File size: 2,068 Bytes
f66da9e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
{
  "dataset_name": "CCS_Multimode",
  "normalizer_dataset_name": "CCS_Multimode",
  "field_names": [
    "a",
    "u"
  ],
  "field_channels": {
    "a": [
      "condition_data"
    ],
    "u": [
      "dynamics_data"
    ]
  },
  "field_slices": {
    "a": [
      0,
      1
    ],
    "u": [
      1,
      2
    ]
  },
  "shape": [
    64,
    200
  ],
  "stats": {
    "mean": [
      248.86026000976562,
      0.08489078283309937
    ],
    "std": [
      212.1194610595703,
      0.21714571118354797
    ],
    "min": [
      0.09999999403953552,
      0.0
    ],
    "max": [
      2335.570556640625,
      1.0000230073928833
    ]
  },
  "normalization": "(x - mean) * (0.5 / std)",
  "source": "/home/chen/lab/FunctionSpaceDiffusion/data/temp/ccs_training",
  "num_samples": 12000,
  "source_count": 12491,
  "source_normalization": {
    "condition_data": {
      "channel_0": {
        "min": 0.09999999403953552,
        "max": 2335.570556640625,
        "mean": 248.86026000976562,
        "std": 212.1194610595703
      },
      "global": {
        "min": 0.09999999403953552,
        "max": 2335.570556640625,
        "mean": 248.86026000976562,
        "std": 212.1194610595703
      }
    },
    "dynamics_data": {
      "channel_0": {
        "min": 0.0,
        "max": 1.0000230073928833,
        "mean": 0.08489078283309937,
        "std": 0.21714571118354797
      },
      "global": {
        "min": 0.0,
        "max": 1.0000230073928833,
        "mean": 0.08489078283309937,
        "std": 0.21714571118354797
      }
    },
    "normalization_method": "edm",
    "data_info": {
      "data_type": "train",
      "batch_size": 12491,
      "cond_channels": 1,
      "dyn_channels": 1,
      "height": 64,
      "width": 200,
      "source_file": "ccs2d_train_[64, 200].pt"
    },
    "edm_config": {
      "target_std": 0.5,
      "target_mean": 0.0,
      "description": "Data normalized for EDM: (x - mean) / std * target_std"
    }
  },
  "__version__": "2.0",
  "selection": "first 12000 samples from full CCS_Multimode HF conversion"
}