Add measurements/calvin_s0_sr50_paired_fp16_3k_vs_bf16_5k.json
Browse files
measurements/calvin_s0_sr50_paired_fp16_3k_vs_bf16_5k.json
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| 1 |
+
{
|
| 2 |
+
"label_a": "fp16@3000",
|
| 3 |
+
"label_b": "bf16_resume@5000",
|
| 4 |
+
"n_chains": 50,
|
| 5 |
+
"ckpt_a": "/home/askhabaliev_g/checkpoints/vla/calvin_s0/pins/step_3000/last.ckpt",
|
| 6 |
+
"ckpt_step_a": 3000,
|
| 7 |
+
"ckpt_b": "/home/askhabaliev_g/checkpoints/vla/calvin_s0_bf16_5k/latest/last.ckpt",
|
| 8 |
+
"ckpt_step_b": 5000,
|
| 9 |
+
"sr_a": [
|
| 10 |
+
0.64,
|
| 11 |
+
0.32,
|
| 12 |
+
0.04,
|
| 13 |
+
0.02,
|
| 14 |
+
0.02
|
| 15 |
+
],
|
| 16 |
+
"sr_b": [
|
| 17 |
+
0.7,
|
| 18 |
+
0.44,
|
| 19 |
+
0.22,
|
| 20 |
+
0.08,
|
| 21 |
+
0.04
|
| 22 |
+
],
|
| 23 |
+
"avg_len_a": 1.04,
|
| 24 |
+
"avg_len_b": 1.48,
|
| 25 |
+
"delta_avg_len": 0.43999999999999995,
|
| 26 |
+
"delta_avg_len_ci95": [
|
| 27 |
+
0.0,
|
| 28 |
+
0.86
|
| 29 |
+
],
|
| 30 |
+
"delta_sr": [
|
| 31 |
+
0.06,
|
| 32 |
+
0.12,
|
| 33 |
+
0.18,
|
| 34 |
+
0.06,
|
| 35 |
+
0.02
|
| 36 |
+
],
|
| 37 |
+
"delta_sr_ci95": [
|
| 38 |
+
[
|
| 39 |
+
-0.12,
|
| 40 |
+
0.24
|
| 41 |
+
],
|
| 42 |
+
[
|
| 43 |
+
-0.040000000000000036,
|
| 44 |
+
0.28
|
| 45 |
+
],
|
| 46 |
+
[
|
| 47 |
+
0.06,
|
| 48 |
+
0.3
|
| 49 |
+
],
|
| 50 |
+
[
|
| 51 |
+
-0.02,
|
| 52 |
+
0.14
|
| 53 |
+
],
|
| 54 |
+
[
|
| 55 |
+
-0.04,
|
| 56 |
+
0.08
|
| 57 |
+
]
|
| 58 |
+
],
|
| 59 |
+
"sr1_discordant": {
|
| 60 |
+
"a_only": 9,
|
| 61 |
+
"b_only": 12
|
| 62 |
+
},
|
| 63 |
+
"p_delta_avg_len_le_0": 0.0307,
|
| 64 |
+
"n_boot": 10000,
|
| 65 |
+
"bootstrap_seed": 0,
|
| 66 |
+
"chains_improved": 22,
|
| 67 |
+
"chains_worsened": 11,
|
| 68 |
+
"chains_unchanged": 17,
|
| 69 |
+
"frac_delta_nonnegative": 0.78,
|
| 70 |
+
"per_chain_delta": [
|
| 71 |
+
{
|
| 72 |
+
"chain_id": 0,
|
| 73 |
+
"score_a": 0,
|
| 74 |
+
"score_b": 0,
|
| 75 |
+
"delta_score": 0
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
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"chain_id": 1,
|
| 79 |
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"score_a": 1,
|
| 80 |
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"score_b": 1,
|
| 81 |
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"delta_score": 0
|
| 82 |
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},
|
| 83 |
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{
|
| 84 |
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"chain_id": 2,
|
| 85 |
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"score_a": 0,
|
| 86 |
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"score_b": 1,
|
| 87 |
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"delta_score": 1
|
| 88 |
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},
|
| 89 |
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{
|
| 90 |
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"chain_id": 3,
|
| 91 |
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|
| 92 |
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"score_b": 1,
|
| 93 |
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"delta_score": 1
|
| 94 |
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},
|
| 95 |
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{
|
| 96 |
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"chain_id": 4,
|
| 97 |
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"score_a": 2,
|
| 98 |
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|
| 99 |
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|
| 100 |
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},
|
| 101 |
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{
|
| 102 |
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|
| 103 |
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|
| 104 |
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"score_b": 0,
|
| 105 |
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"delta_score": -2
|
| 106 |
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},
|
| 107 |
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{
|
| 108 |
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|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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| 122 |
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| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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| 147 |
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| 148 |
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| 149 |
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| 150 |
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| 151 |
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| 152 |
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| 153 |
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| 154 |
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| 155 |
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|
| 156 |
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| 157 |
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| 158 |
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| 159 |
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| 160 |
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| 161 |
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| 162 |
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| 163 |
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| 164 |
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| 165 |
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| 166 |
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| 167 |
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| 168 |
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| 169 |
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| 170 |
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| 171 |
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| 172 |
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| 173 |
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| 174 |
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| 175 |
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| 178 |
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| 179 |
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| 180 |
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| 185 |
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| 186 |
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| 190 |
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| 191 |
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| 192 |
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| 194 |
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| 195 |
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|
| 196 |
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| 197 |
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|
| 198 |
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|
| 199 |
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| 200 |
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| 201 |
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| 202 |
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| 203 |
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| 207 |
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| 208 |
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},
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| 209 |
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{
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| 210 |
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| 211 |
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| 213 |
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| 214 |
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},
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{
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| 218 |
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| 219 |
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| 220 |
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},
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| 221 |
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{
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| 222 |
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| 223 |
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| 224 |
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| 225 |
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| 226 |
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},
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| 227 |
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{
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| 228 |
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| 229 |
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| 230 |
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| 231 |
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| 232 |
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},
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| 233 |
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{
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| 234 |
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| 235 |
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| 236 |
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| 237 |
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| 238 |
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},
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| 239 |
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{
|
| 240 |
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| 241 |
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| 242 |
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| 243 |
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| 244 |
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},
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| 245 |
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{
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| 246 |
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| 247 |
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| 248 |
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| 249 |
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|
| 250 |
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},
|
| 251 |
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{
|
| 252 |
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| 253 |
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| 254 |
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| 255 |
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|
| 256 |
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},
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| 257 |
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{
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| 261 |
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| 262 |
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},
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| 263 |
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{
|
| 264 |
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| 265 |
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| 266 |
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| 267 |
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|
| 268 |
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},
|
| 269 |
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{
|
| 270 |
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| 271 |
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| 272 |
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|
| 273 |
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|
| 274 |
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},
|
| 275 |
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{
|
| 276 |
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| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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},
|
| 281 |
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{
|
| 282 |
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|
| 283 |
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|
| 284 |
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| 285 |
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|
| 286 |
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},
|
| 287 |
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{
|
| 288 |
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| 289 |
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|
| 290 |
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| 291 |
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|
| 292 |
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},
|
| 293 |
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{
|
| 294 |
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| 295 |
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| 296 |
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|
| 297 |
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|
| 298 |
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},
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| 299 |
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{
|
| 300 |
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| 301 |
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| 302 |
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| 303 |
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|
| 304 |
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},
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| 305 |
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{
|
| 306 |
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| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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},
|
| 311 |
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{
|
| 312 |
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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},
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| 317 |
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{
|
| 318 |
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|
| 319 |
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|
| 320 |
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| 321 |
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| 322 |
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},
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| 323 |
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{
|
| 324 |
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| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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},
|
| 329 |
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{
|
| 330 |
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| 331 |
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|
| 332 |
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|
| 333 |
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|
| 334 |
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},
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| 335 |
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{
|
| 336 |
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| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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},
|
| 341 |
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{
|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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},
|
| 347 |
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{
|
| 348 |
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"chain_id": 46,
|
| 349 |
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|
| 350 |
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| 351 |
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|
| 352 |
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},
|
| 353 |
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{
|
| 354 |
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| 355 |
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|
| 356 |
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| 357 |
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|
| 358 |
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},
|
| 359 |
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{
|
| 360 |
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"chain_id": 48,
|
| 361 |
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|
| 362 |
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|
| 363 |
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|
| 364 |
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},
|
| 365 |
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{
|
| 366 |
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"chain_id": 49,
|
| 367 |
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|
| 368 |
+
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|
| 369 |
+
"delta_score": -2
|
| 370 |
+
}
|
| 371 |
+
],
|
| 372 |
+
"wilson95_a": [
|
| 373 |
+
{
|
| 374 |
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"k": 1,
|
| 375 |
+
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|
| 376 |
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"n": 50,
|
| 377 |
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"p": 0.64,
|
| 378 |
+
"wilson95": [
|
| 379 |
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0.501410168761127,
|
| 380 |
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0.7586125034815325
|
| 381 |
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]
|
| 382 |
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},
|
| 383 |
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{
|
| 384 |
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"k": 2,
|
| 385 |
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|
| 386 |
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"n": 50,
|
| 387 |
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"p": 0.32,
|
| 388 |
+
"wilson95": [
|
| 389 |
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0.20758216260656845,
|
| 390 |
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0.45810297308144077
|
| 391 |
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]
|
| 392 |
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},
|
| 393 |
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{
|
| 394 |
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"k": 3,
|
| 395 |
+
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|
| 396 |
+
"n": 50,
|
| 397 |
+
"p": 0.04,
|
| 398 |
+
"wilson95": [
|
| 399 |
+
0.011038884327619805,
|
| 400 |
+
0.1346009068750702
|
| 401 |
+
]
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"k": 4,
|
| 405 |
+
"successes": 1,
|
| 406 |
+
"n": 50,
|
| 407 |
+
"p": 0.02,
|
| 408 |
+
"wilson95": [
|
| 409 |
+
0.003539259271646236,
|
| 410 |
+
0.10495443589637815
|
| 411 |
+
]
|
| 412 |
+
},
|
| 413 |
+
{
|
| 414 |
+
"k": 5,
|
| 415 |
+
"successes": 1,
|
| 416 |
+
"n": 50,
|
| 417 |
+
"p": 0.02,
|
| 418 |
+
"wilson95": [
|
| 419 |
+
0.003539259271646236,
|
| 420 |
+
0.10495443589637815
|
| 421 |
+
]
|
| 422 |
+
}
|
| 423 |
+
],
|
| 424 |
+
"wilson95_b": [
|
| 425 |
+
{
|
| 426 |
+
"k": 1,
|
| 427 |
+
"successes": 35,
|
| 428 |
+
"n": 50,
|
| 429 |
+
"p": 0.7,
|
| 430 |
+
"wilson95": [
|
| 431 |
+
0.562496495355466,
|
| 432 |
+
0.8089644649911906
|
| 433 |
+
]
|
| 434 |
+
},
|
| 435 |
+
{
|
| 436 |
+
"k": 2,
|
| 437 |
+
"successes": 22,
|
| 438 |
+
"n": 50,
|
| 439 |
+
"p": 0.44,
|
| 440 |
+
"wilson95": [
|
| 441 |
+
0.3116219921125717,
|
| 442 |
+
0.5769397197834315
|
| 443 |
+
]
|
| 444 |
+
},
|
| 445 |
+
{
|
| 446 |
+
"k": 3,
|
| 447 |
+
"successes": 11,
|
| 448 |
+
"n": 50,
|
| 449 |
+
"p": 0.22,
|
| 450 |
+
"wilson95": [
|
| 451 |
+
0.1275391597021442,
|
| 452 |
+
0.3524154958125367
|
| 453 |
+
]
|
| 454 |
+
},
|
| 455 |
+
{
|
| 456 |
+
"k": 4,
|
| 457 |
+
"successes": 4,
|
| 458 |
+
"n": 50,
|
| 459 |
+
"p": 0.08,
|
| 460 |
+
"wilson95": [
|
| 461 |
+
0.03154951408859298,
|
| 462 |
+
0.18838246918342838
|
| 463 |
+
]
|
| 464 |
+
},
|
| 465 |
+
{
|
| 466 |
+
"k": 5,
|
| 467 |
+
"successes": 2,
|
| 468 |
+
"n": 50,
|
| 469 |
+
"p": 0.04,
|
| 470 |
+
"wilson95": [
|
| 471 |
+
0.011038884327619805,
|
| 472 |
+
0.1346009068750702
|
| 473 |
+
]
|
| 474 |
+
}
|
| 475 |
+
],
|
| 476 |
+
"branch_a": "FP16 0-4k, stopped after repeated non-finite forwards. SR-50 is the step-3000 pin.",
|
| 477 |
+
"branch_b": "BF16 resume from the FP16 step-4000 pin to step 5000. Not a continuation of the FP16 curve and not the from-scratch BF16 seed.",
|
| 478 |
+
"verdict": "no significant difference (CI includes 0)"
|
| 479 |
+
}
|