{
  "accept_probability": 0.95,
  "cutoff_s": 5.0,
  "label": "same-placement 2-of-3 adjudicated anchor feasibility",
  "models": {
    "instrumentation_aware": {
      "feature_mean": [
        0.8984976998643891,
        0.8378378378378378,
        4.324324324324325,
        0.07552086023066117,
        0.6758807403968693,
        0.9459459459459459,
        0.0,
        0.3241192596031305,
        0.04468545442770093,
        0.025590516908533558,
        0.23873649352596996,
        0.1943716628122394,
        0.4321792125178198,
        112.70270270270272,
        0.21087752102856197,
        0.918918918918919,
        0.055470351361483664,
        4.904239530899751,
        10.162162162162161,
        4.822982150502539,
        10.135135135135135,
        0.43557131397798415,
        0.031387890158936414,
        0.05804311436894179,
        0.03298678556030958,
        0.030437119300455177,
        0.9503065396705037,
        0.07127076398319926,
        0.6234198543231205,
        0.0
      ],
      "feature_names": [
        "log_offered_rate_per_gpu",
        "log2_tp",
        "log2_max_num_seqs",
        "admitted_fraction",
        "completed_over_admitted",
        "completed_pass_rate",
        "completed_fail_fraction_of_total",
        "outstanding_over_admitted",
        "ttft_max_over_slo_max",
        "ttft_mean_over_slo_max",
        "tpot_max_over_slo",
        "tpot_mean_over_slo",
        "admitted_input_tokens_mean_over_limit",
        "model_steps_per_second",
        "waiting_mean",
        "waiting_max",
        "waiting_nonzero_share",
        "running_mean",
        "running_max",
        "decode_batch_mean",
        "decode_batch_max",
        "decode_batch_cv",
        "kv_usage_mean",
        "kv_usage_max",
        "kv_usage_end_minus_start",
        "graph_none_share",
        "graph_full_share",
        "padding_fraction",
        "prefill_token_fraction",
        "preemptions"
      ],
      "feature_standard_deviation": [
        0.2953332526155246,
        0.8546696378833459,
        1.1402715194448103,
        0.006588255148989237,
        0.2751217635728275,
        0.22612433149569594,
        1.0,
        0.27512176357282747,
        0.048292427420964075,
        0.02574874589991541,
        0.1635381690436309,
        0.14098674719611365,
        0.02516276437103069,
        61.39272994412853,
        0.7234949448561444,
        2.198013579605131,
        0.18326586413988316,
        2.4542471212960844,
        6.08726412391018,
        2.4074006634033043,
        6.067913672185017,
        0.12556414020947543,
        0.03256962310836033,
        0.054049610008010444,
        0.048321850100969746,
        0.04298231458641556,
        0.041906068064246155,
        0.08212268757576466,
        0.4089385238422411,
        1.0
      ],
      "instrumentation_aware": true,
      "regularization": 1.0,
      "training_classification": {
        "accuracy": 0.972972972972973,
        "balanced_accuracy": 0.9444444444444444,
        "brier": 0.02820726479488704,
        "confusion": {
          "false_negative": 0,
          "false_positive": 1,
          "true_negative": 8,
          "true_positive": 28
        },
        "log_loss": 0.11247563885308659
      },
      "weights_with_intercept_first": [
        2.109507425802979,
        -0.8372240489271802,
        -0.2476229678897366,
        0.18172257646801393,
        -0.07076358054975332,
        0.3035586906752765,
        0.08500005412355496,
        -7.754818242684634e-26,
        -0.3035586906752766,
        0.4014234393196892,
        0.513218716194957,
        -0.35161457106287,
        0.10558147889556725,
        0.5674345291616134,
        0.15895995157114373,
        -0.4274260624362057,
        -0.048791959001756195,
        -0.37221380985270663,
        -0.35527537277290255,
        0.20582736797173468,
        -0.35837576944545413,
        0.2342062515631318,
        0.45071068059490843,
        0.3326948315186803,
        0.2698892549960913,
        0.017868065865726347,
        -0.1540209080477302,
        0.3412427440368233,
        0.5831011876762794,
        -0.583920360300169,
        0.0
      ]
    },
    "outcome_only": {
      "feature_mean": [
        0.8984976998643891,
        0.8378378378378378,
        4.324324324324325,
        0.07552086023066117,
        0.6758807403968693,
        0.9459459459459459,
        0.0,
        0.3241192596031305,
        0.04468545442770093,
        0.025590516908533558,
        0.23873649352596996,
        0.1943716628122394,
        0.4321792125178198
      ],
      "feature_names": [
        "log_offered_rate_per_gpu",
        "log2_tp",
        "log2_max_num_seqs",
        "admitted_fraction",
        "completed_over_admitted",
        "completed_pass_rate",
        "completed_fail_fraction_of_total",
        "outstanding_over_admitted",
        "ttft_max_over_slo_max",
        "ttft_mean_over_slo_max",
        "tpot_max_over_slo",
        "tpot_mean_over_slo",
        "admitted_input_tokens_mean_over_limit"
      ],
      "feature_standard_deviation": [
        0.2953332526155246,
        0.8546696378833459,
        1.1402715194448103,
        0.006588255148989237,
        0.2751217635728275,
        0.22612433149569594,
        1.0,
        0.27512176357282747,
        0.048292427420964075,
        0.02574874589991541,
        0.1635381690436309,
        0.14098674719611365,
        0.02516276437103069
      ],
      "instrumentation_aware": false,
      "regularization": 1.0,
      "training_classification": {
        "accuracy": 0.9459459459459459,
        "balanced_accuracy": 0.8888888888888888,
        "brier": 0.051887373873176545,
        "confusion": {
          "false_negative": 0,
          "false_positive": 2,
          "true_negative": 7,
          "true_positive": 28
        },
        "log_loss": 0.184988719119571
      },
      "weights_with_intercept_first": [
        1.8996338126233983,
        -1.1536861934230125,
        -0.3806404559018098,
        0.5901136731733696,
        0.022432085012851908,
        0.5805554730881304,
        0.25786307099613026,
        -8.077935669463161e-27,
        -0.5805554730881304,
        -0.15413292402348447,
        0.0986842306063204,
        -0.5181573573074624,
        0.06283513013708956,
        0.911619634884147
      ]
    }
  },
  "provenance": {
    "phase6_metrics": "/home/gahow/phd/aituner/runs/opprof-phase6/phase6/metrics.json",
    "phase6_metrics_sha256": "290ba7fcb8727291166de7e4d47afdc84e230052495c81dd087db0ace9f93a16",
    "prefix_metrics": "/home/gahow/phd/aituner/runs/fidelity-headroom/prefix-metrics.json",
    "prefix_metrics_sha256": "cda821bcde1ae8427507aa4f03a1c116ccc7f7b8b717f73ca587bee3670a0340",
    "raw_root": "/home/gahow/phd/aituner/runs/opprof-phase6/phase6/solo-authoritative/cells"
  },
  "regularization": 1.0,
  "reject_probability": 0.050000000000000044,
  "sanity": {
    "cells": 12,
    "invariants": {
      "both_labels": true,
      "cells_12": true,
      "cutoff_5s": true,
      "n_37": true,
      "threshold_0.95": true
    },
    "n": 37,
    "negative": 9,
    "positive": 28
  },
  "schema": "fidelity-prefix-model-v1",
  "status": "FROZEN_BEFORE_PROSPECTIVE_RUN",
  "training_examples": [
    {
      "anchor": 0.24609375,
      "cell": "tp1_mns16",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.25,
      "cell": "tp1_mns16",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.5,
      "cell": "tp1_mns16",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": false,
      "primary_feasible": false
    },
    {
      "anchor": 0.2421875,
      "cell": "tp1_mns32",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.24609375,
      "cell": "tp1_mns32",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.25,
      "cell": "tp1_mns32",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.5,
      "cell": "tp1_mns32",
      "completion_time_source": "none_completed",
      "label_feasible": false,
      "primary_feasible": false
    },
    {
      "anchor": 0.2421875,
      "cell": "tp1_mns64",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.24609375,
      "cell": "tp1_mns64",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.25,
      "cell": "tp1_mns64",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.5,
      "cell": "tp1_mns64",
      "completion_time_source": "none_completed",
      "label_feasible": false,
      "primary_feasible": false
    },
    {
      "anchor": 0.21875,
      "cell": "tp1_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.2265625,
      "cell": "tp1_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.23046875,
      "cell": "tp1_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.234375,
      "cell": "tp1_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.25,
      "cell": "tp1_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.5,
      "cell": "tp1_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": false,
      "primary_feasible": false
    },
    {
      "anchor": 0.4921875,
      "cell": "tp2_mns16",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.49609375,
      "cell": "tp2_mns16",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.5,
      "cell": "tp2_mns16",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.75,
      "cell": "tp2_mns32",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.75390625,
      "cell": "tp2_mns32",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": false,
      "primary_feasible": false
    },
    {
      "anchor": 0.5,
      "cell": "tp2_mns64",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.75,
      "cell": "tp2_mns64",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": false,
      "primary_feasible": false
    },
    {
      "anchor": 0.4921875,
      "cell": "tp2_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.49609375,
      "cell": "tp2_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": false,
      "primary_feasible": false
    },
    {
      "anchor": 0.033182214016,
      "cell": "tp4_mns16",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": false
    },
    {
      "anchor": 0.033717411016,
      "cell": "tp4_mns16",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": false,
      "primary_feasible": false
    },
    {
      "anchor": 0.034252608017,
      "cell": "tp4_mns16",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.033717411016,
      "cell": "tp4_mns32",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": false
    },
    {
      "anchor": 0.034252608017,
      "cell": "tp4_mns32",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.033717411016,
      "cell": "tp4_mns64",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": false
    },
    {
      "anchor": 0.034252608017,
      "cell": "tp4_mns64",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.016055910008,
      "cell": "tp4_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.016591107009,
      "cell": "tp4_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.017126304009,
      "cell": "tp4_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": true,
      "primary_feasible": true
    },
    {
      "anchor": 0.034252608017,
      "cell": "tp4_mns8",
      "completion_time_source": "reconstructed_from_latency",
      "label_feasible": false,
      "primary_feasible": false
    }
  ],
  "training_split_role": "historical training only; never headline test"
}
