File size: 80,471 Bytes
86cf70c 6202da0 86cf70c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 | <!DOCTYPE html>
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<title>Prometheus v3 Weight Surgery Visualization</title>
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<div class="header">
<h1>PROMETHEUS v3 -- Weight Surgery Map</h1>
<p>
Visualizing the weight-level modifications made by 21 autonomous self-improvement
generations on Mistral-Nemo-12B. Each point represents the L2 norm of the
difference between the modified and vanilla weights for a specific layer and component.
</p>
</div>
<div class="stats-row">
<div class="stat">
<div class="value">21</div>
<div class="label">Accepted Modifications</div>
</div>
<div class="stat">
<div class="value">29</div>
<div class="label">Rejected</div>
</div>
<div class="stat">
<div class="value">40</div>
<div class="label">Transformer Layers</div>
</div>
<div class="stat">
<div class="value">12B</div>
<div class="label">Parameters</div>
</div>
<div class="stat">
<div class="value">4h 53m</div>
<div class="label">Total Runtime</div>
</div>
</div>
<div class="viz-container">
<div class="viz-title">3D Weight Delta Landscape</div>
<div id="scatter3d" class="plot"></div>
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<div class="viz-container">
<div class="viz-title">Surgery Heatmap -- Layer x Component</div>
<div id="heatmap" class="plot"></div>
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<div class="viz-container">
<div class="viz-title">Attention vs MLP Modification by Layer</div>
<div id="comparison" class="plot"></div>
</div>
<div class="footer">
<a href="https://huggingface.co/ApolloRaines/Prometheus-Mistral-Nemo-12B">Model Card</a>
·
Weight surgery powered by <a href="https://jblaze.dev">jBlaze</a>
·
Apollo Raines / SAIQL
</div>
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V<br>L2 delta: 0.3615<br>Max delta: 0.004377<br>Mean |delta|: 1.19e-04<br>Params changed: 98.8%", "Layer 1, O<br>L2 delta: 1.5485<br>Max delta: 0.059021<br>Mean |delta|: 2.08e-04<br>Params changed: 99.2%", "Layer 1, Gate<br>L2 delta: 1.9292<br>Max delta: 0.019318<br>Mean |delta|: 1.64e-04<br>Params changed: 98.7%", "Layer 1, Up<br>L2 delta: 1.6634<br>Max delta: 0.009476<br>Mean |delta|: 1.43e-04<br>Params changed: 98.6%", "Layer 1, Down<br>L2 delta: 2.1178<br>Max delta: 0.107910<br>Mean |delta|: 1.69e-04<br>Params changed: 98.8%", "Layer 2, Q<br>L2 delta: 1.4978<br>Max delta: 0.013458<br>Mean |delta|: 2.39e-04<br>Params changed: 99.0%", "Layer 2, K<br>L2 delta: 0.9091<br>Max delta: 0.015259<br>Mean |delta|: 2.86e-04<br>Params changed: 99.0%", "Layer 2, V<br>L2 delta: 0.4232<br>Max delta: 0.005754<br>Mean |delta|: 1.39e-04<br>Params changed: 98.8%", "Layer 2, O<br>L2 delta: 1.5897<br>Max delta: 0.059967<br>Mean |delta|: 2.20e-04<br>Params changed: 99.2%", "Layer 2, Gate<br>L2 delta: 1.9760<br>Max delta: 0.015045<br>Mean |delta|: 1.69e-04<br>Params changed: 98.7%", "Layer 2, Up<br>L2 delta: 1.6993<br>Max delta: 0.012688<br>Mean |delta|: 1.47e-04<br>Params changed: 98.7%", "Layer 2, Down<br>L2 delta: 2.1672<br>Max delta: 0.263672<br>Mean |delta|: 1.68e-04<br>Params changed: 98.8%", "Layer 3, Q<br>L2 delta: 1.4229<br>Max delta: 0.010632<br>Mean |delta|: 2.28e-04<br>Params changed: 99.0%", "Layer 3, K<br>L2 delta: 0.8602<br>Max delta: 0.011337<br>Mean |delta|: 2.72e-04<br>Params changed: 99.0%", "Layer 3, V<br>L2 delta: 0.4124<br>Max delta: 0.004139<br>Mean |delta|: 1.36e-04<br>Params changed: 98.9%", "Layer 3, O<br>L2 delta: 1.3827<br>Max delta: 0.079620<br>Mean |delta|: 1.90e-04<br>Params changed: 99.1%", "Layer 3, Gate<br>L2 delta: 2.0847<br>Max delta: 0.023180<br>Mean |delta|: 1.79e-04<br>Params changed: 98.8%", "Layer 3, Up<br>L2 delta: 1.6665<br>Max delta: 0.009506<br>Mean |delta|: 1.45e-04<br>Params changed: 98.7%", "Layer 3, Down<br>L2 delta: 2.1625<br>Max delta: 0.127136<br>Mean |delta|: 1.70e-04<br>Params changed: 98.8%", "Layer 4, Q<br>L2 delta: 1.3938<br>Max delta: 0.007318<br>Mean |delta|: 2.24e-04<br>Params changed: 99.0%", "Layer 4, K<br>L2 delta: 0.8315<br>Max delta: 0.009064<br>Mean |delta|: 2.59e-04<br>Params changed: 98.9%", "Layer 4, V<br>L2 delta: 0.4668<br>Max delta: 0.003551<br>Mean |delta|: 1.55e-04<br>Params changed: 99.0%", "Layer 4, O<br>L2 delta: 1.3896<br>Max delta: 0.066895<br>Mean |delta|: 1.96e-04<br>Params changed: 99.1%", "Layer 4, Gate<br>L2 delta: 2.1408<br>Max delta: 0.011398<br>Mean |delta|: 1.84e-04<br>Params changed: 98.8%", "Layer 4, Up<br>L2 delta: 1.7056<br>Max delta: 0.019165<br>Mean |delta|: 1.47e-04<br>Params changed: 98.7%", "Layer 4, Down<br>L2 delta: 2.0838<br>Max delta: 0.096191<br>Mean |delta|: 1.63e-04<br>Params changed: 98.8%", "Layer 5, Q<br>L2 delta: 1.5198<br>Max delta: 0.009945<br>Mean |delta|: 2.39e-04<br>Params changed: 99.0%", "Layer 5, K<br>L2 delta: 0.9674<br>Max delta: 0.010956<br>Mean |delta|: 2.92e-04<br>Params changed: 99.0%", "Layer 5, V<br>L2 delta: 0.4571<br>Max delta: 0.003984<br>Mean |delta|: 1.48e-04<br>Params changed: 98.9%", "Layer 5, O<br>L2 delta: 1.4202<br>Max delta: 0.067627<br>Mean |delta|: 1.94e-04<br>Params changed: 99.1%", "Layer 5, Gate<br>L2 delta: 2.0299<br>Max delta: 0.009583<br>Mean |delta|: 1.75e-04<br>Params changed: 98.7%", "Layer 5, Up<br>L2 delta: 1.6488<br>Max delta: 0.006611<br>Mean |delta|: 1.42e-04<br>Params changed: 98.6%", "Layer 5, Down<br>L2 delta: 2.2838<br>Max delta: 0.129883<br>Mean |delta|: 1.78e-04<br>Params changed: 98.9%", "Layer 6, Q<br>L2 delta: 1.5468<br>Max delta: 0.011215<br>Mean |delta|: 2.46e-04<br>Params changed: 99.0%", "Layer 6, K<br>L2 delta: 0.9985<br>Max delta: 0.012926<br>Mean |delta|: 3.07e-04<br>Params changed: 99.1%", "Layer 6, V<br>L2 delta: 0.4824<br>Max delta: 0.004135<br>Mean |delta|: 1.58e-04<br>Params changed: 99.0%", "Layer 6, O<br>L2 delta: 1.3650<br>Max delta: 0.057861<br>Mean |delta|: 1.98e-04<br>Params changed: 99.2%", "Layer 6, Gate<br>L2 delta: 2.0750<br>Max delta: 0.007912<br>Mean |delta|: 1.79e-04<br>Params changed: 98.8%", "Layer 6, Up<br>L2 delta: 1.6857<br>Max delta: 0.008163<br>Mean |delta|: 1.45e-04<br>Params changed: 98.6%", "Layer 6, Down<br>L2 delta: 2.3589<br>Max delta: 0.094482<br>Mean |delta|: 1.82e-04<br>Params changed: 98.9%", "Layer 7, Q<br>L2 delta: 1.4708<br>Max delta: 0.007959<br>Mean |delta|: 2.34e-04<br>Params changed: 99.0%", "Layer 7, K<br>L2 delta: 0.8457<br>Max delta: 0.009793<br>Mean |delta|: 2.64e-04<br>Params changed: 99.0%", "Layer 7, V<br>L2 delta: 0.5074<br>Max delta: 0.003960<br>Mean |delta|: 1.67e-04<br>Params changed: 99.0%", "Layer 7, O<br>L2 delta: 1.4141<br>Max delta: 0.091064<br>Mean |delta|: 2.06e-04<br>Params changed: 99.1%", "Layer 7, Gate<br>L2 delta: 2.0905<br>Max delta: 0.006948<br>Mean |delta|: 1.81e-04<br>Params changed: 98.8%", "Layer 7, Up<br>L2 delta: 1.7468<br>Max delta: 0.010582<br>Mean |delta|: 1.50e-04<br>Params changed: 98.7%", "Layer 7, Down<br>L2 delta: 2.5273<br>Max delta: 0.113281<br>Mean |delta|: 1.88e-04<br>Params changed: 98.9%", "Layer 8, Q<br>L2 delta: 1.4647<br>Max delta: 0.016121<br>Mean |delta|: 2.31e-04<br>Params changed: 99.0%", "Layer 8, K<br>L2 delta: 0.9872<br>Max delta: 0.016167<br>Mean |delta|: 2.97e-04<br>Params changed: 99.1%", "Layer 8, V<br>L2 delta: 0.5034<br>Max delta: 0.007263<br>Mean |delta|: 1.65e-04<br>Params changed: 99.0%", "Layer 8, O<br>L2 delta: 1.5292<br>Max delta: 0.080261<br>Mean |delta|: 2.11e-04<br>Params changed: 99.2%", "Layer 8, Gate<br>L2 delta: 2.0273<br>Max delta: 0.011272<br>Mean |delta|: 1.75e-04<br>Params changed: 98.8%", "Layer 8, Up<br>L2 delta: 1.7633<br>Max delta: 0.016373<br>Mean |delta|: 1.52e-04<br>Params changed: 98.7%", "Layer 8, Down<br>L2 delta: 2.7452<br>Max delta: 0.129822<br>Mean |delta|: 2.08e-04<br>Params changed: 99.0%", "Layer 9, Q<br>L2 delta: 1.4489<br>Max delta: 0.013519<br>Mean |delta|: 2.27e-04<br>Params changed: 99.0%", "Layer 9, K<br>L2 delta: 0.9050<br>Max delta: 0.017086<br>Mean |delta|: 2.75e-04<br>Params changed: 99.0%", "Layer 9, V<br>L2 delta: 0.5261<br>Max delta: 0.008310<br>Mean |delta|: 1.71e-04<br>Params changed: 99.0%", "Layer 9, O<br>L2 delta: 1.4935<br>Max delta: 0.096527<br>Mean |delta|: 2.17e-04<br>Params changed: 99.1%", "Layer 9, Gate<br>L2 delta: 2.0477<br>Max delta: 0.014027<br>Mean |delta|: 1.75e-04<br>Params changed: 98.8%", "Layer 9, Up<br>L2 delta: 1.8170<br>Max delta: 0.012024<br>Mean |delta|: 1.55e-04<br>Params changed: 98.6%", "Layer 9, Down<br>L2 delta: 2.8545<br>Max delta: 0.241699<br>Mean |delta|: 2.11e-04<br>Params changed: 99.0%", "Layer 10, Q<br>L2 delta: 1.4733<br>Max delta: 0.023376<br>Mean |delta|: 2.29e-04<br>Params changed: 99.0%", "Layer 10, K<br>L2 delta: 1.0231<br>Max delta: 0.026505<br>Mean |delta|: 3.01e-04<br>Params changed: 99.1%", "Layer 10, V<br>L2 delta: 0.5357<br>Max delta: 0.009327<br>Mean |delta|: 1.74e-04<br>Params changed: 99.0%", "Layer 10, O<br>L2 delta: 1.6637<br>Max delta: 0.083618<br>Mean |delta|: 2.35e-04<br>Params changed: 99.2%", "Layer 10, Gate<br>L2 delta: 2.0580<br>Max delta: 0.020325<br>Mean |delta|: 1.75e-04<br>Params changed: 98.8%", "Layer 10, Up<br>L2 delta: 1.8804<br>Max delta: 0.018486<br>Mean |delta|: 1.59e-04<br>Params changed: 98.7%", "Layer 10, Down<br>L2 delta: 3.1365<br>Max delta: 0.120911<br>Mean |delta|: 2.40e-04<br>Params changed: 99.1%", "Layer 11, Q<br>L2 delta: 1.3973<br>Max delta: 0.017365<br>Mean |delta|: 2.19e-04<br>Params changed: 99.0%", "Layer 11, K<br>L2 delta: 0.9677<br>Max delta: 0.022156<br>Mean |delta|: 2.90e-04<br>Params changed: 99.1%", "Layer 11, V<br>L2 delta: 0.5065<br>Max delta: 0.006420<br>Mean |delta|: 1.66e-04<br>Params changed: 99.0%", "Layer 11, O<br>L2 delta: 1.7715<br>Max delta: 0.081970<br>Mean |delta|: 2.29e-04<br>Params changed: 99.2%", "Layer 11, Gate<br>L2 delta: 2.0211<br>Max delta: 0.012061<br>Mean |delta|: 1.73e-04<br>Params changed: 98.8%", "Layer 11, Up<br>L2 delta: 1.8034<br>Max delta: 0.039495<br>Mean |delta|: 1.53e-04<br>Params changed: 98.6%", "Layer 11, Down<br>L2 delta: 2.9640<br>Max delta: 0.144897<br>Mean |delta|: 2.14e-04<br>Params changed: 99.0%", "Layer 12, Q<br>L2 delta: 1.3098<br>Max delta: 0.013367<br>Mean |delta|: 2.09e-04<br>Params changed: 99.0%", "Layer 12, K<br>L2 delta: 0.9044<br>Max delta: 0.018936<br>Mean |delta|: 2.80e-04<br>Params changed: 99.1%", "Layer 12, V<br>L2 delta: 0.5395<br>Max delta: 0.008468<br>Mean |delta|: 1.74e-04<br>Params changed: 99.0%", "Layer 12, O<br>L2 delta: 1.8216<br>Max delta: 0.048157<br>Mean |delta|: 2.54e-04<br>Params changed: 99.2%", "Layer 12, Gate<br>L2 delta: 1.9978<br>Max delta: 0.015823<br>Mean |delta|: 1.70e-04<br>Params changed: 98.8%", "Layer 12, Up<br>L2 delta: 1.8139<br>Max delta: 0.014000<br>Mean |delta|: 1.55e-04<br>Params changed: 98.6%", "Layer 12, Down<br>L2 delta: 3.0332<br>Max delta: 0.123352<br>Mean |delta|: 2.28e-04<br>Params changed: 99.1%", "Layer 13, Q<br>L2 delta: 1.3343<br>Max delta: 0.013474<br>Mean |delta|: 2.12e-04<br>Params changed: 99.0%", "Layer 13, K<br>L2 delta: 0.9443<br>Max delta: 0.015976<br>Mean |delta|: 2.87e-04<br>Params changed: 99.1%", "Layer 13, V<br>L2 delta: 0.5113<br>Max delta: 0.006628<br>Mean |delta|: 1.68e-04<br>Params changed: 99.0%", "Layer 13, O<br>L2 delta: 1.9502<br>Max delta: 0.091797<br>Mean |delta|: 2.45e-04<br>Params changed: 99.2%", "Layer 13, Gate<br>L2 delta: 2.0568<br>Max delta: 0.016052<br>Mean |delta|: 1.76e-04<br>Params changed: 98.8%", "Layer 13, Up<br>L2 delta: 1.8600<br>Max delta: 0.014744<br>Mean |delta|: 1.59e-04<br>Params changed: 98.7%", "Layer 13, Down<br>L2 delta: 3.0323<br>Max delta: 0.148926<br>Mean |delta|: 2.25e-04<br>Params changed: 99.1%", "Layer 14, Q<br>L2 delta: 1.2934<br>Max delta: 0.011929<br>Mean |delta|: 2.03e-04<br>Params changed: 99.0%", "Layer 14, K<br>L2 delta: 0.8973<br>Max delta: 0.015442<br>Mean |delta|: 2.70e-04<br>Params changed: 99.0%", "Layer 14, V<br>L2 delta: 0.5039<br>Max delta: 0.009453<br>Mean |delta|: 1.65e-04<br>Params changed: 99.0%", "Layer 14, O<br>L2 delta: 2.1654<br>Max delta: 0.086914<br>Mean |delta|: 2.52e-04<br>Params changed: 99.2%", "Layer 14, Gate<br>L2 delta: 1.9283<br>Max delta: 0.010485<br>Mean |delta|: 1.66e-04<br>Params changed: 98.8%", "Layer 14, Up<br>L2 delta: 1.8478<br>Max delta: 0.015793<br>Mean |delta|: 1.59e-04<br>Params changed: 98.7%", "Layer 14, Down<br>L2 delta: 3.0968<br>Max delta: 0.120605<br>Mean |delta|: 2.30e-04<br>Params changed: 99.1%", "Layer 15, Q<br>L2 delta: 1.3770<br>Max delta: 0.015381<br>Mean |delta|: 2.16e-04<br>Params changed: 99.0%", "Layer 15, K<br>L2 delta: 1.0153<br>Max delta: 0.019684<br>Mean |delta|: 3.08e-04<br>Params changed: 99.1%", "Layer 15, V<br>L2 delta: 0.5032<br>Max delta: 0.006783<br>Mean |delta|: 1.65e-04<br>Params changed: 99.0%", "Layer 15, O<br>L2 delta: 1.8028<br>Max delta: 0.078156<br>Mean |delta|: 2.45e-04<br>Params changed: 99.2%", "Layer 15, Gate<br>L2 delta: 1.8473<br>Max delta: 0.021866<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 15, Up<br>L2 delta: 1.8502<br>Max delta: 0.016714<br>Mean |delta|: 1.58e-04<br>Params changed: 98.6%", "Layer 15, Down<br>L2 delta: 2.9558<br>Max delta: 0.110443<br>Mean |delta|: 2.28e-04<br>Params changed: 99.1%", "Layer 16, Q<br>L2 delta: 1.4063<br>Max delta: 0.014374<br>Mean |delta|: 2.22e-04<br>Params changed: 99.0%", "Layer 16, K<br>L2 delta: 0.8804<br>Max delta: 0.017960<br>Mean |delta|: 2.73e-04<br>Params changed: 99.1%", "Layer 16, V<br>L2 delta: 0.5038<br>Max delta: 0.006466<br>Mean |delta|: 1.66e-04<br>Params changed: 99.0%", "Layer 16, O<br>L2 delta: 1.6375<br>Max delta: 0.086159<br>Mean |delta|: 2.35e-04<br>Params changed: 99.2%", "Layer 16, Gate<br>L2 delta: 1.8538<br>Max delta: 0.014729<br>Mean |delta|: 1.57e-04<br>Params changed: 98.8%", "Layer 16, Up<br>L2 delta: 1.8553<br>Max delta: 0.019404<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 16, Down<br>L2 delta: 2.9613<br>Max delta: 0.108704<br>Mean |delta|: 2.29e-04<br>Params changed: 99.1%", "Layer 17, Q<br>L2 delta: 1.3131<br>Max delta: 0.011971<br>Mean |delta|: 2.07e-04<br>Params changed: 99.0%", "Layer 17, K<br>L2 delta: 0.8208<br>Max delta: 0.016754<br>Mean |delta|: 2.51e-04<br>Params changed: 99.0%", "Layer 17, V<br>L2 delta: 0.5888<br>Max delta: 0.009823<br>Mean |delta|: 1.90e-04<br>Params changed: 99.0%", "Layer 17, O<br>L2 delta: 1.8631<br>Max delta: 0.104492<br>Mean |delta|: 2.53e-04<br>Params changed: 99.2%", "Layer 17, Gate<br>L2 delta: 1.9257<br>Max delta: 0.018021<br>Mean |delta|: 1.63e-04<br>Params changed: 98.8%", "Layer 17, Up<br>L2 delta: 1.9299<br>Max delta: 0.012573<br>Mean |delta|: 1.64e-04<br>Params changed: 98.7%", "Layer 17, Down<br>L2 delta: 2.8927<br>Max delta: 0.130371<br>Mean |delta|: 2.21e-04<br>Params changed: 99.0%", "Layer 18, Q<br>L2 delta: 1.3520<br>Max delta: 0.010635<br>Mean |delta|: 2.11e-04<br>Params changed: 99.0%", "Layer 18, K<br>L2 delta: 0.7707<br>Max delta: 0.012314<br>Mean |delta|: 2.38e-04<br>Params changed: 99.0%", "Layer 18, V<br>L2 delta: 0.5149<br>Max delta: 0.006655<br>Mean |delta|: 1.65e-04<br>Params changed: 98.9%", "Layer 18, O<br>L2 delta: 1.8836<br>Max delta: 0.096924<br>Mean |delta|: 2.50e-04<br>Params changed: 99.2%", "Layer 18, Gate<br>L2 delta: 1.9900<br>Max delta: 0.020866<br>Mean |delta|: 1.67e-04<br>Params changed: 98.8%", "Layer 18, Up<br>L2 delta: 1.9909<br>Max delta: 0.022469<br>Mean |delta|: 1.67e-04<br>Params changed: 98.7%", "Layer 18, Down<br>L2 delta: 2.8094<br>Max delta: 0.148438<br>Mean |delta|: 2.11e-04<br>Params changed: 99.0%", "Layer 19, Q<br>L2 delta: 1.2726<br>Max delta: 0.008674<br>Mean |delta|: 1.98e-04<br>Params changed: 98.9%", "Layer 19, K<br>L2 delta: 0.6348<br>Max delta: 0.007217<br>Mean |delta|: 2.00e-04<br>Params changed: 98.9%", "Layer 19, V<br>L2 delta: 0.4803<br>Max delta: 0.004360<br>Mean |delta|: 1.58e-04<br>Params changed: 98.8%", "Layer 19, O<br>L2 delta: 2.2237<br>Max delta: 0.103516<br>Mean |delta|: 2.66e-04<br>Params changed: 99.2%", "Layer 19, Gate<br>L2 delta: 1.9586<br>Max delta: 0.016045<br>Mean |delta|: 1.65e-04<br>Params changed: 98.8%", "Layer 19, Up<br>L2 delta: 1.9399<br>Max delta: 0.036194<br>Mean |delta|: 1.64e-04<br>Params changed: 98.7%", "Layer 19, Down<br>L2 delta: 2.6327<br>Max delta: 0.171875<br>Mean |delta|: 2.02e-04<br>Params changed: 99.0%", "Layer 20, Q<br>L2 delta: 1.2074<br>Max delta: 0.008183<br>Mean |delta|: 1.93e-04<br>Params changed: 98.9%", "Layer 20, K<br>L2 delta: 0.7184<br>Max delta: 0.009155<br>Mean |delta|: 2.25e-04<br>Params changed: 98.9%", "Layer 20, V<br>L2 delta: 0.5000<br>Max delta: 0.004265<br>Mean |delta|: 1.64e-04<br>Params changed: 98.9%", "Layer 20, O<br>L2 delta: 2.1344<br>Max delta: 0.094238<br>Mean |delta|: 2.58e-04<br>Params changed: 99.2%", "Layer 20, Gate<br>L2 delta: 1.9177<br>Max delta: 0.014115<br>Mean |delta|: 1.62e-04<br>Params changed: 98.7%", "Layer 20, Up<br>L2 delta: 1.8514<br>Max delta: 0.014208<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 20, Down<br>L2 delta: 2.5519<br>Max delta: 0.146973<br>Mean |delta|: 1.98e-04<br>Params changed: 99.0%", "Layer 21, Q<br>L2 delta: 1.2028<br>Max delta: 0.007234<br>Mean |delta|: 1.94e-04<br>Params changed: 98.9%", "Layer 21, K<br>L2 delta: 0.7388<br>Max delta: 0.008240<br>Mean |delta|: 2.33e-04<br>Params changed: 99.0%", "Layer 21, V<br>L2 delta: 0.5448<br>Max delta: 0.004910<br>Mean |delta|: 1.78e-04<br>Params changed: 99.0%", "Layer 21, O<br>L2 delta: 2.0988<br>Max delta: 0.156250<br>Mean |delta|: 2.53e-04<br>Params changed: 99.2%", "Layer 21, Gate<br>L2 delta: 1.8916<br>Max delta: 0.014664<br>Mean |delta|: 1.61e-04<br>Params changed: 98.7%", "Layer 21, Up<br>L2 delta: 1.8056<br>Max delta: 0.007614<br>Mean |delta|: 1.55e-04<br>Params changed: 98.7%", "Layer 21, Down<br>L2 delta: 2.4534<br>Max delta: 0.163574<br>Mean |delta|: 1.93e-04<br>Params changed: 99.0%", "Layer 22, Q<br>L2 delta: 1.1658<br>Max delta: 0.008984<br>Mean |delta|: 1.89e-04<br>Params changed: 98.9%", "Layer 22, K<br>L2 delta: 0.6920<br>Max delta: 0.007479<br>Mean |delta|: 2.21e-04<br>Params changed: 98.9%", "Layer 22, V<br>L2 delta: 0.5760<br>Max delta: 0.005486<br>Mean |delta|: 1.86e-04<br>Params changed: 98.9%", "Layer 22, O<br>L2 delta: 2.1245<br>Max delta: 0.130859<br>Mean |delta|: 2.63e-04<br>Params changed: 99.2%", "Layer 22, Gate<br>L2 delta: 1.8307<br>Max delta: 0.013399<br>Mean |delta|: 1.57e-04<br>Params changed: 98.7%", "Layer 22, Up<br>L2 delta: 1.7466<br>Max delta: 0.009415<br>Mean |delta|: 1.50e-04<br>Params changed: 98.6%", "Layer 22, Down<br>L2 delta: 2.4955<br>Max delta: 0.140625<br>Mean |delta|: 1.96e-04<br>Params changed: 99.0%", "Layer 23, Q<br>L2 delta: 1.1900<br>Max delta: 0.009493<br>Mean |delta|: 1.91e-04<br>Params changed: 98.9%", "Layer 23, K<br>L2 delta: 0.6704<br>Max delta: 0.009338<br>Mean |delta|: 2.14e-04<br>Params changed: 98.9%", "Layer 23, V<br>L2 delta: 0.5596<br>Max delta: 0.006138<br>Mean |delta|: 1.83e-04<br>Params changed: 98.9%", "Layer 23, O<br>L2 delta: 2.1052<br>Max delta: 0.139160<br>Mean |delta|: 2.70e-04<br>Params changed: 99.2%", "Layer 23, Gate<br>L2 delta: 1.8312<br>Max delta: 0.012695<br>Mean |delta|: 1.57e-04<br>Params changed: 98.7%", "Layer 23, Up<br>L2 delta: 1.7440<br>Max delta: 0.008339<br>Mean |delta|: 1.51e-04<br>Params changed: 98.6%", "Layer 23, Down<br>L2 delta: 2.5213<br>Max delta: 0.115723<br>Mean |delta|: 1.99e-04<br>Params changed: 99.0%", "Layer 24, Q<br>L2 delta: 1.1538<br>Max delta: 0.012451<br>Mean |delta|: 1.85e-04<br>Params changed: 98.9%", "Layer 24, K<br>L2 delta: 0.7100<br>Max delta: 0.011642<br>Mean |delta|: 2.26e-04<br>Params changed: 99.0%", "Layer 24, V<br>L2 delta: 0.5623<br>Max delta: 0.008865<br>Mean |delta|: 1.85e-04<br>Params changed: 98.9%", "Layer 24, O<br>L2 delta: 2.3661<br>Max delta: 0.081268<br>Mean |delta|: 2.93e-04<br>Params changed: 99.2%", "Layer 24, Gate<br>L2 delta: 1.8216<br>Max delta: 0.020058<br>Mean |delta|: 1.55e-04<br>Params changed: 98.7%", "Layer 24, Up<br>L2 delta: 1.7120<br>Max delta: 0.009140<br>Mean |delta|: 1.48e-04<br>Params changed: 98.6%", "Layer 24, Down<br>L2 delta: 2.3798<br>Max delta: 0.102905<br>Mean |delta|: 1.92e-04<br>Params changed: 99.0%", "Layer 25, Q<br>L2 delta: 1.1560<br>Max delta: 0.015198<br>Mean |delta|: 1.86e-04<br>Params changed: 98.9%", "Layer 25, K<br>L2 delta: 0.6591<br>Max delta: 0.012085<br>Mean |delta|: 2.11e-04<br>Params changed: 98.9%", "Layer 25, V<br>L2 delta: 0.4925<br>Max delta: 0.007561<br>Mean |delta|: 1.63e-04<br>Params changed: 98.8%", "Layer 25, O<br>L2 delta: 2.1625<br>Max delta: 0.058136<br>Mean |delta|: 2.68e-04<br>Params changed: 99.2%", "Layer 25, Gate<br>L2 delta: 1.8576<br>Max delta: 0.024048<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 25, Up<br>L2 delta: 1.7142<br>Max delta: 0.024780<br>Mean |delta|: 1.48e-04<br>Params changed: 98.6%", "Layer 25, Down<br>L2 delta: 2.4007<br>Max delta: 0.093689<br>Mean |delta|: 1.93e-04<br>Params changed: 99.0%", "Layer 26, Q<br>L2 delta: 1.1446<br>Max delta: 0.014809<br>Mean |delta|: 1.85e-04<br>Params changed: 98.9%", "Layer 26, K<br>L2 delta: 0.6138<br>Max delta: 0.015961<br>Mean |delta|: 1.97e-04<br>Params changed: 98.9%", "Layer 26, V<br>L2 delta: 0.5075<br>Max delta: 0.006569<br>Mean |delta|: 1.67e-04<br>Params changed: 98.8%", "Layer 26, O<br>L2 delta: 1.6328<br>Max delta: 0.124908<br>Mean |delta|: 2.42e-04<br>Params changed: 99.2%", "Layer 26, Gate<br>L2 delta: 1.8195<br>Max delta: 0.018929<br>Mean |delta|: 1.55e-04<br>Params changed: 98.7%", "Layer 26, Up<br>L2 delta: 1.6837<br>Max delta: 0.009720<br>Mean |delta|: 1.46e-04<br>Params changed: 98.6%", "Layer 26, Down<br>L2 delta: 2.3144<br>Max delta: 0.086060<br>Mean |delta|: 1.91e-04<br>Params changed: 99.0%", "Layer 27, Q<br>L2 delta: 1.1058<br>Max delta: 0.014999<br>Mean |delta|: 1.80e-04<br>Params changed: 98.9%", "Layer 27, K<br>L2 delta: 0.6130<br>Max delta: 0.016907<br>Mean |delta|: 1.97e-04<br>Params changed: 98.9%", "Layer 27, V<br>L2 delta: 0.5484<br>Max delta: 0.007290<br>Mean |delta|: 1.81e-04<br>Params changed: 98.8%", "Layer 27, O<br>L2 delta: 1.6174<br>Max delta: 0.045944<br>Mean |delta|: 2.44e-04<br>Params changed: 99.2%", "Layer 27, Gate<br>L2 delta: 1.8609<br>Max delta: 0.040527<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 27, Up<br>L2 delta: 1.6998<br>Max delta: 0.072510<br>Mean |delta|: 1.46e-04<br>Params changed: 98.6%", "Layer 27, Down<br>L2 delta: 2.2818<br>Max delta: 0.075928<br>Mean |delta|: 1.89e-04<br>Params changed: 99.0%", "Layer 28, Q<br>L2 delta: 1.1213<br>Max delta: 0.012373<br>Mean |delta|: 1.81e-04<br>Params changed: 98.9%", "Layer 28, K<br>L2 delta: 0.6073<br>Max delta: 0.012115<br>Mean |delta|: 1.96e-04<br>Params changed: 98.9%", "Layer 28, V<br>L2 delta: 0.5703<br>Max delta: 0.008099<br>Mean |delta|: 1.85e-04<br>Params changed: 98.9%", "Layer 28, O<br>L2 delta: 2.1729<br>Max delta: 0.085327<br>Mean |delta|: 2.91e-04<br>Params changed: 99.3%", "Layer 28, Gate<br>L2 delta: 1.8203<br>Max delta: 0.016663<br>Mean |delta|: 1.56e-04<br>Params changed: 98.6%", "Layer 28, Up<br>L2 delta: 1.6968<br>Max delta: 0.013397<br>Mean |delta|: 1.47e-04<br>Params changed: 98.6%", "Layer 28, Down<br>L2 delta: 2.2936<br>Max delta: 0.073181<br>Mean |delta|: 1.89e-04<br>Params changed: 99.0%", "Layer 29, Q<br>L2 delta: 1.0963<br>Max delta: 0.015930<br>Mean |delta|: 1.78e-04<br>Params changed: 98.9%", "Layer 29, K<br>L2 delta: 0.5916<br>Max delta: 0.014816<br>Mean |delta|: 1.89e-04<br>Params changed: 98.9%", "Layer 29, V<br>L2 delta: 0.5854<br>Max delta: 0.008751<br>Mean |delta|: 1.93e-04<br>Params changed: 98.8%", "Layer 29, O<br>L2 delta: 2.4042<br>Max delta: 0.056335<br>Mean |delta|: 3.08e-04<br>Params changed: 99.2%", "Layer 29, Gate<br>L2 delta: 1.8404<br>Max delta: 0.039185<br>Mean |delta|: 1.57e-04<br>Params changed: 98.7%", "Layer 29, Up<br>L2 delta: 1.6817<br>Max delta: 0.022125<br>Mean |delta|: 1.46e-04<br>Params changed: 98.6%", "Layer 29, Down<br>L2 delta: 2.3300<br>Max delta: 0.083130<br>Mean |delta|: 1.90e-04<br>Params changed: 99.0%", "Layer 30, Q<br>L2 delta: 1.1072<br>Max delta: 0.019043<br>Mean |delta|: 1.80e-04<br>Params changed: 98.9%", "Layer 30, K<br>L2 delta: 0.5900<br>Max delta: 0.016144<br>Mean |delta|: 1.91e-04<br>Params changed: 98.9%", "Layer 30, V<br>L2 delta: 0.5778<br>Max delta: 0.008257<br>Mean |delta|: 1.90e-04<br>Params changed: 98.8%", "Layer 30, O<br>L2 delta: 2.0314<br>Max delta: 0.104736<br>Mean |delta|: 2.80e-04<br>Params changed: 99.2%", "Layer 30, Gate<br>L2 delta: 1.8479<br>Max delta: 0.026489<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 30, Up<br>L2 delta: 1.6912<br>Max delta: 0.025818<br>Mean |delta|: 1.46e-04<br>Params changed: 98.6%", "Layer 30, Down<br>L2 delta: 2.3130<br>Max delta: 0.066406<br>Mean |delta|: 1.91e-04<br>Params changed: 99.0%", "Layer 31, Q<br>L2 delta: 1.0840<br>Max delta: 0.014709<br>Mean |delta|: 1.76e-04<br>Params changed: 98.9%", "Layer 31, K<br>L2 delta: 0.6301<br>Max delta: 0.015198<br>Mean |delta|: 1.98e-04<br>Params changed: 98.9%", "Layer 31, V<br>L2 delta: 0.6294<br>Max delta: 0.010365<br>Mean |delta|: 2.05e-04<br>Params changed: 98.9%", "Layer 31, O<br>L2 delta: 1.7912<br>Max delta: 0.041443<br>Mean |delta|: 2.70e-04<br>Params changed: 99.2%", "Layer 31, Gate<br>L2 delta: 1.7913<br>Max delta: 0.021118<br>Mean |delta|: 1.53e-04<br>Params changed: 98.6%", "Layer 31, Up<br>L2 delta: 1.6879<br>Max delta: 0.015320<br>Mean |delta|: 1.46e-04<br>Params changed: 98.6%", "Layer 31, Down<br>L2 delta: 2.3308<br>Max delta: 0.088135<br>Mean |delta|: 1.91e-04<br>Params changed: 99.0%", "Layer 32, Q<br>L2 delta: 1.0875<br>Max delta: 0.013062<br>Mean |delta|: 1.77e-04<br>Params changed: 98.9%", "Layer 32, K<br>L2 delta: 0.5527<br>Max delta: 0.012253<br>Mean |delta|: 1.78e-04<br>Params changed: 98.9%", "Layer 32, V<br>L2 delta: 0.6265<br>Max delta: 0.008652<br>Mean |delta|: 2.07e-04<br>Params changed: 98.8%", "Layer 32, O<br>L2 delta: 1.9566<br>Max delta: 0.109619<br>Mean |delta|: 2.76e-04<br>Params changed: 99.2%", "Layer 32, Gate<br>L2 delta: 1.7691<br>Max delta: 0.021484<br>Mean |delta|: 1.52e-04<br>Params changed: 98.6%", "Layer 32, Up<br>L2 delta: 1.7024<br>Max delta: 0.012142<br>Mean |delta|: 1.48e-04<br>Params changed: 98.6%", "Layer 32, Down<br>L2 delta: 2.3475<br>Max delta: 0.075928<br>Mean |delta|: 1.93e-04<br>Params changed: 99.0%", "Layer 33, Q<br>L2 delta: 1.0536<br>Max delta: 0.009979<br>Mean |delta|: 1.71e-04<br>Params changed: 98.9%", "Layer 33, K<br>L2 delta: 0.5687<br>Max delta: 0.010864<br>Mean |delta|: 1.84e-04<br>Params changed: 98.9%", "Layer 33, V<br>L2 delta: 0.6545<br>Max delta: 0.008801<br>Mean |delta|: 2.15e-04<br>Params changed: 98.9%", "Layer 33, O<br>L2 delta: 1.8493<br>Max delta: 0.045227<br>Mean |delta|: 2.81e-04<br>Params changed: 99.3%", "Layer 33, Gate<br>L2 delta: 1.7667<br>Max delta: 0.013428<br>Mean |delta|: 1.52e-04<br>Params changed: 98.6%", "Layer 33, Up<br>L2 delta: 1.7277<br>Max delta: 0.010025<br>Mean |delta|: 1.50e-04<br>Params changed: 98.6%", "Layer 33, Down<br>L2 delta: 2.3305<br>Max delta: 0.072754<br>Mean |delta|: 1.94e-04<br>Params changed: 99.0%", "Layer 34, Q<br>L2 delta: 1.0416<br>Max delta: 0.012161<br>Mean |delta|: 1.69e-04<br>Params changed: 98.9%", "Layer 34, K<br>L2 delta: 0.5027<br>Max delta: 0.010864<br>Mean |delta|: 1.62e-04<br>Params changed: 98.9%", "Layer 34, V<br>L2 delta: 0.7523<br>Max delta: 0.010307<br>Mean |delta|: 2.46e-04<br>Params changed: 98.8%", "Layer 34, O<br>L2 delta: 2.7517<br>Max delta: 0.130722<br>Mean |delta|: 3.49e-04<br>Params changed: 99.2%", "Layer 34, Gate<br>L2 delta: 1.7624<br>Max delta: 0.011709<br>Mean |delta|: 1.52e-04<br>Params changed: 98.6%", "Layer 34, Up<br>L2 delta: 1.7469<br>Max delta: 0.014324<br>Mean |delta|: 1.52e-04<br>Params changed: 98.6%", "Layer 34, Down<br>L2 delta: 2.4442<br>Max delta: 0.093018<br>Mean |delta|: 1.99e-04<br>Params changed: 99.0%", "Layer 35, Q<br>L2 delta: 1.0417<br>Max delta: 0.009430<br>Mean |delta|: 1.71e-04<br>Params changed: 98.9%", "Layer 35, K<br>L2 delta: 0.5428<br>Max delta: 0.010498<br>Mean |delta|: 1.77e-04<br>Params changed: 98.9%", "Layer 35, V<br>L2 delta: 0.7372<br>Max delta: 0.012100<br>Mean |delta|: 2.44e-04<br>Params changed: 98.9%", "Layer 35, O<br>L2 delta: 2.2932<br>Max delta: 0.110840<br>Mean |delta|: 3.22e-04<br>Params changed: 99.2%", "Layer 35, Gate<br>L2 delta: 1.8061<br>Max delta: 0.015991<br>Mean |delta|: 1.56e-04<br>Params changed: 98.7%", "Layer 35, Up<br>L2 delta: 1.7886<br>Max delta: 0.012848<br>Mean |delta|: 1.56e-04<br>Params changed: 98.7%", "Layer 35, Down<br>L2 delta: 2.4242<br>Max delta: 0.099854<br>Mean |delta|: 1.98e-04<br>Params changed: 99.0%", "Layer 36, Q<br>L2 delta: 1.0253<br>Max delta: 0.006449<br>Mean |delta|: 1.69e-04<br>Params changed: 99.0%", "Layer 36, K<br>L2 delta: 0.4972<br>Max delta: 0.005835<br>Mean |delta|: 1.62e-04<br>Params changed: 98.9%", "Layer 36, V<br>L2 delta: 0.8161<br>Max delta: 0.010948<br>Mean |delta|: 2.66e-04<br>Params changed: 98.9%", "Layer 36, O<br>L2 delta: 2.4558<br>Max delta: 0.105713<br>Mean |delta|: 3.25e-04<br>Params changed: 99.3%", "Layer 36, Gate<br>L2 delta: 1.7832<br>Max delta: 0.011124<br>Mean |delta|: 1.55e-04<br>Params changed: 98.7%", "Layer 36, Up<br>L2 delta: 1.8291<br>Max delta: 0.008181<br>Mean |delta|: 1.60e-04<br>Params changed: 98.7%", "Layer 36, Down<br>L2 delta: 2.5973<br>Max delta: 0.129883<br>Mean |delta|: 2.01e-04<br>Params changed: 99.0%", "Layer 37, Q<br>L2 delta: 0.9502<br>Max delta: 0.008965<br>Mean |delta|: 1.56e-04<br>Params changed: 98.9%", "Layer 37, K<br>L2 delta: 0.4706<br>Max delta: 0.013794<br>Mean |delta|: 1.54e-04<br>Params changed: 98.9%", "Layer 37, V<br>L2 delta: 0.8536<br>Max delta: 0.013031<br>Mean |delta|: 2.81e-04<br>Params changed: 98.9%", "Layer 37, O<br>L2 delta: 2.2543<br>Max delta: 0.090088<br>Mean |delta|: 3.36e-04<br>Params changed: 99.3%", "Layer 37, Gate<br>L2 delta: 1.7892<br>Max delta: 0.016931<br>Mean |delta|: 1.54e-04<br>Params changed: 98.6%", "Layer 37, Up<br>L2 delta: 1.8235<br>Max delta: 0.010821<br>Mean |delta|: 1.59e-04<br>Params changed: 98.7%", "Layer 37, Down<br>L2 delta: 2.4868<br>Max delta: 0.167969<br>Mean |delta|: 1.97e-04<br>Params changed: 99.0%", "Layer 38, Q<br>L2 delta: 1.0022<br>Max delta: 0.009766<br>Mean |delta|: 1.64e-04<br>Params changed: 99.0%", "Layer 38, K<br>L2 delta: 0.4918<br>Max delta: 0.011475<br>Mean |delta|: 1.60e-04<br>Params changed: 99.0%", "Layer 38, V<br>L2 delta: 0.8497<br>Max delta: 0.012917<br>Mean |delta|: 2.76e-04<br>Params changed: 98.8%", "Layer 38, O<br>L2 delta: 2.3289<br>Max delta: 0.037842<br>Mean |delta|: 3.53e-04<br>Params changed: 99.3%", "Layer 38, Gate<br>L2 delta: 1.8884<br>Max delta: 0.016571<br>Mean |delta|: 1.62e-04<br>Params changed: 98.7%", "Layer 38, Up<br>L2 delta: 1.8872<br>Max delta: 0.019199<br>Mean |delta|: 1.64e-04<br>Params changed: 98.7%", "Layer 38, Down<br>L2 delta: 2.5401<br>Max delta: 0.144043<br>Mean |delta|: 2.08e-04<br>Params changed: 99.1%", "Layer 39, Q<br>L2 delta: 0.9994<br>Max delta: 0.007424<br>Mean |delta|: 1.63e-04<br>Params changed: 98.9%", "Layer 39, K<br>L2 delta: 0.5048<br>Max delta: 0.006237<br>Mean |delta|: 1.66e-04<br>Params changed: 98.9%", "Layer 39, V<br>L2 delta: 0.7747<br>Max delta: 0.009590<br>Mean |delta|: 2.55e-04<br>Params changed: 98.9%", "Layer 39, O<br>L2 delta: 3.7090<br>Max delta: 0.227539<br>Mean |delta|: 4.22e-04<br>Params changed: 99.5%", "Layer 39, Gate<br>L2 delta: 1.8010<br>Max delta: 0.011200<br>Mean |delta|: 1.54e-04<br>Params changed: 98.5%", "Layer 39, Up<br>L2 delta: 1.7793<br>Max delta: 0.011375<br>Mean |delta|: 1.53e-04<br>Params changed: 98.6%", "Layer 39, Down<br>L2 delta: 2.9014<br>Max delta: 0.061523<br>Mean |delta|: 2.30e-04<br>Params changed: 99.1%"],
hoverinfo: 'text',
marker: {
size: [20, 20, 9.51408, 20, 20, 20, 20, 20, 20, 10.84515, 20, 20, 20, 20, 20, 20, 12.69678, 20, 20, 20, 20, 20, 20, 12.37074, 20, 20, 20, 20, 20, 20, 14.00382, 20, 20, 20, 20, 20, 20, 13.712159999999999, 20, 20, 20, 20, 20, 20, 14.47293, 20, 20, 20, 20, 20, 20, 15.22065, 20, 20, 20, 20, 20, 20, 15.100710000000001, 20, 20, 20, 20, 20, 20, 15.781740000000001, 20, 20, 20, 20, 20, 20, 16.07037, 20, 20, 20, 20, 20, 20, 15.195809999999998, 20, 20, 20, 20, 20, 20, 16.186320000000002, 20, 20, 20, 20, 20, 20, 15.339899999999998, 20, 20, 20, 20, 20, 20, 15.116489999999999, 20, 20, 20, 20, 20, 20, 15.09711, 20, 20, 20, 20, 20, 20, 15.11466, 20, 20, 20, 20, 20, 20, 17.66415, 20, 20, 20, 20, 20, 20, 15.446729999999999, 20, 20, 20, 20, 20, 19.043400000000002, 14.40801, 20, 20, 20, 20, 20, 20, 15.0012, 20, 20, 20, 20, 20, 20, 16.34319, 20, 20, 20, 20, 20, 20, 17.28132, 20, 20, 20, 20, 20, 20, 16.788300000000003, 20, 20, 20, 20, 20, 20, 16.869989999999998, 20, 20, 20, 20, 20, 19.77336, 14.774189999999999, 20, 20, 20, 20, 20, 18.41352, 15.22377, 20, 20, 20, 20, 20, 18.3906, 16.45191, 20, 20, 20, 20, 20, 18.21924, 17.10924, 20, 20, 20, 20, 20, 17.74923, 17.56236, 20, 20, 20, 20, 20, 17.70111, 17.334, 20, 20, 20, 20, 20, 18.90324, 18.88113, 20, 20, 20, 20, 20, 16.58145, 18.79365, 20, 20, 20, 20, 20, 17.06235, 19.63548, 20, 20, 20, 20, 20, 15.080729999999999, 20, 20, 20, 20, 20, 20, 16.28379, 20, 20, 20, 20, 20, 20, 14.91501, 20, 20, 20, 20, 20, 20, 14.11875, 20, 20, 20, 20, 20, 20, 14.753609999999998, 20, 20, 20, 20, 20, 20, 15.145290000000001, 20, 20, 20, 20, 20],
color: [1.497054, 1.063088, 0.317136, 1.698069, 2.031901, 1.743368, 2.299296, 1.376199, 0.80986, 0.361505, 1.54854, 1.929168, 1.663383, 2.117806, 1.497795, 0.909114, 0.423226, 1.589711, 1.976029, 1.699335, 2.16722, 1.422947, 0.86019, 0.412358, 1.382745, 2.084662, 1.666508, 2.162525, 1.39378, 0.831466, 0.466794, 1.389636, 2.140815, 1.705626, 2.083824, 1.519768, 0.967391, 0.457072, 1.420244, 2.029943, 1.648846, 2.283847, 1.546816, 0.998458, 0.482431, 1.364977, 2.075005, 1.685658, 2.358911, 1.470759, 0.845652, 0.507355, 1.414128, 2.090548, 1.74677, 2.527286, 1.464728, 0.987155, 0.503357, 1.529239, 2.027284, 1.763304, 2.745189, 1.448854, 0.905045, 0.526058, 1.493509, 2.0477, 1.817044, 2.854471, 1.473283, 1.023106, 0.535679, 1.663704, 2.058019, 1.880406, 3.136518, 1.397309, 0.967706, 0.506527, 1.771532, 2.021138, 1.803382, 2.964039, 1.309833, 0.904353, 0.539544, 1.821562, 1.997753, 1.813863, 3.03325, 1.334344, 0.944289, 0.51133, 1.950153, 2.056785, 1.860017, 3.032276, 1.29338, 0.897325, 0.503883, 2.165423, 1.928346, 1.847791, 3.096806, 1.376961, 1.015315, 0.503237, 1.802773, 1.847256, 1.850156, 2.95585, 1.40633, 0.88044, 0.503822, 1.637522, 1.853849, 1.855296, 2.961282, 1.313051, 0.820805, 0.588805, 1.863081, 1.925653, 1.929855, 2.892664, 1.35204, 0.770733, 0.514891, 1.88357, 1.989981, 1.990945, 2.809417, 1.272574, 0.63478, 0.480267, 2.22365, 1.958585, 1.939926, 2.632654, 1.207399, 0.718427, 0.50004, 2.134388, 1.917686, 1.851372, 2.551888, 1.202763, 0.738772, 0.544773, 2.098781, 1.891575, 1.80564, 2.453371, 1.165799, 0.692009, 0.576044, 2.124467, 1.830728, 1.746611, 2.495508, 1.189997, 0.670409, 0.55961, 2.105217, 1.831245, 1.743965, 2.521296, 1.15377, 0.710004, 0.562333, 2.366108, 1.821592, 1.712032, 2.379845, 1.156011, 0.659112, 0.492473, 2.162492, 1.857581, 1.714246, 2.400722, 1.144585, 0.613784, 0.507459, 1.632826, 1.819457, 1.683741, 2.314424, 1.10582, 0.61302, 0.548397, 1.61742, 1.86087, 1.699849, 2.281775, 1.121294, 0.607308, 0.570308, 2.172883, 1.820295, 1.696809, 2.293554, 1.096305, 0.591641, 0.585412, 2.404158, 1.840427, 1.681724, 2.329968, 1.107204, 0.590037, 0.5778, 2.031395, 1.847914, 1.691162, 2.313009, 1.083974, 0.630108, 0.629371, 1.791238, 1.791346, 1.687866, 2.33079, 1.087456, 0.552715, 0.626455, 1.956631, 1.76912, 1.70243, 2.347482, 1.053556, 0.568745, 0.654516, 1.849338, 1.766699, 1.727656, 2.330457, 1.041623, 0.502691, 0.752317, 2.751682, 1.762393, 1.746901, 2.444244, 1.041721, 0.542793, 0.737151, 2.293247, 1.806149, 1.788628, 2.424175, 1.025281, 0.497167, 0.816117, 2.45582, 1.783163, 1.829073, 2.597286, 0.950239, 0.470625, 0.853577, 2.254273, 1.789178, 1.823503, 2.486816, 1.002197, 0.491787, 0.849723, 2.328856, 1.888377, 1.887175, 2.54014, 0.999393, 0.504843, 0.774729, 3.708997, 1.801046, 1.779268, 2.901435],
colorscale: [
[0, '#1a1a2e'],
[0.2, '#16213e'],
[0.4, '#e94560'],
[0.7, '#ff6b35'],
[1.0, '#ffcc00']
],
colorbar: {
title: { text: 'L2 Delta', font: { color: '#999' } },
tickfont: { color: '#666' },
len: 0.6,
},
opacity: 0.85,
line: { width: 0.5, color: '#333' },
},
}], {
...darkLayout,
height: 550,
scene: {
xaxis: {
title: { text: 'Layer', font: { color: '#888' } },
gridcolor: '#1a1a2e',
color: '#666',
},
yaxis: {
title: { text: 'Component', font: { color: '#888' } },
ticktext: ["Q", "K", "V", "O", "Gate", "Up", "Down"],
tickvals: [0, 1, 2, 3, 4, 5, 6],
gridcolor: '#1a1a2e',
color: '#666',
},
zaxis: {
title: { text: 'L2 Delta', font: { color: '#888' } },
gridcolor: '#1a1a2e',
color: '#666',
},
bgcolor: '#0a0a0f',
camera: {
eye: { x: 1.8, y: -1.5, z: 0.8 },
},
},
}, { responsive: true });
// Heatmap
Plotly.newPlot('heatmap', [{
type: 'heatmap',
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x: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39],
y: ["Q", "K", "V", "O", "Gate", "Up", "Down"],
text: [["Layer 0, Q<br>L2 delta: 1.4971<br>Max delta: 0.026367<br>Mean |delta|: 2.29e-04<br>Params changed: 99.2%", "Layer 1, Q<br>L2 delta: 1.3762<br>Max delta: 0.013311<br>Mean |delta|: 2.21e-04<br>Params changed: 98.9%", "Layer 2, Q<br>L2 delta: 1.4978<br>Max delta: 0.013458<br>Mean |delta|: 2.39e-04<br>Params changed: 99.0%", "Layer 3, Q<br>L2 delta: 1.4229<br>Max delta: 0.010632<br>Mean |delta|: 2.28e-04<br>Params changed: 99.0%", "Layer 4, Q<br>L2 delta: 1.3938<br>Max delta: 0.007318<br>Mean |delta|: 2.24e-04<br>Params changed: 99.0%", "Layer 5, Q<br>L2 delta: 1.5198<br>Max delta: 0.009945<br>Mean |delta|: 2.39e-04<br>Params changed: 99.0%", "Layer 6, Q<br>L2 delta: 1.5468<br>Max delta: 0.011215<br>Mean |delta|: 2.46e-04<br>Params changed: 99.0%", "Layer 7, Q<br>L2 delta: 1.4708<br>Max delta: 0.007959<br>Mean |delta|: 2.34e-04<br>Params changed: 99.0%", "Layer 8, Q<br>L2 delta: 1.4647<br>Max delta: 0.016121<br>Mean |delta|: 2.31e-04<br>Params changed: 99.0%", "Layer 9, Q<br>L2 delta: 1.4489<br>Max delta: 0.013519<br>Mean |delta|: 2.27e-04<br>Params changed: 99.0%", "Layer 10, Q<br>L2 delta: 1.4733<br>Max delta: 0.023376<br>Mean |delta|: 2.29e-04<br>Params changed: 99.0%", "Layer 11, Q<br>L2 delta: 1.3973<br>Max delta: 0.017365<br>Mean |delta|: 2.19e-04<br>Params changed: 99.0%", "Layer 12, Q<br>L2 delta: 1.3098<br>Max delta: 0.013367<br>Mean |delta|: 2.09e-04<br>Params changed: 99.0%", "Layer 13, Q<br>L2 delta: 1.3343<br>Max delta: 0.013474<br>Mean |delta|: 2.12e-04<br>Params changed: 99.0%", "Layer 14, Q<br>L2 delta: 1.2934<br>Max delta: 0.011929<br>Mean |delta|: 2.03e-04<br>Params changed: 99.0%", "Layer 15, Q<br>L2 delta: 1.3770<br>Max delta: 0.015381<br>Mean |delta|: 2.16e-04<br>Params changed: 99.0%", "Layer 16, Q<br>L2 delta: 1.4063<br>Max delta: 0.014374<br>Mean |delta|: 2.22e-04<br>Params changed: 99.0%", "Layer 17, Q<br>L2 delta: 1.3131<br>Max delta: 0.011971<br>Mean |delta|: 2.07e-04<br>Params changed: 99.0%", "Layer 18, Q<br>L2 delta: 1.3520<br>Max delta: 0.010635<br>Mean |delta|: 2.11e-04<br>Params changed: 99.0%", "Layer 19, Q<br>L2 delta: 1.2726<br>Max delta: 0.008674<br>Mean |delta|: 1.98e-04<br>Params changed: 98.9%", "Layer 20, Q<br>L2 delta: 1.2074<br>Max delta: 0.008183<br>Mean |delta|: 1.93e-04<br>Params changed: 98.9%", "Layer 21, Q<br>L2 delta: 1.2028<br>Max delta: 0.007234<br>Mean |delta|: 1.94e-04<br>Params changed: 98.9%", "Layer 22, Q<br>L2 delta: 1.1658<br>Max delta: 0.008984<br>Mean |delta|: 1.89e-04<br>Params changed: 98.9%", "Layer 23, Q<br>L2 delta: 1.1900<br>Max delta: 0.009493<br>Mean |delta|: 1.91e-04<br>Params changed: 98.9%", "Layer 24, Q<br>L2 delta: 1.1538<br>Max delta: 0.012451<br>Mean |delta|: 1.85e-04<br>Params changed: 98.9%", "Layer 25, Q<br>L2 delta: 1.1560<br>Max delta: 0.015198<br>Mean |delta|: 1.86e-04<br>Params changed: 98.9%", "Layer 26, Q<br>L2 delta: 1.1446<br>Max delta: 0.014809<br>Mean |delta|: 1.85e-04<br>Params changed: 98.9%", "Layer 27, Q<br>L2 delta: 1.1058<br>Max delta: 0.014999<br>Mean |delta|: 1.80e-04<br>Params changed: 98.9%", "Layer 28, Q<br>L2 delta: 1.1213<br>Max delta: 0.012373<br>Mean |delta|: 1.81e-04<br>Params changed: 98.9%", "Layer 29, Q<br>L2 delta: 1.0963<br>Max delta: 0.015930<br>Mean |delta|: 1.78e-04<br>Params changed: 98.9%", "Layer 30, Q<br>L2 delta: 1.1072<br>Max delta: 0.019043<br>Mean |delta|: 1.80e-04<br>Params changed: 98.9%", "Layer 31, Q<br>L2 delta: 1.0840<br>Max delta: 0.014709<br>Mean |delta|: 1.76e-04<br>Params changed: 98.9%", "Layer 32, Q<br>L2 delta: 1.0875<br>Max delta: 0.013062<br>Mean |delta|: 1.77e-04<br>Params changed: 98.9%", "Layer 33, Q<br>L2 delta: 1.0536<br>Max delta: 0.009979<br>Mean |delta|: 1.71e-04<br>Params changed: 98.9%", "Layer 34, Q<br>L2 delta: 1.0416<br>Max delta: 0.012161<br>Mean |delta|: 1.69e-04<br>Params changed: 98.9%", "Layer 35, Q<br>L2 delta: 1.0417<br>Max delta: 0.009430<br>Mean |delta|: 1.71e-04<br>Params changed: 98.9%", "Layer 36, Q<br>L2 delta: 1.0253<br>Max delta: 0.006449<br>Mean |delta|: 1.69e-04<br>Params changed: 99.0%", "Layer 37, Q<br>L2 delta: 0.9502<br>Max delta: 0.008965<br>Mean |delta|: 1.56e-04<br>Params changed: 98.9%", "Layer 38, Q<br>L2 delta: 1.0022<br>Max delta: 0.009766<br>Mean |delta|: 1.64e-04<br>Params changed: 99.0%", "Layer 39, Q<br>L2 delta: 0.9994<br>Max delta: 0.007424<br>Mean |delta|: 1.63e-04<br>Params changed: 98.9%"], ["Layer 0, K<br>L2 delta: 1.0631<br>Max delta: 0.025696<br>Mean |delta|: 3.26e-04<br>Params changed: 99.2%", "Layer 1, K<br>L2 delta: 0.8099<br>Max delta: 0.011536<br>Mean |delta|: 2.59e-04<br>Params changed: 98.9%", "Layer 2, K<br>L2 delta: 0.9091<br>Max delta: 0.015259<br>Mean |delta|: 2.86e-04<br>Params changed: 99.0%", "Layer 3, K<br>L2 delta: 0.8602<br>Max delta: 0.011337<br>Mean |delta|: 2.72e-04<br>Params changed: 99.0%", "Layer 4, K<br>L2 delta: 0.8315<br>Max delta: 0.009064<br>Mean |delta|: 2.59e-04<br>Params changed: 98.9%", "Layer 5, K<br>L2 delta: 0.9674<br>Max delta: 0.010956<br>Mean |delta|: 2.92e-04<br>Params changed: 99.0%", "Layer 6, K<br>L2 delta: 0.9985<br>Max delta: 0.012926<br>Mean |delta|: 3.07e-04<br>Params changed: 99.1%", "Layer 7, K<br>L2 delta: 0.8457<br>Max delta: 0.009793<br>Mean |delta|: 2.64e-04<br>Params changed: 99.0%", "Layer 8, K<br>L2 delta: 0.9872<br>Max delta: 0.016167<br>Mean |delta|: 2.97e-04<br>Params changed: 99.1%", "Layer 9, K<br>L2 delta: 0.9050<br>Max delta: 0.017086<br>Mean |delta|: 2.75e-04<br>Params changed: 99.0%", "Layer 10, K<br>L2 delta: 1.0231<br>Max delta: 0.026505<br>Mean |delta|: 3.01e-04<br>Params changed: 99.1%", "Layer 11, K<br>L2 delta: 0.9677<br>Max delta: 0.022156<br>Mean |delta|: 2.90e-04<br>Params changed: 99.1%", "Layer 12, K<br>L2 delta: 0.9044<br>Max delta: 0.018936<br>Mean |delta|: 2.80e-04<br>Params changed: 99.1%", "Layer 13, K<br>L2 delta: 0.9443<br>Max delta: 0.015976<br>Mean |delta|: 2.87e-04<br>Params changed: 99.1%", "Layer 14, K<br>L2 delta: 0.8973<br>Max delta: 0.015442<br>Mean |delta|: 2.70e-04<br>Params changed: 99.0%", "Layer 15, K<br>L2 delta: 1.0153<br>Max delta: 0.019684<br>Mean |delta|: 3.08e-04<br>Params changed: 99.1%", "Layer 16, K<br>L2 delta: 0.8804<br>Max delta: 0.017960<br>Mean |delta|: 2.73e-04<br>Params changed: 99.1%", "Layer 17, K<br>L2 delta: 0.8208<br>Max delta: 0.016754<br>Mean |delta|: 2.51e-04<br>Params changed: 99.0%", "Layer 18, K<br>L2 delta: 0.7707<br>Max delta: 0.012314<br>Mean |delta|: 2.38e-04<br>Params changed: 99.0%", "Layer 19, K<br>L2 delta: 0.6348<br>Max delta: 0.007217<br>Mean |delta|: 2.00e-04<br>Params changed: 98.9%", "Layer 20, K<br>L2 delta: 0.7184<br>Max delta: 0.009155<br>Mean |delta|: 2.25e-04<br>Params changed: 98.9%", "Layer 21, K<br>L2 delta: 0.7388<br>Max delta: 0.008240<br>Mean |delta|: 2.33e-04<br>Params changed: 99.0%", "Layer 22, K<br>L2 delta: 0.6920<br>Max delta: 0.007479<br>Mean |delta|: 2.21e-04<br>Params changed: 98.9%", "Layer 23, K<br>L2 delta: 0.6704<br>Max delta: 0.009338<br>Mean |delta|: 2.14e-04<br>Params changed: 98.9%", "Layer 24, K<br>L2 delta: 0.7100<br>Max delta: 0.011642<br>Mean |delta|: 2.26e-04<br>Params changed: 99.0%", "Layer 25, K<br>L2 delta: 0.6591<br>Max delta: 0.012085<br>Mean |delta|: 2.11e-04<br>Params changed: 98.9%", "Layer 26, K<br>L2 delta: 0.6138<br>Max delta: 0.015961<br>Mean |delta|: 1.97e-04<br>Params changed: 98.9%", "Layer 27, K<br>L2 delta: 0.6130<br>Max delta: 0.016907<br>Mean |delta|: 1.97e-04<br>Params changed: 98.9%", "Layer 28, K<br>L2 delta: 0.6073<br>Max delta: 0.012115<br>Mean |delta|: 1.96e-04<br>Params changed: 98.9%", "Layer 29, K<br>L2 delta: 0.5916<br>Max delta: 0.014816<br>Mean |delta|: 1.89e-04<br>Params changed: 98.9%", "Layer 30, K<br>L2 delta: 0.5900<br>Max delta: 0.016144<br>Mean |delta|: 1.91e-04<br>Params changed: 98.9%", "Layer 31, K<br>L2 delta: 0.6301<br>Max delta: 0.015198<br>Mean |delta|: 1.98e-04<br>Params changed: 98.9%", "Layer 32, K<br>L2 delta: 0.5527<br>Max delta: 0.012253<br>Mean |delta|: 1.78e-04<br>Params changed: 98.9%", "Layer 33, K<br>L2 delta: 0.5687<br>Max delta: 0.010864<br>Mean |delta|: 1.84e-04<br>Params changed: 98.9%", "Layer 34, K<br>L2 delta: 0.5027<br>Max delta: 0.010864<br>Mean |delta|: 1.62e-04<br>Params changed: 98.9%", "Layer 35, K<br>L2 delta: 0.5428<br>Max delta: 0.010498<br>Mean |delta|: 1.77e-04<br>Params changed: 98.9%", "Layer 36, K<br>L2 delta: 0.4972<br>Max delta: 0.005835<br>Mean |delta|: 1.62e-04<br>Params changed: 98.9%", "Layer 37, K<br>L2 delta: 0.4706<br>Max delta: 0.013794<br>Mean |delta|: 1.54e-04<br>Params changed: 98.9%", "Layer 38, K<br>L2 delta: 0.4918<br>Max delta: 0.011475<br>Mean |delta|: 1.60e-04<br>Params changed: 99.0%", "Layer 39, K<br>L2 delta: 0.5048<br>Max delta: 0.006237<br>Mean |delta|: 1.66e-04<br>Params changed: 98.9%"], ["Layer 0, V<br>L2 delta: 0.3171<br>Max delta: 0.004694<br>Mean |delta|: 1.04e-04<br>Params changed: 98.9%", "Layer 1, V<br>L2 delta: 0.3615<br>Max delta: 0.004377<br>Mean |delta|: 1.19e-04<br>Params changed: 98.8%", "Layer 2, V<br>L2 delta: 0.4232<br>Max delta: 0.005754<br>Mean |delta|: 1.39e-04<br>Params changed: 98.8%", "Layer 3, V<br>L2 delta: 0.4124<br>Max delta: 0.004139<br>Mean |delta|: 1.36e-04<br>Params changed: 98.9%", "Layer 4, V<br>L2 delta: 0.4668<br>Max delta: 0.003551<br>Mean |delta|: 1.55e-04<br>Params changed: 99.0%", "Layer 5, V<br>L2 delta: 0.4571<br>Max delta: 0.003984<br>Mean |delta|: 1.48e-04<br>Params changed: 98.9%", "Layer 6, V<br>L2 delta: 0.4824<br>Max delta: 0.004135<br>Mean |delta|: 1.58e-04<br>Params changed: 99.0%", "Layer 7, V<br>L2 delta: 0.5074<br>Max delta: 0.003960<br>Mean |delta|: 1.67e-04<br>Params changed: 99.0%", "Layer 8, V<br>L2 delta: 0.5034<br>Max delta: 0.007263<br>Mean |delta|: 1.65e-04<br>Params changed: 99.0%", "Layer 9, V<br>L2 delta: 0.5261<br>Max delta: 0.008310<br>Mean |delta|: 1.71e-04<br>Params changed: 99.0%", "Layer 10, V<br>L2 delta: 0.5357<br>Max delta: 0.009327<br>Mean |delta|: 1.74e-04<br>Params changed: 99.0%", "Layer 11, V<br>L2 delta: 0.5065<br>Max delta: 0.006420<br>Mean |delta|: 1.66e-04<br>Params changed: 99.0%", "Layer 12, V<br>L2 delta: 0.5395<br>Max delta: 0.008468<br>Mean |delta|: 1.74e-04<br>Params changed: 99.0%", "Layer 13, V<br>L2 delta: 0.5113<br>Max delta: 0.006628<br>Mean |delta|: 1.68e-04<br>Params changed: 99.0%", "Layer 14, V<br>L2 delta: 0.5039<br>Max delta: 0.009453<br>Mean |delta|: 1.65e-04<br>Params changed: 99.0%", "Layer 15, V<br>L2 delta: 0.5032<br>Max delta: 0.006783<br>Mean |delta|: 1.65e-04<br>Params changed: 99.0%", "Layer 16, V<br>L2 delta: 0.5038<br>Max delta: 0.006466<br>Mean |delta|: 1.66e-04<br>Params changed: 99.0%", "Layer 17, V<br>L2 delta: 0.5888<br>Max delta: 0.009823<br>Mean |delta|: 1.90e-04<br>Params changed: 99.0%", "Layer 18, V<br>L2 delta: 0.5149<br>Max delta: 0.006655<br>Mean |delta|: 1.65e-04<br>Params changed: 98.9%", "Layer 19, V<br>L2 delta: 0.4803<br>Max delta: 0.004360<br>Mean |delta|: 1.58e-04<br>Params changed: 98.8%", "Layer 20, V<br>L2 delta: 0.5000<br>Max delta: 0.004265<br>Mean |delta|: 1.64e-04<br>Params changed: 98.9%", "Layer 21, V<br>L2 delta: 0.5448<br>Max delta: 0.004910<br>Mean |delta|: 1.78e-04<br>Params changed: 99.0%", "Layer 22, V<br>L2 delta: 0.5760<br>Max delta: 0.005486<br>Mean |delta|: 1.86e-04<br>Params changed: 98.9%", "Layer 23, V<br>L2 delta: 0.5596<br>Max delta: 0.006138<br>Mean |delta|: 1.83e-04<br>Params changed: 98.9%", "Layer 24, V<br>L2 delta: 0.5623<br>Max delta: 0.008865<br>Mean |delta|: 1.85e-04<br>Params changed: 98.9%", "Layer 25, V<br>L2 delta: 0.4925<br>Max delta: 0.007561<br>Mean |delta|: 1.63e-04<br>Params changed: 98.8%", "Layer 26, V<br>L2 delta: 0.5075<br>Max delta: 0.006569<br>Mean |delta|: 1.67e-04<br>Params changed: 98.8%", "Layer 27, V<br>L2 delta: 0.5484<br>Max delta: 0.007290<br>Mean |delta|: 1.81e-04<br>Params changed: 98.8%", "Layer 28, V<br>L2 delta: 0.5703<br>Max delta: 0.008099<br>Mean |delta|: 1.85e-04<br>Params changed: 98.9%", "Layer 29, V<br>L2 delta: 0.5854<br>Max delta: 0.008751<br>Mean |delta|: 1.93e-04<br>Params changed: 98.8%", "Layer 30, V<br>L2 delta: 0.5778<br>Max delta: 0.008257<br>Mean |delta|: 1.90e-04<br>Params changed: 98.8%", "Layer 31, V<br>L2 delta: 0.6294<br>Max delta: 0.010365<br>Mean |delta|: 2.05e-04<br>Params changed: 98.9%", "Layer 32, V<br>L2 delta: 0.6265<br>Max delta: 0.008652<br>Mean |delta|: 2.07e-04<br>Params changed: 98.8%", "Layer 33, V<br>L2 delta: 0.6545<br>Max delta: 0.008801<br>Mean |delta|: 2.15e-04<br>Params changed: 98.9%", "Layer 34, V<br>L2 delta: 0.7523<br>Max delta: 0.010307<br>Mean |delta|: 2.46e-04<br>Params changed: 98.8%", "Layer 35, V<br>L2 delta: 0.7372<br>Max delta: 0.012100<br>Mean |delta|: 2.44e-04<br>Params changed: 98.9%", "Layer 36, V<br>L2 delta: 0.8161<br>Max delta: 0.010948<br>Mean |delta|: 2.66e-04<br>Params changed: 98.9%", "Layer 37, V<br>L2 delta: 0.8536<br>Max delta: 0.013031<br>Mean |delta|: 2.81e-04<br>Params changed: 98.9%", "Layer 38, V<br>L2 delta: 0.8497<br>Max delta: 0.012917<br>Mean |delta|: 2.76e-04<br>Params changed: 98.8%", "Layer 39, V<br>L2 delta: 0.7747<br>Max delta: 0.009590<br>Mean |delta|: 2.55e-04<br>Params changed: 98.9%"], ["Layer 0, O<br>L2 delta: 1.6981<br>Max delta: 0.053833<br>Mean |delta|: 2.16e-04<br>Params changed: 99.2%", "Layer 1, O<br>L2 delta: 1.5485<br>Max delta: 0.059021<br>Mean |delta|: 2.08e-04<br>Params changed: 99.2%", "Layer 2, O<br>L2 delta: 1.5897<br>Max delta: 0.059967<br>Mean |delta|: 2.20e-04<br>Params changed: 99.2%", "Layer 3, O<br>L2 delta: 1.3827<br>Max delta: 0.079620<br>Mean |delta|: 1.90e-04<br>Params changed: 99.1%", "Layer 4, O<br>L2 delta: 1.3896<br>Max delta: 0.066895<br>Mean |delta|: 1.96e-04<br>Params changed: 99.1%", "Layer 5, O<br>L2 delta: 1.4202<br>Max delta: 0.067627<br>Mean |delta|: 1.94e-04<br>Params changed: 99.1%", "Layer 6, O<br>L2 delta: 1.3650<br>Max delta: 0.057861<br>Mean |delta|: 1.98e-04<br>Params changed: 99.2%", "Layer 7, O<br>L2 delta: 1.4141<br>Max delta: 0.091064<br>Mean |delta|: 2.06e-04<br>Params changed: 99.1%", "Layer 8, O<br>L2 delta: 1.5292<br>Max delta: 0.080261<br>Mean |delta|: 2.11e-04<br>Params changed: 99.2%", "Layer 9, O<br>L2 delta: 1.4935<br>Max delta: 0.096527<br>Mean |delta|: 2.17e-04<br>Params changed: 99.1%", "Layer 10, O<br>L2 delta: 1.6637<br>Max delta: 0.083618<br>Mean |delta|: 2.35e-04<br>Params changed: 99.2%", "Layer 11, O<br>L2 delta: 1.7715<br>Max delta: 0.081970<br>Mean |delta|: 2.29e-04<br>Params changed: 99.2%", "Layer 12, O<br>L2 delta: 1.8216<br>Max delta: 0.048157<br>Mean |delta|: 2.54e-04<br>Params changed: 99.2%", "Layer 13, O<br>L2 delta: 1.9502<br>Max delta: 0.091797<br>Mean |delta|: 2.45e-04<br>Params changed: 99.2%", "Layer 14, O<br>L2 delta: 2.1654<br>Max delta: 0.086914<br>Mean |delta|: 2.52e-04<br>Params changed: 99.2%", "Layer 15, O<br>L2 delta: 1.8028<br>Max delta: 0.078156<br>Mean |delta|: 2.45e-04<br>Params changed: 99.2%", "Layer 16, O<br>L2 delta: 1.6375<br>Max delta: 0.086159<br>Mean |delta|: 2.35e-04<br>Params changed: 99.2%", "Layer 17, O<br>L2 delta: 1.8631<br>Max delta: 0.104492<br>Mean |delta|: 2.53e-04<br>Params changed: 99.2%", "Layer 18, O<br>L2 delta: 1.8836<br>Max delta: 0.096924<br>Mean |delta|: 2.50e-04<br>Params changed: 99.2%", "Layer 19, O<br>L2 delta: 2.2237<br>Max delta: 0.103516<br>Mean |delta|: 2.66e-04<br>Params changed: 99.2%", "Layer 20, O<br>L2 delta: 2.1344<br>Max delta: 0.094238<br>Mean |delta|: 2.58e-04<br>Params changed: 99.2%", "Layer 21, O<br>L2 delta: 2.0988<br>Max delta: 0.156250<br>Mean |delta|: 2.53e-04<br>Params changed: 99.2%", "Layer 22, O<br>L2 delta: 2.1245<br>Max delta: 0.130859<br>Mean |delta|: 2.63e-04<br>Params changed: 99.2%", "Layer 23, O<br>L2 delta: 2.1052<br>Max delta: 0.139160<br>Mean |delta|: 2.70e-04<br>Params changed: 99.2%", "Layer 24, O<br>L2 delta: 2.3661<br>Max delta: 0.081268<br>Mean |delta|: 2.93e-04<br>Params changed: 99.2%", "Layer 25, O<br>L2 delta: 2.1625<br>Max delta: 0.058136<br>Mean |delta|: 2.68e-04<br>Params changed: 99.2%", "Layer 26, O<br>L2 delta: 1.6328<br>Max delta: 0.124908<br>Mean |delta|: 2.42e-04<br>Params changed: 99.2%", "Layer 27, O<br>L2 delta: 1.6174<br>Max delta: 0.045944<br>Mean |delta|: 2.44e-04<br>Params changed: 99.2%", "Layer 28, O<br>L2 delta: 2.1729<br>Max delta: 0.085327<br>Mean |delta|: 2.91e-04<br>Params changed: 99.3%", "Layer 29, O<br>L2 delta: 2.4042<br>Max delta: 0.056335<br>Mean |delta|: 3.08e-04<br>Params changed: 99.2%", "Layer 30, O<br>L2 delta: 2.0314<br>Max delta: 0.104736<br>Mean |delta|: 2.80e-04<br>Params changed: 99.2%", "Layer 31, O<br>L2 delta: 1.7912<br>Max delta: 0.041443<br>Mean |delta|: 2.70e-04<br>Params changed: 99.2%", "Layer 32, O<br>L2 delta: 1.9566<br>Max delta: 0.109619<br>Mean |delta|: 2.76e-04<br>Params changed: 99.2%", "Layer 33, O<br>L2 delta: 1.8493<br>Max delta: 0.045227<br>Mean |delta|: 2.81e-04<br>Params changed: 99.3%", "Layer 34, O<br>L2 delta: 2.7517<br>Max delta: 0.130722<br>Mean |delta|: 3.49e-04<br>Params changed: 99.2%", "Layer 35, O<br>L2 delta: 2.2932<br>Max delta: 0.110840<br>Mean |delta|: 3.22e-04<br>Params changed: 99.2%", "Layer 36, O<br>L2 delta: 2.4558<br>Max delta: 0.105713<br>Mean |delta|: 3.25e-04<br>Params changed: 99.3%", "Layer 37, O<br>L2 delta: 2.2543<br>Max delta: 0.090088<br>Mean |delta|: 3.36e-04<br>Params changed: 99.3%", "Layer 38, O<br>L2 delta: 2.3289<br>Max delta: 0.037842<br>Mean |delta|: 3.53e-04<br>Params changed: 99.3%", "Layer 39, O<br>L2 delta: 3.7090<br>Max delta: 0.227539<br>Mean |delta|: 4.22e-04<br>Params changed: 99.5%"], ["Layer 0, Gate<br>L2 delta: 2.0319<br>Max delta: 0.024414<br>Mean |delta|: 1.68e-04<br>Params changed: 98.8%", "Layer 1, Gate<br>L2 delta: 1.9292<br>Max delta: 0.019318<br>Mean |delta|: 1.64e-04<br>Params changed: 98.7%", "Layer 2, Gate<br>L2 delta: 1.9760<br>Max delta: 0.015045<br>Mean |delta|: 1.69e-04<br>Params changed: 98.7%", "Layer 3, Gate<br>L2 delta: 2.0847<br>Max delta: 0.023180<br>Mean |delta|: 1.79e-04<br>Params changed: 98.8%", "Layer 4, Gate<br>L2 delta: 2.1408<br>Max delta: 0.011398<br>Mean |delta|: 1.84e-04<br>Params changed: 98.8%", "Layer 5, Gate<br>L2 delta: 2.0299<br>Max delta: 0.009583<br>Mean |delta|: 1.75e-04<br>Params changed: 98.7%", "Layer 6, Gate<br>L2 delta: 2.0750<br>Max delta: 0.007912<br>Mean |delta|: 1.79e-04<br>Params changed: 98.8%", "Layer 7, Gate<br>L2 delta: 2.0905<br>Max delta: 0.006948<br>Mean |delta|: 1.81e-04<br>Params changed: 98.8%", "Layer 8, Gate<br>L2 delta: 2.0273<br>Max delta: 0.011272<br>Mean |delta|: 1.75e-04<br>Params changed: 98.8%", "Layer 9, Gate<br>L2 delta: 2.0477<br>Max delta: 0.014027<br>Mean |delta|: 1.75e-04<br>Params changed: 98.8%", "Layer 10, Gate<br>L2 delta: 2.0580<br>Max delta: 0.020325<br>Mean |delta|: 1.75e-04<br>Params changed: 98.8%", "Layer 11, Gate<br>L2 delta: 2.0211<br>Max delta: 0.012061<br>Mean |delta|: 1.73e-04<br>Params changed: 98.8%", "Layer 12, Gate<br>L2 delta: 1.9978<br>Max delta: 0.015823<br>Mean |delta|: 1.70e-04<br>Params changed: 98.8%", "Layer 13, Gate<br>L2 delta: 2.0568<br>Max delta: 0.016052<br>Mean |delta|: 1.76e-04<br>Params changed: 98.8%", "Layer 14, Gate<br>L2 delta: 1.9283<br>Max delta: 0.010485<br>Mean |delta|: 1.66e-04<br>Params changed: 98.8%", "Layer 15, Gate<br>L2 delta: 1.8473<br>Max delta: 0.021866<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 16, Gate<br>L2 delta: 1.8538<br>Max delta: 0.014729<br>Mean |delta|: 1.57e-04<br>Params changed: 98.8%", "Layer 17, Gate<br>L2 delta: 1.9257<br>Max delta: 0.018021<br>Mean |delta|: 1.63e-04<br>Params changed: 98.8%", "Layer 18, Gate<br>L2 delta: 1.9900<br>Max delta: 0.020866<br>Mean |delta|: 1.67e-04<br>Params changed: 98.8%", "Layer 19, Gate<br>L2 delta: 1.9586<br>Max delta: 0.016045<br>Mean |delta|: 1.65e-04<br>Params changed: 98.8%", "Layer 20, Gate<br>L2 delta: 1.9177<br>Max delta: 0.014115<br>Mean |delta|: 1.62e-04<br>Params changed: 98.7%", "Layer 21, Gate<br>L2 delta: 1.8916<br>Max delta: 0.014664<br>Mean |delta|: 1.61e-04<br>Params changed: 98.7%", "Layer 22, Gate<br>L2 delta: 1.8307<br>Max delta: 0.013399<br>Mean |delta|: 1.57e-04<br>Params changed: 98.7%", "Layer 23, Gate<br>L2 delta: 1.8312<br>Max delta: 0.012695<br>Mean |delta|: 1.57e-04<br>Params changed: 98.7%", "Layer 24, Gate<br>L2 delta: 1.8216<br>Max delta: 0.020058<br>Mean |delta|: 1.55e-04<br>Params changed: 98.7%", "Layer 25, Gate<br>L2 delta: 1.8576<br>Max delta: 0.024048<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 26, Gate<br>L2 delta: 1.8195<br>Max delta: 0.018929<br>Mean |delta|: 1.55e-04<br>Params changed: 98.7%", "Layer 27, Gate<br>L2 delta: 1.8609<br>Max delta: 0.040527<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 28, Gate<br>L2 delta: 1.8203<br>Max delta: 0.016663<br>Mean |delta|: 1.56e-04<br>Params changed: 98.6%", "Layer 29, Gate<br>L2 delta: 1.8404<br>Max delta: 0.039185<br>Mean |delta|: 1.57e-04<br>Params changed: 98.7%", "Layer 30, Gate<br>L2 delta: 1.8479<br>Max delta: 0.026489<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 31, Gate<br>L2 delta: 1.7913<br>Max delta: 0.021118<br>Mean |delta|: 1.53e-04<br>Params changed: 98.6%", "Layer 32, Gate<br>L2 delta: 1.7691<br>Max delta: 0.021484<br>Mean |delta|: 1.52e-04<br>Params changed: 98.6%", "Layer 33, Gate<br>L2 delta: 1.7667<br>Max delta: 0.013428<br>Mean |delta|: 1.52e-04<br>Params changed: 98.6%", "Layer 34, Gate<br>L2 delta: 1.7624<br>Max delta: 0.011709<br>Mean |delta|: 1.52e-04<br>Params changed: 98.6%", "Layer 35, Gate<br>L2 delta: 1.8061<br>Max delta: 0.015991<br>Mean |delta|: 1.56e-04<br>Params changed: 98.7%", "Layer 36, Gate<br>L2 delta: 1.7832<br>Max delta: 0.011124<br>Mean |delta|: 1.55e-04<br>Params changed: 98.7%", "Layer 37, Gate<br>L2 delta: 1.7892<br>Max delta: 0.016931<br>Mean |delta|: 1.54e-04<br>Params changed: 98.6%", "Layer 38, Gate<br>L2 delta: 1.8884<br>Max delta: 0.016571<br>Mean |delta|: 1.62e-04<br>Params changed: 98.7%", "Layer 39, Gate<br>L2 delta: 1.8010<br>Max delta: 0.011200<br>Mean |delta|: 1.54e-04<br>Params changed: 98.5%"], ["Layer 0, Up<br>L2 delta: 1.7434<br>Max delta: 0.015152<br>Mean |delta|: 1.48e-04<br>Params changed: 98.7%", "Layer 1, Up<br>L2 delta: 1.6634<br>Max delta: 0.009476<br>Mean |delta|: 1.43e-04<br>Params changed: 98.6%", "Layer 2, Up<br>L2 delta: 1.6993<br>Max delta: 0.012688<br>Mean |delta|: 1.47e-04<br>Params changed: 98.7%", "Layer 3, Up<br>L2 delta: 1.6665<br>Max delta: 0.009506<br>Mean |delta|: 1.45e-04<br>Params changed: 98.7%", "Layer 4, Up<br>L2 delta: 1.7056<br>Max delta: 0.019165<br>Mean |delta|: 1.47e-04<br>Params changed: 98.7%", "Layer 5, Up<br>L2 delta: 1.6488<br>Max delta: 0.006611<br>Mean |delta|: 1.42e-04<br>Params changed: 98.6%", "Layer 6, Up<br>L2 delta: 1.6857<br>Max delta: 0.008163<br>Mean |delta|: 1.45e-04<br>Params changed: 98.6%", "Layer 7, Up<br>L2 delta: 1.7468<br>Max delta: 0.010582<br>Mean |delta|: 1.50e-04<br>Params changed: 98.7%", "Layer 8, Up<br>L2 delta: 1.7633<br>Max delta: 0.016373<br>Mean |delta|: 1.52e-04<br>Params changed: 98.7%", "Layer 9, Up<br>L2 delta: 1.8170<br>Max delta: 0.012024<br>Mean |delta|: 1.55e-04<br>Params changed: 98.6%", "Layer 10, Up<br>L2 delta: 1.8804<br>Max delta: 0.018486<br>Mean |delta|: 1.59e-04<br>Params changed: 98.7%", "Layer 11, Up<br>L2 delta: 1.8034<br>Max delta: 0.039495<br>Mean |delta|: 1.53e-04<br>Params changed: 98.6%", "Layer 12, Up<br>L2 delta: 1.8139<br>Max delta: 0.014000<br>Mean |delta|: 1.55e-04<br>Params changed: 98.6%", "Layer 13, Up<br>L2 delta: 1.8600<br>Max delta: 0.014744<br>Mean |delta|: 1.59e-04<br>Params changed: 98.7%", "Layer 14, Up<br>L2 delta: 1.8478<br>Max delta: 0.015793<br>Mean |delta|: 1.59e-04<br>Params changed: 98.7%", "Layer 15, Up<br>L2 delta: 1.8502<br>Max delta: 0.016714<br>Mean |delta|: 1.58e-04<br>Params changed: 98.6%", "Layer 16, Up<br>L2 delta: 1.8553<br>Max delta: 0.019404<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 17, Up<br>L2 delta: 1.9299<br>Max delta: 0.012573<br>Mean |delta|: 1.64e-04<br>Params changed: 98.7%", "Layer 18, Up<br>L2 delta: 1.9909<br>Max delta: 0.022469<br>Mean |delta|: 1.67e-04<br>Params changed: 98.7%", "Layer 19, Up<br>L2 delta: 1.9399<br>Max delta: 0.036194<br>Mean |delta|: 1.64e-04<br>Params changed: 98.7%", "Layer 20, Up<br>L2 delta: 1.8514<br>Max delta: 0.014208<br>Mean |delta|: 1.58e-04<br>Params changed: 98.7%", "Layer 21, Up<br>L2 delta: 1.8056<br>Max delta: 0.007614<br>Mean |delta|: 1.55e-04<br>Params changed: 98.7%", "Layer 22, Up<br>L2 delta: 1.7466<br>Max delta: 0.009415<br>Mean |delta|: 1.50e-04<br>Params changed: 98.6%", "Layer 23, Up<br>L2 delta: 1.7440<br>Max delta: 0.008339<br>Mean |delta|: 1.51e-04<br>Params changed: 98.6%", "Layer 24, Up<br>L2 delta: 1.7120<br>Max delta: 0.009140<br>Mean |delta|: 1.48e-04<br>Params changed: 98.6%", "Layer 25, Up<br>L2 delta: 1.7142<br>Max delta: 0.024780<br>Mean |delta|: 1.48e-04<br>Params changed: 98.6%", "Layer 26, Up<br>L2 delta: 1.6837<br>Max delta: 0.009720<br>Mean |delta|: 1.46e-04<br>Params changed: 98.6%", "Layer 27, Up<br>L2 delta: 1.6998<br>Max delta: 0.072510<br>Mean |delta|: 1.46e-04<br>Params changed: 98.6%", "Layer 28, Up<br>L2 delta: 1.6968<br>Max delta: 0.013397<br>Mean |delta|: 1.47e-04<br>Params changed: 98.6%", "Layer 29, Up<br>L2 delta: 1.6817<br>Max delta: 0.022125<br>Mean |delta|: 1.46e-04<br>Params changed: 98.6%", "Layer 30, Up<br>L2 delta: 1.6912<br>Max delta: 0.025818<br>Mean |delta|: 1.46e-04<br>Params changed: 98.6%", "Layer 31, Up<br>L2 delta: 1.6879<br>Max delta: 0.015320<br>Mean |delta|: 1.46e-04<br>Params changed: 98.6%", "Layer 32, Up<br>L2 delta: 1.7024<br>Max delta: 0.012142<br>Mean |delta|: 1.48e-04<br>Params changed: 98.6%", "Layer 33, Up<br>L2 delta: 1.7277<br>Max delta: 0.010025<br>Mean |delta|: 1.50e-04<br>Params changed: 98.6%", "Layer 34, Up<br>L2 delta: 1.7469<br>Max delta: 0.014324<br>Mean |delta|: 1.52e-04<br>Params changed: 98.6%", "Layer 35, Up<br>L2 delta: 1.7886<br>Max delta: 0.012848<br>Mean |delta|: 1.56e-04<br>Params changed: 98.7%", "Layer 36, Up<br>L2 delta: 1.8291<br>Max delta: 0.008181<br>Mean |delta|: 1.60e-04<br>Params changed: 98.7%", "Layer 37, Up<br>L2 delta: 1.8235<br>Max delta: 0.010821<br>Mean |delta|: 1.59e-04<br>Params changed: 98.7%", "Layer 38, Up<br>L2 delta: 1.8872<br>Max delta: 0.019199<br>Mean |delta|: 1.64e-04<br>Params changed: 98.7%", "Layer 39, Up<br>L2 delta: 1.7793<br>Max delta: 0.011375<br>Mean |delta|: 1.53e-04<br>Params changed: 98.6%"], ["Layer 0, Down<br>L2 delta: 2.2993<br>Max delta: 0.241699<br>Mean |delta|: 1.70e-04<br>Params changed: 98.8%", "Layer 1, Down<br>L2 delta: 2.1178<br>Max delta: 0.107910<br>Mean |delta|: 1.69e-04<br>Params changed: 98.8%", "Layer 2, Down<br>L2 delta: 2.1672<br>Max delta: 0.263672<br>Mean |delta|: 1.68e-04<br>Params changed: 98.8%", "Layer 3, Down<br>L2 delta: 2.1625<br>Max delta: 0.127136<br>Mean |delta|: 1.70e-04<br>Params changed: 98.8%", "Layer 4, Down<br>L2 delta: 2.0838<br>Max delta: 0.096191<br>Mean |delta|: 1.63e-04<br>Params changed: 98.8%", "Layer 5, Down<br>L2 delta: 2.2838<br>Max delta: 0.129883<br>Mean |delta|: 1.78e-04<br>Params changed: 98.9%", "Layer 6, Down<br>L2 delta: 2.3589<br>Max delta: 0.094482<br>Mean |delta|: 1.82e-04<br>Params changed: 98.9%", "Layer 7, Down<br>L2 delta: 2.5273<br>Max delta: 0.113281<br>Mean |delta|: 1.88e-04<br>Params changed: 98.9%", "Layer 8, Down<br>L2 delta: 2.7452<br>Max delta: 0.129822<br>Mean |delta|: 2.08e-04<br>Params changed: 99.0%", "Layer 9, Down<br>L2 delta: 2.8545<br>Max delta: 0.241699<br>Mean |delta|: 2.11e-04<br>Params changed: 99.0%", "Layer 10, Down<br>L2 delta: 3.1365<br>Max delta: 0.120911<br>Mean |delta|: 2.40e-04<br>Params changed: 99.1%", "Layer 11, Down<br>L2 delta: 2.9640<br>Max delta: 0.144897<br>Mean |delta|: 2.14e-04<br>Params changed: 99.0%", "Layer 12, Down<br>L2 delta: 3.0332<br>Max delta: 0.123352<br>Mean |delta|: 2.28e-04<br>Params changed: 99.1%", "Layer 13, Down<br>L2 delta: 3.0323<br>Max delta: 0.148926<br>Mean |delta|: 2.25e-04<br>Params changed: 99.1%", "Layer 14, Down<br>L2 delta: 3.0968<br>Max delta: 0.120605<br>Mean |delta|: 2.30e-04<br>Params changed: 99.1%", "Layer 15, Down<br>L2 delta: 2.9558<br>Max delta: 0.110443<br>Mean |delta|: 2.28e-04<br>Params changed: 99.1%", "Layer 16, Down<br>L2 delta: 2.9613<br>Max delta: 0.108704<br>Mean |delta|: 2.29e-04<br>Params changed: 99.1%", "Layer 17, Down<br>L2 delta: 2.8927<br>Max delta: 0.130371<br>Mean |delta|: 2.21e-04<br>Params changed: 99.0%", "Layer 18, Down<br>L2 delta: 2.8094<br>Max delta: 0.148438<br>Mean |delta|: 2.11e-04<br>Params changed: 99.0%", "Layer 19, Down<br>L2 delta: 2.6327<br>Max delta: 0.171875<br>Mean |delta|: 2.02e-04<br>Params changed: 99.0%", "Layer 20, Down<br>L2 delta: 2.5519<br>Max delta: 0.146973<br>Mean |delta|: 1.98e-04<br>Params changed: 99.0%", "Layer 21, Down<br>L2 delta: 2.4534<br>Max delta: 0.163574<br>Mean |delta|: 1.93e-04<br>Params changed: 99.0%", "Layer 22, Down<br>L2 delta: 2.4955<br>Max delta: 0.140625<br>Mean |delta|: 1.96e-04<br>Params changed: 99.0%", "Layer 23, Down<br>L2 delta: 2.5213<br>Max delta: 0.115723<br>Mean |delta|: 1.99e-04<br>Params changed: 99.0%", "Layer 24, Down<br>L2 delta: 2.3798<br>Max delta: 0.102905<br>Mean |delta|: 1.92e-04<br>Params changed: 99.0%", "Layer 25, Down<br>L2 delta: 2.4007<br>Max delta: 0.093689<br>Mean |delta|: 1.93e-04<br>Params changed: 99.0%", "Layer 26, Down<br>L2 delta: 2.3144<br>Max delta: 0.086060<br>Mean |delta|: 1.91e-04<br>Params changed: 99.0%", "Layer 27, Down<br>L2 delta: 2.2818<br>Max delta: 0.075928<br>Mean |delta|: 1.89e-04<br>Params changed: 99.0%", "Layer 28, Down<br>L2 delta: 2.2936<br>Max delta: 0.073181<br>Mean |delta|: 1.89e-04<br>Params changed: 99.0%", "Layer 29, Down<br>L2 delta: 2.3300<br>Max delta: 0.083130<br>Mean |delta|: 1.90e-04<br>Params changed: 99.0%", "Layer 30, Down<br>L2 delta: 2.3130<br>Max delta: 0.066406<br>Mean |delta|: 1.91e-04<br>Params changed: 99.0%", "Layer 31, Down<br>L2 delta: 2.3308<br>Max delta: 0.088135<br>Mean |delta|: 1.91e-04<br>Params changed: 99.0%", "Layer 32, Down<br>L2 delta: 2.3475<br>Max delta: 0.075928<br>Mean |delta|: 1.93e-04<br>Params changed: 99.0%", "Layer 33, Down<br>L2 delta: 2.3305<br>Max delta: 0.072754<br>Mean |delta|: 1.94e-04<br>Params changed: 99.0%", "Layer 34, Down<br>L2 delta: 2.4442<br>Max delta: 0.093018<br>Mean |delta|: 1.99e-04<br>Params changed: 99.0%", "Layer 35, Down<br>L2 delta: 2.4242<br>Max delta: 0.099854<br>Mean |delta|: 1.98e-04<br>Params changed: 99.0%", "Layer 36, Down<br>L2 delta: 2.5973<br>Max delta: 0.129883<br>Mean |delta|: 2.01e-04<br>Params changed: 99.0%", "Layer 37, Down<br>L2 delta: 2.4868<br>Max delta: 0.167969<br>Mean |delta|: 1.97e-04<br>Params changed: 99.0%", "Layer 38, Down<br>L2 delta: 2.5401<br>Max delta: 0.144043<br>Mean |delta|: 2.08e-04<br>Params changed: 99.1%", "Layer 39, Down<br>L2 delta: 2.9014<br>Max delta: 0.061523<br>Mean |delta|: 2.30e-04<br>Params changed: 99.1%"]],
hoverinfo: 'text',
colorscale: [
[0, '#0a0a0f'],
[0.15, '#1a1a2e'],
[0.3, '#16213e'],
[0.5, '#e94560'],
[0.75, '#ff6b35'],
[1.0, '#ffcc00']
],
colorbar: {
title: { text: 'L2 Delta', font: { color: '#999' } },
tickfont: { color: '#666' },
},
}], {
...darkLayout,
height: 350,
xaxis: {
title: { text: 'Layer', font: { color: '#888' } },
gridcolor: '#1a1a2e',
color: '#666',
},
yaxis: {
gridcolor: '#1a1a2e',
color: '#666',
},
}, { responsive: true });
// Attention vs MLP comparison
Plotly.newPlot('comparison', [
{
type: 'bar',
name: 'Attention (Q+K+V+O)',
x: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39],
y: [4.575347, 4.096104, 4.419846, 4.07824, 4.081676, 4.364475, 4.392682, 4.237894, 4.484479, 4.3734660000000005, 4.695772, 4.643074, 4.575292, 4.740116, 4.860011, 4.698286, 4.428114, 4.585742, 4.521234, 4.611271, 4.560254, 4.585089, 4.558319, 4.525233, 4.792215, 4.470088, 3.898654, 3.8846570000000002, 4.471793, 4.677516, 4.306436, 4.134691, 4.223257, 4.126155, 5.048313, 4.614912, 4.794385, 4.528714, 4.672563, 5.9879620000000005],
marker: { color: '#e94560' },
},
{
type: 'bar',
name: 'MLP (Gate+Up+Down)',
x: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39],
y: [6.074565, 5.710357, 5.842584, 5.913695, 5.930265, 5.962636, 6.119574, 6.364604, 6.5357769999999995, 6.719215, 7.074943, 6.788559, 6.844866, 6.949078, 6.872942999999999, 6.653262, 6.670427, 6.748172, 6.790343, 6.531165, 6.320946, 6.1505860000000006, 6.072846999999999, 6.096506, 5.913469, 5.972549, 5.817622, 5.842494, 5.810658, 5.852119, 5.852085000000001, 5.810002, 5.819032, 5.824812, 5.953538, 6.0189520000000005, 6.209522, 6.099497, 6.315692, 6.481749000000001],
marker: { color: '#ff6b35' },
},
], {
...darkLayout,
height: 350,
barmode: 'group',
xaxis: {
title: { text: 'Layer', font: { color: '#888' } },
gridcolor: '#1a1a2e',
color: '#666',
},
yaxis: {
title: { text: 'Total L2 Delta', font: { color: '#888' } },
gridcolor: '#1a1a2e',
color: '#666',
},
legend: {
font: { color: '#999' },
bgcolor: 'rgba(0,0,0,0)',
},
}, { responsive: true });
</script>
</body>
</html> |