Giorgio Gilestro
ab3dc10587
- paper/pnas -> paper/manuscript (venue-neutral)
- configs/layer1 -> configs/inheritance, src/knowledge -> src/inheritance
(imported as `inheritance`), make layer1 -> make inheritance; layer2 alias dropped
- inheritance and trained-network bundles named after the manuscript figure
they feed (fig2_grounding_sweep, figS3_rebaselining, ...), or descriptively
where they feed none; configs keep their `experiment:` value so parquet
hashes are unchanged, only output.dir moves
- figure scripts, SI figure sources, notebooks, REPRODUCING.md, README and the
SI Methods/tables updated; make clean no longer deletes tracked manifests;
reproduce.sh hashes the s{seed}/ layouts too
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Y64o8FKP7rCuXzC48pxpMm
184 lines
3.4 KiB
YAML
184 lines
3.4 KiB
YAML
experiment: E6_remint_gate
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seed: 20260704
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n_replicates: 100
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source_config:
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experiment: E6_remint_gate
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seed: 20260704
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n_replicates: 100
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generations: 400
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truth:
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K: 500
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R: 1
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tail: zipf
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zipf_s: 1.1
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tail_frac: 0.5
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tail_threshold: 0.001
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init: truth
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dynamics:
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n: 200
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teachers:
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K_T: 1
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rho: 0.0
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q: 1.0
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grounding:
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m: 3
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policy: proportional
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selection:
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mode: none
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novelty_alpha: 0.0
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remint:
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enabled: false
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period: 150
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H_gate: null
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metrics:
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kl_floor: 1.0e-09
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support_eps: 1.0e-09
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sweep:
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- param: arm
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values:
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- name: healthy_remint
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set:
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dynamics.grounding.m: 60
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dynamics.remint.enabled: true
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dynamics.remint.H_gate: null
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- name: collapsed_remint
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set:
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dynamics.grounding.m: 1
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dynamics.remint.enabled: true
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dynamics.remint.H_gate: null
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- name: collapsed_gated
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set:
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dynamics.grounding.m: 1
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dynamics.remint.enabled: true
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dynamics.remint.H_gate: 0.75
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- name: collapsed_noremint
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set:
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dynamics.grounding.m: 1
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dynamics.remint.enabled: false
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output:
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dir: results/figS3_rebaselining
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grid:
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- label:
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arm: healthy_remint
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lineage_cfg:
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truth:
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K: 500
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R: 1
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tail: zipf
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zipf_s: 1.1
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tail_frac: 0.5
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tail_threshold: 0.001
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init: truth
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dynamics:
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n: 200
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teachers:
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K_T: 1
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rho: 0.0
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q: 1.0
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grounding:
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m: 60
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policy: proportional
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selection:
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mode: none
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novelty_alpha: 0.0
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remint:
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enabled: true
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period: 150
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H_gate: null
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generations: 400
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metrics:
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kl_floor: 1.0e-09
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support_eps: 1.0e-09
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- label:
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arm: collapsed_remint
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lineage_cfg:
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truth:
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K: 500
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R: 1
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tail: zipf
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zipf_s: 1.1
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tail_frac: 0.5
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tail_threshold: 0.001
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init: truth
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dynamics:
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n: 200
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teachers:
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K_T: 1
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rho: 0.0
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q: 1.0
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grounding:
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m: 1
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policy: proportional
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selection:
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mode: none
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novelty_alpha: 0.0
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remint:
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enabled: true
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period: 150
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H_gate: null
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generations: 400
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metrics:
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kl_floor: 1.0e-09
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support_eps: 1.0e-09
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- label:
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arm: collapsed_gated
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lineage_cfg:
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truth:
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K: 500
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R: 1
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tail: zipf
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zipf_s: 1.1
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tail_frac: 0.5
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tail_threshold: 0.001
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init: truth
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dynamics:
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n: 200
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teachers:
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K_T: 1
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rho: 0.0
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q: 1.0
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grounding:
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m: 1
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policy: proportional
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selection:
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mode: none
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novelty_alpha: 0.0
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remint:
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enabled: true
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period: 150
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H_gate: 0.75
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generations: 400
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metrics:
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kl_floor: 1.0e-09
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support_eps: 1.0e-09
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- label:
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arm: collapsed_noremint
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lineage_cfg:
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truth:
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K: 500
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R: 1
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tail: zipf
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zipf_s: 1.1
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tail_frac: 0.5
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tail_threshold: 0.001
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init: truth
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dynamics:
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n: 200
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teachers:
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K_T: 1
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rho: 0.0
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q: 1.0
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grounding:
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m: 1
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policy: proportional
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selection:
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mode: none
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novelty_alpha: 0.0
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remint:
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enabled: false
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period: 150
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H_gate: null
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generations: 400
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metrics:
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kl_floor: 1.0e-09
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support_eps: 1.0e-09
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