File size: 1,932 Bytes
029ac7a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "status": "passed",
  "attempts": 1,
  "checks": {
    "analytical_energy": {
      "status": "passed",
      "quadrature_max_difference": 4.342167225779292e-08,
      "constant_stiffness": "passed",
      "autograd_gradcheck": "passed"
    },
    "forward_pass": "passed",
    "backward_pass": "passed",
    "train_loop_dry_run": {
      "status": "passed",
      "samples": 1000,
      "first_energy": -0.00039412840851582587,
      "last_energy": -0.0020100863184779882
    },
    "validation_loop_dry_run": "passed",
    "domain_metric_dry_run": "passed",
    "config_consistency": "passed"
  },
  "data": {
    "path": "/public/home/liuyushuang/zhaomingsi/onescience-cfd-data/VINO-Darcy/darcy2d_s64.pt",
    "sha256": "7b30f0481f2876b93d31070cbc31d5f49804557231891fa03abf92c1c0435596",
    "fields": {
      "F_train": {
        "shape": [
          1000,
          64,
          64,
          1
        ],
        "dtype": "torch.float32",
        "min": 4.0,
        "max": 12.0,
        "raw_unique_values": [
          4.0,
          12.0
        ]
      },
      "U_train": {
        "shape": [
          1000,
          64,
          64,
          1
        ],
        "dtype": "torch.float32",
        "min": 0.0,
        "max": 0.014057590626180172
      },
      "F_test": {
        "shape": [
          100,
          64,
          64,
          1
        ],
        "dtype": "torch.float32",
        "min": 4.0,
        "max": 12.0,
        "raw_unique_values": [
          4.0,
          12.0
        ]
      },
      "U_test": {
        "shape": [
          100,
          64,
          64,
          1
        ],
        "dtype": "torch.float32",
        "min": 0.0,
        "max": 0.013063940219581127
      }
    },
    "preprocessing": "positive_neighbor_average_replicate",
    "training_labels_used_in_optimization": false
  },
  "seconds": 192.68112469930202,
  "device": "cpu",
  "device_name": "cpu"
}