Upload v8-pre-hoLSZH-s2_summary.json with huggingface_hub

v8-pre-hoLSZH-s2_summary.json

@@ -0,0 +1,101 @@
+{
+  "tag": "v8-pre-hoLSZH-s2",
+  "lambda_jepa": 0.0,
+  "beta_nll": 0.5,
+  "n_params": 8034446,
+  "best_fde_m": 4816.87646484375,
+  "final": {
+    "in_distribution": {
+      "ade_m": 2678.499267578125,
+      "fde_m": 4900.3134765625,
+      "fde_median_m": 3664.28857421875,
+      "nll_xy_z": -4.962896823883057,
+      "coverage_95": 0.6051520727351445,
+      "n": 9239,
+      "miss_rate_500m": 0.987877475917307,
+      "miss_rate_1000m": 0.933217880723022,
+      "miss_rate_2000m": 0.7552765450806365,
+      "per_bucket": {
+        "delta_30_60": {
+          "ade_m": 1819.403564453125,
+          "fde_m": 2825.484130859375,
+          "coverage_95": 0.7130214917825537,
+          "n": 3164
+        },
+        "delta_60_90": {
+          "ade_m": 2602.20556640625,
+          "fde_m": 4761.95263671875,
+          "coverage_95": 0.5967025998731769,
+          "n": 3154
+        },
+        "delta_90_120": {
+          "ade_m": 3626.30419921875,
+          "fde_m": 7157.58984375,
+          "coverage_95": 0.5022364217252396,
+          "n": 3130
+        }
+      }
+    },
+    "extrap_delta_180": {
+      "ade_m": 5734.70556640625,
+      "fde_m": 13065.03515625,
+      "fde_median_m": 12368.0234375,
+      "nll_xy_z": 7.91225528717041,
+      "coverage_95": 0.2569542158242234,
+      "n": 9239,
+      "miss_rate_500m": 0.9955622902911571,
+      "miss_rate_1000m": 0.9759714254789479,
+      "miss_rate_2000m": 0.9174153046866544
+    },
+    "extrap_delta_300": {
+      "ade_m": 7505.2470703125,
+      "fde_m": 16708.302734375,
+      "fde_median_m": 14904.548828125,
+      "nll_xy_z": 18.205486297607422,
+      "coverage_95": 0.24504816538586427,
+      "n": 9239,
+      "miss_rate_500m": 0.9970776058014936,
+      "miss_rate_1000m": 0.9815997402316268,
+      "miss_rate_2000m": 0.9239095140166684
+    }
+  },
+  "args": {
+    "airport": "RKSIa",
+    "multi_airport": "RKSIa,RKSId,ESSA",
+    "eval_airport": "LSZH",
+    "use_airport_token": true,
+    "data_dir": "data",
+    "tag": "v8-pre-hoLSZH-s2",
+    "out_dir": "runs",
+    "epochs": 60,
+    "batch_size": 64,
+    "lr": 0.0001,
+    "weight_decay": 0.0001,
+    "past_max": 256,
+    "past_min": 60,
+    "delta_min": 30,
+    "delta_max": 120,
+    "extrap_delta_max": 300,
+    "epoch_multiplier": 1,
+    "lambda_jepa": 0.0,
+    "ema_decay": 0.998,
+    "beta_nll": 0.5,
+    "ss_max": 0.0,
+    "ss_warmup_frac": 0.5,
+    "decoder_mode": "parallel",
+    "d_model": 256,
+    "n_layers": 4,
+    "n_heads": 8,
+    "patch_size": 8,
+    "seed": 2,
+    "num_workers": 2,
+    "push_to_hub": true,
+    "hub_model_id": "guychuk/flight-jepa-v2",
+    "pretrained_encoder": "guychuk/flight-jepa-v2",
+    "pretrained_encoder_file": "v8-pretrain-hoLSZH.pt",
+    "freeze_encoder": false,
+    "held_out_classes": null,
+    "keep_only_classes": null,
+    "trackio_name": "v8-pre-hoLSZH-s2"
+  }
+}