Upload TimeSeriesTransformerForPrediction
Browse files- config.json +74 -0
- pytorch_model.bin +3 -0
config.json
ADDED
|
@@ -0,0 +1,74 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": 60,
|
| 12 |
+
"d_model": 32,
|
| 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 |
+
4
|
| 21 |
+
],
|
| 22 |
+
"encoder_attention_heads": 2,
|
| 23 |
+
"encoder_ffn_dim": 32,
|
| 24 |
+
"encoder_layerdrop": 0.1,
|
| 25 |
+
"encoder_layers": 4,
|
| 26 |
+
"feature_size": 40,
|
| 27 |
+
"init_std": 0.02,
|
| 28 |
+
"input_size": 1,
|
| 29 |
+
"is_encoder_decoder": true,
|
| 30 |
+
"lags_sequence": [
|
| 31 |
+
1,
|
| 32 |
+
2,
|
| 33 |
+
3,
|
| 34 |
+
4,
|
| 35 |
+
5,
|
| 36 |
+
6,
|
| 37 |
+
7,
|
| 38 |
+
8,
|
| 39 |
+
13,
|
| 40 |
+
14,
|
| 41 |
+
15,
|
| 42 |
+
20,
|
| 43 |
+
21,
|
| 44 |
+
22,
|
| 45 |
+
27,
|
| 46 |
+
28,
|
| 47 |
+
29,
|
| 48 |
+
30,
|
| 49 |
+
31,
|
| 50 |
+
56,
|
| 51 |
+
84,
|
| 52 |
+
363,
|
| 53 |
+
364,
|
| 54 |
+
365,
|
| 55 |
+
727,
|
| 56 |
+
728,
|
| 57 |
+
729,
|
| 58 |
+
1091,
|
| 59 |
+
1092,
|
| 60 |
+
1093
|
| 61 |
+
],
|
| 62 |
+
"loss": "nll",
|
| 63 |
+
"model_type": "time_series_transformer",
|
| 64 |
+
"num_dynamic_real_features": 0,
|
| 65 |
+
"num_parallel_samples": 100,
|
| 66 |
+
"num_static_categorical_features": 1,
|
| 67 |
+
"num_static_real_features": 0,
|
| 68 |
+
"num_time_features": 4,
|
| 69 |
+
"prediction_length": 30,
|
| 70 |
+
"scaling": "mean",
|
| 71 |
+
"torch_dtype": "float32",
|
| 72 |
+
"transformers_version": "4.28.0",
|
| 73 |
+
"use_cache": true
|
| 74 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0d2160bb0f841c0e0f8437c0836cb81670f3104a99fe1ada79fb40f25e0db548
|
| 3 |
+
size 372563
|