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MZ YANG
2026-01-22 21:29:18 +08:00
parent 178fb7441c
commit 0d17be9a1c
6 changed files with 1563 additions and 356 deletions
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30
example/results/config_used.json Normal file
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@@ -0,0 +1,30 @@
{
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"data_glob": "F:\\Development\\modbus_diffusion\\mask-ddpm\\mask-ddpm\\example\\..\\..\\dataset\\hai\\hai-21.03\\train*.csv.gz",
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"vocab_path": "F:\\Development\\modbus_diffusion\\mask-ddpm\\mask-ddpm\\example\\results\\disc_vocab.json",
"out_dir": "F:\\Development\\modbus_diffusion\\mask-ddpm\\mask-ddpm\\example\\results",
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"eps_scale": 1.0,
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"sample_seq_len": 128
}

220
example/results/cont_stats.json
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example/results/disc_vocab.json
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426
example/results/eval.json
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1152
example/results/generated.csv
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63
example/results/train_log.csv
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@@ -1,16 +1,49 @@
epoch,step,loss,loss_cont,loss_disc
0,0,21.821945,1.016319,42.627571
0,10,12.070929,1.017697,23.124159
0,20,11.243023,1.009492,21.476553
1,0,5.083598,1.008866,9.158330
1,10,4.794728,1.000879,8.588578
1,20,6.745983,0.996609,12.495358
2,0,2.714600,1.000785,4.428415
2,10,3.868878,1.000244,6.737513
2,20,6.114824,1.001083,11.228566
3,0,2.434407,0.997827,3.870986
3,10,3.659001,0.998288,6.319713
3,20,6.131590,1.003013,11.260167
4,0,2.331475,1.005861,3.657088
4,10,3.591098,1.000090,6.182106
4,20,5.987212,0.997832,10.976592
0,0,1.337395,1.021482,1.653308
0,10,1.038067,1.000154,1.075980
0,20,0.826958,1.003188,0.650727
0,30,0.716293,1.000017,0.432568
0,40,0.642435,0.996074,0.288796
0,50,0.645388,0.996218,0.294559
1,0,0.637520,0.993191,0.281849
1,10,0.713771,0.991469,0.436074
1,20,0.650629,0.992278,0.308979
1,30,0.629345,0.985191,0.273500
1,40,0.609776,0.981005,0.238547
1,50,0.617772,0.969507,0.266037
2,0,0.585185,0.967395,0.202975
2,10,0.680145,0.959188,0.401103
2,20,0.642215,0.958451,0.325979
2,30,0.608462,0.944497,0.272428
2,40,0.591900,0.935138,0.248661
2,50,0.595101,0.924723,0.265478
3,0,0.558750,0.922984,0.194516
3,10,0.660143,0.914986,0.405301
3,20,0.627620,0.921503,0.333737
3,30,0.588966,0.904150,0.273781
3,40,0.564722,0.894733,0.234712
3,50,0.570761,0.885211,0.256310
4,0,0.540599,0.890481,0.190716
4,10,0.641783,0.867125,0.416441
4,20,0.602556,0.877150,0.327963
4,30,0.565765,0.864500,0.267031
4,40,0.549726,0.865462,0.233990
4,50,0.557315,0.841800,0.272829
5,0,0.519324,0.852145,0.186504
5,10,0.620299,0.834153,0.406445
5,20,0.575242,0.824914,0.325570
5,30,0.552362,0.823336,0.281388
5,40,0.522278,0.819058,0.225498
5,50,0.532715,0.803952,0.261479
6,0,0.497478,0.812609,0.182347
6,10,0.604873,0.796479,0.413267
6,20,0.561931,0.810630,0.313232
6,30,0.529465,0.781080,0.277850
6,40,0.497049,0.760593,0.233505
6,50,0.508375,0.755011,0.261740
7,0,0.468464,0.767502,0.169426
7,10,0.581364,0.750101,0.412627
7,20,0.527510,0.744724,0.310295
7,30,0.502973,0.751034,0.254912
7,40,0.488204,0.747923,0.228486
7,50,0.490762,0.720018,0.261506
1 epoch step loss loss_cont loss_disc
2 0 0 21.821945 1.337395 1.016319 1.021482 42.627571 1.653308
3 0 10 12.070929 1.038067 1.017697 1.000154 23.124159 1.075980
4 0 20 11.243023 0.826958 1.009492 1.003188 21.476553 0.650727
5 1 0 0 30 5.083598 0.716293 1.008866 1.000017 9.158330 0.432568
6 1 0 10 40 4.794728 0.642435 1.000879 0.996074 8.588578 0.288796
7 1 0 20 50 6.745983 0.645388 0.996609 0.996218 12.495358 0.294559
8 2 1 0 2.714600 0.637520 1.000785 0.993191 4.428415 0.281849
9 2 1 10 3.868878 0.713771 1.000244 0.991469 6.737513 0.436074
10 2 1 20 6.114824 0.650629 1.001083 0.992278 11.228566 0.308979
11 3 1 0 30 2.434407 0.629345 0.997827 0.985191 3.870986 0.273500
12 3 1 10 40 3.659001 0.609776 0.998288 0.981005 6.319713 0.238547
13 3 1 20 50 6.131590 0.617772 1.003013 0.969507 11.260167 0.266037
14 4 2 0 2.331475 0.585185 1.005861 0.967395 3.657088 0.202975
15 4 2 10 3.591098 0.680145 1.000090 0.959188 6.182106 0.401103
16 4 2 20 5.987212 0.642215 0.997832 0.958451 10.976592 0.325979
17 2 30 0.608462 0.944497 0.272428
18 2 40 0.591900 0.935138 0.248661
19 2 50 0.595101 0.924723 0.265478
20 3 0 0.558750 0.922984 0.194516
21 3 10 0.660143 0.914986 0.405301
22 3 20 0.627620 0.921503 0.333737
23 3 30 0.588966 0.904150 0.273781
24 3 40 0.564722 0.894733 0.234712
25 3 50 0.570761 0.885211 0.256310
26 4 0 0.540599 0.890481 0.190716
27 4 10 0.641783 0.867125 0.416441
28 4 20 0.602556 0.877150 0.327963
29 4 30 0.565765 0.864500 0.267031
30 4 40 0.549726 0.865462 0.233990
31 4 50 0.557315 0.841800 0.272829
32 5 0 0.519324 0.852145 0.186504
33 5 10 0.620299 0.834153 0.406445
34 5 20 0.575242 0.824914 0.325570
35 5 30 0.552362 0.823336 0.281388
36 5 40 0.522278 0.819058 0.225498
37 5 50 0.532715 0.803952 0.261479
38 6 0 0.497478 0.812609 0.182347
39 6 10 0.604873 0.796479 0.413267
40 6 20 0.561931 0.810630 0.313232
41 6 30 0.529465 0.781080 0.277850
42 6 40 0.497049 0.760593 0.233505
43 6 50 0.508375 0.755011 0.261740
44 7 0 0.468464 0.767502 0.169426
45 7 10 0.581364 0.750101 0.412627
46 7 20 0.527510 0.744724 0.310295
47 7 30 0.502973 0.751034 0.254912
48 7 40 0.488204 0.747923 0.228486
49 7 50 0.490762 0.720018 0.261506