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"latent", "model": "latent_sar_no_era5_max_wind_radii", "subset": "ri_validation", "target": "maximum_wind", "original_mae": 5.468732833862305, "cpu_mae": 5.4685282707214355, "published": "5.469", "cpu_rounded": "5.469" }, { "table": "latent", "model": "latent_sar_no_era5_max_wind_radii", "subset": "ri_validation", "target": "rmw", "original_mae": 11.184795379638672, "cpu_mae": 11.184453964233398, "published": "11.18", "cpu_rounded": "11.18" } ], "rounding_differences": [ { "table": "architecture", "regime": "without-era5", "subset": "table", "model": "joint_unet_mlp", "original_mae": 5.88543456905293, "cpu_mae": 5.885504097308752, "published": "5.885", "cpu_rounded": "5.886" }, { "table": "latent", "model": "latent_sar_era5_max_wind", "subset": "ri_validation", "target": "maximum_wind", "original_mae": 8.12827475865682, "cpu_mae": 8.128526051839193, "published": "8.128", "cpu_rounded": "8.129" } ], "storm_cases": "native-observation metrics reproduced; three original figure families rendered; one real observation per storm inferred for both ERA5 regimes", "dashboard_mlp": "150 forecast rows regenerated across three storms", "browser": "all three storms, nowcast and forecast models, timeline, imagery toggles, NWP, postprocessing; local and release-pointer loading; zero browser errors or HTTP failures", "docs": "strict build; 42 pages with no missing local links", "tests": "227 passed", "environment": { "python": "Python 3.10.21", "torch": "2.1.2+cu121", "evaluation_device": "cpu" }, "limitations": [ "Full dense storm neural inference was smoke-tested, not rerun across all 3268 observations; metrics and figures were fully recomputed from retained predictions.", "External ViT checkpoint identity and ConvLSTM HPC checkpoint/code are unavailable locally; exported website predictions remain usable.", "Original training config for training-input-41761eb9ca26 is missing; exact initialization weights retained.", "Two CPU reevaluation values cross the last published rounding digit; original results are preserved." ] }