Upload N5_vqce_w05_nat_s0/results.json with huggingface_hub
Browse files- N5_vqce_w05_nat_s0/results.json +700 -0
N5_vqce_w05_nat_s0/results.json
ADDED
|
@@ -0,0 +1,700 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"run_name": "N5_vqce_w05_nat_s0",
|
| 3 |
+
"cfg": {
|
| 4 |
+
"run_name": "N5_vqce_w05_nat_s0",
|
| 5 |
+
"tokenizer": "vq",
|
| 6 |
+
"patch": 32,
|
| 7 |
+
"ctx_span": 4096,
|
| 8 |
+
"fine_span": 1024,
|
| 9 |
+
"enc_hidden": 64,
|
| 10 |
+
"fsq_levels": [
|
| 11 |
+
8,
|
| 12 |
+
6,
|
| 13 |
+
5,
|
| 14 |
+
5,
|
| 15 |
+
5
|
| 16 |
+
],
|
| 17 |
+
"vq_codes": 1024,
|
| 18 |
+
"vq_dim": 64,
|
| 19 |
+
"vq_beta": 0.25,
|
| 20 |
+
"vq_decay": 0.99,
|
| 21 |
+
"vq_entropy_w": 0.02,
|
| 22 |
+
"vq_warm_steps": 2000,
|
| 23 |
+
"vq_warm_decay": 0.9,
|
| 24 |
+
"aux_code_ce": 0.5,
|
| 25 |
+
"aux_code_offsets": [
|
| 26 |
+
1
|
| 27 |
+
],
|
| 28 |
+
"d_model": 256,
|
| 29 |
+
"n_layers": 4,
|
| 30 |
+
"n_heads": 4,
|
| 31 |
+
"train_kmin": 4,
|
| 32 |
+
"train_kmax": 32,
|
| 33 |
+
"cpm_cmax": 16,
|
| 34 |
+
"cpm_pmax": 0.4,
|
| 35 |
+
"cpm_span_max": 4,
|
| 36 |
+
"steps": 30000,
|
| 37 |
+
"batch": 64,
|
| 38 |
+
"n_variates": 8,
|
| 39 |
+
"lr": 0.001,
|
| 40 |
+
"normuon_lr": 0.0008,
|
| 41 |
+
"weight_decay": 0.0001,
|
| 42 |
+
"grad_clip": 1.0,
|
| 43 |
+
"warmup_frac": 0.03,
|
| 44 |
+
"decay_frac": 0.1,
|
| 45 |
+
"seed": 0,
|
| 46 |
+
"data_seed": 0,
|
| 47 |
+
"pool": "short",
|
| 48 |
+
"eval_every": 500,
|
| 49 |
+
"ckpt_every": 2500,
|
| 50 |
+
"gift_ckpts": [
|
| 51 |
+
7500,
|
| 52 |
+
15000,
|
| 53 |
+
22500,
|
| 54 |
+
30000
|
| 55 |
+
]
|
| 56 |
+
},
|
| 57 |
+
"val_log": {
|
| 58 |
+
"step": [
|
| 59 |
+
500,
|
| 60 |
+
1000,
|
| 61 |
+
1500,
|
| 62 |
+
2000,
|
| 63 |
+
2500,
|
| 64 |
+
3000,
|
| 65 |
+
3500,
|
| 66 |
+
4000,
|
| 67 |
+
4500,
|
| 68 |
+
5000,
|
| 69 |
+
5500,
|
| 70 |
+
6000,
|
| 71 |
+
6500,
|
| 72 |
+
7000,
|
| 73 |
+
7500,
|
| 74 |
+
8000,
|
| 75 |
+
8500,
|
| 76 |
+
9000,
|
| 77 |
+
9500,
|
| 78 |
+
10000,
|
| 79 |
+
10500,
|
| 80 |
+
11000,
|
| 81 |
+
11500,
|
| 82 |
+
12000,
|
| 83 |
+
12500,
|
| 84 |
+
13000,
|
| 85 |
+
13500,
|
| 86 |
+
14000,
|
| 87 |
+
14500,
|
| 88 |
+
15000,
|
| 89 |
+
15500,
|
| 90 |
+
16000,
|
| 91 |
+
16500,
|
| 92 |
+
17000,
|
| 93 |
+
17500,
|
| 94 |
+
18000,
|
| 95 |
+
18500,
|
| 96 |
+
19000,
|
| 97 |
+
19500,
|
| 98 |
+
20000,
|
| 99 |
+
20500,
|
| 100 |
+
21000,
|
| 101 |
+
21500,
|
| 102 |
+
22000,
|
| 103 |
+
22500,
|
| 104 |
+
23000,
|
| 105 |
+
23500,
|
| 106 |
+
24000,
|
| 107 |
+
24500,
|
| 108 |
+
25000,
|
| 109 |
+
25500,
|
| 110 |
+
26000,
|
| 111 |
+
26500,
|
| 112 |
+
27000,
|
| 113 |
+
27500,
|
| 114 |
+
28000,
|
| 115 |
+
28500,
|
| 116 |
+
29000,
|
| 117 |
+
29500,
|
| 118 |
+
30000
|
| 119 |
+
],
|
| 120 |
+
"val_crps": [
|
| 121 |
+
0.9284452795982361,
|
| 122 |
+
1.0279217958450317,
|
| 123 |
+
1.2018872499465942,
|
| 124 |
+
0.8741195797920227,
|
| 125 |
+
1.009334921836853,
|
| 126 |
+
1.0375354290008545,
|
| 127 |
+
0.8377574682235718,
|
| 128 |
+
0.9818466305732727,
|
| 129 |
+
0.9991059899330139,
|
| 130 |
+
0.9606406092643738,
|
| 131 |
+
1.3584703207015991,
|
| 132 |
+
0.9986159205436707,
|
| 133 |
+
1.020216703414917,
|
| 134 |
+
1.6379402875900269,
|
| 135 |
+
0.8995092511177063,
|
| 136 |
+
0.9841000437736511,
|
| 137 |
+
0.8678507208824158,
|
| 138 |
+
0.9964203834533691,
|
| 139 |
+
1.074065089225769,
|
| 140 |
+
0.9581926465034485,
|
| 141 |
+
1.1649292707443237,
|
| 142 |
+
0.840563178062439,
|
| 143 |
+
1.776389241218567,
|
| 144 |
+
1.1504472494125366,
|
| 145 |
+
1.0911674499511719,
|
| 146 |
+
0.8911907076835632,
|
| 147 |
+
1.2907174825668335,
|
| 148 |
+
1.148959994316101,
|
| 149 |
+
1.2231361865997314,
|
| 150 |
+
0.931333601474762,
|
| 151 |
+
1.0424861907958984,
|
| 152 |
+
1.0134694576263428,
|
| 153 |
+
1.0844197273254395,
|
| 154 |
+
0.8599530458450317,
|
| 155 |
+
0.9220752120018005,
|
| 156 |
+
1.1200003623962402,
|
| 157 |
+
1.044560432434082,
|
| 158 |
+
1.0511020421981812,
|
| 159 |
+
0.9258798360824585,
|
| 160 |
+
0.8761681318283081,
|
| 161 |
+
0.8563297390937805,
|
| 162 |
+
0.9032864570617676,
|
| 163 |
+
0.9542641639709473,
|
| 164 |
+
0.8707911372184753,
|
| 165 |
+
0.9769977331161499,
|
| 166 |
+
0.9644327759742737,
|
| 167 |
+
0.9357218742370605,
|
| 168 |
+
0.8287032842636108,
|
| 169 |
+
0.837469756603241,
|
| 170 |
+
0.8514163494110107,
|
| 171 |
+
0.9215223789215088,
|
| 172 |
+
0.8352062702178955,
|
| 173 |
+
0.85890132188797,
|
| 174 |
+
0.8588665723800659,
|
| 175 |
+
0.9241039156913757,
|
| 176 |
+
0.8752509951591492,
|
| 177 |
+
0.9907087683677673,
|
| 178 |
+
0.9566903114318848,
|
| 179 |
+
0.8319962024688721,
|
| 180 |
+
0.8373472690582275
|
| 181 |
+
],
|
| 182 |
+
"train_loss": [
|
| 183 |
+
1.895372107120715,
|
| 184 |
+
2.432326114702111,
|
| 185 |
+
2.5774726927883354,
|
| 186 |
+
2.727125913341304,
|
| 187 |
+
2.7187267666377366,
|
| 188 |
+
2.683431573973734,
|
| 189 |
+
2.704992767160578,
|
| 190 |
+
2.7365402844909377,
|
| 191 |
+
2.7380084804969345,
|
| 192 |
+
2.669949502437874,
|
| 193 |
+
2.68206883573193,
|
| 194 |
+
2.636714357989473,
|
| 195 |
+
2.63341988519939,
|
| 196 |
+
2.70511297665122,
|
| 197 |
+
2.641352426179946,
|
| 198 |
+
2.590336453893382,
|
| 199 |
+
2.5234871216697634,
|
| 200 |
+
2.6610508082505167,
|
| 201 |
+
2.509680010784249,
|
| 202 |
+
2.545994623167878,
|
| 203 |
+
2.4679648667205694,
|
| 204 |
+
2.5371320257936136,
|
| 205 |
+
2.5820903174654495,
|
| 206 |
+
2.6021369731921777,
|
| 207 |
+
2.439944912202157,
|
| 208 |
+
2.520505528401258,
|
| 209 |
+
2.448699431154934,
|
| 210 |
+
2.446668460938927,
|
| 211 |
+
2.500091626078739,
|
| 212 |
+
2.462883645368271,
|
| 213 |
+
2.4403960234704356,
|
| 214 |
+
2.532760767127544,
|
| 215 |
+
2.4609394005720953,
|
| 216 |
+
2.34966150558247,
|
| 217 |
+
2.4201805125198406,
|
| 218 |
+
2.516512047065229,
|
| 219 |
+
2.352350602837846,
|
| 220 |
+
2.394656411025304,
|
| 221 |
+
2.3449162615827714,
|
| 222 |
+
2.3610783440329635,
|
| 223 |
+
2.418554176527914,
|
| 224 |
+
2.3832730628549994,
|
| 225 |
+
2.3485004874667177,
|
| 226 |
+
2.3578131481988223,
|
| 227 |
+
2.3646286521414415,
|
| 228 |
+
2.353478746740763,
|
| 229 |
+
2.3462474129202997,
|
| 230 |
+
2.359477675940072,
|
| 231 |
+
2.378418653073757,
|
| 232 |
+
2.472970114380678,
|
| 233 |
+
2.3244942635073915,
|
| 234 |
+
2.3919907823203124,
|
| 235 |
+
2.4617299934904313,
|
| 236 |
+
2.3649649487496363,
|
| 237 |
+
2.3693890787414036,
|
| 238 |
+
2.2960055396450594,
|
| 239 |
+
2.3151368894297124,
|
| 240 |
+
2.2475417880758104,
|
| 241 |
+
2.2473225621835966,
|
| 242 |
+
2.246563822025734
|
| 243 |
+
],
|
| 244 |
+
"perplexity": [
|
| 245 |
+
517.3411865234375,
|
| 246 |
+
534.0110473632812,
|
| 247 |
+
331.676025390625,
|
| 248 |
+
344.9052734375,
|
| 249 |
+
217.49066162109375,
|
| 250 |
+
135.68765258789062,
|
| 251 |
+
142.2185516357422,
|
| 252 |
+
188.55638122558594,
|
| 253 |
+
165.22984313964844,
|
| 254 |
+
96.02225494384766,
|
| 255 |
+
161.48751831054688,
|
| 256 |
+
124.37300109863281,
|
| 257 |
+
141.471923828125,
|
| 258 |
+
154.77169799804688,
|
| 259 |
+
117.4460220336914,
|
| 260 |
+
221.8148651123047,
|
| 261 |
+
194.2221221923828,
|
| 262 |
+
136.47201538085938,
|
| 263 |
+
197.83335876464844,
|
| 264 |
+
175.86888122558594,
|
| 265 |
+
247.8712615966797,
|
| 266 |
+
229.1875762939453,
|
| 267 |
+
185.30313110351562,
|
| 268 |
+
215.80450439453125,
|
| 269 |
+
308.1064758300781,
|
| 270 |
+
177.94900512695312,
|
| 271 |
+
195.97488403320312,
|
| 272 |
+
262.6969299316406,
|
| 273 |
+
349.5921630859375,
|
| 274 |
+
207.55014038085938,
|
| 275 |
+
316.3472900390625,
|
| 276 |
+
224.08970642089844,
|
| 277 |
+
300.1787414550781,
|
| 278 |
+
206.09471130371094,
|
| 279 |
+
220.4859619140625,
|
| 280 |
+
223.2382049560547,
|
| 281 |
+
342.28729248046875,
|
| 282 |
+
243.17703247070312,
|
| 283 |
+
313.2500305175781,
|
| 284 |
+
220.82810974121094,
|
| 285 |
+
325.6694641113281,
|
| 286 |
+
335.00933837890625,
|
| 287 |
+
307.89630126953125,
|
| 288 |
+
376.5340270996094,
|
| 289 |
+
377.4385681152344,
|
| 290 |
+
340.10491943359375,
|
| 291 |
+
345.8336181640625,
|
| 292 |
+
429.0133972167969,
|
| 293 |
+
298.4950256347656,
|
| 294 |
+
427.7442932128906,
|
| 295 |
+
280.8043212890625,
|
| 296 |
+
313.2790222167969,
|
| 297 |
+
285.2481384277344,
|
| 298 |
+
447.22918701171875,
|
| 299 |
+
431.1789245605469,
|
| 300 |
+
473.5404357910156,
|
| 301 |
+
370.79803466796875,
|
| 302 |
+
532.7431640625,
|
| 303 |
+
584.5160522460938,
|
| 304 |
+
598.17578125
|
| 305 |
+
],
|
| 306 |
+
"code_ce": [
|
| 307 |
+
3.049159049987793,
|
| 308 |
+
3.8211209774017334,
|
| 309 |
+
4.4784369468688965,
|
| 310 |
+
4.555357456207275,
|
| 311 |
+
4.257356643676758,
|
| 312 |
+
4.115633964538574,
|
| 313 |
+
4.495189666748047,
|
| 314 |
+
4.70114803314209,
|
| 315 |
+
4.709427356719971,
|
| 316 |
+
4.600051403045654,
|
| 317 |
+
4.340517997741699,
|
| 318 |
+
3.9678046703338623,
|
| 319 |
+
4.426458835601807,
|
| 320 |
+
4.38181209564209,
|
| 321 |
+
3.975769519805908,
|
| 322 |
+
4.450190544128418,
|
| 323 |
+
4.298981666564941,
|
| 324 |
+
3.9916880130767822,
|
| 325 |
+
4.0610151290893555,
|
| 326 |
+
4.067835807800293,
|
| 327 |
+
4.130875110626221,
|
| 328 |
+
3.933234691619873,
|
| 329 |
+
3.99665904045105,
|
| 330 |
+
4.0886054039001465,
|
| 331 |
+
4.083510398864746,
|
| 332 |
+
3.984281063079834,
|
| 333 |
+
3.8935563564300537,
|
| 334 |
+
4.201150417327881,
|
| 335 |
+
4.137032508850098,
|
| 336 |
+
3.77543306350708,
|
| 337 |
+
4.000014781951904,
|
| 338 |
+
3.9595541954040527,
|
| 339 |
+
4.055747032165527,
|
| 340 |
+
3.5468201637268066,
|
| 341 |
+
3.7045695781707764,
|
| 342 |
+
4.280574798583984,
|
| 343 |
+
3.7548108100891113,
|
| 344 |
+
3.9225926399230957,
|
| 345 |
+
3.678043842315674,
|
| 346 |
+
3.860708475112915,
|
| 347 |
+
3.775773763656616,
|
| 348 |
+
3.7144577503204346,
|
| 349 |
+
3.842583417892456,
|
| 350 |
+
3.833742380142212,
|
| 351 |
+
3.749372959136963,
|
| 352 |
+
3.8110060691833496,
|
| 353 |
+
3.783569812774658,
|
| 354 |
+
3.8983912467956543,
|
| 355 |
+
3.925715446472168,
|
| 356 |
+
3.961928367614746,
|
| 357 |
+
3.4814703464508057,
|
| 358 |
+
3.7470059394836426,
|
| 359 |
+
3.8877034187316895,
|
| 360 |
+
3.8354194164276123,
|
| 361 |
+
3.9559829235076904,
|
| 362 |
+
3.8421950340270996,
|
| 363 |
+
3.754805564880371,
|
| 364 |
+
3.7098145484924316,
|
| 365 |
+
3.61024808883667,
|
| 366 |
+
3.5708565711975098
|
| 367 |
+
]
|
| 368 |
+
},
|
| 369 |
+
"params_m": 3.877984,
|
| 370 |
+
"gift_final": {
|
| 371 |
+
"per_dataset": {
|
| 372 |
+
"m4_weekly": {
|
| 373 |
+
"CRPS": 0.18508889403267492,
|
| 374 |
+
"MASE": 22.228132644541866,
|
| 375 |
+
"freq": "W-SUN"
|
| 376 |
+
},
|
| 377 |
+
"m4_daily": {
|
| 378 |
+
"CRPS": 0.09982038968193743,
|
| 379 |
+
"MASE": 15.205007688929724,
|
| 380 |
+
"freq": "D"
|
| 381 |
+
},
|
| 382 |
+
"m4_hourly": {
|
| 383 |
+
"CRPS": 0.11787336614995832,
|
| 384 |
+
"MASE": 10.816753487061755,
|
| 385 |
+
"freq": "H"
|
| 386 |
+
},
|
| 387 |
+
"m4_monthly": {
|
| 388 |
+
"CRPS": 0.1914121644026873,
|
| 389 |
+
"MASE": 2.3630277521280307,
|
| 390 |
+
"freq": "M"
|
| 391 |
+
},
|
| 392 |
+
"electricity/15T": {
|
| 393 |
+
"CRPS": 0.2535828222192464,
|
| 394 |
+
"MASE": 2.881760212090629,
|
| 395 |
+
"freq": "15T"
|
| 396 |
+
},
|
| 397 |
+
"electricity/H": {
|
| 398 |
+
"CRPS": 0.2578440458074762,
|
| 399 |
+
"MASE": 3.4161822194919904,
|
| 400 |
+
"freq": "H"
|
| 401 |
+
},
|
| 402 |
+
"solar/10T": {
|
| 403 |
+
"CRPS": 0.9739488882601862,
|
| 404 |
+
"MASE": 1.5395438510883328,
|
| 405 |
+
"freq": "10T"
|
| 406 |
+
},
|
| 407 |
+
"solar/H": {
|
| 408 |
+
"CRPS": 0.987009526449492,
|
| 409 |
+
"MASE": 2.0968959164496463,
|
| 410 |
+
"freq": "H"
|
| 411 |
+
},
|
| 412 |
+
"ett1/15T": {
|
| 413 |
+
"CRPS": 0.40497160572843294,
|
| 414 |
+
"MASE": 1.5600699827352662,
|
| 415 |
+
"freq": "15T"
|
| 416 |
+
},
|
| 417 |
+
"ett2/H": {
|
| 418 |
+
"CRPS": 0.11400521790312407,
|
| 419 |
+
"MASE": 1.3053580894426098,
|
| 420 |
+
"freq": "H"
|
| 421 |
+
},
|
| 422 |
+
"jena_weather/10T": {
|
| 423 |
+
"CRPS": 0.05980948902105866,
|
| 424 |
+
"MASE": 0.5859789033762234,
|
| 425 |
+
"freq": "10T"
|
| 426 |
+
},
|
| 427 |
+
"us_births/D": {
|
| 428 |
+
"CRPS": 0.0774628386022544,
|
| 429 |
+
"MASE": 1.5701559304550785,
|
| 430 |
+
"freq": "D"
|
| 431 |
+
},
|
| 432 |
+
"covid_deaths": {
|
| 433 |
+
"CRPS": 0.22559626967788393,
|
| 434 |
+
"MASE": 87.76409049161744,
|
| 435 |
+
"freq": "D"
|
| 436 |
+
},
|
| 437 |
+
"hospital": {
|
| 438 |
+
"CRPS": 0.09056160380819182,
|
| 439 |
+
"MASE": 0.9711167615580569,
|
| 440 |
+
"freq": "M"
|
| 441 |
+
}
|
| 442 |
+
},
|
| 443 |
+
"gm_crps": 0.19494624086646561,
|
| 444 |
+
"gm_crps_long_season": 0.25933354170310957,
|
| 445 |
+
"gm_crps_other": 0.1332466902766312
|
| 446 |
+
},
|
| 447 |
+
"gift_7500": {
|
| 448 |
+
"per_dataset": {
|
| 449 |
+
"m4_weekly": {
|
| 450 |
+
"CRPS": 0.22183004048902047,
|
| 451 |
+
"MASE": 25.590365495914345,
|
| 452 |
+
"freq": "W-SUN"
|
| 453 |
+
},
|
| 454 |
+
"m4_daily": {
|
| 455 |
+
"CRPS": 0.15484445806927036,
|
| 456 |
+
"MASE": 22.620200183633976,
|
| 457 |
+
"freq": "D"
|
| 458 |
+
},
|
| 459 |
+
"m4_hourly": {
|
| 460 |
+
"CRPS": 0.1428416568831019,
|
| 461 |
+
"MASE": 11.27615738051638,
|
| 462 |
+
"freq": "H"
|
| 463 |
+
},
|
| 464 |
+
"m4_monthly": {
|
| 465 |
+
"CRPS": 0.19204633917102742,
|
| 466 |
+
"MASE": 2.5838812054316422,
|
| 467 |
+
"freq": "M"
|
| 468 |
+
},
|
| 469 |
+
"electricity/15T": {
|
| 470 |
+
"CRPS": 0.2565733776930059,
|
| 471 |
+
"MASE": 2.9939580073590943,
|
| 472 |
+
"freq": "15T"
|
| 473 |
+
},
|
| 474 |
+
"electricity/H": {
|
| 475 |
+
"CRPS": 0.26875839370405846,
|
| 476 |
+
"MASE": 3.3263301282404223,
|
| 477 |
+
"freq": "H"
|
| 478 |
+
},
|
| 479 |
+
"solar/10T": {
|
| 480 |
+
"CRPS": 0.9878763070263893,
|
| 481 |
+
"MASE": 1.5290615405502137,
|
| 482 |
+
"freq": "10T"
|
| 483 |
+
},
|
| 484 |
+
"solar/H": {
|
| 485 |
+
"CRPS": 0.9923559660156676,
|
| 486 |
+
"MASE": 2.095640875130694,
|
| 487 |
+
"freq": "H"
|
| 488 |
+
},
|
| 489 |
+
"ett1/15T": {
|
| 490 |
+
"CRPS": 0.3693805355243591,
|
| 491 |
+
"MASE": 1.4880159298918683,
|
| 492 |
+
"freq": "15T"
|
| 493 |
+
},
|
| 494 |
+
"ett2/H": {
|
| 495 |
+
"CRPS": 0.13161184416900337,
|
| 496 |
+
"MASE": 1.3358262443598095,
|
| 497 |
+
"freq": "H"
|
| 498 |
+
},
|
| 499 |
+
"jena_weather/10T": {
|
| 500 |
+
"CRPS": 0.06038307424779437,
|
| 501 |
+
"MASE": 0.6174106498162162,
|
| 502 |
+
"freq": "10T"
|
| 503 |
+
},
|
| 504 |
+
"us_births/D": {
|
| 505 |
+
"CRPS": 0.08264568913913654,
|
| 506 |
+
"MASE": 1.8019121070181896,
|
| 507 |
+
"freq": "D"
|
| 508 |
+
},
|
| 509 |
+
"covid_deaths": {
|
| 510 |
+
"CRPS": 0.25869065704858274,
|
| 511 |
+
"MASE": 94.9109126437525,
|
| 512 |
+
"freq": "D"
|
| 513 |
+
},
|
| 514 |
+
"hospital": {
|
| 515 |
+
"CRPS": 0.076679107691113,
|
| 516 |
+
"MASE": 0.9693128494496829,
|
| 517 |
+
"freq": "M"
|
| 518 |
+
}
|
| 519 |
+
},
|
| 520 |
+
"gm_crps": 0.2091524993098422,
|
| 521 |
+
"gm_crps_long_season": 0.27012224183875216,
|
| 522 |
+
"gm_crps_other": 0.14870766106600491
|
| 523 |
+
},
|
| 524 |
+
"gift_15000": {
|
| 525 |
+
"per_dataset": {
|
| 526 |
+
"m4_weekly": {
|
| 527 |
+
"CRPS": 0.16902864173134724,
|
| 528 |
+
"MASE": 18.7062344290381,
|
| 529 |
+
"freq": "W-SUN"
|
| 530 |
+
},
|
| 531 |
+
"m4_daily": {
|
| 532 |
+
"CRPS": 0.12761298961734602,
|
| 533 |
+
"MASE": 18.072767858737983,
|
| 534 |
+
"freq": "D"
|
| 535 |
+
},
|
| 536 |
+
"m4_hourly": {
|
| 537 |
+
"CRPS": 0.14247054038342244,
|
| 538 |
+
"MASE": 10.710390851259623,
|
| 539 |
+
"freq": "H"
|
| 540 |
+
},
|
| 541 |
+
"m4_monthly": {
|
| 542 |
+
"CRPS": 0.18306523924017995,
|
| 543 |
+
"MASE": 2.4422655575256265,
|
| 544 |
+
"freq": "M"
|
| 545 |
+
},
|
| 546 |
+
"electricity/15T": {
|
| 547 |
+
"CRPS": 0.2609593576080776,
|
| 548 |
+
"MASE": 2.915638571331588,
|
| 549 |
+
"freq": "15T"
|
| 550 |
+
},
|
| 551 |
+
"electricity/H": {
|
| 552 |
+
"CRPS": 0.2686525951380853,
|
| 553 |
+
"MASE": 3.3759155629928452,
|
| 554 |
+
"freq": "H"
|
| 555 |
+
},
|
| 556 |
+
"solar/10T": {
|
| 557 |
+
"CRPS": 0.9662168890150826,
|
| 558 |
+
"MASE": 1.5305613255049864,
|
| 559 |
+
"freq": "10T"
|
| 560 |
+
},
|
| 561 |
+
"solar/H": {
|
| 562 |
+
"CRPS": 0.9867748792792784,
|
| 563 |
+
"MASE": 2.0979235626781496,
|
| 564 |
+
"freq": "H"
|
| 565 |
+
},
|
| 566 |
+
"ett1/15T": {
|
| 567 |
+
"CRPS": 0.4205494857276457,
|
| 568 |
+
"MASE": 1.5937076095466127,
|
| 569 |
+
"freq": "15T"
|
| 570 |
+
},
|
| 571 |
+
"ett2/H": {
|
| 572 |
+
"CRPS": 0.12029144516018064,
|
| 573 |
+
"MASE": 1.2888684909039934,
|
| 574 |
+
"freq": "H"
|
| 575 |
+
},
|
| 576 |
+
"jena_weather/10T": {
|
| 577 |
+
"CRPS": 0.06162958000412044,
|
| 578 |
+
"MASE": 0.6893845117892935,
|
| 579 |
+
"freq": "10T"
|
| 580 |
+
},
|
| 581 |
+
"us_births/D": {
|
| 582 |
+
"CRPS": 0.07941109047536485,
|
| 583 |
+
"MASE": 1.745818398297398,
|
| 584 |
+
"freq": "D"
|
| 585 |
+
},
|
| 586 |
+
"covid_deaths": {
|
| 587 |
+
"CRPS": 0.2515604629041597,
|
| 588 |
+
"MASE": 87.33160254070992,
|
| 589 |
+
"freq": "D"
|
| 590 |
+
},
|
| 591 |
+
"hospital": {
|
| 592 |
+
"CRPS": 0.07240545832926693,
|
| 593 |
+
"MASE": 0.9104695557711591,
|
| 594 |
+
"freq": "M"
|
| 595 |
+
}
|
| 596 |
+
},
|
| 597 |
+
"gm_crps": 0.2004926595867965,
|
| 598 |
+
"gm_crps_long_season": 0.27169262140701095,
|
| 599 |
+
"gm_crps_other": 0.13369833146609242
|
| 600 |
+
},
|
| 601 |
+
"gift_22500": {
|
| 602 |
+
"per_dataset": {
|
| 603 |
+
"m4_weekly": {
|
| 604 |
+
"CRPS": 0.16908761711977738,
|
| 605 |
+
"MASE": 18.251833587961517,
|
| 606 |
+
"freq": "W-SUN"
|
| 607 |
+
},
|
| 608 |
+
"m4_daily": {
|
| 609 |
+
"CRPS": 0.09833209668891744,
|
| 610 |
+
"MASE": 14.20007915714672,
|
| 611 |
+
"freq": "D"
|
| 612 |
+
},
|
| 613 |
+
"m4_hourly": {
|
| 614 |
+
"CRPS": 0.11921140306075381,
|
| 615 |
+
"MASE": 10.741590386301384,
|
| 616 |
+
"freq": "H"
|
| 617 |
+
},
|
| 618 |
+
"m4_monthly": {
|
| 619 |
+
"CRPS": 0.188950210938427,
|
| 620 |
+
"MASE": 2.2453664519632746,
|
| 621 |
+
"freq": "M"
|
| 622 |
+
},
|
| 623 |
+
"electricity/15T": {
|
| 624 |
+
"CRPS": 0.25768364737728305,
|
| 625 |
+
"MASE": 2.992604337022046,
|
| 626 |
+
"freq": "15T"
|
| 627 |
+
},
|
| 628 |
+
"electricity/H": {
|
| 629 |
+
"CRPS": 0.2672084142885252,
|
| 630 |
+
"MASE": 3.4635988723484767,
|
| 631 |
+
"freq": "H"
|
| 632 |
+
},
|
| 633 |
+
"solar/10T": {
|
| 634 |
+
"CRPS": 0.9659593295188353,
|
| 635 |
+
"MASE": 1.5245645030463064,
|
| 636 |
+
"freq": "10T"
|
| 637 |
+
},
|
| 638 |
+
"solar/H": {
|
| 639 |
+
"CRPS": 0.9788643706287807,
|
| 640 |
+
"MASE": 2.0960189717673576,
|
| 641 |
+
"freq": "H"
|
| 642 |
+
},
|
| 643 |
+
"ett1/15T": {
|
| 644 |
+
"CRPS": 0.3956175323973504,
|
| 645 |
+
"MASE": 1.5879399104206697,
|
| 646 |
+
"freq": "15T"
|
| 647 |
+
},
|
| 648 |
+
"ett2/H": {
|
| 649 |
+
"CRPS": 0.12856922483628574,
|
| 650 |
+
"MASE": 1.4458053736387229,
|
| 651 |
+
"freq": "H"
|
| 652 |
+
},
|
| 653 |
+
"jena_weather/10T": {
|
| 654 |
+
"CRPS": 0.059452232042494245,
|
| 655 |
+
"MASE": 0.5827909264143468,
|
| 656 |
+
"freq": "10T"
|
| 657 |
+
},
|
| 658 |
+
"us_births/D": {
|
| 659 |
+
"CRPS": 0.07759157537989093,
|
| 660 |
+
"MASE": 1.6038994530276336,
|
| 661 |
+
"freq": "D"
|
| 662 |
+
},
|
| 663 |
+
"covid_deaths": {
|
| 664 |
+
"CRPS": 0.2784951826761555,
|
| 665 |
+
"MASE": 109.21914251282973,
|
| 666 |
+
"freq": "D"
|
| 667 |
+
},
|
| 668 |
+
"hospital": {
|
| 669 |
+
"CRPS": 0.08207135410140512,
|
| 670 |
+
"MASE": 0.9473517170796558,
|
| 671 |
+
"freq": "M"
|
| 672 |
+
}
|
| 673 |
+
},
|
| 674 |
+
"gm_crps": 0.1968046575555706,
|
| 675 |
+
"gm_crps_long_season": 0.26382418716898415,
|
| 676 |
+
"gm_crps_other": 0.13314649040107338
|
| 677 |
+
},
|
| 678 |
+
"probe": {
|
| 679 |
+
"pearson": [
|
| 680 |
+
0.031,
|
| 681 |
+
-0.016,
|
| 682 |
+
0.008,
|
| 683 |
+
0.001,
|
| 684 |
+
-0.001,
|
| 685 |
+
-0.01,
|
| 686 |
+
-0.01,
|
| 687 |
+
-0.004
|
| 688 |
+
],
|
| 689 |
+
"amp_retention": [
|
| 690 |
+
0.217,
|
| 691 |
+
0.238,
|
| 692 |
+
0.239,
|
| 693 |
+
0.258,
|
| 694 |
+
0.25,
|
| 695 |
+
0.245,
|
| 696 |
+
0.239,
|
| 697 |
+
0.241
|
| 698 |
+
]
|
| 699 |
+
}
|
| 700 |
+
}
|