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Clean artifacts and update example pipeline

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This commit is contained in:
MingzheYang
2026-01-22 16:32:51 +08:00
parent c0639386be
commit c3f750cd9d
20 changed files with 651 additions and 30826 deletions
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113
example/results/cont_stats.json
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{
"mean": {
"P1_B2004": 0.08649086820000026,
"P1_B2016": 1.376161456000001,
"P1_B3004": 396.1861596906018,
"P1_B3005": 1037.372384413793,
"P1_B4002": 32.564872940799994,
"P1_B4005": 65.98190757240047,
"P1_B400B": 1925.0391570245934,
"P1_B4022": 36.28908066800001,
"P1_FCV02Z": 21.744261118400036,
"P1_FCV03D": 57.36123274140044,
"P1_FCV03Z": 58.05084519640002,
"P1_FT01": 184.18615112319728,
"P1_FT01Z": 851.8781750705965,
"P1_FT02": 1255.8572173544069,
"P1_FT02Z": 1925.0210755194114,
"P1_FT03": 269.37285885780574,
"P1_FT03Z": 1037.366172230601,
"P1_LCV01D": 11.228849048599963,
"P1_LCV01Z": 10.991610181600016,
"P1_LIT01": 396.8845311109994,
"P1_PCV01D": 53.80101618419986,
"P1_PCV01Z": 54.646640287199595,
"P1_PCV02Z": 12.017773542800072,
"P1_PIT01": 1.3692859488000075,
"P1_PIT02": 0.44459071260000227,
"P1_TIT01": 35.64255813999988,
"P1_TIT02": 36.44807823060023,
"P2_24Vdc": 28.0280019013999,
"P2_CO_rpm": 54105.64434999997,
"P2_HILout": 712.0588667425922,
"P2_MSD": 763.19324,
"P2_SIT01": 778.7769850000013,
"P2_SIT02": 778.7778935471981,
"P2_VT01": 11.914949448200044,
"P2_VXT02": -3.5267871940000175,
"P2_VXT03": -1.5520904921999914,
"P2_VYT02": 3.796112737600002,
"P2_VYT03": 6.121691697000018,
"P3_FIT01": 1168.2528800000014,
"P3_LCP01D": 4675.465239999989,
"P3_LCV01D": 7445.208720000017,
"P3_LIT01": 13728.982314999852,
"P3_PIT01": 668.9722350000003,
"P4_HT_FD": -0.00010012580000000082,
"P4_HT_LD": 35.41945000099953,
"P4_HT_PO": 35.4085699912002,
"P4_LD": 365.3833745803986,
"P4_ST_FD": -6.5205999999999635e-06,
"P4_ST_GOV": 17801.81294499996,
"P4_ST_LD": 329.83259218199964,
"P4_ST_PO": 330.1079461497967,
"P4_ST_PT01": 10047.679605000127,
"P4_ST_TT01": 27606.860070000155
},
"std": {
"P1_B2004": 0.024492489898690458,
"P1_B2016": 0.12949272564759745,
"P1_B3004": 10.16264800653289,
"P1_B3005": 70.85697659109,
"P1_B4002": 0.7578213113008356,
"P1_B4005": 41.80065314991797,
"P1_B400B": 1176.6445547448632,
"P1_B4022": 0.8221115066487089,
"P1_FCV02Z": 39.11843197764176,
"P1_FCV03D": 7.889507447726624,
"P1_FCV03Z": 8.046068905945717,
"P1_FT01": 30.80117031882856,
"P1_FT01Z": 91.2786865433318,
"P1_FT02": 879.7163277334494,
"P1_FT02Z": 1176.6699531305114,
"P1_FT03": 38.18015841964941,
"P1_FT03Z": 70.73100774436428,
"P1_LCV01D": 3.3355655415557597,
"P1_LCV01Z": 3.386332233773545,
"P1_LIT01": 10.57871476010412,
"P1_PCV01D": 19.61567943613885,
"P1_PCV01Z": 19.778754467302086,
"P1_PCV02Z": 0.004804797893159998,
"P1_PIT01": 0.0776614954053113,
"P1_PIT02": 0.44823231815652304,
"P1_TIT01": 0.5986678527528815,
"P1_TIT02": 1.1892341204521049,
"P2_24Vdc": 0.00320884250409781,
"P2_CO_rpm": 20.57547782150726,
"P2_HILout": 8.17885337990861,
"P2_MSD": 1.0,
"P2_SIT01": 3.894535775667256,
"P2_SIT02": 3.882477078857941,
"P2_VT01": 0.06812990916670243,
"P2_VXT02": 0.43104157117568803,
"P2_VXT03": 0.26894251958139775,
"P2_VYT02": 0.46109078832075856,
"P2_VYT03": 0.3059642938507547,
"P3_FIT01": 1787.2987693141868,
"P3_LCP01D": 5145.4094261812725,
"P3_LCV01D": 6785.602781765096,
"P3_LIT01": 4060.915441872745,
"P3_PIT01": 1168.1071264424027,
"P4_HT_FD": 0.002032582380617592,
"P4_HT_LD": 33.212361169253235,
"P4_HT_PO": 31.187825914515162,
"P4_LD": 59.736616589045646,
"P4_ST_FD": 0.0016428787127432496,
"P4_ST_GOV": 1740.5997458128215,
"P4_ST_LD": 35.86633288900077,
"P4_ST_PO": 32.375012735256696,
"P4_ST_PT01": 22.459962818146252,
"P4_ST_TT01": 24.745939350221477
},
"max_rows": 50000
}

30639
example/results/disc_vocab.json
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example/results/feature_split.txt
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discrete
P1_FCV01D,P1_FCV01Z,P1_FCV02D,P1_PCV02D,P1_PP01AD,P1_PP01AR,P1_PP01BD,P1_PP01BR,P1_PP02D,P1_PP02R,P1_STSP,P2_ASD,P2_AutoGO,P2_Emerg,P2_ManualGO,P2_OnOff,P2_RTR,P2_TripEx,P2_VTR01,P2_VTR02,P2_VTR03,P2_VTR04,P3_LH,P3_LL,P4_HT_PS,P4_ST_PS,attack,attack_P1,attack_P2,attack_P3
continuous
P1_B2004,P1_B2016,P1_B3004,P1_B3005,P1_B4002,P1_B4005,P1_B400B,P1_B4022,P1_FCV02Z,P1_FCV03D,P1_FCV03Z,P1_FT01,P1_FT01Z,P1_FT02,P1_FT02Z,P1_FT03,P1_FT03Z,P1_LCV01D,P1_LCV01Z,P1_LIT01,P1_PCV01D,P1_PCV01Z,P1_PCV02Z,P1_PIT01,P1_PIT02,P1_TIT01,P1_TIT02,P2_24Vdc,P2_CO_rpm,P2_HILout,P2_MSD,P2_SIT01,P2_SIT02,P2_VT01,P2_VXT02,P2_VXT03,P2_VYT02,P2_VYT03,P3_FIT01,P3_LCP01D,P3_LCV01D,P3_LIT01,P3_PIT01,P4_HT_FD,P4_HT_LD,P4_HT_PO,P4_LD,P4_ST_FD,P4_ST_GOV,P4_ST_LD,P4_ST_PO,P4_ST_PT01,P4_ST_TT01

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example/results/model.pt
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example/results/summary.txt
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rows_sampled: 5000
columns_total: 84
continuous: 53
discrete: 30
unknown: 0
data_path: /home/anay/Dev/diffusion/dataset/hai/hai-21.03/train1.csv.gz