GLM-5.2-NF4-Lloyd-Experts-GPTQ / L26_metrics.json
aidendle94's picture
NF4 Lloyd-codebook routed experts, all 75 MoE layers + fitted grids + per-expert metrics
a4cd625 verified
Raw
History Blame Contribute Delete
99.8 kB
[{"e": 0, "ne": 4737, "mode": "gptq", "rel_gptq": 0.12079, "rel_rtn": 0.18476, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.143271, "best": 0.139809, "lloyd": 0.120785}, "norm_ratio": 0.990499, "cos": 0.99268097, "off_hist": {"best": [[0.8384, 0.1616, 0.0], [0.8401, 0.1599, 0.0], [0.8435, 0.1565, 0.0]], "lloyd": [[0.662, 0.338, 0.0], [0.6663, 0.3337, 0.0], [0.6792, 0.3208, 0.0]]}}, {"e": 1, "ne": 19303, "mode": "gptq", "rel_gptq": 0.12568, "rel_rtn": 0.18585, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152182, "best": 0.145459, "lloyd": 0.125681}, "norm_ratio": 0.988353, "cos": 0.99207777, "off_hist": {"best": [[0.8382, 0.1618, 0.0], [0.8378, 0.1622, 0.0], [0.843, 0.157, 0.0]], "lloyd": [[0.6591, 0.3409, 0.0], [0.6587, 0.3413, 0.0], [0.67, 0.33, 0.0]]}}, {"e": 2, "ne": 11565, "mode": "gptq", "rel_gptq": 0.1164, "rel_rtn": 0.18108, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.140572, "best": 0.134677, "lloyd": 0.116399}, "norm_ratio": 0.98989, "cos": 0.99320805, "off_hist": {"best": [[0.8315, 0.1685, 0.0], [0.8362, 0.1638, 0.0], [0.8387, 0.1613, 0.0]], "lloyd": [[0.6471, 0.3529, 0.0], [0.6513, 0.3487, 0.0], [0.6607, 0.3393, 0.0]]}}, {"e": 3, "ne": 9053, "mode": "gptq", "rel_gptq": 0.11965, "rel_rtn": 0.17029, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.141749, "best": 0.138043, "lloyd": 0.119654}, "norm_ratio": 0.988286, "cos": 0.99282598, "off_hist": {"best": [[0.8221, 0.1779, 0.0], [0.8279, 0.1721, 0.0], [0.8396, 0.1604, 0.0]], "lloyd": [[0.6401, 0.3599, 0.0], [0.6432, 0.3568, 0.0], [0.6626, 0.3374, 0.0]]}}, {"e": 4, "ne": 7536, "mode": "gptq", "rel_gptq": 0.10775, "rel_rtn": 0.15658, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.127988, "best": 0.124463, "lloyd": 0.107753}, "norm_ratio": 0.990045, "cos": 0.99418622, "off_hist": {"best": [[0.8322, 0.1678, 0.0], [0.8307, 0.1693, 0.0], [0.8408, 0.1592, 0.0]], "lloyd": [[0.6473, 0.3527, 0.0], [0.646, 0.354, 0.0], [0.6656, 0.3344, 0.0]]}}, {"e": 5, "ne": 3002, "mode": "gptq", "rel_gptq": 0.1346, "rel_rtn": 0.18013, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.154953, "best": 0.155016, "lloyd": 0.134602}, "norm_ratio": 0.987625, "cos": 0.99090517, "off_hist": {"best": [[0.8329, 0.1671, 0.0], [0.8368, 0.1632, 0.0], [0.8408, 0.1592, 0.0]], "lloyd": [[0.6498, 0.3502, 0.0], [0.6567, 0.3433, 0.0], [0.6699, 0.3301, 0.0]]}}, {"e": 6, "ne": 5324, "mode": "gptq", "rel_gptq": 0.11629, "rel_rtn": 0.16424, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.136773, "best": 0.134466, "lloyd": 0.116289}, "norm_ratio": 0.988705, "cos": 0.99322575, "off_hist": {"best": [[0.8284, 0.1716, 0.0], [0.8339, 0.1661, 0.0], [0.8396, 0.1604, 0.0]], "lloyd": [[0.6474, 0.3526, 0.0], [0.6527, 0.3473, 0.0], [0.6653, 0.3347, 0.0]]}}, {"e": 7, "ne": 8804, "mode": "gptq", "rel_gptq": 0.08309, "rel_rtn": 0.14904, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.102641, "best": 0.09571, "lloyd": 0.083086}, "norm_ratio": 0.992119, "cos": 0.99655223, "off_hist": {"best": [[0.8173, 0.1827, 0.0], [0.8214, 0.1786, 0.0], [0.8318, 0.1682, 0.0]], "lloyd": [[0.6299, 0.3701, 0.0], [0.6348, 0.3652, 0.0], [0.6449, 0.3551, 0.0]]}}, {"e": 8, "ne": 7964, "mode": "gptq", "rel_gptq": 0.10591, "rel_rtn": 0.16398, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.127232, "best": 0.122603, "lloyd": 0.105913}, "norm_ratio": 0.990554, "cos": 0.99438274, "off_hist": {"best": [[0.8333, 0.1667, 0.0], [0.833, 0.167, 0.0], [0.8413, 0.1587, 0.0]], "lloyd": [[0.6519, 0.3481, 0.0], [0.6513, 0.3487, 0.0], [0.6682, 0.3318, 0.0]]}}, {"e": 9, "ne": 15465, "mode": "gptq", "rel_gptq": 0.10208, "rel_rtn": 0.16522, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.124274, "best": 0.117996, "lloyd": 0.102079}, "norm_ratio": 0.990512, "cos": 0.99478543, "off_hist": {"best": [[0.8336, 0.1664, 0.0], [0.8355, 0.1645, 0.0], [0.8437, 0.1563, 0.0]], "lloyd": [[0.6535, 0.3465, 0.0], [0.6543, 0.3457, 0.0], [0.6729, 0.3271, 0.0]]}}, {"e": 10, "ne": 7503, "mode": "gptq", "rel_gptq": 0.12597, "rel_rtn": 0.19365, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.15035, "best": 0.145393, "lloyd": 0.125967}, "norm_ratio": 0.989298, "cos": 0.99203825, "off_hist": {"best": [[0.8276, 0.1724, 0.0], [0.8296, 0.1704, 0.0], [0.8373, 0.1627, 0.0]], "lloyd": [[0.6367, 0.3633, 0.0], [0.6418, 0.3582, 0.0], [0.6574, 0.3426, 0.0]]}}, {"e": 11, "ne": 5941, "mode": "gptq", "rel_gptq": 0.10355, "rel_rtn": 0.15365, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.123066, "best": 0.119868, "lloyd": 0.10355}, "norm_ratio": 0.98956, "cos": 0.99463731, "off_hist": {"best": [[0.8308, 0.1692, 0.0], [0.8349, 0.1651, 0.0], [0.8436, 0.1564, 0.0]], "lloyd": [[0.656, 0.344, 0.0], [0.6588, 0.3412, 0.0], [0.6801, 0.3199, 0.0]]}}, {"e": 12, "ne": 6345, "mode": "gptq", "rel_gptq": 0.10998, "rel_rtn": 0.16112, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.130993, "best": 0.12737, "lloyd": 0.10998}, "norm_ratio": 0.989864, "cos": 0.99394214, "off_hist": {"best": [[0.8315, 0.1685, 0.0], [0.8369, 0.1631, 0.0], [0.8419, 0.1581, 0.0]], "lloyd": [[0.6586, 0.3414, 0.0], [0.664, 0.336, 0.0], [0.6733, 0.3267, 0.0]]}}, {"e": 13, "ne": 2638, "mode": "gptq", "rel_gptq": 0.14184, "rel_rtn": 0.19419, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.163883, "best": 0.163881, "lloyd": 0.141836}, "norm_ratio": 0.988925, "cos": 0.98989058, "off_hist": {"best": [[0.8308, 0.1692, 0.0], [0.8336, 0.1664, 0.0], [0.8383, 0.1617, 0.0]], "lloyd": [[0.6437, 0.3563, 0.0], [0.6478, 0.3522, 0.0], [0.6592, 0.3408, 0.0]]}}, {"e": 14, "ne": 5500, "mode": "gptq", "rel_gptq": 0.12758, "rel_rtn": 0.19133, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.151529, "best": 0.147485, "lloyd": 0.127579}, "norm_ratio": 0.98992, "cos": 0.99183035, "off_hist": {"best": [[0.8297, 0.1703, 0.0], [0.8338, 0.1662, 0.0], [0.8383, 0.1617, 0.0]], "lloyd": [[0.644, 0.356, 0.0], [0.649, 0.351, 0.0], [0.6555, 0.3445, 0.0]]}}, {"e": 15, "ne": 7584, "mode": "gptq", "rel_gptq": 0.11927, "rel_rtn": 0.19236, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.143543, "best": 0.137726, "lloyd": 0.11927}, "norm_ratio": 0.99025, "cos": 0.99286532, "off_hist": {"best": [[0.8326, 0.1674, 0.0], [0.8358, 0.1642, 0.0], [0.8379, 0.1621, 0.0]], "lloyd": [[0.6452, 0.3548, 0.0], [0.6521, 0.3479, 0.0], [0.6581, 0.3419, 0.0]]}}, {"e": 16, "ne": 15124, "mode": "gptq", "rel_gptq": 0.1126, "rel_rtn": 0.17181, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.135486, "best": 0.129731, "lloyd": 0.112598}, "norm_ratio": 0.989472, "cos": 0.99364936, "off_hist": {"best": [[0.8205, 0.1795, 0.0], [0.8269, 0.1731, 0.0], [0.8337, 0.1663, 0.0]], "lloyd": [[0.631, 0.369, 0.0], [0.6375, 0.3625, 0.0], [0.6482, 0.3518, 0.0]]}}, {"e": 17, "ne": 3042, "mode": "gptq", "rel_gptq": 0.12276, "rel_rtn": 0.16364, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.141677, "best": 0.141711, "lloyd": 0.122755}, "norm_ratio": 0.98693, "cos": 0.99245226, "off_hist": {"best": [[0.8286, 0.1714, 0.0], [0.8329, 0.1671, 0.0], [0.8383, 0.1617, 0.0]], "lloyd": [[0.6467, 0.3533, 0.0], [0.6507, 0.3493, 0.0], [0.6634, 0.3366, 0.0]]}}, {"e": 18, "ne": 3605, "mode": "gptq", "rel_gptq": 0.11806, "rel_rtn": 0.17956, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.137821, "best": 0.136096, "lloyd": 0.118065}, "norm_ratio": 0.991795, "cos": 0.99300659, "off_hist": {"best": [[0.8403, 0.1597, 0.0], [0.8423, 0.1577, 0.0], [0.8448, 0.1552, 0.0]], "lloyd": [[0.6735, 0.3265, 0.0], [0.6755, 0.3245, 0.0], [0.6829, 0.3171, 0.0]]}}, {"e": 19, "ne": 4582, "mode": "gptq", "rel_gptq": 0.11631, "rel_rtn": 0.18764, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.137803, "best": 0.134443, "lloyd": 0.116314}, "norm_ratio": 0.991387, "cos": 0.99321413, "off_hist": {"best": [[0.8322, 0.1678, 0.0], [0.8365, 0.1635, 0.0], [0.8441, 0.1559, 0.0]], "lloyd": [[0.6533, 0.3467, 0.0], [0.6606, 0.3394, 0.0], [0.6807, 0.3193, 0.0]]}}, {"e": 20, "ne": 6852, "mode": "gptq", "rel_gptq": 0.12763, "rel_rtn": 0.18633, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.151228, "best": 0.147278, "lloyd": 0.127635}, "norm_ratio": 0.988364, "cos": 0.99182725, "off_hist": {"best": [[0.8259, 0.1741, 0.0], [0.8307, 0.1693, 0.0], [0.8343, 0.1657, 0.0]], "lloyd": [[0.6385, 0.3615, 0.0], [0.6439, 0.3561, 0.0], [0.6494, 0.3506, 0.0]]}}, {"e": 21, "ne": 23719, "mode": "gptq", "rel_gptq": 0.11202, "rel_rtn": 0.18909, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.13791, "best": 0.129281, "lloyd": 0.112019}, "norm_ratio": 0.990482, "cos": 0.99371123, "off_hist": {"best": [[0.8304, 0.1696, 0.0], [0.8325, 0.1675, 0.0], [0.8379, 0.1621, 0.0]], "lloyd": [[0.6432, 0.3568, 0.0], [0.6462, 0.3538, 0.0], [0.6603, 0.3397, 0.0]]}}, {"e": 22, "ne": 9382, "mode": "gptq", "rel_gptq": 0.13004, "rel_rtn": 0.19273, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.155411, "best": 0.15045, "lloyd": 0.130043}, "norm_ratio": 0.989013, "cos": 0.99151152, "off_hist": {"best": [[0.835, 0.165, 0.0], [0.8373, 0.1627, 0.0], [0.8381, 0.1619, 0.0]], "lloyd": [[0.6519, 0.3481, 0.0], [0.655, 0.345, 0.0], [0.6598, 0.3402, 0.0]]}}, {"e": 23, "ne": 4540, "mode": "gptq", "rel_gptq": 0.11974, "rel_rtn": 0.17061, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.140347, "best": 0.13828, "lloyd": 0.119745}, "norm_ratio": 0.989238, "cos": 0.9928112, "off_hist": {"best": [[0.8222, 0.1778, 0.0], [0.8285, 0.1715, 0.0], [0.8413, 0.1587, 0.0]], "lloyd": [[0.6384, 0.3616, 0.0], [0.6425, 0.3575, 0.0], [0.6744, 0.3256, 0.0]]}}, {"e": 24, "ne": 5654, "mode": "gptq", "rel_gptq": 0.11462, "rel_rtn": 0.17764, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.135584, "best": 0.13187, "lloyd": 0.114622}, "norm_ratio": 0.990418, "cos": 0.99341375, "off_hist": {"best": [[0.8255, 0.1745, 0.0], [0.8304, 0.1696, 0.0], [0.8352, 0.1648, 0.0]], "lloyd": [[0.6369, 0.3631, 0.0], [0.6441, 0.3559, 0.0], [0.6568, 0.3432, 0.0]]}}, {"e": 25, "ne": 9095, "mode": "gptq", "rel_gptq": 0.11815, "rel_rtn": 0.17268, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.140823, "best": 0.136776, "lloyd": 0.118145}, "norm_ratio": 0.989613, "cos": 0.99300206, "off_hist": {"best": [[0.8374, 0.1626, 0.0], [0.8392, 0.1608, 0.0], [0.8437, 0.1563, 0.0]], "lloyd": [[0.6616, 0.3384, 0.0], [0.6639, 0.3361, 0.0], [0.6787, 0.3213, 0.0]]}}, {"e": 26, "ne": 6480, "mode": "gptq", "rel_gptq": 0.12052, "rel_rtn": 0.18981, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.144001, "best": 0.139409, "lloyd": 0.120518}, "norm_ratio": 0.990582, "cos": 0.99271357, "off_hist": {"best": [[0.8383, 0.1617, 0.0], [0.8396, 0.1604, 0.0], [0.8413, 0.1587, 0.0]], "lloyd": [[0.6574, 0.3426, 0.0], [0.6631, 0.3369, 0.0], [0.6717, 0.3283, 0.0]]}}, {"e": 27, "ne": 5225, "mode": "gptq", "rel_gptq": 0.1216, "rel_rtn": 0.1665, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.141523, "best": 0.141003, "lloyd": 0.1216}, "norm_ratio": 0.989001, "cos": 0.99258566, "off_hist": {"best": [[0.8365, 0.1635, 0.0], [0.8383, 0.1617, 0.0], [0.8457, 0.1543, 0.0]], "lloyd": [[0.6603, 0.3397, 0.0], [0.6638, 0.3362, 0.0], [0.6899, 0.3101, 0.0]]}}, {"e": 28, "ne": 7808, "mode": "gptq", "rel_gptq": 0.12535, "rel_rtn": 0.19162, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.14868, "best": 0.144514, "lloyd": 0.125349}, "norm_ratio": 0.989625, "cos": 0.99211586, "off_hist": {"best": [[0.829, 0.171, 0.0], [0.8322, 0.1678, 0.0], [0.8345, 0.1655, 0.0]], "lloyd": [[0.6444, 0.3556, 0.0], [0.6477, 0.3523, 0.0], [0.6518, 0.3482, 0.0]]}}, {"e": 29, "ne": 3504, "mode": "gptq", "rel_gptq": 0.14176, "rel_rtn": 0.18653, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.164393, "best": 0.165368, "lloyd": 0.141756}, "norm_ratio": 0.988656, "cos": 0.98990238, "off_hist": {"best": [[0.8422, 0.1578, 0.0], [0.843, 0.157, 0.0], [0.8452, 0.1548, 0.0]], "lloyd": [[0.6727, 0.3273, 0.0], [0.6777, 0.3223, 0.0], [0.6876, 0.3124, 0.0]]}}, {"e": 30, "ne": 19200, "mode": "gptq", "rel_gptq": 0.12025, "rel_rtn": 0.18949, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.146599, "best": 0.138407, "lloyd": 0.120246}, "norm_ratio": 0.989035, "cos": 0.992751, "off_hist": {"best": [[0.8243, 0.1757, 0.0], [0.8262, 0.1738, 0.0], [0.831, 0.169, 0.0]], "lloyd": [[0.6296, 0.3704, 0.0], [0.6345, 0.3655, 0.0], [0.6439, 0.3561, 0.0]]}}, {"e": 31, "ne": 4086, "mode": "gptq", "rel_gptq": 0.1371, "rel_rtn": 0.18278, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.158642, "best": 0.157912, "lloyd": 0.137104}, "norm_ratio": 0.987769, "cos": 0.99056059, "off_hist": {"best": [[0.8264, 0.1736, 0.0], [0.8322, 0.1678, 0.0], [0.8381, 0.1619, 0.0]], "lloyd": [[0.6385, 0.3615, 0.0], [0.6451, 0.3549, 0.0], [0.6621, 0.3379, 0.0]]}}, {"e": 32, "ne": 4377, "mode": "gptq", "rel_gptq": 0.12849, "rel_rtn": 0.17238, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.149565, "best": 0.148678, "lloyd": 0.128495}, "norm_ratio": 0.987981, "cos": 0.9917171, "off_hist": {"best": [[0.8328, 0.1672, 0.0], [0.8372, 0.1628, 0.0], [0.8428, 0.1572, 0.0]], "lloyd": [[0.6538, 0.3462, 0.0], [0.658, 0.342, 0.0], [0.6767, 0.3233, 0.0]]}}, {"e": 33, "ne": 5998, "mode": "gptq", "rel_gptq": 0.12278, "rel_rtn": 0.17607, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.144866, "best": 0.142328, "lloyd": 0.122775}, "norm_ratio": 0.989051, "cos": 0.99244034, "off_hist": {"best": [[0.83, 0.17, 0.0], [0.8325, 0.1675, 0.0], [0.8406, 0.1594, 0.0]], "lloyd": [[0.644, 0.356, 0.0], [0.649, 0.351, 0.0], [0.6638, 0.3362, 0.0]]}}, {"e": 34, "ne": 5831, "mode": "gptq", "rel_gptq": 0.11648, "rel_rtn": 0.19308, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.139816, "best": 0.134535, "lloyd": 0.116476}, "norm_ratio": 0.991028, "cos": 0.99319583, "off_hist": {"best": [[0.8375, 0.1625, 0.0], [0.8393, 0.1607, 0.0], [0.8409, 0.1591, 0.0]], "lloyd": [[0.6565, 0.3435, 0.0], [0.6617, 0.3383, 0.0], [0.6669, 0.3331, 0.0]]}}, {"e": 35, "ne": 5184, "mode": "gptq", "rel_gptq": 0.12765, "rel_rtn": 0.19795, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.151243, "best": 0.146928, "lloyd": 0.127646}, "norm_ratio": 0.989933, "cos": 0.99182159, "off_hist": {"best": [[0.8213, 0.1787, 0.0], [0.8234, 0.1766, 0.0], [0.828, 0.172, 0.0]], "lloyd": [[0.6285, 0.3715, 0.0], [0.6334, 0.3666, 0.0], [0.6386, 0.3614, 0.0]]}}, {"e": 36, "ne": 14361, "mode": "gptq", "rel_gptq": 0.12164, "rel_rtn": 0.18381, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.14688, "best": 0.140018, "lloyd": 0.121644}, "norm_ratio": 0.988359, "cos": 0.99258274, "off_hist": {"best": [[0.8174, 0.1826, 0.0], [0.8227, 0.1773, 0.0], [0.8308, 0.1692, 0.0]], "lloyd": [[0.6259, 0.3741, 0.0], [0.6311, 0.3689, 0.0], [0.6437, 0.3563, 0.0]]}}, {"e": 37, "ne": 12710, "mode": "gptq", "rel_gptq": 0.12041, "rel_rtn": 0.19051, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.146035, "best": 0.139213, "lloyd": 0.120413}, "norm_ratio": 0.989889, "cos": 0.99272799, "off_hist": {"best": [[0.8334, 0.1666, 0.0], [0.8355, 0.1645, 0.0], [0.8388, 0.1612, 0.0]], "lloyd": [[0.6472, 0.3528, 0.0], [0.6503, 0.3497, 0.0], [0.6578, 0.3422, 0.0]]}}, {"e": 38, "ne": 5914, "mode": "gptq", "rel_gptq": 0.12386, "rel_rtn": 0.17405, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.145083, "best": 0.143473, "lloyd": 0.123865}, "norm_ratio": 0.9894, "cos": 0.99230331, "off_hist": {"best": [[0.8357, 0.1643, 0.0], [0.8388, 0.1612, 0.0], [0.8427, 0.1573, 0.0]], "lloyd": [[0.6605, 0.3395, 0.0], [0.6645, 0.3355, 0.0], [0.6797, 0.3203, 0.0]]}}, {"e": 39, "ne": 13258, "mode": "gptq", "rel_gptq": 0.09342, "rel_rtn": 0.16652, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.115238, "best": 0.107912, "lloyd": 0.093424}, "norm_ratio": 0.992069, "cos": 0.99563283, "off_hist": {"best": [[0.83, 0.17, 0.0], [0.8339, 0.1661, 0.0], [0.8405, 0.1595, 0.0]], "lloyd": [[0.6487, 0.3513, 0.0], [0.6486, 0.3514, 0.0], [0.6679, 0.3321, 0.0]]}}, {"e": 40, "ne": 5327, "mode": "gptq", "rel_gptq": 0.10257, "rel_rtn": 0.15255, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.121253, "best": 0.118074, "lloyd": 0.102572}, "norm_ratio": 0.990197, "cos": 0.9947359, "off_hist": {"best": [[0.8135, 0.1865, 0.0], [0.8206, 0.1794, 0.0], [0.836, 0.164, 0.0]], "lloyd": [[0.6307, 0.3693, 0.0], [0.6342, 0.3658, 0.0], [0.6551, 0.3449, 0.0]]}}, {"e": 41, "ne": 5828, "mode": "gptq", "rel_gptq": 0.13049, "rel_rtn": 0.18323, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152788, "best": 0.150677, "lloyd": 0.130488}, "norm_ratio": 0.988265, "cos": 0.99145508, "off_hist": {"best": [[0.8268, 0.1732, 0.0], [0.8298, 0.1702, 0.0], [0.8365, 0.1635, 0.0]], "lloyd": [[0.6372, 0.3628, 0.0], [0.642, 0.358, 0.0], [0.6516, 0.3484, 0.0]]}}, {"e": 42, "ne": 3272, "mode": "gptq", "rel_gptq": 0.14562, "rel_rtn": 0.19335, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.16854, "best": 0.168196, "lloyd": 0.14562}, "norm_ratio": 0.987882, "cos": 0.98934174, "off_hist": {"best": [[0.8223, 0.1777, 0.0], [0.8268, 0.1732, 0.0], [0.8329, 0.1671, 0.0]], "lloyd": [[0.6295, 0.3705, 0.0], [0.6354, 0.3646, 0.0], [0.6457, 0.3543, 0.0]]}}, {"e": 43, "ne": 5026, "mode": "gptq", "rel_gptq": 0.12986, "rel_rtn": 0.18979, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152075, "best": 0.15036, "lloyd": 0.129856}, "norm_ratio": 0.990216, "cos": 0.99153382, "off_hist": {"best": [[0.8273, 0.1727, 0.0], [0.8319, 0.1681, 0.0], [0.8395, 0.1605, 0.0]], "lloyd": [[0.6412, 0.3588, 0.0], [0.6477, 0.3523, 0.0], [0.6643, 0.3357, 0.0]]}}, {"e": 44, "ne": 7431, "mode": "gptq", "rel_gptq": 0.11398, "rel_rtn": 0.17617, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.136404, "best": 0.132063, "lloyd": 0.11398}, "norm_ratio": 0.990524, "cos": 0.99348736, "off_hist": {"best": [[0.8304, 0.1696, 0.0], [0.8393, 0.1607, 0.0], [0.8445, 0.1555, 0.0]], "lloyd": [[0.6568, 0.3432, 0.0], [0.6653, 0.3347, 0.0], [0.6824, 0.3176, 0.0]]}}, {"e": 45, "ne": 16045, "mode": "gptq", "rel_gptq": 0.11328, "rel_rtn": 0.16641, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.13673, "best": 0.130924, "lloyd": 0.113284}, "norm_ratio": 0.988302, "cos": 0.99357671, "off_hist": {"best": [[0.8256, 0.1744, 0.0], [0.8302, 0.1698, 0.0], [0.8362, 0.1638, 0.0]], "lloyd": [[0.6372, 0.3628, 0.0], [0.6432, 0.3568, 0.0], [0.6584, 0.3416, 0.0]]}}, {"e": 46, "ne": 14186, "mode": "gptq", "rel_gptq": 0.11601, "rel_rtn": 0.1793, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.139834, "best": 0.133943, "lloyd": 0.116012}, "norm_ratio": 0.989709, "cos": 0.99325418, "off_hist": {"best": [[0.825, 0.175, 0.0], [0.8349, 0.1651, 0.0], [0.8408, 0.1592, 0.0]], "lloyd": [[0.6438, 0.3562, 0.0], [0.6547, 0.3453, 0.0], [0.6688, 0.3312, 0.0]]}}, {"e": 47, "ne": 10506, "mode": "gptq", "rel_gptq": 0.12402, "rel_rtn": 0.17952, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.147684, "best": 0.143768, "lloyd": 0.124023}, "norm_ratio": 0.988325, "cos": 0.99228716, "off_hist": {"best": [[0.8291, 0.1709, 0.0], [0.8335, 0.1665, 0.0], [0.8445, 0.1555, 0.0]], "lloyd": [[0.65, 0.35, 0.0], [0.6532, 0.3468, 0.0], [0.6888, 0.3112, 0.0]]}}, {"e": 48, "ne": 14817, "mode": "gptq", "rel_gptq": 0.12033, "rel_rtn": 0.19174, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.145613, "best": 0.138568, "lloyd": 0.120326}, "norm_ratio": 0.990129, "cos": 0.99273795, "off_hist": {"best": [[0.8298, 0.1702, 0.0], [0.8312, 0.1688, 0.0], [0.8368, 0.1632, 0.0]], "lloyd": [[0.6399, 0.3601, 0.0], [0.6435, 0.3565, 0.0], [0.6563, 0.3437, 0.0]]}}, {"e": 49, "ne": 9400, "mode": "gptq", "rel_gptq": 0.12134, "rel_rtn": 0.17925, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.143995, "best": 0.139758, "lloyd": 0.121343}, "norm_ratio": 0.987775, "cos": 0.99262249, "off_hist": {"best": [[0.8257, 0.1743, 0.0], [0.8313, 0.1687, 0.0], [0.8336, 0.1664, 0.0]], "lloyd": [[0.639, 0.361, 0.0], [0.6446, 0.3554, 0.0], [0.653, 0.347, 0.0]]}}, {"e": 50, "ne": 11951, "mode": "gptq", "rel_gptq": 0.12112, "rel_rtn": 0.19139, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.147015, "best": 0.139751, "lloyd": 0.121118}, "norm_ratio": 0.989475, "cos": 0.99264324, "off_hist": {"best": [[0.8299, 0.1701, 0.0], [0.8336, 0.1664, 0.0], [0.8334, 0.1666, 0.0]], "lloyd": [[0.641, 0.359, 0.0], [0.6453, 0.3547, 0.0], [0.6509, 0.3491, 0.0]]}}, {"e": 51, "ne": 5219, "mode": "gptq", "rel_gptq": 0.13163, "rel_rtn": 0.18151, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.153077, "best": 0.151822, "lloyd": 0.131631}, "norm_ratio": 0.987734, "cos": 0.99130517, "off_hist": {"best": [[0.8297, 0.1703, 0.0], [0.8345, 0.1655, 0.0], [0.8401, 0.1599, 0.0]], "lloyd": [[0.6436, 0.3564, 0.0], [0.65, 0.35, 0.0], [0.667, 0.333, 0.0]]}}, {"e": 52, "ne": 7468, "mode": "gptq", "rel_gptq": 0.12707, "rel_rtn": 0.18019, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.149865, "best": 0.146419, "lloyd": 0.127073}, "norm_ratio": 0.988159, "cos": 0.99190038, "off_hist": {"best": [[0.8188, 0.1812, 0.0], [0.8229, 0.1771, 0.0], [0.8316, 0.1684, 0.0]], "lloyd": [[0.6271, 0.3729, 0.0], [0.6339, 0.3661, 0.0], [0.6459, 0.3541, 0.0]]}}, {"e": 53, "ne": 4087, "mode": "gptq", "rel_gptq": 0.12512, "rel_rtn": 0.16692, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.144645, "best": 0.145212, "lloyd": 0.125121}, "norm_ratio": 0.987339, "cos": 0.99215305, "off_hist": {"best": [[0.8334, 0.1666, 0.0], [0.84, 0.16, 0.0], [0.8458, 0.1542, 0.0]], "lloyd": [[0.6636, 0.3364, 0.0], [0.6708, 0.3292, 0.0], [0.6918, 0.3082, 0.0]]}}, {"e": 54, "ne": 3439, "mode": "gptq", "rel_gptq": 0.13117, "rel_rtn": 0.17973, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152912, "best": 0.152172, "lloyd": 0.131174}, "norm_ratio": 0.988452, "cos": 0.99136353, "off_hist": {"best": [[0.8328, 0.1672, 0.0], [0.8375, 0.1625, 0.0], [0.8453, 0.1547, 0.0]], "lloyd": [[0.6538, 0.3462, 0.0], [0.6605, 0.3395, 0.0], [0.6825, 0.3175, 0.0]]}}, {"e": 55, "ne": 4210, "mode": "gptq", "rel_gptq": 0.12018, "rel_rtn": 0.17091, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.140557, "best": 0.138865, "lloyd": 0.12018}, "norm_ratio": 0.989697, "cos": 0.99275678, "off_hist": {"best": [[0.8333, 0.1667, 0.0], [0.8368, 0.1632, 0.0], [0.8408, 0.1592, 0.0]], "lloyd": [[0.651, 0.349, 0.0], [0.656, 0.344, 0.0], [0.6708, 0.3292, 0.0]]}}, {"e": 56, "ne": 6120, "mode": "gptq", "rel_gptq": 0.13079, "rel_rtn": 0.1728, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152926, "best": 0.151515, "lloyd": 0.130787}, "norm_ratio": 0.987183, "cos": 0.99141961, "off_hist": {"best": [[0.8301, 0.1699, 0.0], [0.8335, 0.1665, 0.0], [0.8402, 0.1598, 0.0]], "lloyd": [[0.6428, 0.3572, 0.0], [0.6501, 0.3499, 0.0], [0.6644, 0.3356, 0.0]]}}, {"e": 57, "ne": 7656, "mode": "gptq", "rel_gptq": 0.13033, "rel_rtn": 0.1926, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.155546, "best": 0.150556, "lloyd": 0.130331}, "norm_ratio": 0.988542, "cos": 0.99147493, "off_hist": {"best": [[0.8269, 0.1731, 0.0], [0.8313, 0.1687, 0.0], [0.8337, 0.1663, 0.0]], "lloyd": [[0.6374, 0.3626, 0.0], [0.6415, 0.3585, 0.0], [0.6498, 0.3502, 0.0]]}}, {"e": 58, "ne": 3414, "mode": "gptq", "rel_gptq": 0.12946, "rel_rtn": 0.17343, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.149304, "best": 0.14977, "lloyd": 0.129462}, "norm_ratio": 0.989306, "cos": 0.99158704, "off_hist": {"best": [[0.8294, 0.1706, 0.0], [0.836, 0.164, 0.0], [0.8432, 0.1568, 0.0]], "lloyd": [[0.6487, 0.3513, 0.0], [0.6552, 0.3448, 0.0], [0.6797, 0.3203, 0.0]]}}, {"e": 59, "ne": 7760, "mode": "gptq", "rel_gptq": 0.12821, "rel_rtn": 0.18562, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152338, "best": 0.148075, "lloyd": 0.12821}, "norm_ratio": 0.988073, "cos": 0.99175394, "off_hist": {"best": [[0.8329, 0.1671, 0.0], [0.8325, 0.1675, 0.0], [0.8421, 0.1579, 0.0]], "lloyd": [[0.6444, 0.3556, 0.0], [0.6479, 0.3521, 0.0], [0.6671, 0.3329, 0.0]]}}, {"e": 60, "ne": 4283, "mode": "gptq", "rel_gptq": 0.12382, "rel_rtn": 0.16927, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.143789, "best": 0.143583, "lloyd": 0.123816}, "norm_ratio": 0.989227, "cos": 0.99231005, "off_hist": {"best": [[0.8319, 0.1681, 0.0], [0.838, 0.162, 0.0], [0.845, 0.155, 0.0]], "lloyd": [[0.6577, 0.3423, 0.0], [0.6664, 0.3336, 0.0], [0.6838, 0.3162, 0.0]]}}, {"e": 61, "ne": 7640, "mode": "gptq", "rel_gptq": 0.12626, "rel_rtn": 0.18913, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150852, "best": 0.146384, "lloyd": 0.126264}, "norm_ratio": 0.989794, "cos": 0.99199915, "off_hist": {"best": [[0.8381, 0.1619, 0.0], [0.842, 0.158, 0.0], [0.845, 0.155, 0.0]], "lloyd": [[0.6625, 0.3375, 0.0], [0.6705, 0.3295, 0.0], [0.681, 0.319, 0.0]]}}, {"e": 62, "ne": 4413, "mode": "gptq", "rel_gptq": 0.13091, "rel_rtn": 0.17461, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.151148, "best": 0.151338, "lloyd": 0.130911}, "norm_ratio": 0.988014, "cos": 0.99139982, "off_hist": {"best": [[0.8335, 0.1665, 0.0], [0.8369, 0.1631, 0.0], [0.8421, 0.1579, 0.0]], "lloyd": [[0.6524, 0.3476, 0.0], [0.6593, 0.3407, 0.0], [0.6704, 0.3296, 0.0]]}}, {"e": 63, "ne": 5822, "mode": "gptq", "rel_gptq": 0.11389, "rel_rtn": 0.18343, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.134736, "best": 0.132081, "lloyd": 0.113891}, "norm_ratio": 0.992826, "cos": 0.99349356, "off_hist": {"best": [[0.84, 0.16, 0.0], [0.8432, 0.1568, 0.0], [0.8454, 0.1546, 0.0]], "lloyd": [[0.6712, 0.3288, 0.0], [0.6783, 0.3217, 0.0], [0.6999, 0.3001, 0.0]]}}, {"e": 64, "ne": 3956, "mode": "gptq", "rel_gptq": 0.1189, "rel_rtn": 0.18497, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.139711, "best": 0.137095, "lloyd": 0.118903}, "norm_ratio": 0.99113, "cos": 0.99290746, "off_hist": {"best": [[0.8256, 0.1744, 0.0], [0.8291, 0.1709, 0.0], [0.8394, 0.1606, 0.0]], "lloyd": [[0.6365, 0.3635, 0.0], [0.6404, 0.3596, 0.0], [0.6617, 0.3383, 0.0]]}}, {"e": 65, "ne": 8989, "mode": "gptq", "rel_gptq": 0.1255, "rel_rtn": 0.19062, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150753, "best": 0.14479, "lloyd": 0.125497}, "norm_ratio": 0.989035, "cos": 0.99209881, "off_hist": {"best": [[0.8283, 0.1717, 0.0], [0.8304, 0.1696, 0.0], [0.8347, 0.1653, 0.0]], "lloyd": [[0.6392, 0.3608, 0.0], [0.6424, 0.3576, 0.0], [0.649, 0.351, 0.0]]}}, {"e": 66, "ne": 16125, "mode": "gptq", "rel_gptq": 0.10177, "rel_rtn": 0.17145, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.124335, "best": 0.117294, "lloyd": 0.101766}, "norm_ratio": 0.990363, "cos": 0.99481833, "off_hist": {"best": [[0.8257, 0.1743, 0.0], [0.8294, 0.1706, 0.0], [0.8388, 0.1612, 0.0]], "lloyd": [[0.6369, 0.3631, 0.0], [0.64, 0.36, 0.0], [0.6596, 0.3404, 0.0]]}}, {"e": 67, "ne": 10573, "mode": "gptq", "rel_gptq": 0.1278, "rel_rtn": 0.19318, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152847, "best": 0.147549, "lloyd": 0.127802}, "norm_ratio": 0.98939, "cos": 0.99180269, "off_hist": {"best": [[0.8312, 0.1688, 0.0], [0.8342, 0.1658, 0.0], [0.8356, 0.1644, 0.0]], "lloyd": [[0.6444, 0.3556, 0.0], [0.6483, 0.3517, 0.0], [0.6509, 0.3491, 0.0]]}}, {"e": 68, "ne": 2019, "mode": "gptq", "rel_gptq": 0.13567, "rel_rtn": 0.18712, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.157086, "best": 0.156403, "lloyd": 0.135667}, "norm_ratio": 0.989298, "cos": 0.99075556, "off_hist": {"best": [[0.8354, 0.1646, 0.0], [0.8379, 0.1621, 0.0], [0.8457, 0.1543, 0.0]], "lloyd": [[0.6604, 0.3396, 0.0], [0.6675, 0.3325, 0.0], [0.6843, 0.3157, 0.0]]}}, {"e": 69, "ne": 5348, "mode": "gptq", "rel_gptq": 0.10697, "rel_rtn": 0.16118, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.126629, "best": 0.123767, "lloyd": 0.106967}, "norm_ratio": 0.990495, "cos": 0.99426973, "off_hist": {"best": [[0.8352, 0.1648, 0.0], [0.8395, 0.1605, 0.0], [0.8439, 0.1561, 0.0]], "lloyd": [[0.6593, 0.3407, 0.0], [0.6629, 0.3371, 0.0], [0.6782, 0.3218, 0.0]]}}, {"e": 70, "ne": 4059, "mode": "gptq", "rel_gptq": 0.12407, "rel_rtn": 0.1723, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.144588, "best": 0.14418, "lloyd": 0.124065}, "norm_ratio": 0.989181, "cos": 0.99227899, "off_hist": {"best": [[0.8375, 0.1625, 0.0], [0.8414, 0.1586, 0.0], [0.8447, 0.1553, 0.0]], "lloyd": [[0.6657, 0.3343, 0.0], [0.6711, 0.3289, 0.0], [0.6869, 0.3131, 0.0]]}}, {"e": 71, "ne": 5744, "mode": "gptq", "rel_gptq": 0.11949, "rel_rtn": 0.18728, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.142779, "best": 0.138029, "lloyd": 0.119494}, "norm_ratio": 0.990475, "cos": 0.99283767, "off_hist": {"best": [[0.8354, 0.1646, 0.0], [0.8374, 0.1626, 0.0], [0.8391, 0.1609, 0.0]], "lloyd": [[0.65, 0.35, 0.0], [0.6559, 0.3441, 0.0], [0.6594, 0.3406, 0.0]]}}, {"e": 72, "ne": 7828, "mode": "gptq", "rel_gptq": 0.11785, "rel_rtn": 0.18852, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.1412, "best": 0.135761, "lloyd": 0.117851}, "norm_ratio": 0.990068, "cos": 0.99303579, "off_hist": {"best": [[0.8238, 0.1762, 0.0], [0.8258, 0.1742, 0.0], [0.8329, 0.1671, 0.0]], "lloyd": [[0.6329, 0.3671, 0.0], [0.6356, 0.3644, 0.0], [0.6483, 0.3517, 0.0]]}}, {"e": 73, "ne": 1466, "mode": "gptq", "rel_gptq": 0.13844, "rel_rtn": 0.18461, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.158482, "best": 0.159661, "lloyd": 0.138441}, "norm_ratio": 0.9878, "cos": 0.99037397, "off_hist": {"best": [[0.8341, 0.1659, 0.0], [0.8386, 0.1614, 0.0], [0.8431, 0.1569, 0.0]], "lloyd": [[0.6561, 0.3439, 0.0], [0.6638, 0.3362, 0.0], [0.6789, 0.3211, 0.0]]}}, {"e": 74, "ne": 5716, "mode": "gptq", "rel_gptq": 0.13392, "rel_rtn": 0.18656, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.156246, "best": 0.154283, "lloyd": 0.133919}, "norm_ratio": 0.988402, "cos": 0.99099565, "off_hist": {"best": [[0.8347, 0.1653, 0.0], [0.8348, 0.1652, 0.0], [0.8421, 0.1579, 0.0]], "lloyd": [[0.6455, 0.3545, 0.0], [0.6504, 0.3496, 0.0], [0.6731, 0.3269, 0.0]]}}, {"e": 75, "ne": 6155, "mode": "gptq", "rel_gptq": 0.10507, "rel_rtn": 0.15901, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.125273, "best": 0.12128, "lloyd": 0.105071}, "norm_ratio": 0.990071, "cos": 0.99447453, "off_hist": {"best": [[0.8214, 0.1786, 0.0], [0.8258, 0.1742, 0.0], [0.8347, 0.1653, 0.0]], "lloyd": [[0.6339, 0.3661, 0.0], [0.6371, 0.3629, 0.0], [0.653, 0.347, 0.0]]}}, {"e": 76, "ne": 4348, "mode": "gptq", "rel_gptq": 0.10711, "rel_rtn": 0.165, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.126712, "best": 0.123756, "lloyd": 0.107114}, "norm_ratio": 0.990829, "cos": 0.99425262, "off_hist": {"best": [[0.8224, 0.1776, 0.0], [0.8305, 0.1695, 0.0], [0.8414, 0.1586, 0.0]], "lloyd": [[0.6531, 0.3469, 0.0], [0.656, 0.344, 0.0], [0.6762, 0.3238, 0.0]]}}, {"e": 77, "ne": 3394, "mode": "gptq", "rel_gptq": 0.12645, "rel_rtn": 0.18014, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.147431, "best": 0.146132, "lloyd": 0.126446}, "norm_ratio": 0.989112, "cos": 0.99197757, "off_hist": {"best": [[0.8299, 0.1701, 0.0], [0.8356, 0.1644, 0.0], [0.8403, 0.1597, 0.0]], "lloyd": [[0.6477, 0.3523, 0.0], [0.6561, 0.3439, 0.0], [0.6681, 0.3319, 0.0]]}}, {"e": 78, "ne": 10063, "mode": "gptq", "rel_gptq": 0.12569, "rel_rtn": 0.18855, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150822, "best": 0.145151, "lloyd": 0.125695}, "norm_ratio": 0.989215, "cos": 0.99207306, "off_hist": {"best": [[0.8318, 0.1682, 0.0], [0.8344, 0.1656, 0.0], [0.8388, 0.1612, 0.0]], "lloyd": [[0.6473, 0.3527, 0.0], [0.6523, 0.3477, 0.0], [0.66, 0.34, 0.0]]}}, {"e": 79, "ne": 7551, "mode": "gptq", "rel_gptq": 0.11715, "rel_rtn": 0.17229, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.138615, "best": 0.135344, "lloyd": 0.117145}, "norm_ratio": 0.989373, "cos": 0.99312186, "off_hist": {"best": [[0.8301, 0.1699, 0.0], [0.8341, 0.1659, 0.0], [0.8425, 0.1575, 0.0]], "lloyd": [[0.6485, 0.3515, 0.0], [0.6516, 0.3484, 0.0], [0.6749, 0.3251, 0.0]]}}, {"e": 80, "ne": 6049, "mode": "gptq", "rel_gptq": 0.1111, "rel_rtn": 0.16649, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.131142, "best": 0.128686, "lloyd": 0.111099}, "norm_ratio": 0.989771, "cos": 0.99381763, "off_hist": {"best": [[0.825, 0.175, 0.0], [0.8328, 0.1672, 0.0], [0.8456, 0.1544, 0.0]], "lloyd": [[0.6508, 0.3492, 0.0], [0.6534, 0.3466, 0.0], [0.6889, 0.3111, 0.0]]}}, {"e": 81, "ne": 8729, "mode": "gptq", "rel_gptq": 0.11769, "rel_rtn": 0.17356, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.139986, "best": 0.136012, "lloyd": 0.117688}, "norm_ratio": 0.988965, "cos": 0.99305904, "off_hist": {"best": [[0.8273, 0.1727, 0.0], [0.8329, 0.1671, 0.0], [0.8389, 0.1611, 0.0]], "lloyd": [[0.6417, 0.3583, 0.0], [0.6487, 0.3513, 0.0], [0.6609, 0.3391, 0.0]]}}, {"e": 82, "ne": 8081, "mode": "gptq", "rel_gptq": 0.12502, "rel_rtn": 0.19562, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150451, "best": 0.144791, "lloyd": 0.125022}, "norm_ratio": 0.990306, "cos": 0.99215579, "off_hist": {"best": [[0.8352, 0.1648, 0.0], [0.8383, 0.1617, 0.0], [0.8386, 0.1614, 0.0]], "lloyd": [[0.6521, 0.3479, 0.0], [0.6553, 0.3447, 0.0], [0.6576, 0.3424, 0.0]]}}, {"e": 83, "ne": 2864, "mode": "gptq", "rel_gptq": 0.12248, "rel_rtn": 0.17113, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.14238, "best": 0.142105, "lloyd": 0.122478}, "norm_ratio": 0.989398, "cos": 0.99247593, "off_hist": {"best": [[0.8329, 0.1671, 0.0], [0.8387, 0.1613, 0.0], [0.8447, 0.1553, 0.0]], "lloyd": [[0.6573, 0.3427, 0.0], [0.6635, 0.3365, 0.0], [0.6865, 0.3135, 0.0]]}}, {"e": 84, "ne": 6449, "mode": "gptq", "rel_gptq": 0.12587, "rel_rtn": 0.17521, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.147815, "best": 0.145519, "lloyd": 0.125867}, "norm_ratio": 0.988474, "cos": 0.99205363, "off_hist": {"best": [[0.8244, 0.1756, 0.0], [0.8329, 0.1671, 0.0], [0.8416, 0.1584, 0.0]], "lloyd": [[0.6453, 0.3547, 0.0], [0.6523, 0.3477, 0.0], [0.6745, 0.3255, 0.0]]}}, {"e": 85, "ne": 4841, "mode": "gptq", "rel_gptq": 0.12253, "rel_rtn": 0.17084, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.14385, "best": 0.141534, "lloyd": 0.122525}, "norm_ratio": 0.988044, "cos": 0.99247521, "off_hist": {"best": [[0.8266, 0.1734, 0.0], [0.8328, 0.1672, 0.0], [0.8396, 0.1604, 0.0]], "lloyd": [[0.6455, 0.3545, 0.0], [0.6501, 0.3499, 0.0], [0.6664, 0.3336, 0.0]]}}, {"e": 86, "ne": 4102, "mode": "gptq", "rel_gptq": 0.12327, "rel_rtn": 0.16314, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.142257, "best": 0.142922, "lloyd": 0.123269}, "norm_ratio": 0.988257, "cos": 0.99238175, "off_hist": {"best": [[0.834, 0.166, 0.0], [0.8372, 0.1628, 0.0], [0.8456, 0.1544, 0.0]], "lloyd": [[0.6616, 0.3384, 0.0], [0.6667, 0.3333, 0.0], [0.6867, 0.3133, 0.0]]}}, {"e": 87, "ne": 27122, "mode": "gptq", "rel_gptq": 0.11125, "rel_rtn": 0.17092, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.136072, "best": 0.128727, "lloyd": 0.111248}, "norm_ratio": 0.989112, "cos": 0.99380386, "off_hist": {"best": [[0.8354, 0.1646, 0.0], [0.836, 0.164, 0.0], [0.8446, 0.1554, 0.0]], "lloyd": [[0.6555, 0.3445, 0.0], [0.658, 0.342, 0.0], [0.6776, 0.3224, 0.0]]}}, {"e": 88, "ne": 27674, "mode": "gptq", "rel_gptq": 0.11339, "rel_rtn": 0.17929, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.138404, "best": 0.130978, "lloyd": 0.113392}, "norm_ratio": 0.989449, "cos": 0.99355888, "off_hist": {"best": [[0.8256, 0.1744, 0.0], [0.8334, 0.1666, 0.0], [0.8393, 0.1607, 0.0]], "lloyd": [[0.6416, 0.3584, 0.0], [0.6493, 0.3507, 0.0], [0.6648, 0.3352, 0.0]]}}, {"e": 89, "ne": 8505, "mode": "gptq", "rel_gptq": 0.12787, "rel_rtn": 0.19281, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.153095, "best": 0.14775, "lloyd": 0.127871}, "norm_ratio": 0.988956, "cos": 0.99179488, "off_hist": {"best": [[0.8311, 0.1689, 0.0], [0.8332, 0.1668, 0.0], [0.835, 0.165, 0.0]], "lloyd": [[0.6415, 0.3585, 0.0], [0.6444, 0.3556, 0.0], [0.6518, 0.3482, 0.0]]}}, {"e": 90, "ne": 4958, "mode": "gptq", "rel_gptq": 0.14152, "rel_rtn": 0.18801, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.164601, "best": 0.16402, "lloyd": 0.141518}, "norm_ratio": 0.988397, "cos": 0.98993695, "off_hist": {"best": [[0.8357, 0.1643, 0.0], [0.8371, 0.1629, 0.0], [0.8426, 0.1574, 0.0]], "lloyd": [[0.6524, 0.3476, 0.0], [0.6567, 0.3433, 0.0], [0.6697, 0.3303, 0.0]]}}, {"e": 91, "ne": 19974, "mode": "gptq", "rel_gptq": 0.11403, "rel_rtn": 0.17527, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.138729, "best": 0.132333, "lloyd": 0.114034}, "norm_ratio": 0.990744, "cos": 0.99348062, "off_hist": {"best": [[0.8437, 0.1563, 0.0], [0.8429, 0.1571, 0.0], [0.8451, 0.1549, 0.0]], "lloyd": [[0.6812, 0.3188, 0.0], [0.6732, 0.3268, 0.0], [0.6842, 0.3158, 0.0]]}}, {"e": 92, "ne": 5395, "mode": "gptq", "rel_gptq": 0.12099, "rel_rtn": 0.18312, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.143425, "best": 0.140319, "lloyd": 0.120988}, "norm_ratio": 0.990548, "cos": 0.99265611, "off_hist": {"best": [[0.8343, 0.1657, 0.0], [0.8372, 0.1628, 0.0], [0.843, 0.157, 0.0]], "lloyd": [[0.6541, 0.3459, 0.0], [0.6582, 0.3418, 0.0], [0.6774, 0.3226, 0.0]]}}, {"e": 93, "ne": 4870, "mode": "gptq", "rel_gptq": 0.12907, "rel_rtn": 0.17406, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150298, "best": 0.148683, "lloyd": 0.129068}, "norm_ratio": 0.986979, "cos": 0.99164671, "off_hist": {"best": [[0.8185, 0.1815, 0.0], [0.8244, 0.1756, 0.0], [0.8324, 0.1676, 0.0]], "lloyd": [[0.6272, 0.3728, 0.0], [0.6323, 0.3677, 0.0], [0.6478, 0.3522, 0.0]]}}, {"e": 94, "ne": 5502, "mode": "gptq", "rel_gptq": 0.10862, "rel_rtn": 0.16142, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.128504, "best": 0.125404, "lloyd": 0.108622}, "norm_ratio": 0.989362, "cos": 0.99409443, "off_hist": {"best": [[0.8287, 0.1713, 0.0], [0.8327, 0.1673, 0.0], [0.8406, 0.1594, 0.0]], "lloyd": [[0.6458, 0.3542, 0.0], [0.6513, 0.3487, 0.0], [0.6659, 0.3341, 0.0]]}}, {"e": 95, "ne": 4753, "mode": "gptq", "rel_gptq": 0.13142, "rel_rtn": 0.17471, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152446, "best": 0.152275, "lloyd": 0.131423}, "norm_ratio": 0.988247, "cos": 0.99133122, "off_hist": {"best": [[0.8375, 0.1625, 0.0], [0.8399, 0.1601, 0.0], [0.8441, 0.1559, 0.0]], "lloyd": [[0.6639, 0.3361, 0.0], [0.6666, 0.3334, 0.0], [0.6821, 0.3179, 0.0]]}}, {"e": 96, "ne": 9414, "mode": "gptq", "rel_gptq": 0.08799, "rel_rtn": 0.14538, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.107222, "best": 0.10096, "lloyd": 0.087992}, "norm_ratio": 0.990205, "cos": 0.99613869, "off_hist": {"best": [[0.8178, 0.1822, 0.0], [0.8231, 0.1769, 0.0], [0.8265, 0.1735, 0.0]], "lloyd": [[0.6306, 0.3694, 0.0], [0.6344, 0.3656, 0.0], [0.6382, 0.3618, 0.0]]}}, {"e": 97, "ne": 6697, "mode": "gptq", "rel_gptq": 0.13229, "rel_rtn": 0.19394, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.156195, "best": 0.15242, "lloyd": 0.132291}, "norm_ratio": 0.988432, "cos": 0.99121487, "off_hist": {"best": [[0.8263, 0.1737, 0.0], [0.8301, 0.1699, 0.0], [0.8321, 0.1679, 0.0]], "lloyd": [[0.6353, 0.3647, 0.0], [0.6393, 0.3607, 0.0], [0.6469, 0.3531, 0.0]]}}, {"e": 98, "ne": 6773, "mode": "gptq", "rel_gptq": 0.10585, "rel_rtn": 0.1657, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.126272, "best": 0.122027, "lloyd": 0.105847}, "norm_ratio": 0.989981, "cos": 0.99439228, "off_hist": {"best": [[0.818, 0.182, 0.0], [0.8269, 0.1731, 0.0], [0.8322, 0.1678, 0.0]], "lloyd": [[0.6368, 0.3632, 0.0], [0.6439, 0.3561, 0.0], [0.65, 0.35, 0.0]]}}, {"e": 99, "ne": 2904, "mode": "gptq", "rel_gptq": 0.136, "rel_rtn": 0.1765, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.156306, "best": 0.157136, "lloyd": 0.136003}, "norm_ratio": 0.988404, "cos": 0.99071103, "off_hist": {"best": [[0.8287, 0.1713, 0.0], [0.835, 0.165, 0.0], [0.8416, 0.1584, 0.0]], "lloyd": [[0.6482, 0.3518, 0.0], [0.658, 0.342, 0.0], [0.6745, 0.3255, 0.0]]}}, {"e": 100, "ne": 9704, "mode": "gptq", "rel_gptq": 0.11876, "rel_rtn": 0.18191, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.141901, "best": 0.137681, "lloyd": 0.118763}, "norm_ratio": 0.989799, "cos": 0.99292743, "off_hist": {"best": [[0.8293, 0.1707, 0.0], [0.8318, 0.1682, 0.0], [0.8399, 0.1601, 0.0]], "lloyd": [[0.6422, 0.3578, 0.0], [0.6473, 0.3527, 0.0], [0.6626, 0.3374, 0.0]]}}, {"e": 101, "ne": 2016, "mode": "gptq", "rel_gptq": 0.11747, "rel_rtn": 0.16188, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.135405, "best": 0.136106, "lloyd": 0.117468}, "norm_ratio": 0.989282, "cos": 0.99308389, "off_hist": {"best": [[0.8316, 0.1684, 0.0], [0.8345, 0.1655, 0.0], [0.8445, 0.1555, 0.0]], "lloyd": [[0.6636, 0.3364, 0.0], [0.6602, 0.3398, 0.0], [0.6875, 0.3125, 0.0]]}}, {"e": 102, "ne": 6434, "mode": "gptq", "rel_gptq": 0.12325, "rel_rtn": 0.18808, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.145739, "best": 0.142029, "lloyd": 0.123252}, "norm_ratio": 0.989163, "cos": 0.99238056, "off_hist": {"best": [[0.825, 0.175, 0.0], [0.8274, 0.1726, 0.0], [0.8321, 0.1679, 0.0]], "lloyd": [[0.6329, 0.3671, 0.0], [0.6367, 0.3633, 0.0], [0.6453, 0.3547, 0.0]]}}, {"e": 103, "ne": 3524, "mode": "gptq", "rel_gptq": 0.12869, "rel_rtn": 0.17177, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.149123, "best": 0.148717, "lloyd": 0.128689}, "norm_ratio": 0.988495, "cos": 0.99169028, "off_hist": {"best": [[0.8238, 0.1762, 0.0], [0.8281, 0.1719, 0.0], [0.8421, 0.1579, 0.0]], "lloyd": [[0.637, 0.363, 0.0], [0.6416, 0.3584, 0.0], [0.6692, 0.3308, 0.0]]}}, {"e": 104, "ne": 6026, "mode": "gptq", "rel_gptq": 0.14078, "rel_rtn": 0.18629, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.164123, "best": 0.162293, "lloyd": 0.140777}, "norm_ratio": 0.987377, "cos": 0.99004489, "off_hist": {"best": [[0.8303, 0.1697, 0.0], [0.8341, 0.1659, 0.0], [0.8379, 0.1621, 0.0]], "lloyd": [[0.6453, 0.3547, 0.0], [0.6478, 0.3522, 0.0], [0.6572, 0.3428, 0.0]]}}, {"e": 105, "ne": 7160, "mode": "gptq", "rel_gptq": 0.1244, "rel_rtn": 0.17975, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.146796, "best": 0.143143, "lloyd": 0.124404}, "norm_ratio": 0.988868, "cos": 0.99223745, "off_hist": {"best": [[0.8235, 0.1765, 0.0], [0.8285, 0.1715, 0.0], [0.8352, 0.1648, 0.0]], "lloyd": [[0.6334, 0.3666, 0.0], [0.641, 0.359, 0.0], [0.6528, 0.3472, 0.0]]}}, {"e": 106, "ne": 11352, "mode": "gptq", "rel_gptq": 0.12775, "rel_rtn": 0.19008, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152613, "best": 0.147507, "lloyd": 0.127746}, "norm_ratio": 0.988632, "cos": 0.99181193, "off_hist": {"best": [[0.8313, 0.1687, 0.0], [0.833, 0.167, 0.0], [0.839, 0.161, 0.0]], "lloyd": [[0.6436, 0.3564, 0.0], [0.6479, 0.3521, 0.0], [0.6588, 0.3412, 0.0]]}}, {"e": 107, "ne": 4006, "mode": "gptq", "rel_gptq": 0.13892, "rel_rtn": 0.19251, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.162346, "best": 0.161297, "lloyd": 0.138923}, "norm_ratio": 0.988859, "cos": 0.99030423, "off_hist": {"best": [[0.8355, 0.1645, 0.0], [0.8401, 0.1599, 0.0], [0.842, 0.158, 0.0]], "lloyd": [[0.656, 0.344, 0.0], [0.6616, 0.3384, 0.0], [0.6739, 0.3261, 0.0]]}}, {"e": 108, "ne": 4103, "mode": "gptq", "rel_gptq": 0.12959, "rel_rtn": 0.17936, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150058, "best": 0.149344, "lloyd": 0.129592}, "norm_ratio": 0.987768, "cos": 0.99157476, "off_hist": {"best": [[0.832, 0.168, 0.0], [0.8361, 0.1639, 0.0], [0.8418, 0.1582, 0.0]], "lloyd": [[0.6521, 0.3479, 0.0], [0.6548, 0.3452, 0.0], [0.669, 0.331, 0.0]]}}, {"e": 109, "ne": 9925, "mode": "gptq", "rel_gptq": 0.1193, "rel_rtn": 0.18859, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.14411, "best": 0.137882, "lloyd": 0.119299}, "norm_ratio": 0.989294, "cos": 0.99286485, "off_hist": {"best": [[0.829, 0.171, 0.0], [0.8299, 0.1701, 0.0], [0.8354, 0.1646, 0.0]], "lloyd": [[0.6379, 0.3621, 0.0], [0.6426, 0.3574, 0.0], [0.6532, 0.3468, 0.0]]}}, {"e": 110, "ne": 5793, "mode": "gptq", "rel_gptq": 0.11329, "rel_rtn": 0.16773, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.133168, "best": 0.130317, "lloyd": 0.113289}, "norm_ratio": 0.989491, "cos": 0.99357045, "off_hist": {"best": [[0.8199, 0.1801, 0.0], [0.8215, 0.1785, 0.0], [0.8332, 0.1668, 0.0]], "lloyd": [[0.639, 0.361, 0.0], [0.6347, 0.3653, 0.0], [0.6537, 0.3463, 0.0]]}}, {"e": 111, "ne": 3719, "mode": "gptq", "rel_gptq": 0.11977, "rel_rtn": 0.18202, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.140715, "best": 0.138995, "lloyd": 0.119771}, "norm_ratio": 0.991011, "cos": 0.99280322, "off_hist": {"best": [[0.8347, 0.1653, 0.0], [0.8376, 0.1624, 0.0], [0.8439, 0.1561, 0.0]], "lloyd": [[0.6556, 0.3444, 0.0], [0.6626, 0.3374, 0.0], [0.6783, 0.3217, 0.0]]}}, {"e": 112, "ne": 8783, "mode": "gptq", "rel_gptq": 0.11951, "rel_rtn": 0.1886, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.143323, "best": 0.138202, "lloyd": 0.119511}, "norm_ratio": 0.990173, "cos": 0.99283642, "off_hist": {"best": [[0.8291, 0.1709, 0.0], [0.8316, 0.1684, 0.0], [0.835, 0.165, 0.0]], "lloyd": [[0.6412, 0.3588, 0.0], [0.6445, 0.3555, 0.0], [0.6524, 0.3476, 0.0]]}}, {"e": 113, "ne": 13791, "mode": "gptq", "rel_gptq": 0.10787, "rel_rtn": 0.17211, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.131035, "best": 0.124801, "lloyd": 0.10787}, "norm_ratio": 0.990229, "cos": 0.99417275, "off_hist": {"best": [[0.8343, 0.1657, 0.0], [0.8362, 0.1638, 0.0], [0.8415, 0.1585, 0.0]], "lloyd": [[0.6509, 0.3491, 0.0], [0.6531, 0.3469, 0.0], [0.6658, 0.3342, 0.0]]}}, {"e": 114, "ne": 5728, "mode": "gptq", "rel_gptq": 0.13099, "rel_rtn": 0.17861, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152653, "best": 0.151668, "lloyd": 0.130987}, "norm_ratio": 0.988275, "cos": 0.99138892, "off_hist": {"best": [[0.8329, 0.1671, 0.0], [0.8383, 0.1617, 0.0], [0.8428, 0.1572, 0.0]], "lloyd": [[0.6522, 0.3478, 0.0], [0.66, 0.34, 0.0], [0.6739, 0.3261, 0.0]]}}, {"e": 115, "ne": 4718, "mode": "gptq", "rel_gptq": 0.12788, "rel_rtn": 0.18578, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150247, "best": 0.14799, "lloyd": 0.127879}, "norm_ratio": 0.990313, "cos": 0.99179077, "off_hist": {"best": [[0.8373, 0.1627, 0.0], [0.8399, 0.1601, 0.0], [0.8442, 0.1558, 0.0]], "lloyd": [[0.6616, 0.3384, 0.0], [0.6671, 0.3329, 0.0], [0.6787, 0.3213, 0.0]]}}, {"e": 116, "ne": 15699, "mode": "gptq", "rel_gptq": 0.11947, "rel_rtn": 0.18891, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.145239, "best": 0.137995, "lloyd": 0.119474}, "norm_ratio": 0.989461, "cos": 0.99284309, "off_hist": {"best": [[0.8327, 0.1673, 0.0], [0.8341, 0.1659, 0.0], [0.8384, 0.1616, 0.0]], "lloyd": [[0.647, 0.353, 0.0], [0.6517, 0.3483, 0.0], [0.6593, 0.3407, 0.0]]}}, {"e": 117, "ne": 4773, "mode": "gptq", "rel_gptq": 0.13065, "rel_rtn": 0.18027, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152352, "best": 0.150936, "lloyd": 0.130653}, "norm_ratio": 0.988608, "cos": 0.99143231, "off_hist": {"best": [[0.8298, 0.1702, 0.0], [0.8363, 0.1637, 0.0], [0.8422, 0.1578, 0.0]], "lloyd": [[0.6474, 0.3526, 0.0], [0.6587, 0.3413, 0.0], [0.6724, 0.3276, 0.0]]}}, {"e": 118, "ne": 4463, "mode": "gptq", "rel_gptq": 0.12331, "rel_rtn": 0.18199, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.145425, "best": 0.142134, "lloyd": 0.123308}, "norm_ratio": 0.989689, "cos": 0.99237204, "off_hist": {"best": [[0.8264, 0.1736, 0.0], [0.8269, 0.1731, 0.0], [0.8365, 0.1635, 0.0]], "lloyd": [[0.6328, 0.3672, 0.0], [0.6381, 0.3619, 0.0], [0.6551, 0.3449, 0.0]]}}, {"e": 119, "ne": 10810, "mode": "gptq", "rel_gptq": 0.09859, "rel_rtn": 0.16044, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.119917, "best": 0.113303, "lloyd": 0.098593}, "norm_ratio": 0.990706, "cos": 0.99513763, "off_hist": {"best": [[0.8165, 0.1835, 0.0], [0.8217, 0.1783, 0.0], [0.8313, 0.1687, 0.0]], "lloyd": [[0.6268, 0.3732, 0.0], [0.6297, 0.3703, 0.0], [0.6449, 0.3551, 0.0]]}}, {"e": 120, "ne": 9979, "mode": "gptq", "rel_gptq": 0.11658, "rel_rtn": 0.16479, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.138525, "best": 0.134807, "lloyd": 0.116582}, "norm_ratio": 0.988248, "cos": 0.99319333, "off_hist": {"best": [[0.8326, 0.1674, 0.0], [0.8354, 0.1646, 0.0], [0.8429, 0.1571, 0.0]], "lloyd": [[0.6533, 0.3467, 0.0], [0.6578, 0.3422, 0.0], [0.6741, 0.3259, 0.0]]}}, {"e": 121, "ne": 3519, "mode": "gptq", "rel_gptq": 0.1239, "rel_rtn": 0.17965, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.14507, "best": 0.143352, "lloyd": 0.123901}, "norm_ratio": 0.988786, "cos": 0.99230087, "off_hist": {"best": [[0.8326, 0.1674, 0.0], [0.8401, 0.1599, 0.0], [0.8422, 0.1578, 0.0]], "lloyd": [[0.6653, 0.3347, 0.0], [0.6742, 0.3258, 0.0], [0.6771, 0.3229, 0.0]]}}, {"e": 122, "ne": 4103, "mode": "gptq", "rel_gptq": 0.09882, "rel_rtn": 0.16818, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.118569, "best": 0.114354, "lloyd": 0.098816}, "norm_ratio": 0.992441, "cos": 0.99510932, "off_hist": {"best": [[0.8274, 0.1726, 0.0], [0.833, 0.167, 0.0], [0.8374, 0.1626, 0.0]], "lloyd": [[0.6413, 0.3587, 0.0], [0.6475, 0.3525, 0.0], [0.6557, 0.3443, 0.0]]}}, {"e": 123, "ne": 2757, "mode": "gptq", "rel_gptq": 0.10171, "rel_rtn": 0.16025, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.120436, "best": 0.117409, "lloyd": 0.101707}, "norm_ratio": 0.990378, "cos": 0.99482435, "off_hist": {"best": [[0.8253, 0.1747, 0.0], [0.8294, 0.1706, 0.0], [0.8395, 0.1605, 0.0]], "lloyd": [[0.6431, 0.3569, 0.0], [0.6479, 0.3521, 0.0], [0.6618, 0.3382, 0.0]]}}, {"e": 124, "ne": 4158, "mode": "gptq", "rel_gptq": 0.11455, "rel_rtn": 0.17828, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.134936, "best": 0.132261, "lloyd": 0.114553}, "norm_ratio": 0.990593, "cos": 0.99342108, "off_hist": {"best": [[0.8303, 0.1697, 0.0], [0.8342, 0.1658, 0.0], [0.8415, 0.1585, 0.0]], "lloyd": [[0.6481, 0.3519, 0.0], [0.6506, 0.3494, 0.0], [0.6688, 0.3312, 0.0]]}}, {"e": 125, "ne": 11265, "mode": "gptq", "rel_gptq": 0.12641, "rel_rtn": 0.19179, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.151815, "best": 0.146399, "lloyd": 0.126415}, "norm_ratio": 0.989404, "cos": 0.99198079, "off_hist": {"best": [[0.8376, 0.1624, 0.0], [0.839, 0.161, 0.0], [0.8409, 0.1591, 0.0]], "lloyd": [[0.6558, 0.3442, 0.0], [0.6618, 0.3382, 0.0], [0.6632, 0.3368, 0.0]]}}, {"e": 126, "ne": 5954, "mode": "gptq", "rel_gptq": 0.09851, "rel_rtn": 0.15091, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.117767, "best": 0.113923, "lloyd": 0.098511}, "norm_ratio": 0.990656, "cos": 0.99514616, "off_hist": {"best": [[0.8211, 0.1789, 0.0], [0.8293, 0.1707, 0.0], [0.8369, 0.1631, 0.0]], "lloyd": [[0.6409, 0.3591, 0.0], [0.6442, 0.3558, 0.0], [0.6583, 0.3417, 0.0]]}}, {"e": 127, "ne": 7972, "mode": "gptq", "rel_gptq": 0.12907, "rel_rtn": 0.19181, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152774, "best": 0.148891, "lloyd": 0.129075}, "norm_ratio": 0.989018, "cos": 0.99163824, "off_hist": {"best": [[0.8208, 0.1792, 0.0], [0.8276, 0.1724, 0.0], [0.8311, 0.1689, 0.0]], "lloyd": [[0.6314, 0.3686, 0.0], [0.6383, 0.3617, 0.0], [0.6474, 0.3526, 0.0]]}}, {"e": 128, "ne": 9235, "mode": "gptq", "rel_gptq": 0.13024, "rel_rtn": 0.18502, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.15464, "best": 0.1507, "lloyd": 0.130245}, "norm_ratio": 0.987689, "cos": 0.99148917, "off_hist": {"best": [[0.8269, 0.1731, 0.0], [0.8321, 0.1679, 0.0], [0.8381, 0.1619, 0.0]], "lloyd": [[0.6402, 0.3598, 0.0], [0.6465, 0.3535, 0.0], [0.6567, 0.3433, 0.0]]}}, {"e": 129, "ne": 8656, "mode": "gptq", "rel_gptq": 0.11478, "rel_rtn": 0.17364, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.137202, "best": 0.133, "lloyd": 0.114785}, "norm_ratio": 0.989825, "cos": 0.99339676, "off_hist": {"best": [[0.8347, 0.1653, 0.0], [0.8379, 0.1621, 0.0], [0.8427, 0.1573, 0.0]], "lloyd": [[0.6562, 0.3438, 0.0], [0.6594, 0.3406, 0.0], [0.6751, 0.3249, 0.0]]}}, {"e": 130, "ne": 3178, "mode": "gptq", "rel_gptq": 0.10851, "rel_rtn": 0.16313, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.128048, "best": 0.124861, "lloyd": 0.108513}, "norm_ratio": 0.98861, "cos": 0.99411035, "off_hist": {"best": [[0.8241, 0.1759, 0.0], [0.8291, 0.1709, 0.0], [0.8381, 0.1619, 0.0]], "lloyd": [[0.6357, 0.3643, 0.0], [0.641, 0.359, 0.0], [0.657, 0.343, 0.0]]}}, {"e": 131, "ne": 7091, "mode": "gptq", "rel_gptq": 0.11975, "rel_rtn": 0.16648, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.140922, "best": 0.138404, "lloyd": 0.119753}, "norm_ratio": 0.988559, "cos": 0.99281281, "off_hist": {"best": [[0.8208, 0.1792, 0.0], [0.8361, 0.1639, 0.0], [0.8435, 0.1565, 0.0]], "lloyd": [[0.658, 0.342, 0.0], [0.6668, 0.3332, 0.0], [0.6869, 0.3131, 0.0]]}}, {"e": 132, "ne": 8136, "mode": "gptq", "rel_gptq": 0.13109, "rel_rtn": 0.19022, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.154607, "best": 0.150702, "lloyd": 0.131088}, "norm_ratio": 0.987425, "cos": 0.99137855, "off_hist": {"best": [[0.8227, 0.1773, 0.0], [0.8266, 0.1734, 0.0], [0.8286, 0.1714, 0.0]], "lloyd": [[0.6331, 0.3669, 0.0], [0.6355, 0.3645, 0.0], [0.6395, 0.3605, 0.0]]}}, {"e": 133, "ne": 7239, "mode": "gptq", "rel_gptq": 0.10451, "rel_rtn": 0.16751, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.124722, "best": 0.119778, "lloyd": 0.104513}, "norm_ratio": 0.989348, "cos": 0.99453712, "off_hist": {"best": [[0.8175, 0.1825, 0.0], [0.8225, 0.1775, 0.0], [0.8336, 0.1664, 0.0]], "lloyd": [[0.6399, 0.3601, 0.0], [0.6385, 0.3615, 0.0], [0.6522, 0.3478, 0.0]]}}, {"e": 134, "ne": 8694, "mode": "gptq", "rel_gptq": 0.1229, "rel_rtn": 0.18285, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.145977, "best": 0.141633, "lloyd": 0.1229}, "norm_ratio": 0.989253, "cos": 0.99242413, "off_hist": {"best": [[0.8277, 0.1723, 0.0], [0.8288, 0.1712, 0.0], [0.8374, 0.1626, 0.0]], "lloyd": [[0.6388, 0.3612, 0.0], [0.6412, 0.3588, 0.0], [0.6563, 0.3437, 0.0]]}}, {"e": 135, "ne": 5469, "mode": "gptq", "rel_gptq": 0.11396, "rel_rtn": 0.16091, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.133712, "best": 0.131643, "lloyd": 0.11396}, "norm_ratio": 0.988435, "cos": 0.99349815, "off_hist": {"best": [[0.8219, 0.1781, 0.0], [0.8248, 0.1752, 0.0], [0.8427, 0.1573, 0.0]], "lloyd": [[0.6355, 0.3645, 0.0], [0.6365, 0.3635, 0.0], [0.6707, 0.3293, 0.0]]}}, {"e": 136, "ne": 15676, "mode": "gptq", "rel_gptq": 0.11003, "rel_rtn": 0.17769, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.133672, "best": 0.125359, "lloyd": 0.110034}, "norm_ratio": 0.990201, "cos": 0.99393481, "off_hist": {"best": [[0.7993, 0.2007, 0.0], [0.7961, 0.2039, 0.0], [0.7973, 0.2027, 0.0]], "lloyd": [[0.6049, 0.3951, 0.0], [0.6033, 0.3967, 0.0], [0.6049, 0.3951, 0.0]]}}, {"e": 137, "ne": 4464, "mode": "gptq", "rel_gptq": 0.10686, "rel_rtn": 0.15623, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.125827, "best": 0.123655, "lloyd": 0.106858}, "norm_ratio": 0.989944, "cos": 0.9942838, "off_hist": {"best": [[0.8291, 0.1709, 0.0], [0.833, 0.167, 0.0], [0.8429, 0.1571, 0.0]], "lloyd": [[0.6496, 0.3504, 0.0], [0.6531, 0.3469, 0.0], [0.6739, 0.3261, 0.0]]}}, {"e": 138, "ne": 9435, "mode": "gptq", "rel_gptq": 0.11659, "rel_rtn": 0.17329, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.138956, "best": 0.134781, "lloyd": 0.11659}, "norm_ratio": 0.988933, "cos": 0.99318933, "off_hist": {"best": [[0.8181, 0.1819, 0.0], [0.8212, 0.1788, 0.0], [0.8366, 0.1634, 0.0]], "lloyd": [[0.626, 0.374, 0.0], [0.6285, 0.3715, 0.0], [0.6524, 0.3476, 0.0]]}}, {"e": 139, "ne": 8976, "mode": "gptq", "rel_gptq": 0.11754, "rel_rtn": 0.18975, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.141707, "best": 0.13564, "lloyd": 0.117545}, "norm_ratio": 0.99058, "cos": 0.99307072, "off_hist": {"best": [[0.8262, 0.1738, 0.0], [0.8312, 0.1688, 0.0], [0.8333, 0.1667, 0.0]], "lloyd": [[0.6363, 0.3637, 0.0], [0.6444, 0.3556, 0.0], [0.6472, 0.3528, 0.0]]}}, {"e": 140, "ne": 11522, "mode": "gptq", "rel_gptq": 0.12588, "rel_rtn": 0.1878, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.151534, "best": 0.145585, "lloyd": 0.12588}, "norm_ratio": 0.988871, "cos": 0.99205053, "off_hist": {"best": [[0.8325, 0.1675, 0.0], [0.8336, 0.1664, 0.0], [0.8364, 0.1636, 0.0]], "lloyd": [[0.645, 0.355, 0.0], [0.6483, 0.3517, 0.0], [0.6546, 0.3454, 0.0]]}}, {"e": 141, "ne": 3804, "mode": "gptq", "rel_gptq": 0.12871, "rel_rtn": 0.17322, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.148759, "best": 0.148323, "lloyd": 0.128706}, "norm_ratio": 0.987638, "cos": 0.99169123, "off_hist": {"best": [[0.8184, 0.1816, 0.0], [0.8247, 0.1753, 0.0], [0.834, 0.166, 0.0]], "lloyd": [[0.6308, 0.3692, 0.0], [0.6355, 0.3645, 0.0], [0.651, 0.349, 0.0]]}}, {"e": 142, "ne": 4738, "mode": "gptq", "rel_gptq": 0.10171, "rel_rtn": 0.16531, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.12036, "best": 0.116759, "lloyd": 0.101706}, "norm_ratio": 0.99165, "cos": 0.99481952, "off_hist": {"best": [[0.8021, 0.1979, 0.0], [0.8105, 0.1895, 0.0], [0.8207, 0.1793, 0.0]], "lloyd": [[0.6173, 0.3827, 0.0], [0.6201, 0.3799, 0.0], [0.6294, 0.3706, 0.0]]}}, {"e": 143, "ne": 2882, "mode": "gptq", "rel_gptq": 0.13508, "rel_rtn": 0.17711, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.156631, "best": 0.156663, "lloyd": 0.135079}, "norm_ratio": 0.987679, "cos": 0.99083972, "off_hist": {"best": [[0.8293, 0.1707, 0.0], [0.8363, 0.1637, 0.0], [0.8431, 0.1569, 0.0]], "lloyd": [[0.6536, 0.3464, 0.0], [0.6606, 0.3394, 0.0], [0.6759, 0.3241, 0.0]]}}, {"e": 144, "ne": 12208, "mode": "gptq", "rel_gptq": 0.09686, "rel_rtn": 0.17815, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.120007, "best": 0.112033, "lloyd": 0.096857}, "norm_ratio": 0.991818, "cos": 0.99530435, "off_hist": {"best": [[0.8315, 0.1685, 0.0], [0.8323, 0.1677, 0.0], [0.843, 0.157, 0.0]], "lloyd": [[0.646, 0.354, 0.0], [0.6511, 0.3489, 0.0], [0.6749, 0.3251, 0.0]]}}, {"e": 145, "ne": 4869, "mode": "gptq", "rel_gptq": 0.13063, "rel_rtn": 0.18757, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.153732, "best": 0.150978, "lloyd": 0.130632}, "norm_ratio": 0.988768, "cos": 0.99143445, "off_hist": {"best": [[0.8236, 0.1764, 0.0], [0.8252, 0.1748, 0.0], [0.8346, 0.1654, 0.0]], "lloyd": [[0.6322, 0.3678, 0.0], [0.6345, 0.3655, 0.0], [0.6503, 0.3497, 0.0]]}}, {"e": 146, "ne": 6831, "mode": "gptq", "rel_gptq": 0.09746, "rel_rtn": 0.15328, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.117601, "best": 0.112816, "lloyd": 0.09746}, "norm_ratio": 0.991081, "cos": 0.9952482, "off_hist": {"best": [[0.8292, 0.1708, 0.0], [0.8325, 0.1675, 0.0], [0.8417, 0.1583, 0.0]], "lloyd": [[0.6478, 0.3522, 0.0], [0.6524, 0.3476, 0.0], [0.672, 0.328, 0.0]]}}, {"e": 147, "ne": 3633, "mode": "gptq", "rel_gptq": 0.11729, "rel_rtn": 0.17354, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.1379, "best": 0.135212, "lloyd": 0.117294}, "norm_ratio": 0.989909, "cos": 0.99310249, "off_hist": {"best": [[0.8216, 0.1784, 0.0], [0.8256, 0.1744, 0.0], [0.8326, 0.1674, 0.0]], "lloyd": [[0.6305, 0.3695, 0.0], [0.6383, 0.3617, 0.0], [0.6463, 0.3537, 0.0]]}}, {"e": 148, "ne": 6752, "mode": "gptq", "rel_gptq": 0.11443, "rel_rtn": 0.16773, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.135299, "best": 0.132179, "lloyd": 0.114425}, "norm_ratio": 0.988779, "cos": 0.99344277, "off_hist": {"best": [[0.8254, 0.1746, 0.0], [0.8314, 0.1686, 0.0], [0.8404, 0.1596, 0.0]], "lloyd": [[0.6409, 0.3591, 0.0], [0.6474, 0.3526, 0.0], [0.6647, 0.3353, 0.0]]}}, {"e": 149, "ne": 8015, "mode": "gptq", "rel_gptq": 0.11927, "rel_rtn": 0.17007, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.141418, "best": 0.138178, "lloyd": 0.11927}, "norm_ratio": 0.988461, "cos": 0.99287164, "off_hist": {"best": [[0.8331, 0.1669, 0.0], [0.8357, 0.1643, 0.0], [0.8433, 0.1567, 0.0]], "lloyd": [[0.6507, 0.3493, 0.0], [0.6537, 0.3463, 0.0], [0.6767, 0.3233, 0.0]]}}, {"e": 150, "ne": 6511, "mode": "gptq", "rel_gptq": 0.1135, "rel_rtn": 0.16156, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.133638, "best": 0.131047, "lloyd": 0.113504}, "norm_ratio": 0.988498, "cos": 0.99355048, "off_hist": {"best": [[0.8262, 0.1738, 0.0], [0.832, 0.168, 0.0], [0.8393, 0.1607, 0.0]], "lloyd": [[0.642, 0.358, 0.0], [0.6492, 0.3508, 0.0], [0.6634, 0.3366, 0.0]]}}, {"e": 151, "ne": 6264, "mode": "gptq", "rel_gptq": 0.13209, "rel_rtn": 0.18501, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.155048, "best": 0.153128, "lloyd": 0.132087}, "norm_ratio": 0.989511, "cos": 0.99123973, "off_hist": {"best": [[0.8313, 0.1687, 0.0], [0.8373, 0.1627, 0.0], [0.8435, 0.1565, 0.0]], "lloyd": [[0.6561, 0.3439, 0.0], [0.6622, 0.3378, 0.0], [0.6773, 0.3227, 0.0]]}}, {"e": 152, "ne": 8937, "mode": "gptq", "rel_gptq": 0.1307, "rel_rtn": 0.19091, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.155315, "best": 0.150888, "lloyd": 0.130703}, "norm_ratio": 0.988665, "cos": 0.99142545, "off_hist": {"best": [[0.8299, 0.1701, 0.0], [0.8315, 0.1685, 0.0], [0.8355, 0.1645, 0.0]], "lloyd": [[0.6413, 0.3587, 0.0], [0.6451, 0.3549, 0.0], [0.652, 0.348, 0.0]]}}, {"e": 153, "ne": 5347, "mode": "gptq", "rel_gptq": 0.12358, "rel_rtn": 0.17941, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.145642, "best": 0.143051, "lloyd": 0.12358}, "norm_ratio": 0.989939, "cos": 0.99233747, "off_hist": {"best": [[0.8274, 0.1726, 0.0], [0.8333, 0.1667, 0.0], [0.8408, 0.1592, 0.0]], "lloyd": [[0.6458, 0.3542, 0.0], [0.651, 0.349, 0.0], [0.6722, 0.3278, 0.0]]}}, {"e": 154, "ne": 3825, "mode": "gptq", "rel_gptq": 0.13449, "rel_rtn": 0.18306, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.156047, "best": 0.155667, "lloyd": 0.134489}, "norm_ratio": 0.989055, "cos": 0.99091679, "off_hist": {"best": [[0.8331, 0.1669, 0.0], [0.8363, 0.1637, 0.0], [0.8418, 0.1582, 0.0]], "lloyd": [[0.6504, 0.3496, 0.0], [0.6536, 0.3464, 0.0], [0.6698, 0.3302, 0.0]]}}, {"e": 155, "ne": 3683, "mode": "gptq", "rel_gptq": 0.10279, "rel_rtn": 0.16041, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.12214, "best": 0.118934, "lloyd": 0.102787}, "norm_ratio": 0.991132, "cos": 0.99470979, "off_hist": {"best": [[0.8259, 0.1741, 0.0], [0.8298, 0.1702, 0.0], [0.8403, 0.1597, 0.0]], "lloyd": [[0.6438, 0.3562, 0.0], [0.6463, 0.3537, 0.0], [0.6723, 0.3277, 0.0]]}}, {"e": 156, "ne": 7684, "mode": "gptq", "rel_gptq": 0.11128, "rel_rtn": 0.19166, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.134417, "best": 0.129001, "lloyd": 0.111281}, "norm_ratio": 0.991659, "cos": 0.99379122, "off_hist": {"best": [[0.8423, 0.1577, 0.0], [0.8433, 0.1567, 0.0], [0.843, 0.157, 0.0]], "lloyd": [[0.6676, 0.3324, 0.0], [0.6737, 0.3263, 0.0], [0.6732, 0.3268, 0.0]]}}, {"e": 157, "ne": 10612, "mode": "gptq", "rel_gptq": 0.11994, "rel_rtn": 0.19294, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.144901, "best": 0.138757, "lloyd": 0.11994}, "norm_ratio": 0.990486, "cos": 0.9927839, "off_hist": {"best": [[0.8342, 0.1658, 0.0], [0.8371, 0.1629, 0.0], [0.8386, 0.1614, 0.0]], "lloyd": [[0.6514, 0.3486, 0.0], [0.6567, 0.3433, 0.0], [0.6597, 0.3403, 0.0]]}}, {"e": 158, "ne": 4849, "mode": "gptq", "rel_gptq": 0.13057, "rel_rtn": 0.18452, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.153063, "best": 0.150422, "lloyd": 0.130573}, "norm_ratio": 0.987958, "cos": 0.99144477, "off_hist": {"best": [[0.8213, 0.1787, 0.0], [0.8234, 0.1766, 0.0], [0.8306, 0.1694, 0.0]], "lloyd": [[0.6286, 0.3714, 0.0], [0.6329, 0.3671, 0.0], [0.6441, 0.3559, 0.0]]}}, {"e": 159, "ne": 5931, "mode": "gptq", "rel_gptq": 0.12393, "rel_rtn": 0.17314, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.145074, "best": 0.142861, "lloyd": 0.123926}, "norm_ratio": 0.987933, "cos": 0.99230111, "off_hist": {"best": [[0.8301, 0.1699, 0.0], [0.8349, 0.1651, 0.0], [0.8431, 0.1569, 0.0]], "lloyd": [[0.6478, 0.3522, 0.0], [0.6533, 0.3467, 0.0], [0.675, 0.325, 0.0]]}}, {"e": 160, "ne": 10971, "mode": "gptq", "rel_gptq": 0.09714, "rel_rtn": 0.16422, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.119044, "best": 0.112054, "lloyd": 0.097138}, "norm_ratio": 0.990613, "cos": 0.99528188, "off_hist": {"best": [[0.8233, 0.1767, 0.0], [0.8252, 0.1748, 0.0], [0.8358, 0.1642, 0.0]], "lloyd": [[0.6322, 0.3678, 0.0], [0.6353, 0.3647, 0.0], [0.6519, 0.3481, 0.0]]}}, {"e": 161, "ne": 5134, "mode": "gptq", "rel_gptq": 0.13138, "rel_rtn": 0.1834, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.154112, "best": 0.152162, "lloyd": 0.131377}, "norm_ratio": 0.989453, "cos": 0.99133432, "off_hist": {"best": [[0.83, 0.17, 0.0], [0.8316, 0.1684, 0.0], [0.842, 0.158, 0.0]], "lloyd": [[0.6416, 0.3584, 0.0], [0.6447, 0.3553, 0.0], [0.6666, 0.3334, 0.0]]}}, {"e": 162, "ne": 19318, "mode": "gptq", "rel_gptq": 0.10225, "rel_rtn": 0.15605, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.124368, "best": 0.117808, "lloyd": 0.102255}, "norm_ratio": 0.989462, "cos": 0.99477243, "off_hist": {"best": [[0.8144, 0.1856, 0.0], [0.8141, 0.1859, 0.0], [0.8361, 0.1639, 0.0]], "lloyd": [[0.644, 0.356, 0.0], [0.6313, 0.3687, 0.0], [0.6601, 0.3399, 0.0]]}}, {"e": 163, "ne": 16287, "mode": "gptq", "rel_gptq": 0.11588, "rel_rtn": 0.18813, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.141384, "best": 0.133579, "lloyd": 0.115878}, "norm_ratio": 0.99004, "cos": 0.99326861, "off_hist": {"best": [[0.8273, 0.1727, 0.0], [0.8308, 0.1692, 0.0], [0.8336, 0.1664, 0.0]], "lloyd": [[0.6386, 0.3614, 0.0], [0.6414, 0.3586, 0.0], [0.6506, 0.3494, 0.0]]}}, {"e": 164, "ne": 3335, "mode": "gptq", "rel_gptq": 0.13318, "rel_rtn": 0.18559, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.154916, "best": 0.154449, "lloyd": 0.133176}, "norm_ratio": 0.98909, "cos": 0.99109453, "off_hist": {"best": [[0.8273, 0.1727, 0.0], [0.8358, 0.1642, 0.0], [0.8438, 0.1562, 0.0]], "lloyd": [[0.649, 0.351, 0.0], [0.6593, 0.3407, 0.0], [0.6805, 0.3195, 0.0]]}}, {"e": 165, "ne": 22459, "mode": "gptq", "rel_gptq": 0.11148, "rel_rtn": 0.16102, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.134861, "best": 0.128794, "lloyd": 0.111479}, "norm_ratio": 0.986873, "cos": 0.99379086, "off_hist": {"best": [[0.8296, 0.1704, 0.0], [0.8318, 0.1682, 0.0], [0.8375, 0.1625, 0.0]], "lloyd": [[0.6431, 0.3569, 0.0], [0.6464, 0.3536, 0.0], [0.6582, 0.3418, 0.0]]}}, {"e": 166, "ne": 1949, "mode": "gptq", "rel_gptq": 0.14062, "rel_rtn": 0.18257, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.161156, "best": 0.161831, "lloyd": 0.140624}, "norm_ratio": 0.987942, "cos": 0.9900654, "off_hist": {"best": [[0.8183, 0.1817, 0.0], [0.8248, 0.1752, 0.0], [0.8371, 0.1629, 0.0]], "lloyd": [[0.6337, 0.3663, 0.0], [0.6385, 0.3615, 0.0], [0.6598, 0.3402, 0.0]]}}, {"e": 167, "ne": 6087, "mode": "gptq", "rel_gptq": 0.1148, "rel_rtn": 0.17962, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.136686, "best": 0.13264, "lloyd": 0.114805}, "norm_ratio": 0.990631, "cos": 0.99339199, "off_hist": {"best": [[0.8293, 0.1707, 0.0], [0.8338, 0.1662, 0.0], [0.8388, 0.1612, 0.0]], "lloyd": [[0.6419, 0.3581, 0.0], [0.6479, 0.3521, 0.0], [0.6613, 0.3387, 0.0]]}}, {"e": 168, "ne": 3987, "mode": "gptq", "rel_gptq": 0.11898, "rel_rtn": 0.1685, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.13844, "best": 0.137987, "lloyd": 0.118983}, "norm_ratio": 0.990596, "cos": 0.992899, "off_hist": {"best": [[0.8347, 0.1653, 0.0], [0.839, 0.161, 0.0], [0.8448, 0.1552, 0.0]], "lloyd": [[0.6618, 0.3382, 0.0], [0.6692, 0.3308, 0.0], [0.6849, 0.3151, 0.0]]}}, {"e": 169, "ne": 6343, "mode": "gptq", "rel_gptq": 0.14236, "rel_rtn": 0.18989, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.165793, "best": 0.164799, "lloyd": 0.142358}, "norm_ratio": 0.988839, "cos": 0.98981583, "off_hist": {"best": [[0.8343, 0.1657, 0.0], [0.8394, 0.1606, 0.0], [0.8447, 0.1553, 0.0]], "lloyd": [[0.6592, 0.3408, 0.0], [0.6699, 0.3301, 0.0], [0.6847, 0.3153, 0.0]]}}, {"e": 170, "ne": 5898, "mode": "gptq", "rel_gptq": 0.12872, "rel_rtn": 0.18069, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150684, "best": 0.14856, "lloyd": 0.128716}, "norm_ratio": 0.988242, "cos": 0.99168748, "off_hist": {"best": [[0.8267, 0.1733, 0.0], [0.8326, 0.1674, 0.0], [0.8386, 0.1614, 0.0]], "lloyd": [[0.6397, 0.3603, 0.0], [0.6467, 0.3533, 0.0], [0.6623, 0.3377, 0.0]]}}, {"e": 171, "ne": 10393, "mode": "gptq", "rel_gptq": 0.09012, "rel_rtn": 0.16356, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.110903, "best": 0.103922, "lloyd": 0.09012}, "norm_ratio": 0.991702, "cos": 0.99594009, "off_hist": {"best": [[0.8258, 0.1742, 0.0], [0.8273, 0.1727, 0.0], [0.8373, 0.1627, 0.0]], "lloyd": [[0.6375, 0.3625, 0.0], [0.6389, 0.3611, 0.0], [0.6561, 0.3439, 0.0]]}}, {"e": 172, "ne": 7358, "mode": "gptq", "rel_gptq": 0.09804, "rel_rtn": 0.15192, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.117978, "best": 0.112952, "lloyd": 0.098042}, "norm_ratio": 0.990765, "cos": 0.99519217, "off_hist": {"best": [[0.8225, 0.1775, 0.0], [0.8287, 0.1713, 0.0], [0.8348, 0.1652, 0.0]], "lloyd": [[0.6384, 0.3616, 0.0], [0.6427, 0.3573, 0.0], [0.6542, 0.3458, 0.0]]}}, {"e": 173, "ne": 5722, "mode": "gptq", "rel_gptq": 0.12815, "rel_rtn": 0.17438, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.149953, "best": 0.148264, "lloyd": 0.128146}, "norm_ratio": 0.987389, "cos": 0.99176502, "off_hist": {"best": [[0.8228, 0.1772, 0.0], [0.8286, 0.1714, 0.0], [0.8383, 0.1617, 0.0]], "lloyd": [[0.6383, 0.3617, 0.0], [0.6445, 0.3555, 0.0], [0.6619, 0.3381, 0.0]]}}, {"e": 174, "ne": 10457, "mode": "gptq", "rel_gptq": 0.12341, "rel_rtn": 0.1958, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.148635, "best": 0.143443, "lloyd": 0.123414}, "norm_ratio": 0.990475, "cos": 0.99235708, "off_hist": {"best": [[0.8387, 0.1613, 0.0], [0.8414, 0.1586, 0.0], [0.8412, 0.1588, 0.0]], "lloyd": [[0.6594, 0.3406, 0.0], [0.6649, 0.3351, 0.0], [0.6659, 0.3341, 0.0]]}}, {"e": 175, "ne": 5612, "mode": "gptq", "rel_gptq": 0.1263, "rel_rtn": 0.19353, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.148409, "best": 0.145854, "lloyd": 0.126302}, "norm_ratio": 0.990312, "cos": 0.99199331, "off_hist": {"best": [[0.8338, 0.1662, 0.0], [0.8363, 0.1637, 0.0], [0.8378, 0.1622, 0.0]], "lloyd": [[0.6482, 0.3518, 0.0], [0.6533, 0.3467, 0.0], [0.6581, 0.3419, 0.0]]}}, {"e": 176, "ne": 4699, "mode": "gptq", "rel_gptq": 0.1372, "rel_rtn": 0.18917, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.160194, "best": 0.158266, "lloyd": 0.137199}, "norm_ratio": 0.989365, "cos": 0.99054408, "off_hist": {"best": [[0.8211, 0.1789, 0.0], [0.8328, 0.1672, 0.0], [0.8404, 0.1596, 0.0]], "lloyd": [[0.6365, 0.3635, 0.0], [0.649, 0.351, 0.0], [0.6701, 0.3299, 0.0]]}}, {"e": 177, "ne": 3523, "mode": "gptq", "rel_gptq": 0.12259, "rel_rtn": 0.18652, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.1451, "best": 0.141316, "lloyd": 0.122588}, "norm_ratio": 0.989474, "cos": 0.9924621, "off_hist": {"best": [[0.8273, 0.1727, 0.0], [0.831, 0.169, 0.0], [0.8375, 0.1625, 0.0]], "lloyd": [[0.6377, 0.3623, 0.0], [0.6436, 0.3564, 0.0], [0.6545, 0.3455, 0.0]]}}, {"e": 178, "ne": 4711, "mode": "gptq", "rel_gptq": 0.12319, "rel_rtn": 0.1762, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.144334, "best": 0.142231, "lloyd": 0.123194}, "norm_ratio": 0.988674, "cos": 0.99238962, "off_hist": {"best": [[0.8259, 0.1741, 0.0], [0.8356, 0.1644, 0.0], [0.8402, 0.1598, 0.0]], "lloyd": [[0.651, 0.349, 0.0], [0.6605, 0.3395, 0.0], [0.6693, 0.3307, 0.0]]}}, {"e": 179, "ne": 13190, "mode": "gptq", "rel_gptq": 0.1043, "rel_rtn": 0.16154, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.12621, "best": 0.120396, "lloyd": 0.104298}, "norm_ratio": 0.988836, "cos": 0.99456251, "off_hist": {"best": [[0.8277, 0.1723, 0.0], [0.8308, 0.1692, 0.0], [0.8393, 0.1607, 0.0]], "lloyd": [[0.6398, 0.3602, 0.0], [0.6459, 0.3541, 0.0], [0.6609, 0.3391, 0.0]]}}, {"e": 180, "ne": 5870, "mode": "gptq", "rel_gptq": 0.11573, "rel_rtn": 0.17652, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.137544, "best": 0.133684, "lloyd": 0.115735}, "norm_ratio": 0.989761, "cos": 0.99328649, "off_hist": {"best": [[0.8302, 0.1698, 0.0], [0.8316, 0.1684, 0.0], [0.8369, 0.1631, 0.0]], "lloyd": [[0.6418, 0.3582, 0.0], [0.647, 0.353, 0.0], [0.6574, 0.3426, 0.0]]}}, {"e": 181, "ne": 7037, "mode": "gptq", "rel_gptq": 0.12765, "rel_rtn": 0.18426, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150787, "best": 0.147357, "lloyd": 0.127653}, "norm_ratio": 0.988658, "cos": 0.99182403, "off_hist": {"best": [[0.8314, 0.1686, 0.0], [0.8331, 0.1669, 0.0], [0.8396, 0.1604, 0.0]], "lloyd": [[0.6446, 0.3554, 0.0], [0.6479, 0.3521, 0.0], [0.6609, 0.3391, 0.0]]}}, {"e": 182, "ne": 4093, "mode": "gptq", "rel_gptq": 0.13087, "rel_rtn": 0.16919, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150306, "best": 0.151757, "lloyd": 0.130866}, "norm_ratio": 0.987866, "cos": 0.99140644, "off_hist": {"best": [[0.8358, 0.1642, 0.0], [0.8397, 0.1603, 0.0], [0.8452, 0.1548, 0.0]], "lloyd": [[0.6676, 0.3324, 0.0], [0.6731, 0.3269, 0.0], [0.6966, 0.3034, 0.0]]}}, {"e": 183, "ne": 3819, "mode": "gptq", "rel_gptq": 0.13054, "rel_rtn": 0.18362, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.15261, "best": 0.151074, "lloyd": 0.130538}, "norm_ratio": 0.98868, "cos": 0.99144721, "off_hist": {"best": [[0.8249, 0.1751, 0.0], [0.8301, 0.1699, 0.0], [0.8378, 0.1622, 0.0]], "lloyd": [[0.6441, 0.3559, 0.0], [0.6477, 0.3523, 0.0], [0.6607, 0.3393, 0.0]]}}, {"e": 184, "ne": 16193, "mode": "gptq", "rel_gptq": 0.12757, "rel_rtn": 0.1937, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.154433, "best": 0.147375, "lloyd": 0.127572}, "norm_ratio": 0.988778, "cos": 0.9918341, "off_hist": {"best": [[0.834, 0.166, 0.0], [0.8352, 0.1648, 0.0], [0.8395, 0.1605, 0.0]], "lloyd": [[0.6464, 0.3536, 0.0], [0.6526, 0.3474, 0.0], [0.6608, 0.3392, 0.0]]}}, {"e": 185, "ne": 3824, "mode": "gptq", "rel_gptq": 0.12522, "rel_rtn": 0.1674, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.145273, "best": 0.144988, "lloyd": 0.125216}, "norm_ratio": 0.988926, "cos": 0.99213469, "off_hist": {"best": [[0.8356, 0.1644, 0.0], [0.8377, 0.1623, 0.0], [0.8432, 0.1568, 0.0]], "lloyd": [[0.6571, 0.3429, 0.0], [0.6576, 0.3424, 0.0], [0.679, 0.321, 0.0]]}}, {"e": 186, "ne": 9550, "mode": "gptq", "rel_gptq": 0.10098, "rel_rtn": 0.15648, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.121888, "best": 0.116676, "lloyd": 0.100979}, "norm_ratio": 0.990593, "cos": 0.99489784, "off_hist": {"best": [[0.826, 0.174, 0.0], [0.8297, 0.1703, 0.0], [0.8393, 0.1607, 0.0]], "lloyd": [[0.6401, 0.3599, 0.0], [0.6461, 0.3539, 0.0], [0.6637, 0.3363, 0.0]]}}, {"e": 187, "ne": 4592, "mode": "gptq", "rel_gptq": 0.13577, "rel_rtn": 0.1761, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.156615, "best": 0.15679, "lloyd": 0.135775}, "norm_ratio": 0.987275, "cos": 0.99074578, "off_hist": {"best": [[0.8282, 0.1718, 0.0], [0.8335, 0.1665, 0.0], [0.84, 0.16, 0.0]], "lloyd": [[0.643, 0.357, 0.0], [0.6506, 0.3494, 0.0], [0.6637, 0.3363, 0.0]]}}, {"e": 188, "ne": 2392, "mode": "gptq", "rel_gptq": 0.13524, "rel_rtn": 0.19395, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.156827, "best": 0.156108, "lloyd": 0.135242}, "norm_ratio": 0.990319, "cos": 0.99081266, "off_hist": {"best": [[0.8335, 0.1665, 0.0], [0.8373, 0.1627, 0.0], [0.8424, 0.1576, 0.0]], "lloyd": [[0.651, 0.349, 0.0], [0.6554, 0.3446, 0.0], [0.674, 0.326, 0.0]]}}, {"e": 189, "ne": 4111, "mode": "gptq", "rel_gptq": 0.12833, "rel_rtn": 0.18734, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.15023, "best": 0.148442, "lloyd": 0.128328}, "norm_ratio": 0.989141, "cos": 0.99173522, "off_hist": {"best": [[0.8312, 0.1688, 0.0], [0.8341, 0.1659, 0.0], [0.8387, 0.1613, 0.0]], "lloyd": [[0.6456, 0.3544, 0.0], [0.6498, 0.3502, 0.0], [0.664, 0.336, 0.0]]}}, {"e": 190, "ne": 4546, "mode": "gptq", "rel_gptq": 0.12101, "rel_rtn": 0.16633, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.14095, "best": 0.139504, "lloyd": 0.121014}, "norm_ratio": 0.988718, "cos": 0.99265862, "off_hist": {"best": [[0.8126, 0.1874, 0.0], [0.8317, 0.1683, 0.0], [0.8435, 0.1565, 0.0]], "lloyd": [[0.6483, 0.3517, 0.0], [0.6585, 0.3415, 0.0], [0.6816, 0.3184, 0.0]]}}, {"e": 191, "ne": 5251, "mode": "gptq", "rel_gptq": 0.10451, "rel_rtn": 0.16265, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.124295, "best": 0.120295, "lloyd": 0.104508}, "norm_ratio": 0.989848, "cos": 0.99453509, "off_hist": {"best": [[0.8133, 0.1867, 0.0], [0.8209, 0.1791, 0.0], [0.8321, 0.1679, 0.0]], "lloyd": [[0.626, 0.374, 0.0], [0.6323, 0.3677, 0.0], [0.6474, 0.3526, 0.0]]}}, {"e": 192, "ne": 10365, "mode": "gptq", "rel_gptq": 0.11914, "rel_rtn": 0.19337, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.14375, "best": 0.137244, "lloyd": 0.119136}, "norm_ratio": 0.990027, "cos": 0.99288189, "off_hist": {"best": [[0.8305, 0.1695, 0.0], [0.8332, 0.1668, 0.0], [0.8344, 0.1656, 0.0]], "lloyd": [[0.6416, 0.3584, 0.0], [0.6472, 0.3528, 0.0], [0.6477, 0.3523, 0.0]]}}, {"e": 193, "ne": 9494, "mode": "gptq", "rel_gptq": 0.12778, "rel_rtn": 0.19336, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.153057, "best": 0.147633, "lloyd": 0.127783}, "norm_ratio": 0.989136, "cos": 0.99180579, "off_hist": {"best": [[0.8353, 0.1647, 0.0], [0.8355, 0.1645, 0.0], [0.8375, 0.1625, 0.0]], "lloyd": [[0.6503, 0.3497, 0.0], [0.6548, 0.3452, 0.0], [0.6573, 0.3427, 0.0]]}}, {"e": 194, "ne": 8311, "mode": "gptq", "rel_gptq": 0.10904, "rel_rtn": 0.17659, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.130861, "best": 0.125909, "lloyd": 0.109039}, "norm_ratio": 0.99098, "cos": 0.99404216, "off_hist": {"best": [[0.8163, 0.1837, 0.0], [0.8288, 0.1712, 0.0], [0.835, 0.165, 0.0]], "lloyd": [[0.6396, 0.3604, 0.0], [0.6464, 0.3536, 0.0], [0.6557, 0.3443, 0.0]]}}, {"e": 195, "ne": 6556, "mode": "gptq", "rel_gptq": 0.12494, "rel_rtn": 0.17476, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.146907, "best": 0.144719, "lloyd": 0.124938}, "norm_ratio": 0.988345, "cos": 0.99217194, "off_hist": {"best": [[0.8285, 0.1715, 0.0], [0.8334, 0.1666, 0.0], [0.8404, 0.1596, 0.0]], "lloyd": [[0.6415, 0.3585, 0.0], [0.6495, 0.3505, 0.0], [0.6666, 0.3334, 0.0]]}}, {"e": 196, "ne": 6474, "mode": "gptq", "rel_gptq": 0.12319, "rel_rtn": 0.1741, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.144899, "best": 0.142782, "lloyd": 0.123194}, "norm_ratio": 0.989378, "cos": 0.99238724, "off_hist": {"best": [[0.8338, 0.1662, 0.0], [0.8388, 0.1612, 0.0], [0.8441, 0.1559, 0.0]], "lloyd": [[0.6629, 0.3371, 0.0], [0.6693, 0.3307, 0.0], [0.6863, 0.3137, 0.0]]}}, {"e": 197, "ne": 13114, "mode": "gptq", "rel_gptq": 0.0877, "rel_rtn": 0.14824, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.107829, "best": 0.100496, "lloyd": 0.087701}, "norm_ratio": 0.991094, "cos": 0.99615967, "off_hist": {"best": [[0.8075, 0.1925, 0.0], [0.8133, 0.1867, 0.0], [0.8238, 0.1762, 0.0]], "lloyd": [[0.6169, 0.3831, 0.0], [0.6204, 0.3796, 0.0], [0.632, 0.368, 0.0]]}}, {"e": 198, "ne": 6630, "mode": "gptq", "rel_gptq": 0.12023, "rel_rtn": 0.18662, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.143238, "best": 0.139259, "lloyd": 0.120229}, "norm_ratio": 0.990189, "cos": 0.99274945, "off_hist": {"best": [[0.8284, 0.1716, 0.0], [0.8327, 0.1673, 0.0], [0.8414, 0.1586, 0.0]], "lloyd": [[0.6462, 0.3538, 0.0], [0.6518, 0.3482, 0.0], [0.6726, 0.3274, 0.0]]}}, {"e": 199, "ne": 5750, "mode": "gptq", "rel_gptq": 0.1266, "rel_rtn": 0.18949, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150222, "best": 0.145871, "lloyd": 0.126604}, "norm_ratio": 0.989393, "cos": 0.99195659, "off_hist": {"best": [[0.8225, 0.1775, 0.0], [0.829, 0.171, 0.0], [0.8335, 0.1665, 0.0]], "lloyd": [[0.6309, 0.3691, 0.0], [0.64, 0.36, 0.0], [0.6501, 0.3499, 0.0]]}}, {"e": 200, "ne": 7676, "mode": "gptq", "rel_gptq": 0.12873, "rel_rtn": 0.19173, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.153053, "best": 0.148842, "lloyd": 0.128725}, "norm_ratio": 0.989551, "cos": 0.99168253, "off_hist": {"best": [[0.8305, 0.1695, 0.0], [0.8327, 0.1673, 0.0], [0.8352, 0.1648, 0.0]], "lloyd": [[0.6416, 0.3584, 0.0], [0.6467, 0.3533, 0.0], [0.6525, 0.3475, 0.0]]}}, {"e": 201, "ne": 3411, "mode": "gptq", "rel_gptq": 0.11933, "rel_rtn": 0.16111, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.138474, "best": 0.137095, "lloyd": 0.119329}, "norm_ratio": 0.986168, "cos": 0.99287748, "off_hist": {"best": [[0.813, 0.187, 0.0], [0.8222, 0.1778, 0.0], [0.8294, 0.1706, 0.0]], "lloyd": [[0.6271, 0.3729, 0.0], [0.6344, 0.3656, 0.0], [0.6416, 0.3584, 0.0]]}}, {"e": 202, "ne": 6318, "mode": "gptq", "rel_gptq": 0.13221, "rel_rtn": 0.18508, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.155155, "best": 0.152662, "lloyd": 0.132209}, "norm_ratio": 0.988994, "cos": 0.99122435, "off_hist": {"best": [[0.8288, 0.1712, 0.0], [0.8318, 0.1682, 0.0], [0.8383, 0.1617, 0.0]], "lloyd": [[0.6432, 0.3568, 0.0], [0.6473, 0.3527, 0.0], [0.6591, 0.3409, 0.0]]}}, {"e": 203, "ne": 7946, "mode": "gptq", "rel_gptq": 0.12229, "rel_rtn": 0.18151, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.145519, "best": 0.141477, "lloyd": 0.122293}, "norm_ratio": 0.989137, "cos": 0.99249971, "off_hist": {"best": [[0.8343, 0.1657, 0.0], [0.8372, 0.1628, 0.0], [0.8408, 0.1592, 0.0]], "lloyd": [[0.655, 0.345, 0.0], [0.6593, 0.3407, 0.0], [0.6692, 0.3308, 0.0]]}}, {"e": 204, "ne": 4594, "mode": "gptq", "rel_gptq": 0.12287, "rel_rtn": 0.18459, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.144355, "best": 0.14268, "lloyd": 0.122875}, "norm_ratio": 0.9913, "cos": 0.99242276, "off_hist": {"best": [[0.8382, 0.1618, 0.0], [0.8405, 0.1595, 0.0], [0.8441, 0.1559, 0.0]], "lloyd": [[0.6635, 0.3365, 0.0], [0.666, 0.334, 0.0], [0.6788, 0.3212, 0.0]]}}, {"e": 205, "ne": 5382, "mode": "gptq", "rel_gptq": 0.11842, "rel_rtn": 0.1825, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.139213, "best": 0.135912, "lloyd": 0.118416}, "norm_ratio": 0.989276, "cos": 0.99297106, "off_hist": {"best": [[0.8173, 0.1827, 0.0], [0.8246, 0.1754, 0.0], [0.8371, 0.1629, 0.0]], "lloyd": [[0.6282, 0.3718, 0.0], [0.6346, 0.3654, 0.0], [0.6511, 0.3489, 0.0]]}}, {"e": 206, "ne": 11029, "mode": "gptq", "rel_gptq": 0.12235, "rel_rtn": 0.18891, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.147728, "best": 0.141533, "lloyd": 0.12235}, "norm_ratio": 0.989394, "cos": 0.99249184, "off_hist": {"best": [[0.8349, 0.1651, 0.0], [0.8366, 0.1634, 0.0], [0.8392, 0.1608, 0.0]], "lloyd": [[0.6503, 0.3497, 0.0], [0.6538, 0.3462, 0.0], [0.6627, 0.3373, 0.0]]}}, {"e": 207, "ne": 6367, "mode": "gptq", "rel_gptq": 0.13053, "rel_rtn": 0.18786, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.154154, "best": 0.150595, "lloyd": 0.130529}, "norm_ratio": 0.988445, "cos": 0.99144912, "off_hist": {"best": [[0.8282, 0.1718, 0.0], [0.8328, 0.1672, 0.0], [0.8355, 0.1645, 0.0]], "lloyd": [[0.6413, 0.3587, 0.0], [0.6476, 0.3524, 0.0], [0.6534, 0.3466, 0.0]]}}, {"e": 208, "ne": 7394, "mode": "gptq", "rel_gptq": 0.12734, "rel_rtn": 0.17379, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.149538, "best": 0.147406, "lloyd": 0.127336}, "norm_ratio": 0.987955, "cos": 0.9918673, "off_hist": {"best": [[0.8309, 0.1691, 0.0], [0.8369, 0.1631, 0.0], [0.843, 0.157, 0.0]], "lloyd": [[0.6523, 0.3477, 0.0], [0.6576, 0.3424, 0.0], [0.6743, 0.3257, 0.0]]}}, {"e": 209, "ne": 10012, "mode": "gptq", "rel_gptq": 0.1191, "rel_rtn": 0.17992, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.142592, "best": 0.137605, "lloyd": 0.1191}, "norm_ratio": 0.989605, "cos": 0.99288768, "off_hist": {"best": [[0.8332, 0.1668, 0.0], [0.836, 0.164, 0.0], [0.8407, 0.1593, 0.0]], "lloyd": [[0.6497, 0.3503, 0.0], [0.6521, 0.3479, 0.0], [0.669, 0.331, 0.0]]}}, {"e": 210, "ne": 497, "mode": "gptq", "rel_gptq": 0.13758, "rel_rtn": 0.17516, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.160299, "best": 0.159778, "lloyd": 0.137583}, "norm_ratio": 0.984315, "cos": 0.99050969, "off_hist": {"best": [[0.8297, 0.1703, 0.0], [0.832, 0.168, 0.0], [0.8401, 0.1599, 0.0]], "lloyd": [[0.6418, 0.3582, 0.0], [0.645, 0.355, 0.0], [0.6646, 0.3354, 0.0]]}}, {"e": 211, "ne": 6146, "mode": "gptq", "rel_gptq": 0.13302, "rel_rtn": 0.19482, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.157929, "best": 0.153958, "lloyd": 0.133017}, "norm_ratio": 0.989261, "cos": 0.99111545, "off_hist": {"best": [[0.8323, 0.1677, 0.0], [0.834, 0.166, 0.0], [0.8362, 0.1638, 0.0]], "lloyd": [[0.645, 0.355, 0.0], [0.6486, 0.3514, 0.0], [0.6567, 0.3433, 0.0]]}}, {"e": 212, "ne": 6703, "mode": "gptq", "rel_gptq": 0.12887, "rel_rtn": 0.18663, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152514, "best": 0.148903, "lloyd": 0.128868}, "norm_ratio": 0.988844, "cos": 0.9916656, "off_hist": {"best": [[0.8341, 0.1659, 0.0], [0.8364, 0.1636, 0.0], [0.8394, 0.1606, 0.0]], "lloyd": [[0.6512, 0.3488, 0.0], [0.653, 0.347, 0.0], [0.6604, 0.3396, 0.0]]}}, {"e": 213, "ne": 12503, "mode": "gptq", "rel_gptq": 0.11366, "rel_rtn": 0.17732, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.13762, "best": 0.131787, "lloyd": 0.113664}, "norm_ratio": 0.989738, "cos": 0.99352646, "off_hist": {"best": [[0.8361, 0.1639, 0.0], [0.8388, 0.1612, 0.0], [0.8428, 0.1572, 0.0]], "lloyd": [[0.6595, 0.3405, 0.0], [0.6636, 0.3364, 0.0], [0.673, 0.327, 0.0]]}}, {"e": 214, "ne": 2772, "mode": "gptq", "rel_gptq": 0.13133, "rel_rtn": 0.17307, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150466, "best": 0.151881, "lloyd": 0.13133}, "norm_ratio": 0.988595, "cos": 0.99134254, "off_hist": {"best": [[0.833, 0.167, 0.0], [0.8385, 0.1615, 0.0], [0.845, 0.155, 0.0]], "lloyd": [[0.6642, 0.3358, 0.0], [0.6686, 0.3314, 0.0], [0.6885, 0.3115, 0.0]]}}, {"e": 215, "ne": 5279, "mode": "gptq", "rel_gptq": 0.11825, "rel_rtn": 0.17262, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.139239, "best": 0.136514, "lloyd": 0.118249}, "norm_ratio": 0.989396, "cos": 0.99299049, "off_hist": {"best": [[0.8244, 0.1756, 0.0], [0.8286, 0.1714, 0.0], [0.8383, 0.1617, 0.0]], "lloyd": [[0.6351, 0.3649, 0.0], [0.6413, 0.3587, 0.0], [0.6594, 0.3406, 0.0]]}}, {"e": 216, "ne": 4773, "mode": "gptq", "rel_gptq": 0.13013, "rel_rtn": 0.18643, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152657, "best": 0.150622, "lloyd": 0.130134}, "norm_ratio": 0.989347, "cos": 0.99149871, "off_hist": {"best": [[0.832, 0.168, 0.0], [0.8366, 0.1634, 0.0], [0.8411, 0.1589, 0.0]], "lloyd": [[0.6469, 0.3531, 0.0], [0.6549, 0.3451, 0.0], [0.6692, 0.3308, 0.0]]}}, {"e": 217, "ne": 8124, "mode": "gptq", "rel_gptq": 0.10751, "rel_rtn": 0.16749, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.128878, "best": 0.124549, "lloyd": 0.107513}, "norm_ratio": 0.990461, "cos": 0.99421084, "off_hist": {"best": [[0.8282, 0.1718, 0.0], [0.8341, 0.1659, 0.0], [0.8437, 0.1563, 0.0]], "lloyd": [[0.6453, 0.3547, 0.0], [0.6518, 0.3482, 0.0], [0.6789, 0.3211, 0.0]]}}, {"e": 218, "ne": 11172, "mode": "gptq", "rel_gptq": 0.12959, "rel_rtn": 0.19045, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.155094, "best": 0.14925, "lloyd": 0.129593}, "norm_ratio": 0.987977, "cos": 0.99157369, "off_hist": {"best": [[0.8226, 0.1774, 0.0], [0.8252, 0.1748, 0.0], [0.8308, 0.1692, 0.0]], "lloyd": [[0.6312, 0.3688, 0.0], [0.6335, 0.3665, 0.0], [0.6425, 0.3575, 0.0]]}}, {"e": 219, "ne": 8002, "mode": "gptq", "rel_gptq": 0.12824, "rel_rtn": 0.18114, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150783, "best": 0.148333, "lloyd": 0.128243}, "norm_ratio": 0.988783, "cos": 0.99174726, "off_hist": {"best": [[0.8311, 0.1689, 0.0], [0.8353, 0.1647, 0.0], [0.841, 0.159, 0.0]], "lloyd": [[0.6457, 0.3543, 0.0], [0.6514, 0.3486, 0.0], [0.6655, 0.3345, 0.0]]}}, {"e": 220, "ne": 9450, "mode": "gptq", "rel_gptq": 0.12671, "rel_rtn": 0.19077, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.151868, "best": 0.146093, "lloyd": 0.126705}, "norm_ratio": 0.989371, "cos": 0.99194372, "off_hist": {"best": [[0.8366, 0.1634, 0.0], [0.8362, 0.1638, 0.0], [0.8394, 0.1606, 0.0]], "lloyd": [[0.6532, 0.3468, 0.0], [0.6595, 0.3405, 0.0], [0.6603, 0.3397, 0.0]]}}, {"e": 221, "ne": 4348, "mode": "gptq", "rel_gptq": 0.12681, "rel_rtn": 0.17005, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.147403, "best": 0.146497, "lloyd": 0.12681}, "norm_ratio": 0.987292, "cos": 0.99193788, "off_hist": {"best": [[0.8233, 0.1767, 0.0], [0.8306, 0.1694, 0.0], [0.8391, 0.1609, 0.0]], "lloyd": [[0.6377, 0.3623, 0.0], [0.6449, 0.3551, 0.0], [0.6632, 0.3368, 0.0]]}}, {"e": 222, "ne": 9121, "mode": "gptq", "rel_gptq": 0.12851, "rel_rtn": 0.19538, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.15386, "best": 0.148421, "lloyd": 0.128514}, "norm_ratio": 0.988952, "cos": 0.9917115, "off_hist": {"best": [[0.8276, 0.1724, 0.0], [0.829, 0.171, 0.0], [0.8331, 0.1669, 0.0]], "lloyd": [[0.6361, 0.3639, 0.0], [0.6384, 0.3616, 0.0], [0.6463, 0.3537, 0.0]]}}, {"e": 223, "ne": 7311, "mode": "gptq", "rel_gptq": 0.12713, "rel_rtn": 0.18799, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150966, "best": 0.146621, "lloyd": 0.12713}, "norm_ratio": 0.98886, "cos": 0.99189055, "off_hist": {"best": [[0.8273, 0.1727, 0.0], [0.8317, 0.1683, 0.0], [0.834, 0.166, 0.0]], "lloyd": [[0.637, 0.363, 0.0], [0.6437, 0.3563, 0.0], [0.6482, 0.3518, 0.0]]}}, {"e": 224, "ne": 9803, "mode": "gptq", "rel_gptq": 0.12456, "rel_rtn": 0.1935, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.149657, "best": 0.144272, "lloyd": 0.124558}, "norm_ratio": 0.990238, "cos": 0.99221438, "off_hist": {"best": [[0.8387, 0.1613, 0.0], [0.8396, 0.1604, 0.0], [0.8418, 0.1582, 0.0]], "lloyd": [[0.6576, 0.3424, 0.0], [0.6601, 0.3399, 0.0], [0.6674, 0.3326, 0.0]]}}, {"e": 225, "ne": 11770, "mode": "gptq", "rel_gptq": 0.11217, "rel_rtn": 0.16935, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.134786, "best": 0.129246, "lloyd": 0.112167}, "norm_ratio": 0.989184, "cos": 0.99369967, "off_hist": {"best": [[0.8238, 0.1762, 0.0], [0.8276, 0.1724, 0.0], [0.8341, 0.1659, 0.0]], "lloyd": [[0.6341, 0.3659, 0.0], [0.6377, 0.3623, 0.0], [0.6502, 0.3498, 0.0]]}}, {"e": 226, "ne": 6922, "mode": "gptq", "rel_gptq": 0.1157, "rel_rtn": 0.18295, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.137344, "best": 0.133735, "lloyd": 0.115704}, "norm_ratio": 0.990515, "cos": 0.99328768, "off_hist": {"best": [[0.8294, 0.1706, 0.0], [0.8324, 0.1676, 0.0], [0.8374, 0.1626, 0.0]], "lloyd": [[0.6449, 0.3551, 0.0], [0.6483, 0.3517, 0.0], [0.6626, 0.3374, 0.0]]}}, {"e": 227, "ne": 5651, "mode": "gptq", "rel_gptq": 0.12092, "rel_rtn": 0.17128, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.141471, "best": 0.139338, "lloyd": 0.120922}, "norm_ratio": 0.989374, "cos": 0.9926675, "off_hist": {"best": [[0.8218, 0.1782, 0.0], [0.8249, 0.1751, 0.0], [0.8362, 0.1638, 0.0]], "lloyd": [[0.6334, 0.3666, 0.0], [0.6367, 0.3633, 0.0], [0.656, 0.344, 0.0]]}}, {"e": 228, "ne": 15073, "mode": "gptq", "rel_gptq": 0.12651, "rel_rtn": 0.19704, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152691, "best": 0.145942, "lloyd": 0.126515}, "norm_ratio": 0.989355, "cos": 0.99196815, "off_hist": {"best": [[0.8315, 0.1685, 0.0], [0.8341, 0.1659, 0.0], [0.835, 0.165, 0.0]], "lloyd": [[0.6438, 0.3562, 0.0], [0.6477, 0.3523, 0.0], [0.6519, 0.3481, 0.0]]}}, {"e": 229, "ne": 4514, "mode": "gptq", "rel_gptq": 0.13337, "rel_rtn": 0.18835, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.155557, "best": 0.153826, "lloyd": 0.133368}, "norm_ratio": 0.987616, "cos": 0.99107254, "off_hist": {"best": [[0.8339, 0.1661, 0.0], [0.8357, 0.1643, 0.0], [0.8404, 0.1596, 0.0]], "lloyd": [[0.6501, 0.3499, 0.0], [0.6548, 0.3452, 0.0], [0.6668, 0.3332, 0.0]]}}, {"e": 230, "ne": 7833, "mode": "gptq", "rel_gptq": 0.12298, "rel_rtn": 0.1823, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.146162, "best": 0.142716, "lloyd": 0.122982}, "norm_ratio": 0.989976, "cos": 0.99241197, "off_hist": {"best": [[0.8382, 0.1618, 0.0], [0.8405, 0.1595, 0.0], [0.8435, 0.1565, 0.0]], "lloyd": [[0.6628, 0.3372, 0.0], [0.6715, 0.3285, 0.0], [0.675, 0.325, 0.0]]}}, {"e": 231, "ne": 11186, "mode": "gptq", "rel_gptq": 0.13015, "rel_rtn": 0.18601, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.155381, "best": 0.150415, "lloyd": 0.130147}, "norm_ratio": 0.9879, "cos": 0.99150121, "off_hist": {"best": [[0.8323, 0.1677, 0.0], [0.8343, 0.1657, 0.0], [0.8395, 0.1605, 0.0]], "lloyd": [[0.6467, 0.3533, 0.0], [0.6501, 0.3499, 0.0], [0.6625, 0.3375, 0.0]]}}, {"e": 232, "ne": 5066, "mode": "gptq", "rel_gptq": 0.0866, "rel_rtn": 0.17096, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.106313, "best": 0.099758, "lloyd": 0.086601}, "norm_ratio": 0.993222, "cos": 0.99624753, "off_hist": {"best": [[0.8208, 0.1792, 0.0], [0.8222, 0.1778, 0.0], [0.8324, 0.1676, 0.0]], "lloyd": [[0.6277, 0.3723, 0.0], [0.6304, 0.3696, 0.0], [0.6463, 0.3537, 0.0]]}}, {"e": 233, "ne": 8842, "mode": "gptq", "rel_gptq": 0.12168, "rel_rtn": 0.17217, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.144622, "best": 0.141053, "lloyd": 0.121677}, "norm_ratio": 0.988188, "cos": 0.99257946, "off_hist": {"best": [[0.8382, 0.1618, 0.0], [0.8406, 0.1594, 0.0], [0.8417, 0.1583, 0.0]], "lloyd": [[0.6584, 0.3416, 0.0], [0.6634, 0.3366, 0.0], [0.6713, 0.3287, 0.0]]}}, {"e": 234, "ne": 5623, "mode": "gptq", "rel_gptq": 0.13055, "rel_rtn": 0.18079, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152579, "best": 0.151245, "lloyd": 0.130555}, "norm_ratio": 0.988313, "cos": 0.99144602, "off_hist": {"best": [[0.8348, 0.1652, 0.0], [0.8381, 0.1619, 0.0], [0.8427, 0.1573, 0.0]], "lloyd": [[0.6557, 0.3443, 0.0], [0.6602, 0.3398, 0.0], [0.6719, 0.3281, 0.0]]}}, {"e": 235, "ne": 7430, "mode": "gptq", "rel_gptq": 0.12754, "rel_rtn": 0.18359, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.150607, "best": 0.14739, "lloyd": 0.12754}, "norm_ratio": 0.989509, "cos": 0.99183613, "off_hist": {"best": [[0.8352, 0.1648, 0.0], [0.8373, 0.1627, 0.0], [0.8414, 0.1586, 0.0]], "lloyd": [[0.6545, 0.3455, 0.0], [0.6581, 0.3419, 0.0], [0.6703, 0.3297, 0.0]]}}, {"e": 236, "ne": 4753, "mode": "gptq", "rel_gptq": 0.1265, "rel_rtn": 0.18324, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.148483, "best": 0.146035, "lloyd": 0.126499}, "norm_ratio": 0.987999, "cos": 0.99197477, "off_hist": {"best": [[0.8227, 0.1773, 0.0], [0.8286, 0.1714, 0.0], [0.8376, 0.1624, 0.0]], "lloyd": [[0.6343, 0.3657, 0.0], [0.6417, 0.3583, 0.0], [0.6578, 0.3422, 0.0]]}}, {"e": 237, "ne": 10079, "mode": "gptq", "rel_gptq": 0.12462, "rel_rtn": 0.19205, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.14991, "best": 0.144005, "lloyd": 0.124623}, "norm_ratio": 0.989354, "cos": 0.99220836, "off_hist": {"best": [[0.8285, 0.1715, 0.0], [0.8306, 0.1694, 0.0], [0.8345, 0.1655, 0.0]], "lloyd": [[0.6386, 0.3614, 0.0], [0.6418, 0.3582, 0.0], [0.6483, 0.3517, 0.0]]}}, {"e": 238, "ne": 9161, "mode": "gptq", "rel_gptq": 0.12823, "rel_rtn": 0.18485, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.152696, "best": 0.148212, "lloyd": 0.128227}, "norm_ratio": 0.989299, "cos": 0.99174786, "off_hist": {"best": [[0.833, 0.167, 0.0], [0.8362, 0.1638, 0.0], [0.8391, 0.1609, 0.0]], "lloyd": [[0.6496, 0.3504, 0.0], [0.6546, 0.3454, 0.0], [0.6641, 0.3359, 0.0]]}}, {"e": 239, "ne": 3843, "mode": "gptq", "rel_gptq": 0.11819, "rel_rtn": 0.18377, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.139726, "best": 0.136922, "lloyd": 0.118194}, "norm_ratio": 0.992331, "cos": 0.99299061, "off_hist": {"best": [[0.8279, 0.1721, 0.0], [0.8323, 0.1677, 0.0], [0.8359, 0.1641, 0.0]], "lloyd": [[0.6404, 0.3596, 0.0], [0.6481, 0.3519, 0.0], [0.6547, 0.3453, 0.0]]}}, {"e": 240, "ne": 7015, "mode": "gptq", "rel_gptq": 0.11704, "rel_rtn": 0.17025, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.137981, "best": 0.135361, "lloyd": 0.117038}, "norm_ratio": 0.989882, "cos": 0.99313283, "off_hist": {"best": [[0.8311, 0.1689, 0.0], [0.8337, 0.1663, 0.0], [0.8406, 0.1594, 0.0]], "lloyd": [[0.6462, 0.3538, 0.0], [0.6489, 0.3511, 0.0], [0.6625, 0.3375, 0.0]]}}, {"e": 241, "ne": 8380, "mode": "gptq", "rel_gptq": 0.11391, "rel_rtn": 0.16844, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.13573, "best": 0.130218, "lloyd": 0.113909}, "norm_ratio": 0.99011, "cos": 0.99349689, "off_hist": {"best": [[0.8059, 0.1941, 0.0], [0.8082, 0.1918, 0.0], [0.8028, 0.1972, 0.0]], "lloyd": [[0.6122, 0.3878, 0.0], [0.6148, 0.3852, 0.0], [0.6097, 0.3903, 0.0]]}}, {"e": 242, "ne": 11626, "mode": "gptq", "rel_gptq": 0.10947, "rel_rtn": 0.16241, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.13093, "best": 0.12655, "lloyd": 0.109465}, "norm_ratio": 0.989451, "cos": 0.99400091, "off_hist": {"best": [[0.8316, 0.1684, 0.0], [0.8352, 0.1648, 0.0], [0.8447, 0.1553, 0.0]], "lloyd": [[0.6528, 0.3472, 0.0], [0.657, 0.343, 0.0], [0.6775, 0.3225, 0.0]]}}, {"e": 243, "ne": 5431, "mode": "gptq", "rel_gptq": 0.11554, "rel_rtn": 0.17873, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.136255, "best": 0.133753, "lloyd": 0.115539}, "norm_ratio": 0.990783, "cos": 0.9933061, "off_hist": {"best": [[0.8316, 0.1684, 0.0], [0.8378, 0.1622, 0.0], [0.8454, 0.1546, 0.0]], "lloyd": [[0.6572, 0.3428, 0.0], [0.6649, 0.3351, 0.0], [0.6855, 0.3145, 0.0]]}}, {"e": 244, "ne": 6089, "mode": "gptq", "rel_gptq": 0.12459, "rel_rtn": 0.17911, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.146129, "best": 0.144089, "lloyd": 0.124589}, "norm_ratio": 0.989278, "cos": 0.99221283, "off_hist": {"best": [[0.8308, 0.1692, 0.0], [0.8375, 0.1625, 0.0], [0.8447, 0.1553, 0.0]], "lloyd": [[0.6562, 0.3438, 0.0], [0.6661, 0.3339, 0.0], [0.6849, 0.3151, 0.0]]}}, {"e": 245, "ne": 5079, "mode": "gptq", "rel_gptq": 0.12271, "rel_rtn": 0.17721, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.144404, "best": 0.141867, "lloyd": 0.122705}, "norm_ratio": 0.990192, "cos": 0.99244571, "off_hist": {"best": [[0.83, 0.17, 0.0], [0.8339, 0.1661, 0.0], [0.8406, 0.1594, 0.0]], "lloyd": [[0.6465, 0.3535, 0.0], [0.6501, 0.3499, 0.0], [0.6674, 0.3326, 0.0]]}}, {"e": 246, "ne": 5566, "mode": "gptq", "rel_gptq": 0.10083, "rel_rtn": 0.15741, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.119569, "best": 0.117027, "lloyd": 0.100831}, "norm_ratio": 0.992089, "cos": 0.99490756, "off_hist": {"best": [[0.8194, 0.1806, 0.0], [0.8303, 0.1697, 0.0], [0.842, 0.158, 0.0]], "lloyd": [[0.6472, 0.3528, 0.0], [0.6519, 0.3481, 0.0], [0.6822, 0.3178, 0.0]]}}, {"e": 247, "ne": 3867, "mode": "gptq", "rel_gptq": 0.12002, "rel_rtn": 0.1745, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.140338, "best": 0.137932, "lloyd": 0.120024}, "norm_ratio": 0.988725, "cos": 0.99277914, "off_hist": {"best": [[0.8086, 0.1914, 0.0], [0.8137, 0.1863, 0.0], [0.8337, 0.1663, 0.0]], "lloyd": [[0.6163, 0.3837, 0.0], [0.6226, 0.3774, 0.0], [0.648, 0.352, 0.0]]}}, {"e": 248, "ne": 4967, "mode": "gptq", "rel_gptq": 0.1214, "rel_rtn": 0.16428, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.141041, "best": 0.140951, "lloyd": 0.121403}, "norm_ratio": 0.988765, "cos": 0.99261069, "off_hist": {"best": [[0.8361, 0.1639, 0.0], [0.8398, 0.1602, 0.0], [0.8445, 0.1555, 0.0]], "lloyd": [[0.6618, 0.3382, 0.0], [0.6676, 0.3324, 0.0], [0.6836, 0.3164, 0.0]]}}, {"e": 249, "ne": 9780, "mode": "gptq", "rel_gptq": 0.09977, "rel_rtn": 0.16631, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.121588, "best": 0.114946, "lloyd": 0.099768}, "norm_ratio": 0.991557, "cos": 0.99501669, "off_hist": {"best": [[0.8235, 0.1765, 0.0], [0.8268, 0.1732, 0.0], [0.8334, 0.1666, 0.0]], "lloyd": [[0.6322, 0.3678, 0.0], [0.6377, 0.3623, 0.0], [0.6505, 0.3495, 0.0]]}}, {"e": 250, "ne": 7911, "mode": "gptq", "rel_gptq": 0.11809, "rel_rtn": 0.17646, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.140688, "best": 0.136547, "lloyd": 0.118093}, "norm_ratio": 0.988686, "cos": 0.99301195, "off_hist": {"best": [[0.8292, 0.1708, 0.0], [0.8303, 0.1697, 0.0], [0.8374, 0.1626, 0.0]], "lloyd": [[0.6436, 0.3564, 0.0], [0.6449, 0.3551, 0.0], [0.6579, 0.3421, 0.0]]}}, {"e": 251, "ne": 3974, "mode": "gptq", "rel_gptq": 0.12705, "rel_rtn": 0.17046, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.147247, "best": 0.147164, "lloyd": 0.127054}, "norm_ratio": 0.988307, "cos": 0.99190229, "off_hist": {"best": [[0.8302, 0.1698, 0.0], [0.8375, 0.1625, 0.0], [0.8463, 0.1537, 0.0]], "lloyd": [[0.6605, 0.3395, 0.0], [0.6672, 0.3328, 0.0], [0.692, 0.308, 0.0]]}}, {"e": 252, "ne": 2195, "mode": "gptq", "rel_gptq": 0.10826, "rel_rtn": 0.1732, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.127156, "best": 0.125194, "lloyd": 0.10826}, "norm_ratio": 0.991492, "cos": 0.99412608, "off_hist": {"best": [[0.823, 0.177, 0.0], [0.8285, 0.1715, 0.0], [0.8405, 0.1595, 0.0]], "lloyd": [[0.6339, 0.3661, 0.0], [0.6397, 0.3603, 0.0], [0.6683, 0.3317, 0.0]]}}, {"e": 253, "ne": 6590, "mode": "gptq", "rel_gptq": 0.1106, "rel_rtn": 0.16052, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.130878, "best": 0.127937, "lloyd": 0.110602}, "norm_ratio": 0.989944, "cos": 0.99387252, "off_hist": {"best": [[0.8305, 0.1695, 0.0], [0.8345, 0.1655, 0.0], [0.8448, 0.1552, 0.0]], "lloyd": [[0.654, 0.346, 0.0], [0.6589, 0.3411, 0.0], [0.6837, 0.3163, 0.0]]}}, {"e": 254, "ne": 11845, "mode": "gptq", "rel_gptq": 0.11808, "rel_rtn": 0.18995, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.142394, "best": 0.136048, "lloyd": 0.118079}, "norm_ratio": 0.990087, "cos": 0.99300849, "off_hist": {"best": [[0.8332, 0.1668, 0.0], [0.8355, 0.1645, 0.0], [0.8371, 0.1629, 0.0]], "lloyd": [[0.6455, 0.3545, 0.0], [0.649, 0.351, 0.0], [0.6554, 0.3446, 0.0]]}}, {"e": 255, "ne": 17844, "mode": "gptq", "rel_gptq": 0.09604, "rel_rtn": 0.15824, "winner": "lloyd", "damp": 0.3, "arms": {"r0": 0.117619, "best": 0.111033, "lloyd": 0.096042}, "norm_ratio": 0.990676, "cos": 0.99538839, "off_hist": {"best": [[0.8269, 0.1731, 0.0], [0.8318, 0.1682, 0.0], [0.8363, 0.1637, 0.0]], "lloyd": [[0.64, 0.36, 0.0], [0.6448, 0.3552, 0.0], [0.6559, 0.3441, 0.0]]}}]