{
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        "num_gpu_blocks": 26101,
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      "expansion_rule": "if real labels do not bracket a transition, expand to the next frozen lattice anchor and repeat both directions",
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      "config": {
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      "expansion_rule": "if real labels do not bracket a transition, expand to the next frozen lattice anchor and repeat both directions",
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      "config": {
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        "num_gpu_blocks": 26101,
        "tp": 4
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      "expansion_rule": "if real labels do not bracket a transition, expand to the next frozen lattice anchor and repeat both directions",
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    {
      "config": {
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      "expansion_rule": "if real labels do not bracket a transition, expand to the next frozen lattice anchor and repeat both directions",
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      "config": {
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      "expansion_rule": "if real labels do not bracket a transition, expand to the next frozen lattice anchor and repeat both directions",
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        1.2,
        1.6
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      "requests_per_anchor": 64,
      "rounds": 2
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    {
      "config": {
        "mbt": 16384,
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        "moe_ep": 8,
        "moe_tp": 1,
        "name": "tp8_mns64_mbt16384",
        "num_gpu_blocks": 62351,
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      "expansion_rule": "if real labels do not bracket a transition, expand to the next frozen lattice anchor and repeat both directions",
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      "requests_per_anchor": 64,
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    {
      "config": {
        "mbt": 8192,
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        "name": "tp8_mns128_mbt8192",
        "num_gpu_blocks": 62351,
        "tp": 8
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      "expansion_rule": "if real labels do not bracket a transition, expand to the next frozen lattice anchor and repeat both directions",
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      "requests_per_anchor": 64,
      "rounds": 2
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    {
      "config": {
        "mbt": 16384,
        "mns": 128,
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        "moe_tp": 1,
        "name": "tp8_mns128_mbt16384",
        "num_gpu_blocks": 62351,
        "tp": 8
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      "expansion_rule": "if real labels do not bracket a transition, expand to the next frozen lattice anchor and repeat both directions",
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      "requests_per_anchor": 64,
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  "frontier_freeze": {
    "path": "/home/gahow/phd/aituner/runs/frontier-multicase-sufficiency-v1/artifacts/frontier-t0-surface-v1/frontier_surface_frozen.json",
    "sha256": "801aa36451c8647f71cc87011144622d2203786e82f189ed1375d964399b106a"
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  "hard_timeout_hours_per_cell": 2.0,
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    "tpot_150ms",
    "tpot_180ms"
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  "schema": "qwen235b-t0-real-plan-v1",
  "selection_slo": "tpot_150ms",
  "selection_timing": "after_complete_simulator_freeze_before_any_real_surface_cell",
  "strict_preregistered_slo": "tpot_40ms"
}