kleopatra102 commited on
Commit
ca417f3
1 Parent(s): b4c6f34

Upload TimeSeriesTransformerForPrediction

Browse files
Files changed (2) hide show
  1. config.json +85 -0
  2. pytorch_model.bin +3 -0
config.json ADDED
@@ -0,0 +1,85 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "activation_dropout": 0.1,
3
+ "activation_function": "gelu",
4
+ "architectures": [
5
+ "TimeSeriesTransformerForPrediction"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "cardinality": [
9
+ 270
10
+ ],
11
+ "context_lenght": 96,
12
+ "context_length": 48,
13
+ "d_model": 32,
14
+ "decoder_attention_heads": 2,
15
+ "decoder_ffn_dim": 32,
16
+ "decoder_layerdrop": 0.1,
17
+ "decoder_layers": 4,
18
+ "distribution_output": "student_t",
19
+ "dropout": 0.1,
20
+ "embedding_dimension": [
21
+ 2
22
+ ],
23
+ "encoder_attention_heads": 2,
24
+ "encoder_ffn_dim": 32,
25
+ "encoder_layerdrop": 0.1,
26
+ "encoder_layers": 4,
27
+ "feature_size": 49,
28
+ "init_std": 0.02,
29
+ "input_size": 1,
30
+ "is_encoder_decoder": true,
31
+ "lags_sequence": [
32
+ 1,
33
+ 2,
34
+ 3,
35
+ 4,
36
+ 5,
37
+ 6,
38
+ 7,
39
+ 23,
40
+ 24,
41
+ 25,
42
+ 47,
43
+ 48,
44
+ 49,
45
+ 71,
46
+ 72,
47
+ 73,
48
+ 95,
49
+ 96,
50
+ 97,
51
+ 119,
52
+ 120,
53
+ 121,
54
+ 143,
55
+ 144,
56
+ 145,
57
+ 167,
58
+ 168,
59
+ 169,
60
+ 335,
61
+ 336,
62
+ 337,
63
+ 503,
64
+ 504,
65
+ 505,
66
+ 671,
67
+ 672,
68
+ 673,
69
+ 719,
70
+ 720,
71
+ 721
72
+ ],
73
+ "loss": "nll",
74
+ "model_type": "time_series_transformer",
75
+ "num_dynamic_real_features": 0,
76
+ "num_parallel_samples": 100,
77
+ "num_static_categorical_features": 1,
78
+ "num_static_real_features": 0,
79
+ "num_time_features": 5,
80
+ "prediction_length": 48,
81
+ "scaling": "mean",
82
+ "torch_dtype": "float32",
83
+ "transformers_version": "4.31.0",
84
+ "use_cache": true
85
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:62ffc4f3d41cfe2ca13c1ed3f845f111ff40a2985eb617de494f953428b75392
3
+ size 374313