FlowReasoningModel / zebra /expected_results.json
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Release validated Zebra seed0 and simplify standard HF workflow
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{
"schema_version": 1,
"git_commit": null,
"checkpoint": "/proj/grp-flow-map/LoopedFlows/experiments/public_simplified_repro/outputs/zebra_seed0_release_20261018_v1/bundles/zebra/model.pt",
"checkpoint_sha256": "c43ce99d692dd8f0a15143bb28a35c69dd85f483ed430bca711ad6b865f7fe57",
"benchmark": "/proj/grp-flow-map/LoopedFlows/experiments/public_simplified_repro/outputs/zebra_seed0_release_20261018_v1/bundles/zebra/test.npz",
"benchmark_sha256": "0948626c109bafdff92f16c8ea3a2c8a6078c39960c1261fed28d3a7f7204431",
"policy_config": {
"max_nfe": 257,
"max_breadth": 16,
"held_t": 0.2,
"renoise": 1.0,
"check_every": 1,
"residual_window": 16,
"residual_metric": "euclidean",
"confirmation_checks": 1,
"require_prediction_stability": true,
"min_nfe": 4,
"batch_size": 64,
"seed": 0,
"restart_seed_offset": 1000003,
"flops_per_forward": 0
},
"residual": "trailing-window mean of per-puzzle euclidean distance between consecutive denoiser distributions, averaged over non-clue cells",
"oracle_used_for_test_selection": false,
"kind": "residual_guided_inference_evaluation",
"run_fingerprint": "ad3a2420cab1679dab9f04d8f963fc6acf0bfce272b1c233e0e0d84b10810112",
"num_puzzles": 1024,
"max_samples_override": null,
"model_step": 115000,
"calibration": "/proj/grp-flow-map/LoopedFlows/experiments/public_simplified_repro/outputs/zebra_seed0_release_20261018_v1/bundles/zebra/threshold.json",
"calibration_sha256": "d7401816ce4e2638c587f5793f55b60a1110acb03a87941f71b1b05aa7bb46c3",
"calibration_benchmark_sha256": "b2c66c97d53152de289a2ab0c4ad2123ec5bed4bf53aaab14f21fa7f90c527cd",
"threshold": 0.10050372427701933,
"threshold_selection": {
"threshold": 0.10050372427701933,
"accuracy": 1.0,
"solved": 256,
"mean_nfe": 4.51171875,
"accepted_fraction": 1.0,
"fixed_accuracy": 1.0,
"max_accuracy_drop": 0.001,
"selection_objective": "minimize mean NFE subject to accuracy >= fixed-depth accuracy - max_accuracy_drop; tie-break by higher accuracy then lower threshold"
},
"policies": [
{
"policy": "Fixed-depth FRM",
"solved": 1022,
"num_puzzles": 1024,
"solve_rate": 0.998046875,
"mean_nfe": 257.0,
"mean_tflops": null
},
{
"policy": "+ Residual early stopping",
"solved": 1020,
"num_puzzles": 1024,
"solve_rate": 0.99609375,
"mean_nfe": 6.240234375,
"mean_tflops": null
},
{
"policy": "+ Sequential restarts",
"solved": 1020,
"num_puzzles": 1024,
"solve_rate": 0.99609375,
"mean_nfe": 6.240234375,
"mean_tflops": null
}
],
"accepted_by_threshold": 1024,
"unresolved_at_breadth_cap": 0,
"attempts": [
{
"attempt": 1,
"attempted": 1024,
"accepted": 1024,
"remaining": 0,
"mean_nfe_among_attempted": 6.240234375
}
],
"restart_frontier": [
{
"breadth_cap": 1,
"solved": 1020,
"num_puzzles": 1024,
"solve_rate": 0.99609375,
"mean_nfe": 6.240234375,
"mean_tflops": null,
"accepted": 1024,
"unresolved": 0
}
],
"selection_rule": "stop each trajectory once the trailing-mean residual remains <= threshold for 1 checks and the decoded grid remains unchanged; restart only trajectories that reach max_nfe without acceptance; if max_breadth is exhausted, return the attempted terminal prediction with minimum residual",
"labels_used_for": "final scoring only; never stopping, restart, or candidate selection"
}