{
  "name": "canrun-fps-predictor",
  "version": "1.0",
  "architecture_version": "9.0-two-stage-monotonic-log-residual",
  "architectures": [
    "TwoStageLogResidualFPSModel"
  ],
  "model_type": "two_stage_monotonic_gbdt_log_ridge",
  "library_name": "generic",
  "pipeline_tag": "tabular-regression",
  "license": "apache-2.0",
  "num_features": 21,
  "num_trees": 100,
  "feature_names": [
    "log_gpu_passmark",
    "log_cpu_passmark",
    "gpu_vram_gb",
    "gpu_arch_code",
    "cpu_to_gpu_log_ratio",
    "gpu_tier_score",
    "log_pixel_ratio",
    "vram_per_mpixel",
    "is_4k",
    "log_rec_gpu_passmark",
    "log_min_gpu_passmark",
    "gpu_headroom_rec",
    "gpu_headroom_min",
    "vram_headroom_gb",
    "spec_demand_index",
    "headroom_x_resolution",
    "cpu_bottleneck_1080p",
    "vram_cliff_penalty",
    "is_capped_60",
    "genre_demand",
    "cpu_headroom_rec"
  ],
  "monotonic_constraints": [
    1,
    1,
    1,
    1,
    1,
    1,
    -1,
    1,
    -1,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    1,
    0,
    -1,
    -1,
    1
  ],
  "conformal_quantiles": {
    "unseen_game_spec": {
      "1080p": 0.0441,
      "1440p": 0.0535,
      "4K": 0.0571
    },
    "known_game_curve": {
      "1080p": 0.0116,
      "1440p": 0.0158,
      "4K": 0.0151
    }
  },
  "empirical_bayes_prior": {
    "tau": 4.0,
    "beta_0": {
      "1080p": 0.78,
      "1440p": 0.9,
      "4K": 1.04
    }
  }
}