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

v8-pre-hoRKSId-s2_summary.json

@@ -0,0 +1,101 @@
+{
+  "tag": "v8-pre-hoRKSId-s2",
+  "lambda_jepa": 0.0,
+  "beta_nll": 0.5,
+  "n_params": 8034446,
+  "best_fde_m": 8853.3544921875,
+  "final": {
+    "in_distribution": {
+      "ade_m": 4167.41943359375,
+      "fde_m": 8900.615234375,
+      "fde_median_m": 7260.64404296875,
+      "nll_xy_z": 10.507883071899414,
+      "coverage_95": 0.37593158216249234,
+      "n": 8185,
+      "miss_rate_500m": 0.9993891264508247,
+      "miss_rate_1000m": 0.9956017104459377,
+      "miss_rate_2000m": 0.9560171044593769,
+      "per_bucket": {
+        "delta_30_60": {
+          "ade_m": 2642.7080078125,
+          "fde_m": 4731.447265625,
+          "coverage_95": 0.5546875,
+          "n": 2816
+        },
+        "delta_60_90": {
+          "ade_m": 4063.573974609375,
+          "fde_m": 8709.75,
+          "coverage_95": 0.306998556998557,
+          "n": 2772
+        },
+        "delta_90_120": {
+          "ade_m": 5811.3330078125,
+          "fde_m": 13307.0234375,
+          "coverage_95": 0.261433201296363,
+          "n": 2777
+        }
+      }
+    },
+    "extrap_delta_180": {
+      "ade_m": 7655.720703125,
+      "fde_m": 18306.576171875,
+      "fde_median_m": 19380.26953125,
+      "nll_xy_z": 42.49616241455078,
+      "coverage_95": 0.15613927916921197,
+      "n": 8185,
+      "miss_rate_500m": 0.9992669517409896,
+      "miss_rate_1000m": 0.9949908368967624,
+      "miss_rate_2000m": 0.9758094074526573
+    },
+    "extrap_delta_300": {
+      "ade_m": 9931.8740234375,
+      "fde_m": 23559.388671875,
+      "fde_median_m": 22688.697265625,
+      "nll_xy_z": 61.53811264038086,
+      "coverage_95": 0.16090409285277948,
+      "n": 8185,
+      "miss_rate_500m": 0.9985339034819792,
+      "miss_rate_1000m": 0.9925473427000611,
+      "miss_rate_2000m": 0.969578497251069
+    }
+  },
+  "args": {
+    "airport": "RKSIa",
+    "multi_airport": "RKSIa,ESSA,LSZH",
+    "eval_airport": "RKSId",
+    "use_airport_token": true,
+    "data_dir": "data",
+    "tag": "v8-pre-hoRKSId-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-hoRKSId.pt",
+    "freeze_encoder": false,
+    "held_out_classes": null,
+    "keep_only_classes": null,
+    "trackio_name": "v8-pre-hoRKSId-s2"
+  }
+}