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Commit
a490010
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1 Parent(s): 5d08330

Upload imported c17/tabddpm synthetic run

Browse files
syntheticSuccess/c17/tabddpm/tabddpm-c17-20260319_072207/config.toml ADDED
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+ seed = 0
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+ parent_dir = "/work/output-SpecializedModels/c17/tabddpm/tabddpm-c17-20260319_072207/output"
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+ real_data_path = "/work/output-SpecializedModels/c17/tabddpm/tabddpm-c17-20260319_072207/data"
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+ model_type = "mlp"
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+ num_numerical_features = 0
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+ device = "cuda:0"
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+
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+ [model_params]
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+ d_in = 9
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+ num_classes = 0
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+ is_y_cond = true
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+
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+ [model_params.rtdl_params]
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+ d_layers = [256, 256]
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+ dropout = 0.0
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+
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+ [diffusion_params]
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+ num_timesteps = 1000
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+ gaussian_loss_type = "mse"
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+
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+ [train.main]
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+ steps = 5000
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+ lr = 0.001
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+ weight_decay = 0.0
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+ batch_size = 256
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+
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+ [train.T]
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+ seed = 0
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+ normalization = "quantile"
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+ num_nan_policy = "__none__"
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+ cat_nan_policy = "__none__"
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+ cat_min_frequency = "__none__"
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+ cat_encoding = "__none__"
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+ y_policy = "default"
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+
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+ [sample]
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+ num_samples = 1000
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+ batch_size = 1000
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+ seed = 0
syntheticSuccess/c17/tabddpm/tabddpm-c17-20260319_072207/gen_20260319_072452.log ADDED
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+ /opt/conda/lib/python3.11/site-packages/skorch/__init__.py:6: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
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+ import pkg_resources
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+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
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+ warnings.warn("non-inplace resize is deprecated")
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+ mlp
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+ Sample timestep 999
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+ [TabDDPM] Saved 1000 rows -> /work/output-SpecializedModels/c17/tabddpm/tabddpm-c17-20260319_072207/tabddpm-c17-1000-20260319_072452.csv
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syntheticSuccess/c17/tabddpm/tabddpm-c17-20260319_072207/train_20260319_072211.log ADDED
@@ -0,0 +1,119 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ /opt/conda/lib/python3.11/site-packages/skorch/__init__.py:6: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
2
+ import pkg_resources
3
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
4
+ warnings.warn("non-inplace resize is deprecated")
5
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
6
+ warnings.warn("non-inplace resize is deprecated")
7
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
8
+ warnings.warn("non-inplace resize is deprecated")
9
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
10
+ warnings.warn("non-inplace resize is deprecated")
11
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
12
+ warnings.warn("non-inplace resize is deprecated")
13
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
14
+ warnings.warn("non-inplace resize is deprecated")
15
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
16
+ warnings.warn("non-inplace resize is deprecated")
17
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
18
+ warnings.warn("non-inplace resize is deprecated")
19
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
20
+ warnings.warn("non-inplace resize is deprecated")
21
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
22
+ warnings.warn("non-inplace resize is deprecated")
23
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
24
+ warnings.warn("non-inplace resize is deprecated")
25
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
26
+ warnings.warn("non-inplace resize is deprecated")
27
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
28
+ warnings.warn("non-inplace resize is deprecated")
29
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
30
+ warnings.warn("non-inplace resize is deprecated")
31
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
32
+ warnings.warn("non-inplace resize is deprecated")
33
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
34
+ warnings.warn("non-inplace resize is deprecated")
35
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
36
+ warnings.warn("non-inplace resize is deprecated")
37
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
38
+ warnings.warn("non-inplace resize is deprecated")
39
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
40
+ warnings.warn("non-inplace resize is deprecated")
41
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
42
+ warnings.warn("non-inplace resize is deprecated")
43
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
44
+ warnings.warn("non-inplace resize is deprecated")
45
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
46
+ warnings.warn("non-inplace resize is deprecated")
47
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
48
+ warnings.warn("non-inplace resize is deprecated")
49
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
50
+ warnings.warn("non-inplace resize is deprecated")
51
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
52
+ warnings.warn("non-inplace resize is deprecated")
53
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
54
+ warnings.warn("non-inplace resize is deprecated")
55
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
56
+ warnings.warn("non-inplace resize is deprecated")
57
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
58
+ warnings.warn("non-inplace resize is deprecated")
59
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
60
+ warnings.warn("non-inplace resize is deprecated")
61
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
62
+ warnings.warn("non-inplace resize is deprecated")
63
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
64
+ warnings.warn("non-inplace resize is deprecated")
65
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
66
+ warnings.warn("non-inplace resize is deprecated")
67
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
68
+ warnings.warn("non-inplace resize is deprecated")
69
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
70
+ warnings.warn("non-inplace resize is deprecated")
71
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
72
+ warnings.warn("non-inplace resize is deprecated")
73
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
74
+ warnings.warn("non-inplace resize is deprecated")
75
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
76
+ warnings.warn("non-inplace resize is deprecated")
77
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
78
+ warnings.warn("non-inplace resize is deprecated")
79
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
80
+ warnings.warn("non-inplace resize is deprecated")
81
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
82
+ warnings.warn("non-inplace resize is deprecated")
83
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
84
+ warnings.warn("non-inplace resize is deprecated")
85
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
86
+ warnings.warn("non-inplace resize is deprecated")
87
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
88
+ warnings.warn("non-inplace resize is deprecated")
89
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
90
+ warnings.warn("non-inplace resize is deprecated")
91
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
92
+ warnings.warn("non-inplace resize is deprecated")
93
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
94
+ warnings.warn("non-inplace resize is deprecated")
95
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
96
+ warnings.warn("non-inplace resize is deprecated")
97
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
98
+ warnings.warn("non-inplace resize is deprecated")
99
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
100
+ warnings.warn("non-inplace resize is deprecated")
101
+ /opt/conda/lib/python3.11/site-packages/torch/_tensor.py:1025: UserWarning: non-inplace resize is deprecated
102
+ warnings.warn("non-inplace resize is deprecated")
103
+ [5636 5636 3168 4956 1505 16 202 446 5625]
104
+ 27190
105
+ {'d_in': 27190, 'num_classes': 0, 'is_y_cond': True, 'rtdl_params': {'d_layers': [256, 256], 'dropout': 0.0}}
106
+ mlp
107
+ Step 500/5000 MLoss: nan GLoss: 0.0 Sum: nan
108
+ Step 1000/5000 MLoss: nan GLoss: 0.0 Sum: nan
109
+ Step 1500/5000 MLoss: nan GLoss: 0.0 Sum: nan
110
+ Step 2000/5000 MLoss: nan GLoss: 0.0 Sum: nan
111
+ Step 2500/5000 MLoss: nan GLoss: 0.0 Sum: nan
112
+ Step 3000/5000 MLoss: nan GLoss: 0.0 Sum: nan
113
+ Step 3500/5000 MLoss: nan GLoss: 0.0 Sum: nan
114
+ Step 4000/5000 MLoss: nan GLoss: 0.0 Sum: nan
115
+ Step 4500/5000 MLoss: nan GLoss: 0.0 Sum: nan
116
+ Step 5000/5000 MLoss: nan GLoss: 0.0 Sum: nan
117
+ Elapsed time: 0:02:28
118
+ [TabDDPM] Training, config=/work/output-SpecializedModels/c17/tabddpm/tabddpm-c17-20260319_072207/config.toml
119
+ [TabDDPM] Training complete