Upload InformerForPrediction
Browse files- config.json +10 -50
- pytorch_model.bin +2 -2
config.json
CHANGED
@@ -7,70 +7,30 @@
|
|
7 |
"attention_dropout": 0.1,
|
8 |
"attention_type": "prob",
|
9 |
"cardinality": [
|
10 |
-
|
11 |
],
|
12 |
-
"context_length":
|
13 |
-
"d_model":
|
14 |
"decoder_attention_heads": 2,
|
15 |
"decoder_ffn_dim": 32,
|
16 |
"decoder_layerdrop": 0.1,
|
17 |
-
"decoder_layers":
|
18 |
"distil": true,
|
19 |
"distribution_output": "student_t",
|
20 |
"dropout": 0.05,
|
21 |
"embedding_dimension": [
|
22 |
-
|
23 |
],
|
24 |
"encoder_attention_heads": 2,
|
25 |
"encoder_ffn_dim": 32,
|
26 |
"encoder_layerdrop": 0.1,
|
27 |
-
"encoder_layers":
|
28 |
"factor": 2,
|
29 |
-
"feature_size":
|
30 |
"init_std": 0.02,
|
31 |
"input_size": 1,
|
32 |
"is_encoder_decoder": true,
|
33 |
"lags_sequence": [
|
34 |
-
1,
|
35 |
-
2,
|
36 |
-
3,
|
37 |
-
4,
|
38 |
-
5,
|
39 |
-
6,
|
40 |
-
7,
|
41 |
-
23,
|
42 |
-
24,
|
43 |
-
25,
|
44 |
-
47,
|
45 |
-
48,
|
46 |
-
49,
|
47 |
-
71,
|
48 |
-
72,
|
49 |
-
73,
|
50 |
-
95,
|
51 |
-
96,
|
52 |
-
97,
|
53 |
-
119,
|
54 |
-
120,
|
55 |
-
121,
|
56 |
-
143,
|
57 |
-
144,
|
58 |
-
145,
|
59 |
-
167,
|
60 |
-
168,
|
61 |
-
169,
|
62 |
-
335,
|
63 |
-
336,
|
64 |
-
337,
|
65 |
-
503,
|
66 |
-
504,
|
67 |
-
505,
|
68 |
-
671,
|
69 |
-
672,
|
70 |
-
673,
|
71 |
-
719,
|
72 |
-
720,
|
73 |
-
721,
|
74 |
1,
|
75 |
2,
|
76 |
3,
|
@@ -116,12 +76,12 @@
|
|
116 |
"model_type": "informer",
|
117 |
"num_dynamic_real_features": 0,
|
118 |
"num_parallel_samples": 100,
|
119 |
-
"num_static_categorical_features":
|
120 |
"num_static_real_features": 0,
|
121 |
"num_time_features": 5,
|
122 |
-
"prediction_length":
|
123 |
"sampling_factor": 5,
|
124 |
-
"scaling": "
|
125 |
"torch_dtype": "float32",
|
126 |
"transformers_version": "4.30.0.dev0",
|
127 |
"use_cache": true
|
|
|
7 |
"attention_dropout": 0.1,
|
8 |
"attention_type": "prob",
|
9 |
"cardinality": [
|
10 |
+
0
|
11 |
],
|
12 |
+
"context_length": 24,
|
13 |
+
"d_model": 16,
|
14 |
"decoder_attention_heads": 2,
|
15 |
"decoder_ffn_dim": 32,
|
16 |
"decoder_layerdrop": 0.1,
|
17 |
+
"decoder_layers": 2,
|
18 |
"distil": true,
|
19 |
"distribution_output": "student_t",
|
20 |
"dropout": 0.05,
|
21 |
"embedding_dimension": [
|
22 |
+
0
|
23 |
],
|
24 |
"encoder_attention_heads": 2,
|
25 |
"encoder_ffn_dim": 32,
|
26 |
"encoder_layerdrop": 0.1,
|
27 |
+
"encoder_layers": 2,
|
28 |
"factor": 2,
|
29 |
+
"feature_size": 47,
|
30 |
"init_std": 0.02,
|
31 |
"input_size": 1,
|
32 |
"is_encoder_decoder": true,
|
33 |
"lags_sequence": [
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
34 |
1,
|
35 |
2,
|
36 |
3,
|
|
|
76 |
"model_type": "informer",
|
77 |
"num_dynamic_real_features": 0,
|
78 |
"num_parallel_samples": 100,
|
79 |
+
"num_static_categorical_features": 0,
|
80 |
"num_static_real_features": 0,
|
81 |
"num_time_features": 5,
|
82 |
+
"prediction_length": 24,
|
83 |
"sampling_factor": 5,
|
84 |
+
"scaling": "std",
|
85 |
"torch_dtype": "float32",
|
86 |
"transformers_version": "4.30.0.dev0",
|
87 |
"use_cache": true
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cdd32c45a053c883b4888c6969a0ce0ddd58a7c2272d339d283a4bc333d44485
|
3 |
+
size 95918
|