ModuFlow/mask-ddpm
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update

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MZ YANG
2026-01-28 00:47:12 +08:00
parent c3fb07ef11
commit 6d5c5fffb1
16 changed files with 890 additions and 827 deletions
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46
example/results/ks_per_feature.csv
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@@ -1,18 +1,13 @@
feature,ks,gen_frac_at_min,gen_frac_at_max,real_n,gen_n,real_min,real_max
P1_B4002,1.0,0.0,1.0,600000,512,31.41343,33.6555
P1_B400B,1.0,0.0,1.0,600000,512,25.02598,2857.54565
P1_FT02Z,1.0,0.0,1.0,600000,512,25.02598,2857.54565
P1_PCV01D,1.0,0.0,1.0,600000,512,24.99937,100.0
P1_PCV01Z,1.0,0.0,1.0,600000,512,25.53711,100.0
P1_PCV02Z,1.0,0.0,1.0,600000,512,11.76605,12.04071
P2_24Vdc,1.0,0.0,1.0,600000,512,28.01254,28.04642
P2_MSD,1.0,1.0,1.0,600000,512,763.19324,763.19324
P3_LCP01D,1.0,0.0,1.0,600000,512,-8.0,13816.0
P4_ST_PT01,1.0,0.0,1.0,600000,512,9916.0,10330.0
P4_ST_TT01,1.0,0.0,1.0,600000,512,27530.0,27629.0
P1_B4002,1.0,0.0,0.0,600000,512,31.41343,33.6555
P1_PCV02Z,1.0,0.0,0.0,600000,512,11.76605,12.04071
P2_24Vdc,1.0,0.0,0.0,600000,512,28.01254,28.04642
P2_MSD,1.0,0.0,0.0,600000,512,763.19324,763.19324
P4_ST_PT01,1.0,0.0,0.0,600000,512,9916.0,10330.0
P4_ST_TT01,1.0,0.0,0.0,600000,512,27530.0,27629.0
P2_HILout,0.999985,0.0,0.0,600000,512,653.75977,775.1648
P4_LD,0.9999783333333333,0.0,0.0,600000,512,231.13788,499.76489
P1_FT02,0.9999666666666667,0.0,0.5546875,600000,512,4.80653,2006.56897
P1_FT02,0.9999666666666667,0.0,0.626953125,600000,512,4.80653,2006.56897
P2_CO_rpm,0.9999416666666666,0.0,0.0,600000,512,53975.0,54185.0
P3_LIT01,0.9999366666666667,0.0,0.0,600000,512,5084.0,19730.0
P4_ST_GOV,0.99992,0.0,0.0,600000,512,12625.0,26927.0
@@ -22,6 +17,7 @@ P1_PIT01,0.999805,0.0,0.0,600000,512,0.9317,2.39578
P1_TIT02,0.9997766666666666,0.0,0.0,600000,512,34.97925,40.4419
P2_SIT01,0.999595,0.0,0.0,600000,512,752.0,826.0
P2_SIT02,0.999575,0.0,0.0,600000,512,751.53876,825.68994
P3_PIT01,0.9995733333333333,0.0,0.0,600000,512,-24.0,3871.0
P1_LCV01D,0.99948,0.0,0.0,600000,512,2.12251,24.58632
P1_LCV01Z,0.9994033333333333,0.0,0.0,600000,512,0.28381,23.72894
P1_FT01Z,0.9990066666666667,0.0,0.0,600000,512,0.0,1181.04492
@@ -31,24 +27,28 @@ P1_TIT01,0.995735,0.0,0.0,600000,512,34.68933,36.94763
P1_FT03Z,0.99484,0.0,0.0,600000,512,867.38,1136.07874
P1_FT03,0.994825,0.0,0.0,600000,512,187.88596,326.00403
P2_VT01,0.990335,0.0,0.0,600000,512,11.76047,12.06294
P3_PIT01,0.9898077083333333,0.0,0.0,600000,512,-24.0,3871.0
P4_HT_FD,0.98955,0.0,0.0,600000,512,-0.02496,0.0293
P1_B2016,0.9869866666666667,0.0,0.0,600000,512,0.94729,2.0523
P2_VXT02,0.98447,0.0,0.0,600000,512,-4.4009,-1.7734
P1_B2016,0.9866766666666666,0.0,0.0,600000,512,0.94729,2.0523
P1_FCV03Z,0.9844216666666666,0.0,0.0,600000,512,46.35773,73.0835
P1_FCV03D,0.9841866666666667,0.0,0.0,600000,512,45.96558,71.82662
P3_FIT01,0.970698125,0.0,0.0,600000,512,-27.0,5421.0
P2_VYT03,0.9653283333333333,0.0,0.0,600000,512,4.5149,7.3006
P2_VYT02,0.938415,0.0,0.0,600000,512,2.4162,5.156
P2_VXT02,0.9841566666666667,0.0,0.0,600000,512,-4.4009,-1.7734
P3_FIT01,0.978510625,0.0,0.0,600000,512,-27.0,5421.0
P2_VYT03,0.9652733333333333,0.0,0.0,600000,512,4.5149,7.3006
P2_VYT02,0.9407702083333334,0.0,0.0,600000,512,2.4162,5.156
P3_LCV01D,0.9366664583333333,0.939453125,0.0,600000,512,-288.0,18416.0
P1_LIT01,0.9333883333333334,0.0,0.0,600000,512,355.98859,459.44928
P3_LCV01D,0.9327602083333333,0.93359375,0.0,600000,512,-288.0,18416.0
P1_PIT02,0.920845,0.0,0.0,600000,512,0.17029,2.34695
P1_PIT02,0.9235852083333334,0.0,0.0,600000,512,0.17029,2.34695
P1_B3005,0.9107983333333334,0.0,0.0,600000,512,894.71869,1121.94116
P1_B3004,0.8751266666666667,0.0,0.0,600000,512,369.75601,447.63004
P1_B3004,0.86004,0.0,0.0,600000,512,369.75601,447.63004
P1_B2004,0.856095,0.0,0.0,600000,512,0.02978,0.10196
P2_VXT03,0.8107539583333333,0.0,0.0,600000,512,-2.1603,0.2445
P2_VXT03,0.8187450000000001,0.0,0.0,600000,512,-2.1603,0.2445
P3_LCP01D,0.795911875,0.0,0.0,600000,512,-8.0,13816.0
P1_FCV02Z,0.6783866666666667,0.0,0.0,600000,512,-1.89819,97.38312
P1_B4005,0.5523427083333333,0.0,0.048828125,600000,512,0.0,100.0
P1_PCV01D,0.671,0.0,0.0,600000,512,24.99937,100.0
P1_PCV01Z,0.65886,0.0,0.0,600000,512,25.53711,100.0
P1_B400B,0.5770383333333333,0.0,0.0,600000,512,25.02598,2857.54565
P1_FT02Z,0.5770299999999999,0.0,0.0,600000,512,25.02598,2857.54565
P1_B4005,0.5566222916666667,0.0,0.046875,600000,512,0.0,100.0
P4_HT_PO,0.54323,0.0,0.0,600000,512,0.05423,85.17798
P4_HT_LD,0.520985,0.0,0.0,600000,512,-0.00723,83.10184
P4_ST_FD,0.5170516666666667,0.0,0.0,600000,512,-0.05244,0.05035
1 feature ks gen_frac_at_min gen_frac_at_max real_n gen_n real_min real_max
2 P1_B4002 1.0 0.0 1.0 0.0 600000 512 31.41343 33.6555
3 P1_B400B P1_PCV02Z 1.0 0.0 1.0 0.0 600000 512 25.02598 11.76605 2857.54565 12.04071
4 P1_FT02Z P2_24Vdc 1.0 0.0 1.0 0.0 600000 512 25.02598 28.01254 2857.54565 28.04642
5 P1_PCV01D P2_MSD 1.0 0.0 1.0 0.0 600000 512 24.99937 763.19324 100.0 763.19324
6 P1_PCV01Z P4_ST_PT01 1.0 0.0 1.0 0.0 600000 512 25.53711 9916.0 100.0 10330.0
7 P1_PCV02Z P4_ST_TT01 1.0 0.0 1.0 0.0 600000 512 11.76605 27530.0 12.04071 27629.0
P2_24Vdc 1.0 0.0 1.0 600000 512 28.01254 28.04642
P2_MSD 1.0 1.0 1.0 600000 512 763.19324 763.19324
P3_LCP01D 1.0 0.0 1.0 600000 512 -8.0 13816.0
P4_ST_PT01 1.0 0.0 1.0 600000 512 9916.0 10330.0
P4_ST_TT01 1.0 0.0 1.0 600000 512 27530.0 27629.0
8 P2_HILout 0.999985 0.0 0.0 600000 512 653.75977 775.1648
9 P4_LD 0.9999783333333333 0.0 0.0 600000 512 231.13788 499.76489
10 P1_FT02 0.9999666666666667 0.0 0.5546875 0.626953125 600000 512 4.80653 2006.56897
11 P2_CO_rpm 0.9999416666666666 0.0 0.0 600000 512 53975.0 54185.0
12 P3_LIT01 0.9999366666666667 0.0 0.0 600000 512 5084.0 19730.0
13 P4_ST_GOV 0.99992 0.0 0.0 600000 512 12625.0 26927.0
17 P1_TIT02 0.9997766666666666 0.0 0.0 600000 512 34.97925 40.4419
18 P2_SIT01 0.999595 0.0 0.0 600000 512 752.0 826.0
19 P2_SIT02 0.999575 0.0 0.0 600000 512 751.53876 825.68994
20 P3_PIT01 0.9995733333333333 0.0 0.0 600000 512 -24.0 3871.0
21 P1_LCV01D 0.99948 0.0 0.0 600000 512 2.12251 24.58632
22 P1_LCV01Z 0.9994033333333333 0.0 0.0 600000 512 0.28381 23.72894
23 P1_FT01Z 0.9990066666666667 0.0 0.0 600000 512 0.0 1181.04492
27 P1_FT03Z 0.99484 0.0 0.0 600000 512 867.38 1136.07874
28 P1_FT03 0.994825 0.0 0.0 600000 512 187.88596 326.00403
29 P2_VT01 0.990335 0.0 0.0 600000 512 11.76047 12.06294
P3_PIT01 0.9898077083333333 0.0 0.0 600000 512 -24.0 3871.0
30 P4_HT_FD 0.98955 0.0 0.0 600000 512 -0.02496 0.0293
31 P1_B2016 0.9869866666666667 0.9866766666666666 0.0 0.0 600000 512 0.94729 2.0523
P2_VXT02 0.98447 0.0 0.0 600000 512 -4.4009 -1.7734
32 P1_FCV03Z 0.9844216666666666 0.0 0.0 600000 512 46.35773 73.0835
33 P1_FCV03D 0.9841866666666667 0.0 0.0 600000 512 45.96558 71.82662
34 P3_FIT01 P2_VXT02 0.970698125 0.9841566666666667 0.0 0.0 600000 512 -27.0 -4.4009 5421.0 -1.7734
35 P2_VYT03 P3_FIT01 0.9653283333333333 0.978510625 0.0 0.0 600000 512 4.5149 -27.0 7.3006 5421.0
36 P2_VYT02 P2_VYT03 0.938415 0.9652733333333333 0.0 0.0 600000 512 2.4162 4.5149 5.156 7.3006
37 P2_VYT02 0.9407702083333334 0.0 0.0 600000 512 2.4162 5.156
38 P3_LCV01D 0.9366664583333333 0.939453125 0.0 600000 512 -288.0 18416.0
39 P1_LIT01 0.9333883333333334 0.0 0.0 600000 512 355.98859 459.44928
40 P3_LCV01D P1_PIT02 0.9327602083333333 0.9235852083333334 0.93359375 0.0 0.0 600000 512 -288.0 0.17029 18416.0 2.34695
P1_PIT02 0.920845 0.0 0.0 600000 512 0.17029 2.34695
41 P1_B3005 0.9107983333333334 0.0 0.0 600000 512 894.71869 1121.94116
42 P1_B3004 0.8751266666666667 0.86004 0.0 0.0 600000 512 369.75601 447.63004
43 P1_B2004 0.856095 0.0 0.0 600000 512 0.02978 0.10196
44 P2_VXT03 0.8107539583333333 0.8187450000000001 0.0 0.0 600000 512 -2.1603 0.2445
45 P3_LCP01D 0.795911875 0.0 0.0 600000 512 -8.0 13816.0
46 P1_FCV02Z 0.6783866666666667 0.0 0.0 600000 512 -1.89819 97.38312
47 P1_B4005 P1_PCV01D 0.5523427083333333 0.671 0.0 0.048828125 0.0 600000 512 0.0 24.99937 100.0
48 P1_PCV01Z 0.65886 0.0 0.0 600000 512 25.53711 100.0
49 P1_B400B 0.5770383333333333 0.0 0.0 600000 512 25.02598 2857.54565
50 P1_FT02Z 0.5770299999999999 0.0 0.0 600000 512 25.02598 2857.54565
51 P1_B4005 0.5566222916666667 0.0 0.046875 600000 512 0.0 100.0
52 P4_HT_PO 0.54323 0.0 0.0 600000 512 0.05423 85.17798
53 P4_HT_LD 0.520985 0.0 0.0 600000 512 -0.00723 83.10184
54 P4_ST_FD 0.5170516666666667 0.0 0.0 600000 512 -0.05244 0.05035