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Upload ucast_inference_results.json with huggingface_hub

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  1. ucast_inference_results.json +87 -0
ucast_inference_results.json ADDED
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+ {
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+ "returncode": 0,
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+ "score_lines": [
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+ " Lead 24h: CRPS=0.3545 RMSE=0.7646",
5
+ " Lead 36h: CRPS=0.4203 RMSE=0.9090",
6
+ " Lead 48h: CRPS=0.4751 RMSE=1.0531",
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+ " Lead 60h: CRPS=0.5460 RMSE=1.2396",
8
+ " Lead 72h: CRPS=0.6154 RMSE=1.3912",
9
+ " Lead 84h: CRPS=0.6809 RMSE=1.5620",
10
+ " Lead 96h: CRPS=0.7883 RMSE=1.8932",
11
+ " Lead 108h: CRPS=0.9165 RMSE=2.2554",
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+ " Lead 120h: CRPS=1.0293 RMSE=2.5695",
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+ " Lead 12h: CRPS=0.2923 RMSE=0.6176",
14
+ " Lead 24h: CRPS=0.3680 RMSE=0.7883",
15
+ " Lead 36h: CRPS=0.4283 RMSE=0.9523",
16
+ " Lead 48h: CRPS=0.4943 RMSE=1.1259",
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+ " Lead 60h: CRPS=0.5534 RMSE=1.2894",
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+ " Lead 72h: CRPS=0.6425 RMSE=1.4968",
19
+ " Lead 84h: CRPS=0.7307 RMSE=1.7215",
20
+ " Lead 96h: CRPS=0.8129 RMSE=1.9928",
21
+ " Lead 108h: CRPS=0.9470 RMSE=2.2985",
22
+ " Lead 120h: CRPS=1.0648 RMSE=2.5806",
23
+ " Lead 12h: CRPS=0.2031 RMSE=0.5317",
24
+ " Lead 24h: CRPS=0.2398 RMSE=0.6219",
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+ " Lead 36h: CRPS=0.2893 RMSE=0.7309",
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+ " Lead 48h: CRPS=0.3146 RMSE=0.7834",
27
+ " Lead 60h: CRPS=0.3352 RMSE=0.8165",
28
+ " Lead 72h: CRPS=0.3649 RMSE=0.8896",
29
+ " Lead 84h: CRPS=0.4014 RMSE=0.9895",
30
+ " Lead 96h: CRPS=0.4393 RMSE=1.1021",
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+ " Lead 108h: CRPS=0.4913 RMSE=1.2634",
32
+ " Lead 120h: CRPS=0.5500 RMSE=1.4490",
33
+ " Lead 12h: CRPS=0.0016 RMSE=0.0064",
34
+ " Lead 24h: CRPS=0.0975 RMSE=0.1918",
35
+ " Lead 36h: CRPS=0.0971 RMSE=0.1915",
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+ " Lead 48h: CRPS=0.1391 RMSE=0.2694",
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+ " Lead 60h: CRPS=0.1389 RMSE=0.2689",
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+ " Lead 72h: CRPS=0.1694 RMSE=0.3291",
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+ " Lead 84h: CRPS=0.1692 RMSE=0.3286",
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+ " Lead 96h: CRPS=0.1910 RMSE=0.3679",
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+ " Lead 108h: CRPS=0.1908 RMSE=0.3676",
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+ " Lead 120h: CRPS=0.2224 RMSE=0.4218",
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+ "2026-07-16 06:51:57,497 [INFO] Computing scores..."
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+ ],
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+ "tail": [
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+ " Lead 60h: CRPS=0.1389 RMSE=0.2689",
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+ " Lead 72h: CRPS=0.1694 RMSE=0.3291",
48
+ " Lead 84h: CRPS=0.1692 RMSE=0.3286",
49
+ " Lead 96h: CRPS=0.1910 RMSE=0.3679",
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+ " Lead 108h: CRPS=0.1908 RMSE=0.3676",
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+ " Lead 120h: CRPS=0.2224 RMSE=0.4218",
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+ "",
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+ "2026-07-16 06:50:51,471 [INFO] Downloading from HuggingFace Hub: salv47/u-cast/ucast.ckpt \u2192 .cache/models/",
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+ "2026-07-16 06:50:51,659 [INFO] HTTP Request: GET https://huggingface.co/api/agent-harnesses \"HTTP/1.1 200 OK\"",
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+ "2026-07-16 06:50:51,771 [INFO] HTTP Request: HEAD https://huggingface.co/salv47/u-cast/resolve/main/ucast.ckpt \"HTTP/1.1 302 Found\"",
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+ "2026-07-16 06:51:17,508 [INFO] Config: window=2, hourly_resolution=12h, prediction_horizon=10, ensemble_size=5",
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+ "2026-07-16 06:51:17,508 [INFO] Device: cuda",
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+ "2026-07-16 06:51:18,255 [INFO] gcsfs experimental features enabled via GCSFS_EXPERIMENTAL_ZB_HNS_SUPPORT.",
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+ "2026-07-16 06:51:20,719 [INFO] Opened dataset: 1959-2023_01_10-6h-240x121_equiangular_with_poles_conservative.zarr with 93544 time steps",
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+ "2026-07-16 06:51:22,252 [INFO] Initial condition dates (1): [np.datetime64('2020-01-01')]",
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+ "2026-07-16 06:51:27,814 [INFO] Loading checkpoint from /root/u-cast/.cache/models/models--salv47--u-cast/snapshots/775f2974b52b5beb8945ac3c60212ca25e0a13f5/ucast.ckpt",
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+ "2026-07-16 06:51:33,898 [INFO] Model loaded. Parameters: 895,389,203",
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+ "2026-07-16 06:51:33,898 [INFO] ",
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+ "============================================================",
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+ "2026-07-16 06:51:33,898 [INFO] IC 1/1: 2020-01-01",
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+ "2026-07-16 06:51:33,898 [INFO] ============================================================",
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+ "2026-07-16 06:51:43,097 [INFO] Requested times: ['2019-12-31T12:00:00.000000000' '2020-01-01T00:00:00.000000000']...2020-01-06T00:00:00.000000000",
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+ "",
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+ "Lead time: 0%| | 0/10 [00:00<?, ?it/s]",
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+ "Lead time: 10%|\u2588 | 1/10 [00:06<01:01, 6.79s/it]",
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+ "Lead time: 20%|\u2588\u2588 | 2/10 [00:07<00:26, 3.26s/it]",
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+ "Lead time: 30%|\u2588\u2588\u2588 | 3/10 [00:08<00:14, 2.14s/it]",
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+ "Lead time: 40%|\u2588\u2588\u2588\u2588 | 4/10 [00:09<00:09, 1.61s/it]",
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+ "Lead time: 50%|\u2588\u2588\u2588\u2588\u2588 | 5/10 [00:09<00:06, 1.31s/it]",
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+ "Lead time: 60%|\u2588\u2588\u2588\u2588\u2588\u2588 | 6/10 [00:10<00:04, 1.14s/it]",
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+ "Lead time: 70%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588 | 7/10 [00:11<00:03, 1.02s/it]",
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+ "Lead time: 80%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588 | 8/10 [00:12<00:01, 1.05it/s]",
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+ "Lead time: 90%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588 | 9/10 [00:13<00:00, 1.11it/s]",
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+ "Lead time: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 10/10 [00:13<00:00, 1.15it/s]",
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+ "Lead time: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 10/10 [00:13<00:00, 1.39s/it]",
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+ "2026-07-16 06:51:57,497 [INFO] Computing scores...",
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+ "",
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+ "Scoring ICs: 0%| | 0/1 [00:00<?, ?IC/s]",
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+ "Scoring ICs: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 1/1 [00:01<00:00, 1.47s/IC]",
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+ "Scoring ICs: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 1/1 [00:01<00:00, 1.47s/IC]"
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+ ]
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+ }