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2026-01-28 23:07:45 +08:00
parent 7232b6d1ca
commit 803336ab06
6 changed files with 1719 additions and 1687 deletions
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43
example/results/config_used.json
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@@ -1,10 +1,10 @@
{ {
"data_path": "F:\\GAN4CyberDefense\\dataset\\hai\\hai-21.03\\train1.csv.gz", "data_path": "/root/autodl-tmp/mask-ddpm/dataset/hai/hai-21.03/train1.csv.gz",
"data_glob": "F:\\GAN4CyberDefense\\mask-ddpm\\example\\..\\..\\dataset\\hai\\hai-21.03\\train*.csv.gz", "data_glob": "/root/autodl-tmp/mask-ddpm/mask-ddpm/example/../../dataset/hai/hai-21.03/train*.csv.gz",
"split_path": "F:\\GAN4CyberDefense\\mask-ddpm\\example\\feature_split.json", "split_path": "/root/autodl-tmp/mask-ddpm/mask-ddpm/example/feature_split.json",
"stats_path": "F:\\GAN4CyberDefense\\mask-ddpm\\example\\results\\cont_stats.json", "stats_path": "/root/autodl-tmp/mask-ddpm/mask-ddpm/example/results/cont_stats.json",
"vocab_path": "F:\\GAN4CyberDefense\\mask-ddpm\\example\\results\\disc_vocab.json", "vocab_path": "/root/autodl-tmp/mask-ddpm/mask-ddpm/example/results/disc_vocab.json",
"out_dir": "F:\\GAN4CyberDefense\\mask-ddpm\\example\\results", "out_dir": "/root/autodl-tmp/mask-ddpm/mask-ddpm/example/results",
"device": "cuda", "device": "cuda",
"timesteps": 600, "timesteps": 600,
"batch_size": 16, "batch_size": 16,
@@ -67,6 +67,37 @@
"cont_post_calibrate": true, "cont_post_calibrate": true,
"cont_post_scale": {}, "cont_post_scale": {},
"full_stats": true, "full_stats": true,
"type1_features": [
"P1_B4002",
"P2_MSD",
"P4_HT_LD",
"P1_B2004",
"P1_B3004",
"P1_B4022",
"P1_B3005"
],
"type2_features": [
"P1_B4005"
],
"type3_features": [
"P1_PCV02Z",
"P1_PCV01Z",
"P1_PCV01D",
"P1_FCV02Z"
],
"type4_features": [
"P1_PIT02",
"P2_SIT02",
"P1_FT03"
],
"type5_features": [
"P1_FT03Z"
],
"type6_features": [
"P4_HT_PO",
"P2_24Vdc",
"P2_HILout"
],
"sample_batch_size": 4, "sample_batch_size": 4,
"sample_seq_len": 128 "sample_seq_len": 128
} }

104
example/results/cont_stats.json
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example/results/eval.json
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1024
example/results/generated.csv
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1
example/results/metrics_history.csv
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@@ -13,3 +13,4 @@ timestamp,avg_ks,avg_jsd,avg_lag1_diff
2026-01-28T11:08:29.763931,0.4214702830188679,0.04217758555603808,0.25421316990030157 2026-01-28T11:08:29.763931,0.4214702830188679,0.04217758555603808,0.25421316990030157
2026-01-28T11:14:32.039924,0.4185297169811321,0.04217758555603794,0.22152028672698215 2026-01-28T11:14:32.039924,0.4185297169811321,0.04217758555603794,0.22152028672698215
2026-01-28T11:27:57.010675,None,None,None 2026-01-28T11:27:57.010675,None,None,None
2026-01-28T15:06:13.198144,0.30925147405660375,0.03503984996838547,0.2722453599605884
1 timestamp avg_ks avg_jsd avg_lag1_diff
13 2026-01-28T11:08:29.763931 0.4214702830188679 0.04217758555603808 0.25421316990030157
14 2026-01-28T11:14:32.039924 0.4185297169811321 0.04217758555603794 0.22152028672698215
15 2026-01-28T11:27:57.010675 None None None
16 2026-01-28T15:06:13.198144 0.30925147405660375 0.03503984996838547 0.2722453599605884

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example/results/train_log.csv
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