: 11
  neural_cfg:
    synthetic:
      K: 256
      R: 1
      tail: zipf
      zipf_s: 1.3
      tail_frac: 0.5
      tail_threshold: 0.001
      init: truth
      style_len: 3
      style_vocab: 5
      id_base: 2
    model:
      kind: rnn
      hidden: 192
      embed: 24
      epochs: 25
      lr: 0.002
      batch_size: 256
      n_eval: 12000
    dynamics:
      n: 200
      grounding:
        m: 11
        policy: proportional
      remint:
        enabled: false
        period: null
        H_gate: null
    generations: 22
    metrics:
      kl_floor: 1.0e-09
      support_eps: 1.0e-09
- label:
    kind: mlp
    g: 0.0
    m: 0
  neural_cfg:
    synthetic:
      K: 256
      R: 1
      tail: zipf
      zipf_s: 1.3
      tail_frac: 0.5
      tail_threshold: 0.001
      init: truth
      style_len: 3
      style_vocab: 5
      id_base: 2
    model:
      kind: mlp
      hidden: 192
      embed: 24
      epochs: 25
      lr: 0.002
      batch_size: 256
      n_eval: 12000
    dynamics:
      n: 200
      grounding:
        m: 0
        policy: proportional
      remint:
        enabled: false
        period: null
        H_gate: null
    generations: 22
    metrics:
      kl_floor: 1.0e-09
      support_eps: 1.0e-09
- label:
    kind: mlp
    g: 0.05
    m: 11
  neural_cfg:
    synthetic:
      K: 256
      R: 1
      tail: zipf
      zipf_s: 1.3
      tail_frac: 0.5
      tail_threshold: 0.001
      init: truth
      style_len: 3
      style_vocab: 5
      id_base: 2
    model:
      kind: mlp
      hidden: 192
      embed: 24
      epochs: 25
      lr: 0.002
      batch_size: 256
      n_eval: 12000
    dynamics:
      n: 200
      grounding:
        m: 11
        policy: proportional
      remint:
        enabled: false
        period: null
        H_gate: null
    generations: 22
    metrics:
      kl_floor: 1.0e-09
      support_eps: 1.0e-09