MJ commited on
Commit
9d995e8
1 Parent(s): a9ae04e

Upload TimeSeriesTransformerForPrediction

Browse files
Files changed (2) hide show
  1. config.json +59 -0
  2. pytorch_model.bin +3 -0
config.json ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "activation_dropout": 0.1,
3
+ "activation_function": "gelu",
4
+ "architectures": [
5
+ "TimeSeriesTransformerForPrediction"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "cardinality": [
9
+ 366
10
+ ],
11
+ "context_length": 72,
12
+ "d_model": 22,
13
+ "decoder_attention_heads": 2,
14
+ "decoder_ffn_dim": 32,
15
+ "decoder_layerdrop": 0.1,
16
+ "decoder_layers": 4,
17
+ "distribution_output": "student_t",
18
+ "dropout": 0.1,
19
+ "embedding_dimension": [
20
+ 2
21
+ ],
22
+ "encoder_attention_heads": 2,
23
+ "encoder_ffn_dim": 32,
24
+ "encoder_layerdrop": 0.1,
25
+ "encoder_layers": 4,
26
+ "init_std": 1.0,
27
+ "input_size": 1,
28
+ "is_encoder_decoder": true,
29
+ "lags_sequence": [
30
+ 1,
31
+ 2,
32
+ 3,
33
+ 4,
34
+ 5,
35
+ 6,
36
+ 7,
37
+ 11,
38
+ 12,
39
+ 13,
40
+ 23,
41
+ 24,
42
+ 25,
43
+ 35,
44
+ 36,
45
+ 37
46
+ ],
47
+ "loss": "nll",
48
+ "model_type": "time_series_transformer",
49
+ "num_dynamic_real_features": 0,
50
+ "num_parallel_samples": 100,
51
+ "num_static_categorical_features": 1,
52
+ "num_static_real_features": 0,
53
+ "num_time_features": 2,
54
+ "prediction_length": 24,
55
+ "scaling": true,
56
+ "torch_dtype": "float32",
57
+ "transformers_version": "4.24.0.dev0",
58
+ "use_cache": true
59
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:716e60b11272d0eef7f3f1af6fc5d145870d979ab9e732755cad11ebe8e53817
3
+ size 204249