Commit
·
9030642
1
Parent(s):
ab8f0f8
Upload config
Browse files- config.json +330 -0
config.json
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| 1 |
+
{
|
| 2 |
+
"_name_or_path": "results/setsumbt/EnD2-SetSUMBT+ActPrediction-multiwoz21-roberta-gru-cosine-distribution_distillation-Seed0-30-03-23-19-34",
|
| 3 |
+
"active_domain_loss_weight": 0.2,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"RobertaSetSUMBT"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"bos_token_id": 0,
|
| 9 |
+
"candidate_embedding_model_name": "roberta-base",
|
| 10 |
+
"classifier_dropout": null,
|
| 11 |
+
"code_version": "setsumbt/a4dd9b74f22d0ef72c9fe7bcf125eb61d3f5f4f7",
|
| 12 |
+
"dev_batch_size": 12,
|
| 13 |
+
"distance_measure": "cosine",
|
| 14 |
+
"domain_ids": {
|
| 15 |
+
"attraction": [
|
| 16 |
+
1,
|
| 17 |
+
2,
|
| 18 |
+
3,
|
| 19 |
+
4,
|
| 20 |
+
5,
|
| 21 |
+
6,
|
| 22 |
+
7,
|
| 23 |
+
8,
|
| 24 |
+
9
|
| 25 |
+
],
|
| 26 |
+
"hospital": [
|
| 27 |
+
10,
|
| 28 |
+
11,
|
| 29 |
+
12,
|
| 30 |
+
13
|
| 31 |
+
],
|
| 32 |
+
"hotel": [
|
| 33 |
+
14,
|
| 34 |
+
15,
|
| 35 |
+
16,
|
| 36 |
+
17,
|
| 37 |
+
18,
|
| 38 |
+
19,
|
| 39 |
+
20,
|
| 40 |
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21,
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| 41 |
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22,
|
| 42 |
+
23,
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| 43 |
+
24,
|
| 44 |
+
25,
|
| 45 |
+
26,
|
| 46 |
+
27,
|
| 47 |
+
28
|
| 48 |
+
],
|
| 49 |
+
"police": [
|
| 50 |
+
58,
|
| 51 |
+
59,
|
| 52 |
+
60,
|
| 53 |
+
61
|
| 54 |
+
],
|
| 55 |
+
"restaurant": [
|
| 56 |
+
32,
|
| 57 |
+
33,
|
| 58 |
+
34,
|
| 59 |
+
35,
|
| 60 |
+
36,
|
| 61 |
+
37,
|
| 62 |
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38,
|
| 63 |
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39,
|
| 64 |
+
40,
|
| 65 |
+
29,
|
| 66 |
+
30,
|
| 67 |
+
31
|
| 68 |
+
],
|
| 69 |
+
"taxi": [
|
| 70 |
+
41,
|
| 71 |
+
42,
|
| 72 |
+
43,
|
| 73 |
+
44,
|
| 74 |
+
45,
|
| 75 |
+
46
|
| 76 |
+
],
|
| 77 |
+
"train": [
|
| 78 |
+
47,
|
| 79 |
+
48,
|
| 80 |
+
49,
|
| 81 |
+
50,
|
| 82 |
+
51,
|
| 83 |
+
52,
|
| 84 |
+
53,
|
| 85 |
+
54,
|
| 86 |
+
55,
|
| 87 |
+
56,
|
| 88 |
+
57
|
| 89 |
+
]
|
| 90 |
+
},
|
| 91 |
+
"dropout_rate": 0.3,
|
| 92 |
+
"eos_token_id": 2,
|
| 93 |
+
"freeze_encoder": false,
|
| 94 |
+
"hidden_act": "gelu",
|
| 95 |
+
"hidden_dropout_prob": 0.1,
|
| 96 |
+
"hidden_size": 768,
|
| 97 |
+
"informable_slot_ids": {
|
| 98 |
+
"attraction-area": 2,
|
| 99 |
+
"attraction-name": 5,
|
| 100 |
+
"attraction-type": 9,
|
| 101 |
+
"hospital-department": 11,
|
| 102 |
+
"hotel-area": 15,
|
| 103 |
+
"hotel-book day": 16,
|
| 104 |
+
"hotel-book people": 17,
|
| 105 |
+
"hotel-book stay": 18,
|
| 106 |
+
"hotel-internet": 20,
|
| 107 |
+
"hotel-name": 21,
|
| 108 |
+
"hotel-parking": 22,
|
| 109 |
+
"hotel-price range": 25,
|
| 110 |
+
"hotel-stars": 27,
|
| 111 |
+
"hotel-type": 28,
|
| 112 |
+
"restaurant-area": 30,
|
| 113 |
+
"restaurant-book day": 31,
|
| 114 |
+
"restaurant-book people": 32,
|
| 115 |
+
"restaurant-book time": 33,
|
| 116 |
+
"restaurant-food": 35,
|
| 117 |
+
"restaurant-name": 36,
|
| 118 |
+
"restaurant-price range": 39,
|
| 119 |
+
"taxi-arrive by": 41,
|
| 120 |
+
"taxi-departure": 42,
|
| 121 |
+
"taxi-destination": 43,
|
| 122 |
+
"taxi-leave at": 44,
|
| 123 |
+
"train-arrive by": 47,
|
| 124 |
+
"train-book people": 48,
|
| 125 |
+
"train-day": 50,
|
| 126 |
+
"train-departure": 51,
|
| 127 |
+
"train-destination": 52,
|
| 128 |
+
"train-leave at": 54
|
| 129 |
+
},
|
| 130 |
+
"initializer_range": 0.02,
|
| 131 |
+
"intermediate_size": 3072,
|
| 132 |
+
"layer_norm_eps": 1e-05,
|
| 133 |
+
"loss_function": "distribution_distillation",
|
| 134 |
+
"max_candidate_len": 12,
|
| 135 |
+
"max_dialogue_len": 12,
|
| 136 |
+
"max_position_embeddings": 514,
|
| 137 |
+
"max_slot_len": 12,
|
| 138 |
+
"max_turn_len": 64,
|
| 139 |
+
"model_type": "roberta",
|
| 140 |
+
"nbt_hidden_size": 300,
|
| 141 |
+
"nbt_layers": 1,
|
| 142 |
+
"nbt_type": "gru",
|
| 143 |
+
"num_attention_heads": 12,
|
| 144 |
+
"num_hidden_layers": 12,
|
| 145 |
+
"num_slots": 62,
|
| 146 |
+
"num_values": {
|
| 147 |
+
"attraction-address": 1,
|
| 148 |
+
"attraction-area": 7,
|
| 149 |
+
"attraction-choice": 1,
|
| 150 |
+
"attraction-entrance fee": 1,
|
| 151 |
+
"attraction-name": 156,
|
| 152 |
+
"attraction-open hours": 1,
|
| 153 |
+
"attraction-phone": 1,
|
| 154 |
+
"attraction-postcode": 1,
|
| 155 |
+
"attraction-type": 14,
|
| 156 |
+
"hospital-address": 1,
|
| 157 |
+
"hospital-department": 49,
|
| 158 |
+
"hospital-phone": 1,
|
| 159 |
+
"hospital-postcode": 1,
|
| 160 |
+
"hotel-address": 1,
|
| 161 |
+
"hotel-area": 7,
|
| 162 |
+
"hotel-book day": 9,
|
| 163 |
+
"hotel-book people": 12,
|
| 164 |
+
"hotel-book stay": 12,
|
| 165 |
+
"hotel-choice": 1,
|
| 166 |
+
"hotel-internet": 5,
|
| 167 |
+
"hotel-name": 72,
|
| 168 |
+
"hotel-parking": 5,
|
| 169 |
+
"hotel-phone": 1,
|
| 170 |
+
"hotel-postcode": 1,
|
| 171 |
+
"hotel-price range": 5,
|
| 172 |
+
"hotel-ref": 1,
|
| 173 |
+
"hotel-stars": 8,
|
| 174 |
+
"hotel-type": 5,
|
| 175 |
+
"police-address": 1,
|
| 176 |
+
"police-name": 1,
|
| 177 |
+
"police-phone": 1,
|
| 178 |
+
"police-postcode": 1,
|
| 179 |
+
"restaurant-address": 1,
|
| 180 |
+
"restaurant-area": 7,
|
| 181 |
+
"restaurant-book day": 9,
|
| 182 |
+
"restaurant-book people": 12,
|
| 183 |
+
"restaurant-book time": 290,
|
| 184 |
+
"restaurant-choice": 1,
|
| 185 |
+
"restaurant-food": 103,
|
| 186 |
+
"restaurant-name": 185,
|
| 187 |
+
"restaurant-phone": 1,
|
| 188 |
+
"restaurant-postcode": 1,
|
| 189 |
+
"restaurant-price range": 5,
|
| 190 |
+
"restaurant-ref": 1,
|
| 191 |
+
"taxi-arrive by": 290,
|
| 192 |
+
"taxi-departure": 255,
|
| 193 |
+
"taxi-destination": 253,
|
| 194 |
+
"taxi-leave at": 290,
|
| 195 |
+
"taxi-phone": 1,
|
| 196 |
+
"taxi-type": 1,
|
| 197 |
+
"train-arrive by": 290,
|
| 198 |
+
"train-book people": 12,
|
| 199 |
+
"train-choice": 1,
|
| 200 |
+
"train-day": 9,
|
| 201 |
+
"train-departure": 32,
|
| 202 |
+
"train-destination": 28,
|
| 203 |
+
"train-duration": 1,
|
| 204 |
+
"train-leave at": 290,
|
| 205 |
+
"train-price": 1,
|
| 206 |
+
"train-ref": 1,
|
| 207 |
+
"train-train id": 1
|
| 208 |
+
},
|
| 209 |
+
"pad_token_id": 1,
|
| 210 |
+
"position_embedding_type": "absolute",
|
| 211 |
+
"predict_actions": true,
|
| 212 |
+
"requestable_slot_ids": {
|
| 213 |
+
"attraction-address": 1,
|
| 214 |
+
"attraction-area": 2,
|
| 215 |
+
"attraction-entrance fee": 4,
|
| 216 |
+
"attraction-phone": 7,
|
| 217 |
+
"attraction-postcode": 8,
|
| 218 |
+
"attraction-type": 9,
|
| 219 |
+
"hospital-address": 10,
|
| 220 |
+
"hospital-phone": 12,
|
| 221 |
+
"hospital-postcode": 13,
|
| 222 |
+
"hotel-address": 14,
|
| 223 |
+
"hotel-area": 15,
|
| 224 |
+
"hotel-internet": 20,
|
| 225 |
+
"hotel-parking": 22,
|
| 226 |
+
"hotel-phone": 23,
|
| 227 |
+
"hotel-postcode": 24,
|
| 228 |
+
"hotel-price range": 25,
|
| 229 |
+
"hotel-ref": 26,
|
| 230 |
+
"hotel-stars": 27,
|
| 231 |
+
"hotel-type": 28,
|
| 232 |
+
"police-address": 58,
|
| 233 |
+
"police-phone": 60,
|
| 234 |
+
"police-postcode": 61,
|
| 235 |
+
"restaurant-address": 29,
|
| 236 |
+
"restaurant-area": 30,
|
| 237 |
+
"restaurant-food": 35,
|
| 238 |
+
"restaurant-phone": 37,
|
| 239 |
+
"restaurant-postcode": 38,
|
| 240 |
+
"restaurant-price range": 39,
|
| 241 |
+
"restaurant-ref": 40,
|
| 242 |
+
"taxi-phone": 45,
|
| 243 |
+
"taxi-type": 46,
|
| 244 |
+
"train-arrive by": 47,
|
| 245 |
+
"train-duration": 53,
|
| 246 |
+
"train-leave at": 54,
|
| 247 |
+
"train-price": 55,
|
| 248 |
+
"train-ref": 56,
|
| 249 |
+
"train-train id": 57
|
| 250 |
+
},
|
| 251 |
+
"rnn_zero_init": false,
|
| 252 |
+
"seed": 0,
|
| 253 |
+
"set_pooling": "cnn",
|
| 254 |
+
"set_similarity": true,
|
| 255 |
+
"slot_attention_heads": 12,
|
| 256 |
+
"slot_ids": {
|
| 257 |
+
"attraction-address": 1,
|
| 258 |
+
"attraction-area": 2,
|
| 259 |
+
"attraction-choice": 3,
|
| 260 |
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}
|