File size: 1,518 Bytes
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"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": [
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-1,
1,
-1,
0,
0,
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0,
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-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
}
}
}
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