Beat Map Maker DS

.gitattributes

@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+ranked_pattern_model.json filter=lfs diff=lfs merge=lfs -text

brain/dataset_brain.json

@@ -0,0 +1,214 @@
+{
+  "version": "dataset-brain-v1",
+  "createdAt": 1778824919.4604235,
+  "source": "ranked_spacing_profile + trained pattern model",
+  "styles": {
+    "ranked tech": {
+      "name": "ranked tech",
+      "vector": {
+        "density": 1.45,
+        "streams": 1.3,
+        "maxSimultaneous": 3,
+        "dots": 0.06,
+        "walls": 0.05,
+        "flowBias": 0.45,
+        "techBias": 0.85
+      },
+      "description": "Procedural style prior for ranked tech"
+    },
+    "flowy dance": {
+      "name": "flowy dance",
+      "vector": {
+        "density": 0.9,
+        "streams": 0.55,
+        "maxSimultaneous": 2,
+        "dots": 0.025,
+        "walls": 0.03,
+        "flowBias": 0.95,
+        "techBias": 0.2
+      },
+      "description": "Procedural style prior for flowy dance"
+    },
+    "ost-like": {
+      "name": "ost-like",
+      "vector": {
+        "density": 0.65,
+        "streams": 0.25,
+        "maxSimultaneous": 2,
+        "dots": 0.03,
+        "walls": 0.08,
+        "flowBias": 0.8,
+        "techBias": 0.15
+      },
+      "description": "Procedural style prior for ost-like"
+    },
+    "speed map": {
+      "name": "speed map",
+      "vector": {
+        "density": 1.8,
+        "streams": 1.8,
+        "maxSimultaneous": 2,
+        "dots": 0.03,
+        "walls": 0.01,
+        "flowBias": 0.55,
+        "techBias": 0.65
+      },
+      "description": "Procedural style prior for speed map"
+    },
+    "accuracy map": {
+      "name": "accuracy map",
+      "vector": {
+        "density": 0.8,
+        "streams": 0.25,
+        "maxSimultaneous": 1,
+        "dots": 0.12,
+        "walls": 0.0,
+        "flowBias": 0.6,
+        "techBias": 0.25
+      },
+      "description": "Procedural style prior for accuracy map"
+    },
+    "fitness map": {
+      "name": "fitness map",
+      "vector": {
+        "density": 1.0,
+        "streams": 0.75,
+        "maxSimultaneous": 2,
+        "dots": 0.02,
+        "walls": 0.12,
+        "flowBias": 0.9,
+        "techBias": 0.1
+      },
+      "description": "Procedural style prior for fitness map"
+    },
+    "cinematic map": {
+      "name": "cinematic map",
+      "vector": {
+        "density": 0.55,
+        "streams": 0.15,
+        "maxSimultaneous": 2,
+        "dots": 0.04,
+        "walls": 0.15,
+        "flowBias": 0.7,
+        "techBias": 0.05
+      },
+      "description": "Procedural style prior for cinematic map"
+    }
+  },
+  "retrievalIndex": [
+    {
+      "id": "expert",
+      "bpm": 120,
+      "energy": 0.75,
+      "style": "expert",
+      "gap": 0.5,
+      "nps": 5.786561367083531,
+      "logic": {
+        "grid": 0.5,
+        "simul": {
+          "1": 0.7758,
+          "2": 0.2108,
+          "3": 0.0098,
+          "4": 0.0032,
+          "5": 0.0001,
+          "6": 0.0002
+        }
+      }
+    },
+    {
+      "id": "expertplus",
+      "bpm": 120,
+      "energy": 0.75,
+      "style": "expertplus",
+      "gap": 0.5,
+      "nps": 7.482991489060913,
+      "logic": {
+        "grid": 0.5,
+        "simul": {
+          "1": 0.7248,
+          "2": 0.2477,
+          "3": 0.0209,
+          "4": 0.006,
+          "5": 0.0004,
+          "6": 0.0003
+        }
+      }
+    },
+    {
+      "id": "normal",
+      "bpm": 120,
+      "energy": 0.5,
+      "style": "normal",
+      "gap": 0.875,
+      "nps": 3.5413335639433137,
+      "logic": {
+        "grid": 0.875,
+        "simul": {
+          "1": 0.8368,
+          "2": 0.1588,
+          "3": 0.0032,
+          "4": 0.0011,
+          "5": 0.0,
+          "6": 0.0
+        }
+      }
+    }
+  ],
+  "spacingProfile": {
+    "expert": {
+      "maps": 1262,
+      "gap_p25": 0.375,
+      "gap_p50": 0.5,
+      "gap_p75": 0.875,
+      "gap_p90": 1.0,
+      "nps_p25": 4.377515640144507,
+      "nps_p50": 5.786561367083531,
+      "nps_p75": 7.35240316765693,
+      "simul_distribution": {
+        "1": 0.7758,
+        "2": 0.2108,
+        "3": 0.0098,
+        "4": 0.0032,
+        "5": 0.0001,
+        "6": 0.0002
+      }
+    },
+    "expertplus": {
+      "maps": 1636,
+      "gap_p25": 0.25,
+      "gap_p50": 0.5,
+      "gap_p75": 0.5,
+      "gap_p90": 1.0,
+      "nps_p25": 5.865601242954184,
+      "nps_p50": 7.482991489060913,
+      "nps_p75": 9.334804828555546,
+      "simul_distribution": {
+        "1": 0.7248,
+        "2": 0.2477,
+        "3": 0.0209,
+        "4": 0.006,
+        "5": 0.0004,
+        "6": 0.0003
+      }
+    },
+    "normal": {
+      "maps": 2036,
+      "gap_p25": 0.5,
+      "gap_p50": 0.875,
+      "gap_p75": 1.0,
+      "gap_p90": 2.0,
+      "nps_p25": 2.5472975762357346,
+      "nps_p50": 3.5413335639433137,
+      "nps_p75": 4.676668785759695,
+      "simul_distribution": {
+        "1": 0.8368,
+        "2": 0.1588,
+        "3": 0.0032,
+        "4": 0.0011,
+        "5": 0.0,
+        "6": 0.0
+      }
+    },
+    "createdFromMaps": 4934
+  }
+}

ranked_pattern_model.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4155e87554ba5832c1f5161239960017126457bbd0b853275711ff377174c36
+size 46467136

ranked_spacing_profile.json

@@ -0,0 +1,57 @@
+{
+  "expert": {
+    "maps": 1262,
+    "gap_p25": 0.375,
+    "gap_p50": 0.5,
+    "gap_p75": 0.875,
+    "gap_p90": 1.0,
+    "nps_p25": 4.377515640144507,
+    "nps_p50": 5.786561367083531,
+    "nps_p75": 7.35240316765693,
+    "simul_distribution": {
+      "1": 0.7758,
+      "2": 0.2108,
+      "3": 0.0098,
+      "4": 0.0032,
+      "5": 0.0001,
+      "6": 0.0002
+    }
+  },
+  "expertplus": {
+    "maps": 1636,
+    "gap_p25": 0.25,
+    "gap_p50": 0.5,
+    "gap_p75": 0.5,
+    "gap_p90": 1.0,
+    "nps_p25": 5.865601242954184,
+    "nps_p50": 7.482991489060913,
+    "nps_p75": 9.334804828555546,
+    "simul_distribution": {
+      "1": 0.7248,
+      "2": 0.2477,
+      "3": 0.0209,
+      "4": 0.006,
+      "5": 0.0004,
+      "6": 0.0003
+    }
+  },
+  "normal": {
+    "maps": 2036,
+    "gap_p25": 0.5,
+    "gap_p50": 0.875,
+    "gap_p75": 1.0,
+    "gap_p90": 2.0,
+    "nps_p25": 2.5472975762357346,
+    "nps_p50": 3.5413335639433137,
+    "nps_p75": 4.676668785759695,
+    "simul_distribution": {
+      "1": 0.8368,
+      "2": 0.1588,
+      "3": 0.0032,
+      "4": 0.0011,
+      "5": 0.0,
+      "6": 0.0
+    }
+  },
+  "createdFromMaps": 4934
+}

training.log

@@ -0,0 +1,33 @@
+Training from 2552 zips in /all_ranked_zips
+KCODE_PROGRESS {"zips": 100, "parsed_maps": 297, "notes": 309270, "elapsed_sec": 3.5}
+KCODE_PROGRESS {"zips": 200, "parsed_maps": 583, "notes": 643343, "elapsed_sec": 7.3}
+KCODE_PROGRESS {"zips": 300, "parsed_maps": 876, "notes": 966480, "elapsed_sec": 10.6}
+KCODE_PROGRESS {"zips": 400, "parsed_maps": 1181, "notes": 1302135, "elapsed_sec": 16.8}
+KCODE_PROGRESS {"zips": 500, "parsed_maps": 1451, "notes": 1648591, "elapsed_sec": 20.8}
+KCODE_PROGRESS {"zips": 600, "parsed_maps": 1771, "notes": 1971443, "elapsed_sec": 26.9}
+KCODE_PROGRESS {"zips": 700, "parsed_maps": 2055, "notes": 2291726, "elapsed_sec": 31.7}
+KCODE_PROGRESS {"zips": 800, "parsed_maps": 2378, "notes": 2631631, "elapsed_sec": 38.0}
+KCODE_PROGRESS {"zips": 900, "parsed_maps": 2653, "notes": 2918636, "elapsed_sec": 43.7}
+KCODE_PROGRESS {"zips": 1000, "parsed_maps": 2914, "notes": 3182537, "elapsed_sec": 50.4}
+KCODE_PROGRESS {"zips": 1100, "parsed_maps": 3170, "notes": 3470418, "elapsed_sec": 56.2}
+KCODE_PROGRESS {"zips": 1200, "parsed_maps": 3398, "notes": 3752609, "elapsed_sec": 60.5}
+KCODE_PROGRESS {"zips": 1300, "parsed_maps": 3651, "notes": 4015093, "elapsed_sec": 65.6}
+KCODE_PROGRESS {"zips": 1400, "parsed_maps": 3900, "notes": 4300674, "elapsed_sec": 71.5}
+KCODE_PROGRESS {"zips": 1500, "parsed_maps": 4146, "notes": 4554198, "elapsed_sec": 82.4}
+KCODE_PROGRESS {"zips": 1600, "parsed_maps": 4367, "notes": 4802333, "elapsed_sec": 86.1}
+KCODE_PROGRESS {"zips": 1700, "parsed_maps": 4651, "notes": 5107973, "elapsed_sec": 92.3}
+KCODE_PROGRESS {"zips": 1800, "parsed_maps": 4925, "notes": 5387670, "elapsed_sec": 97.9}
+KCODE_PROGRESS {"zips": 1900, "parsed_maps": 5201, "notes": 5645895, "elapsed_sec": 104.4}
+KCODE_PROGRESS {"zips": 2000, "parsed_maps": 5465, "notes": 5905474, "elapsed_sec": 109.5}
+KCODE_PROGRESS {"zips": 2100, "parsed_maps": 5740, "notes": 6210204, "elapsed_sec": 115.4}
+KCODE_PROGRESS {"zips": 2200, "parsed_maps": 5966, "notes": 6382354, "elapsed_sec": 117.4}
+KCODE_PROGRESS {"zips": 2300, "parsed_maps": 6208, "notes": 6609025, "elapsed_sec": 119.8}
+KCODE_PROGRESS {"zips": 2400, "parsed_maps": 6446, "notes": 6892009, "elapsed_sec": 123.0}
+KCODE_PROGRESS {"zips": 2500, "parsed_maps": 6719, "notes": 7186871, "elapsed_sec": 126.6}
+DONE
+{
+  "zips_seen": 2552,
+  "zips_without_standard_maps": 26,
+  "standard_maps": 6881,
+  "notes": 7356035
+}

training.pid

@@ -0,0 +1 @@
+67420

training_report.json

@@ -0,0 +1,8 @@
+{
+  "zips_seen": 2552,
+  "zips_without_standard_maps": 26,
+  "standard_maps": 6881,
+  "notes": 7356035,
+  "elapsed_sec": 129.66,
+  "model": "/ranked_pattern_model.json"
+}