Upload InformerForPrediction
Browse files- config.json +128 -0
- pytorch_model.bin +3 -0
config.json
ADDED
|
@@ -0,0 +1,128 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"activation_dropout": 0.1,
|
| 3 |
+
"activation_function": "gelu",
|
| 4 |
+
"architectures": [
|
| 5 |
+
"InformerForPrediction"
|
| 6 |
+
],
|
| 7 |
+
"attention_dropout": 0.1,
|
| 8 |
+
"attention_type": "prob",
|
| 9 |
+
"cardinality": [
|
| 10 |
+
862
|
| 11 |
+
],
|
| 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 |
+
"distil": true,
|
| 19 |
+
"distribution_output": "student_t",
|
| 20 |
+
"dropout": 0.05,
|
| 21 |
+
"embedding_dimension": [
|
| 22 |
+
2
|
| 23 |
+
],
|
| 24 |
+
"encoder_attention_heads": 2,
|
| 25 |
+
"encoder_ffn_dim": 32,
|
| 26 |
+
"encoder_layerdrop": 0.1,
|
| 27 |
+
"encoder_layers": 4,
|
| 28 |
+
"factor": 2,
|
| 29 |
+
"feature_size": 89,
|
| 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,
|
| 77 |
+
4,
|
| 78 |
+
5,
|
| 79 |
+
6,
|
| 80 |
+
7,
|
| 81 |
+
23,
|
| 82 |
+
24,
|
| 83 |
+
25,
|
| 84 |
+
47,
|
| 85 |
+
48,
|
| 86 |
+
49,
|
| 87 |
+
71,
|
| 88 |
+
72,
|
| 89 |
+
73,
|
| 90 |
+
95,
|
| 91 |
+
96,
|
| 92 |
+
97,
|
| 93 |
+
119,
|
| 94 |
+
120,
|
| 95 |
+
121,
|
| 96 |
+
143,
|
| 97 |
+
144,
|
| 98 |
+
145,
|
| 99 |
+
167,
|
| 100 |
+
168,
|
| 101 |
+
169,
|
| 102 |
+
335,
|
| 103 |
+
336,
|
| 104 |
+
337,
|
| 105 |
+
503,
|
| 106 |
+
504,
|
| 107 |
+
505,
|
| 108 |
+
671,
|
| 109 |
+
672,
|
| 110 |
+
673,
|
| 111 |
+
719,
|
| 112 |
+
720,
|
| 113 |
+
721
|
| 114 |
+
],
|
| 115 |
+
"loss": "nll",
|
| 116 |
+
"model_type": "informer",
|
| 117 |
+
"num_dynamic_real_features": 0,
|
| 118 |
+
"num_parallel_samples": 100,
|
| 119 |
+
"num_static_categorical_features": 1,
|
| 120 |
+
"num_static_real_features": 0,
|
| 121 |
+
"num_time_features": 5,
|
| 122 |
+
"prediction_length": 48,
|
| 123 |
+
"sampling_factor": 5,
|
| 124 |
+
"scaling": "mean",
|
| 125 |
+
"torch_dtype": "float32",
|
| 126 |
+
"transformers_version": "4.30.0.dev0",
|
| 127 |
+
"use_cache": true
|
| 128 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aa182165beb2d5a841acaf37504a6dcc94a03992157a5def39a4b64a56e6830a
|
| 3 |
+
size 438138
|