Upload WaveCleanLDM/C6D_Slope10D_TargetedAlignment/data_manifest.json with huggingface_hub
Browse files
WaveCleanLDM/C6D_Slope10D_TargetedAlignment/data_manifest.json
ADDED
|
@@ -0,0 +1,222 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"version": 3,
|
| 3 |
+
"repos": {
|
| 4 |
+
"wuff-mann/ATLAS-WDS": {
|
| 5 |
+
"accepted": 80000,
|
| 6 |
+
"scanned": 80000,
|
| 7 |
+
"accept_rate": 1.0,
|
| 8 |
+
"exhausted": false,
|
| 9 |
+
"reject": {}
|
| 10 |
+
},
|
| 11 |
+
"wuff-mann/ATLAS-WDS-v4": {
|
| 12 |
+
"accepted": 80000,
|
| 13 |
+
"scanned": 80000,
|
| 14 |
+
"accept_rate": 1.0,
|
| 15 |
+
"exhausted": false,
|
| 16 |
+
"reject": {}
|
| 17 |
+
}
|
| 18 |
+
},
|
| 19 |
+
"synthetic": {
|
| 20 |
+
"accepted": 40000
|
| 21 |
+
},
|
| 22 |
+
"complete": true,
|
| 23 |
+
"real_accepted_total": 160000,
|
| 24 |
+
"accepted_total": 200000,
|
| 25 |
+
"split_counts": {
|
| 26 |
+
"train": 193804,
|
| 27 |
+
"val": 4091,
|
| 28 |
+
"test": 2105
|
| 29 |
+
},
|
| 30 |
+
"config": {
|
| 31 |
+
"SEED": 20260714,
|
| 32 |
+
"NF": 47,
|
| 33 |
+
"ND": 72,
|
| 34 |
+
"FREQ_MIN": 0.02,
|
| 35 |
+
"FREQ_MAX": 0.5,
|
| 36 |
+
"K_MAX": 6,
|
| 37 |
+
"PHYSICAL_PROPOSALS": 24,
|
| 38 |
+
"ACTIVE_THRESHOLD": 0.45,
|
| 39 |
+
"DATA_REPOS": [
|
| 40 |
+
"wuff-mann/ATLAS-WDS",
|
| 41 |
+
"wuff-mann/ATLAS-WDS-v4"
|
| 42 |
+
],
|
| 43 |
+
"DATA_SPLIT_PREFIX": "data/train-",
|
| 44 |
+
"REAL_ACCEPT_TOTAL": 160000,
|
| 45 |
+
"REAL_SOFT_TARGET_PER_REPO": 80000,
|
| 46 |
+
"REAL_MIN_PER_REPO": 20000,
|
| 47 |
+
"SYNTHETIC_ACCEPT": 40000,
|
| 48 |
+
"MAX_SCAN_PER_REPO": null,
|
| 49 |
+
"VAL_N": 4096,
|
| 50 |
+
"TEST_N": 2048,
|
| 51 |
+
"CHUNK_SIZE": 2048,
|
| 52 |
+
"TRAIN_VIEW_N": 180000,
|
| 53 |
+
"VAL_VIEW_N": 4096,
|
| 54 |
+
"TEST_VIEW_N": 2048,
|
| 55 |
+
"AE_EPOCH_SAMPLES": 180000,
|
| 56 |
+
"LDM_EPOCH_SAMPLES": 180000,
|
| 57 |
+
"PACKET_EPOCH_SAMPLES": 120000,
|
| 58 |
+
"JOINT_EPOCH_SAMPLES": 60000,
|
| 59 |
+
"QUALITY_MIN": 0.55,
|
| 60 |
+
"QUALITY_PREFERRED": 0.72,
|
| 61 |
+
"HS_MIN": 0.03,
|
| 62 |
+
"HS_MAX": 30.0,
|
| 63 |
+
"EDGE_RATIO_MAX": 0.9,
|
| 64 |
+
"ACTIVE_AREA_MAX": 0.95,
|
| 65 |
+
"IMPULSE_SCORE_MAX": 0.12,
|
| 66 |
+
"CONCENTRATION_MIN": 0.08,
|
| 67 |
+
"HF_CONNECT_TIMEOUT": 15,
|
| 68 |
+
"HF_READ_TIMEOUT": 45,
|
| 69 |
+
"HF_METADATA_TIMEOUT": 20,
|
| 70 |
+
"HF_DOWNLOAD_RETRIES": 12,
|
| 71 |
+
"HF_CHUNK_MB": 4,
|
| 72 |
+
"HF_PREFETCH_WORKERS": 4,
|
| 73 |
+
"HF_PREFETCH_AHEAD": 4,
|
| 74 |
+
"HF_MANIFEST_MAX_AGE_HOURS": 24,
|
| 75 |
+
"HF_MANIFEST_SCHEMA_VERSION": 3,
|
| 76 |
+
"HF_VERIFY_SIZE": true,
|
| 77 |
+
"HF_USE_PERSISTENT_CACHE": true,
|
| 78 |
+
"HF_AUTO_MOUNT_DRIVE": true,
|
| 79 |
+
"HF_PERSISTENT_CACHE_DIR": "/content/drive/MyDrive/ICWDS_HF_Parquet_Cache",
|
| 80 |
+
"AE_BASE": 64,
|
| 81 |
+
"AE_LATENT_CH": 8,
|
| 82 |
+
"AE_EPOCHS": 18,
|
| 83 |
+
"AE_BATCH": 96,
|
| 84 |
+
"AE_ACCUM": 1,
|
| 85 |
+
"AE_LR": 0.0002,
|
| 86 |
+
"AE_MIN_LR": 1e-06,
|
| 87 |
+
"AE_WD": 0.0001,
|
| 88 |
+
"AE_KL_MAX": 2e-05,
|
| 89 |
+
"AE_KL_WARMUP_EPOCHS": 6,
|
| 90 |
+
"LDM_BASE": 192,
|
| 91 |
+
"LDM_TIME_DIM": 512,
|
| 92 |
+
"LDM_PACKET_DIM": 512,
|
| 93 |
+
"LDM_HEADS": 8,
|
| 94 |
+
"LDM_RES_BLOCKS": 2,
|
| 95 |
+
"LDM_TOKEN_DIM": 192,
|
| 96 |
+
"LDM_PRETRAIN_EPOCHS": 28,
|
| 97 |
+
"LDM_BATCH": 80,
|
| 98 |
+
"LDM_ACCUM": 1,
|
| 99 |
+
"LDM_LR": 0.00015,
|
| 100 |
+
"LDM_MIN_LR": 8e-07,
|
| 101 |
+
"LDM_WD": 0.0001,
|
| 102 |
+
"DIFF_STEPS": 1000,
|
| 103 |
+
"SAMPLE_STEPS": 48,
|
| 104 |
+
"EMA_DECAY": 0.9999,
|
| 105 |
+
"COND_DROP_PROB": 0.1,
|
| 106 |
+
"VALIDATION_SAMPLE_STEPS": 24,
|
| 107 |
+
"FOUNDATION_VAL_BATCHES": 16,
|
| 108 |
+
"PACKET_ALIGN_EPOCHS": 12,
|
| 109 |
+
"PACKET_ALIGN_BATCH": 56,
|
| 110 |
+
"PACKET_ALIGN_ACCUM": 1,
|
| 111 |
+
"PACKET_ALIGN_LR": 6e-05,
|
| 112 |
+
"PACKET_ALIGN_MIN_LR": 5e-07,
|
| 113 |
+
"CAUSAL_LOSS_EVERY": 4,
|
| 114 |
+
"CAUSAL_MARGIN": 0.012,
|
| 115 |
+
"JOINT_EPOCHS": 10,
|
| 116 |
+
"JOINT_BATCH": 8,
|
| 117 |
+
"JOINT_ACCUM": 4,
|
| 118 |
+
"JOINT_LR_CNN": 8e-06,
|
| 119 |
+
"JOINT_LR_FRONT": 1.5e-05,
|
| 120 |
+
"JOINT_LR_PACKET": 2.5e-05,
|
| 121 |
+
"JOINT_LR_LDM": 1e-05,
|
| 122 |
+
"JOINT_MIN_LR": 2e-07,
|
| 123 |
+
"JOINT_VALIDATE_N": 128,
|
| 124 |
+
"REQUIRED_VRAM_GB": 16.0,
|
| 125 |
+
"NUM_WORKERS": 0,
|
| 126 |
+
"GRAD_CLIP": 1.0,
|
| 127 |
+
"USE_GRAD_CHECKPOINT": true,
|
| 128 |
+
"VALIDATION_SAMPLE_N": 128,
|
| 129 |
+
"GALLERY_ROWS": 8,
|
| 130 |
+
"FINAL_BENCHMARK_N": 256,
|
| 131 |
+
"AE_VALIDATION_BATCHES": 32,
|
| 132 |
+
"TOTAL_BUDGET_HOURS": 10.0,
|
| 133 |
+
"FINAL_RESERVE_HOURS": 0.75,
|
| 134 |
+
"AE_MAX_HOURS": 3.0,
|
| 135 |
+
"LDM_MAX_HOURS": 8.0,
|
| 136 |
+
"PACKET_MAX_HOURS": 3.5,
|
| 137 |
+
"JOINT_MAX_HOURS": 2.5,
|
| 138 |
+
"AE_MIN_EPOCHS": 8,
|
| 139 |
+
"AE_PATIENCE": 4,
|
| 140 |
+
"AE_REL_MIN_DELTA": 0.002,
|
| 141 |
+
"LDM_MIN_EPOCHS": 12,
|
| 142 |
+
"LDM_PATIENCE": 5,
|
| 143 |
+
"LDM_REL_MIN_DELTA": 0.002,
|
| 144 |
+
"PACKET_MIN_EPOCHS": 5,
|
| 145 |
+
"PACKET_PATIENCE": 3,
|
| 146 |
+
"PACKET_REL_MIN_DELTA": 0.003,
|
| 147 |
+
"JOINT_MIN_EPOCHS": 4,
|
| 148 |
+
"JOINT_PATIENCE": 3,
|
| 149 |
+
"JOINT_REL_MIN_DELTA": 0.003,
|
| 150 |
+
"TIME_CHECK_EVERY_STEPS": 100,
|
| 151 |
+
"KEEP_RECENT_CHECKPOINTS": 2,
|
| 152 |
+
"AUTO_DOWNLOAD_RESULTS": true,
|
| 153 |
+
"MODEL_REPO": "wuff-mann/Wave_compress_system",
|
| 154 |
+
"CNN_REMOTE": "CNN.py",
|
| 155 |
+
"CNN_PT_REMOTE": "CNN.pt",
|
| 156 |
+
"VAE_REMOTE": "VAE.py",
|
| 157 |
+
"VAE_PT_REMOTE": "VAE.pt",
|
| 158 |
+
"ROOT": "/content/icwds_c6d_slope10",
|
| 159 |
+
"CACHE_DIR": "/content/icwds_c6c_full/cache",
|
| 160 |
+
"ASSET_DIR": "/content/icwds_c6c_full/assets",
|
| 161 |
+
"OUT_DIR": "/content/icwds_c6d_slope10/output",
|
| 162 |
+
"CKPT_DIR": "/content/icwds_c6d_slope10/checkpoints",
|
| 163 |
+
"HF_UPLOAD_REPO": "wuff-mann/Wave_compress_system",
|
| 164 |
+
"HF_UPLOAD_PREFIX": "WaveCleanLDM/C6D_Slope10D_TargetedAlignment",
|
| 165 |
+
"UPLOAD_TO_HF": true,
|
| 166 |
+
"UPLOAD_EVERY_EPOCH": false,
|
| 167 |
+
"RESUME": true,
|
| 168 |
+
"LOCAL_ASSET_DIR": null
|
| 169 |
+
},
|
| 170 |
+
"frequency_grid": [
|
| 171 |
+
0.019999999552965164,
|
| 172 |
+
0.021449638530611992,
|
| 173 |
+
0.023004351183772087,
|
| 174 |
+
0.024671752005815506,
|
| 175 |
+
0.026460008695721626,
|
| 176 |
+
0.02837788313627243,
|
| 177 |
+
0.03043476864695549,
|
| 178 |
+
0.032640740275382996,
|
| 179 |
+
0.035006605088710785,
|
| 180 |
+
0.03754395246505737,
|
| 181 |
+
0.04026521369814873,
|
| 182 |
+
0.043183714151382446,
|
| 183 |
+
0.046313755214214325,
|
| 184 |
+
0.049670666456222534,
|
| 185 |
+
0.05327089503407478,
|
| 186 |
+
0.05713207647204399,
|
| 187 |
+
0.06127312034368515,
|
| 188 |
+
0.06571431457996368,
|
| 189 |
+
0.07047741860151291,
|
| 190 |
+
0.0755857601761818,
|
| 191 |
+
0.0810643658041954,
|
| 192 |
+
0.08694007247686386,
|
| 193 |
+
0.09324166178703308,
|
| 194 |
+
0.10000000149011612,
|
| 195 |
+
0.10724819451570511,
|
| 196 |
+
0.11502175778150558,
|
| 197 |
+
0.12335876375436783,
|
| 198 |
+
0.13230004906654358,
|
| 199 |
+
0.14188942313194275,
|
| 200 |
+
0.15217384696006775,
|
| 201 |
+
0.16320370137691498,
|
| 202 |
+
0.17503303289413452,
|
| 203 |
+
0.18771976232528687,
|
| 204 |
+
0.20132605731487274,
|
| 205 |
+
0.21591857075691223,
|
| 206 |
+
0.23156878352165222,
|
| 207 |
+
0.24835333228111267,
|
| 208 |
+
0.2663544714450836,
|
| 209 |
+
0.28566038608551025,
|
| 210 |
+
0.30636560916900635,
|
| 211 |
+
0.3285715878009796,
|
| 212 |
+
0.35238710045814514,
|
| 213 |
+
0.37792882323265076,
|
| 214 |
+
0.4053218364715576,
|
| 215 |
+
0.4347003698348999,
|
| 216 |
+
0.4662083089351654,
|
| 217 |
+
0.5
|
| 218 |
+
],
|
| 219 |
+
"normalization": "old-V4 per-spectrum log1p(E/max*100)",
|
| 220 |
+
"main_target": "physically valid raw spectrum with isolated-impulse-only cleanup",
|
| 221 |
+
"selection_policy": "fatal corruption rejection + continuous quality-weighted sampling; combined repository target with canonical layout-aware shard selection and soft source balancing"
|
| 222 |
+
}
|