| { | |
| "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 | |
| } | |
| } | |
| } | |