layer,module,loss,damp,time 0,self_attn.k_proj,0.53966,0.01000,1.490 0,self_attn.v_proj,0.17356,0.01000,0.964 0,self_attn.q_proj,1.55280,0.01000,0.955 0,self_attn.o_proj,2.54713,0.01000,1.141 0,mlp.up_proj,0.69290,0.01000,1.258 0,mlp.gate_proj,0.75281,0.01000,0.988 0,mlp.down_proj,0.81006,0.01000,8.798 1,self_attn.k_proj,0.02486,0.01000,1.277 1,self_attn.v_proj,0.01224,0.01000,0.940 1,self_attn.q_proj,0.10666,0.01000,1.098 1,self_attn.o_proj,0.01940,0.01000,1.148 1,mlp.up_proj,5.79433,0.01000,1.457 1,mlp.gate_proj,18.81200,0.01000,1.112 1,mlp.down_proj,0.21990,0.01000,8.660 2,self_attn.k_proj,0.10618,0.01000,1.273 2,self_attn.v_proj,0.03970,0.01000,0.933 2,self_attn.q_proj,0.31007,0.01000,0.943 2,self_attn.o_proj,0.14541,0.01000,1.152 2,mlp.up_proj,10.79015,0.01000,1.613 2,mlp.gate_proj,25.18726,0.01000,1.290 2,mlp.down_proj,1.16048,0.01000,8.782 3,self_attn.k_proj,0.57526,0.01000,1.450 3,self_attn.v_proj,0.17818,0.01000,0.938 3,self_attn.q_proj,1.67201,0.01000,0.937 3,self_attn.o_proj,0.55687,0.01000,1.134 3,mlp.up_proj,12.66018,0.01000,1.285 3,mlp.gate_proj,29.05775,0.01000,0.969 3,mlp.down_proj,2.74987,0.01000,8.787 4,self_attn.k_proj,0.55781,0.01000,1.426 4,self_attn.v_proj,0.26831,0.01000,0.931 4,self_attn.q_proj,1.71284,0.01000,0.929 4,self_attn.o_proj,1.02728,0.01000,1.137 4,mlp.up_proj,32.99367,0.01000,1.240 4,mlp.gate_proj,63.05026,0.01000,0.960 4,mlp.down_proj,5.03007,0.01500,8.932 5,self_attn.k_proj,2.03079,0.01000,1.431 5,self_attn.v_proj,1.14501,0.01000,0.939 5,self_attn.q_proj,6.94641,0.01000,0.932 5,self_attn.o_proj,1.65732,0.01000,1.215 5,mlp.up_proj,60.95264,0.01000,1.238 5,mlp.gate_proj,107.80993,0.01000,0.960 5,mlp.down_proj,139.51671,0.01000,8.805 6,self_attn.k_proj,2.20616,0.01000,1.269 6,self_attn.v_proj,1.61331,0.01000,0.929 6,self_attn.q_proj,7.85690,0.01000,1.260 6,self_attn.o_proj,1.28838,0.01000,1.164 6,mlp.up_proj,109.00717,0.01000,1.373 6,mlp.gate_proj,183.73438,0.01000,0.980 6,mlp.down_proj,14.43628,0.01000,9.150 7,self_attn.k_proj,3.17064,0.01000,1.427 7,self_attn.v_proj,2.58386,0.01000,1.041 7,self_attn.q_proj,11.49703,0.01000,0.928 7,self_attn.o_proj,1.63847,0.01000,1.134 7,mlp.up_proj,150.42488,0.01000,1.237 7,mlp.gate_proj,252.86115,0.01000,0.966 7,mlp.down_proj,8.12370,0.01000,8.580 8,self_attn.k_proj,3.77977,0.01000,1.456 8,self_attn.v_proj,2.19693,0.01000,0.986 8,self_attn.q_proj,13.38968,0.01000,0.961 8,self_attn.o_proj,1.29118,0.01000,1.141 8,mlp.up_proj,105.27181,0.01000,1.483 8,mlp.gate_proj,172.19695,0.01000,1.160 8,mlp.down_proj,9.89248,0.01000,8.862 9,self_attn.k_proj,3.56575,0.01000,1.270 9,self_attn.v_proj,2.95083,0.01000,1.081 9,self_attn.q_proj,12.57006,0.01000,1.106 9,self_attn.o_proj,2.67334,0.01000,1.179 9,mlp.up_proj,61.88134,0.01000,1.247 9,mlp.gate_proj,66.86163,0.01000,1.001 9,mlp.down_proj,13.14908,0.01000,8.462 10,self_attn.k_proj,5.31941,0.01000,1.257 10,self_attn.v_proj,4.27224,0.01000,0.922 10,self_attn.q_proj,19.65371,0.01000,0.950 10,self_attn.o_proj,2.79873,0.01000,1.152 10,mlp.up_proj,73.90034,0.01000,1.248 10,mlp.gate_proj,79.72716,0.01000,1.023 10,mlp.down_proj,16.77984,0.01000,8.470 11,self_attn.k_proj,3.49322,0.01000,1.449 11,self_attn.v_proj,2.54261,0.01000,0.921 11,self_attn.q_proj,13.00608,0.01000,0.934 11,self_attn.o_proj,3.93276,0.01000,1.336 11,mlp.up_proj,82.92606,0.01000,1.269 11,mlp.gate_proj,99.91919,0.01000,0.949 11,mlp.down_proj,14.05655,0.01000,8.625 12,self_attn.k_proj,4.37296,0.01000,1.451 12,self_attn.v_proj,2.97676,0.01000,1.106 12,self_attn.q_proj,16.39845,0.01000,0.931 12,self_attn.o_proj,4.22290,0.01000,1.515 12,mlp.up_proj,87.65687,0.01000,1.600 12,mlp.gate_proj,93.68736,0.01000,0.970 12,mlp.down_proj,17.95013,0.01000,8.453 13,self_attn.k_proj,5.09750,0.01000,1.269 13,self_attn.v_proj,3.69357,0.01000,0.984 13,self_attn.q_proj,18.18220,0.01000,0.930 13,self_attn.o_proj,4.47614,0.01000,1.141 13,mlp.up_proj,101.75060,0.01000,1.247 13,mlp.gate_proj,109.67414,0.01000,0.974 13,mlp.down_proj,21.70619,0.01000,8.489 14,self_attn.k_proj,6.61418,0.01000,1.263 14,self_attn.v_proj,4.31423,0.01000,0.925 14,self_attn.q_proj,23.50526,0.01000,1.000 14,self_attn.o_proj,4.63873,0.01000,1.166 14,mlp.up_proj,107.56390,0.01000,1.280 14,mlp.gate_proj,117.07451,0.01000,0.978 14,mlp.down_proj,23.25642,0.01000,8.529 15,self_attn.k_proj,5.78398,0.01000,1.300 15,self_attn.v_proj,4.46827,0.01000,0.941 15,self_attn.q_proj,20.62718,0.01000,0.930 15,self_attn.o_proj,5.82643,0.01000,1.134 15,mlp.up_proj,110.15582,0.01000,1.244 15,mlp.gate_proj,124.60296,0.01000,0.967 15,mlp.down_proj,24.58937,0.01000,8.426 16,self_attn.k_proj,5.08636,0.01000,1.281 16,self_attn.v_proj,3.05057,0.01000,0.946 16,self_attn.q_proj,17.22764,0.01000,0.949 16,self_attn.o_proj,4.19087,0.01000,1.126 16,mlp.up_proj,105.15812,0.01000,1.250 16,mlp.gate_proj,113.15086,0.01000,0.957 16,mlp.down_proj,22.30483,0.01000,8.683 17,self_attn.k_proj,6.76680,0.01000,1.277 17,self_attn.v_proj,3.96308,0.01000,0.921 17,self_attn.q_proj,23.16101,0.01000,1.188 17,self_attn.o_proj,4.02099,0.01000,1.268 17,mlp.up_proj,104.61138,0.01000,1.252 17,mlp.gate_proj,110.92574,0.01000,0.967 17,mlp.down_proj,21.96814,0.01000,8.698 18,self_attn.k_proj,6.72667,0.01000,1.413 18,self_attn.v_proj,3.97756,0.01000,1.125 18,self_attn.q_proj,23.07771,0.01000,0.942 18,self_attn.o_proj,4.32884,0.01000,1.341 18,mlp.up_proj,103.39982,0.01000,1.269 18,mlp.gate_proj,108.88790,0.01000,0.982 18,mlp.down_proj,22.06995,0.01000,8.522 19,self_attn.k_proj,6.17710,0.01000,1.298 19,self_attn.v_proj,4.17655,0.01000,1.136 19,self_attn.q_proj,22.42968,0.01000,0.932 19,self_attn.o_proj,3.13122,0.01000,1.139 19,mlp.up_proj,105.41339,0.01000,1.241 19,mlp.gate_proj,110.83884,0.01000,0.963 19,mlp.down_proj,22.23080,0.01000,8.521 20,self_attn.k_proj,7.11638,0.01000,1.268 20,self_attn.v_proj,3.97710,0.01000,0.923 20,self_attn.q_proj,24.46840,0.01000,0.946 20,self_attn.o_proj,4.52675,0.01000,1.174 20,mlp.up_proj,100.88803,0.01000,1.253 20,mlp.gate_proj,104.36470,0.01000,0.969 20,mlp.down_proj,21.79596,0.01000,8.516 21,self_attn.k_proj,6.03296,0.01000,1.274 21,self_attn.v_proj,3.66401,0.01000,0.919 21,self_attn.q_proj,20.73193,0.01000,0.924 21,self_attn.o_proj,5.13745,0.01000,1.139 21,mlp.up_proj,99.02091,0.01000,1.355 21,mlp.gate_proj,103.00349,0.01000,0.979 21,mlp.down_proj,21.45499,0.01000,8.474 22,self_attn.k_proj,6.63440,0.01000,1.263 22,self_attn.v_proj,5.26538,0.01000,0.975 22,self_attn.q_proj,23.62456,0.01000,0.928 22,self_attn.o_proj,7.12587,0.01000,1.128 22,mlp.up_proj,105.46872,0.01000,1.277 22,mlp.gate_proj,109.58307,0.01000,1.071 22,mlp.down_proj,24.26682,0.01000,8.897 23,self_attn.k_proj,6.67359,0.01000,1.292 23,self_attn.v_proj,5.60262,0.01000,0.965 23,self_attn.q_proj,24.43671,0.01000,0.958 23,self_attn.o_proj,8.34418,0.01000,1.144 23,mlp.up_proj,113.67937,0.01000,1.242 23,mlp.gate_proj,120.08774,0.01000,1.012 23,mlp.down_proj,26.63996,0.01000,8.528 24,self_attn.k_proj,8.58777,0.01000,1.272 24,self_attn.v_proj,5.61008,0.01000,0.923 24,self_attn.q_proj,30.16405,0.01000,0.925 24,self_attn.o_proj,6.62101,0.01000,1.133 24,mlp.up_proj,115.92421,0.01000,1.393 24,mlp.gate_proj,120.65157,0.01000,0.978 24,mlp.down_proj,26.97276,0.01000,8.687 25,self_attn.k_proj,9.47319,0.01000,1.274 25,self_attn.v_proj,7.21532,0.01000,0.934 25,self_attn.q_proj,34.70467,0.01000,0.936 25,self_attn.o_proj,6.21657,0.01000,1.144 25,mlp.up_proj,118.43693,0.01000,1.700 25,mlp.gate_proj,121.38889,0.01000,1.313 25,mlp.down_proj,29.26573,0.01000,8.584 26,self_attn.k_proj,8.43508,0.01000,1.385 26,self_attn.v_proj,4.90119,0.01000,1.049 26,self_attn.q_proj,30.64423,0.01000,0.925 26,self_attn.o_proj,7.85519,0.01000,1.135 26,mlp.up_proj,124.51295,0.01000,1.405 26,mlp.gate_proj,126.57668,0.01000,0.971 26,mlp.down_proj,32.24350,0.01000,8.581 27,self_attn.k_proj,8.42888,0.01000,1.267 27,self_attn.v_proj,5.21856,0.01000,1.086 27,self_attn.q_proj,28.05886,0.01000,1.084 27,self_attn.o_proj,10.93198,0.01000,1.144 27,mlp.up_proj,130.71201,0.01000,1.355 27,mlp.gate_proj,133.11435,0.01000,0.969 27,mlp.down_proj,36.24244,0.01000,8.843 28,self_attn.k_proj,8.12982,0.01000,1.405 28,self_attn.v_proj,7.90176,0.01000,1.060 28,self_attn.q_proj,30.74595,0.01000,0.935 28,self_attn.o_proj,13.81123,0.01000,1.134 28,mlp.up_proj,145.56567,0.01000,1.270 28,mlp.gate_proj,146.83099,0.01000,0.990 28,mlp.down_proj,42.01427,0.01000,8.842 29,self_attn.k_proj,12.07349,0.01000,1.266 29,self_attn.v_proj,9.63993,0.01000,0.929 29,self_attn.q_proj,42.16261,0.01000,0.963 29,self_attn.o_proj,14.69437,0.01000,1.140 29,mlp.up_proj,159.04959,0.01000,1.299 29,mlp.gate_proj,159.75598,0.01000,1.269 29,mlp.down_proj,46.12945,0.01000,8.663 30,self_attn.k_proj,10.32176,0.01000,1.275 30,self_attn.v_proj,10.01948,0.01000,0.933 30,self_attn.q_proj,38.92873,0.01000,0.938 30,self_attn.o_proj,21.64181,0.01000,1.151 30,mlp.up_proj,171.86900,0.01000,1.251 30,mlp.gate_proj,172.49611,0.01000,0.963 30,mlp.down_proj,50.09948,0.01000,8.510 31,self_attn.k_proj,11.22504,0.01000,1.282 31,self_attn.v_proj,10.12482,0.01000,0.931 31,self_attn.q_proj,40.96939,0.01000,0.933 31,self_attn.o_proj,18.14926,0.01000,1.169 31,mlp.up_proj,189.62358,0.01000,1.245 31,mlp.gate_proj,190.55191,0.01000,0.973 31,mlp.down_proj,55.26977,0.01000,8.509 32,self_attn.k_proj,10.25641,0.01000,1.271 32,self_attn.v_proj,7.28995,0.01000,0.926 32,self_attn.q_proj,35.27474,0.01000,0.925 32,self_attn.o_proj,14.26886,0.01000,1.136 32,mlp.up_proj,209.85599,0.01000,1.245 32,mlp.gate_proj,219.26126,0.01000,0.969 32,mlp.down_proj,57.27239,0.01000,8.589 33,self_attn.k_proj,11.10461,0.01000,1.270 33,self_attn.v_proj,8.20295,0.01000,0.965 33,self_attn.q_proj,40.33696,0.01000,0.946 33,self_attn.o_proj,15.98749,0.01000,1.142 33,mlp.up_proj,195.84024,0.01000,1.247 33,mlp.gate_proj,200.37985,0.01000,1.002 33,mlp.down_proj,53.18279,0.01000,8.499 34,self_attn.k_proj,10.66107,0.01000,1.268 34,self_attn.v_proj,8.88651,0.01000,0.930 34,self_attn.q_proj,39.38802,0.01000,0.946 34,self_attn.o_proj,19.67057,0.01000,1.139 34,mlp.up_proj,192.61096,0.01000,1.238 34,mlp.gate_proj,193.08298,0.01000,1.217 34,mlp.down_proj,52.38768,0.01000,8.499 35,self_attn.k_proj,11.24684,0.01000,1.267 35,self_attn.v_proj,8.66330,0.01000,0.929 35,self_attn.q_proj,45.39143,0.01000,0.910 35,self_attn.o_proj,12.63378,0.01000,1.143 35,mlp.up_proj,194.32137,0.01000,1.255 35,mlp.gate_proj,194.40317,0.01000,0.966 35,mlp.down_proj,51.32239,0.01000,9.518 36,self_attn.k_proj,11.44936,0.01000,1.275 36,self_attn.v_proj,8.32555,0.01000,0.932 36,self_attn.q_proj,43.03923,0.01000,0.933 36,self_attn.o_proj,16.09558,0.01000,1.174 36,mlp.up_proj,179.92062,0.01000,1.245 36,mlp.gate_proj,173.26790,0.01000,0.969 36,mlp.down_proj,49.22428,0.01000,8.646 37,self_attn.k_proj,10.25008,0.01000,1.291 37,self_attn.v_proj,7.96898,0.01000,0.942 37,self_attn.q_proj,38.04790,0.01000,0.984 37,self_attn.o_proj,15.02427,0.01000,1.479 37,mlp.up_proj,177.16153,0.01000,1.247 37,mlp.gate_proj,169.97108,0.01000,0.972 37,mlp.down_proj,46.48360,0.01000,8.538 38,self_attn.k_proj,11.51248,0.01000,1.298 38,self_attn.v_proj,11.75664,0.01000,1.015 38,self_attn.q_proj,42.23042,0.01000,0.975 38,self_attn.o_proj,19.09433,0.01000,1.377 38,mlp.up_proj,180.97734,0.01000,1.254 38,mlp.gate_proj,174.20175,0.01000,0.974 38,mlp.down_proj,58.27536,0.01000,8.581 39,self_attn.k_proj,11.20213,0.01000,1.284 39,self_attn.v_proj,12.62899,0.01000,0.937 39,self_attn.q_proj,44.96064,0.01000,0.963 39,self_attn.o_proj,19.14598,0.01000,1.185 39,mlp.up_proj,186.05180,0.01000,1.245 39,mlp.gate_proj,185.77634,0.01000,1.008 39,mlp.down_proj,50.88636,0.01000,8.598 40,self_attn.k_proj,14.22301,0.01000,1.306 40,self_attn.v_proj,10.77782,0.01000,0.981 40,self_attn.q_proj,50.23644,0.01000,0.935 40,self_attn.o_proj,19.08566,0.01000,1.191 40,mlp.up_proj,180.20349,0.01000,1.243 40,mlp.gate_proj,177.37552,0.01000,0.963 40,mlp.down_proj,46.75755,0.01000,8.513 41,self_attn.k_proj,13.72887,0.01000,1.273 41,self_attn.v_proj,14.14500,0.01000,1.151 41,self_attn.q_proj,53.28998,0.01000,0.947 41,self_attn.o_proj,15.58919,0.01000,1.147 41,mlp.up_proj,180.43398,0.01000,1.277 41,mlp.gate_proj,172.97801,0.01000,0.979 41,mlp.down_proj,49.37529,0.01000,8.860 42,self_attn.k_proj,12.07812,0.01000,1.277 42,self_attn.v_proj,8.64178,0.01000,0.933 42,self_attn.q_proj,46.23958,0.01000,0.933 42,self_attn.o_proj,14.50378,0.01000,1.167 42,mlp.up_proj,191.07675,0.01000,1.246 42,mlp.gate_proj,179.97032,0.01000,0.971 42,mlp.down_proj,57.29827,0.01000,8.657 43,self_attn.k_proj,11.94348,0.01000,1.279 43,self_attn.v_proj,10.25969,0.01000,0.935 43,self_attn.q_proj,43.44026,0.01000,0.940 43,self_attn.o_proj,18.72706,0.01000,1.263 43,mlp.up_proj,200.86743,0.01000,1.257 43,mlp.gate_proj,189.67142,0.01000,1.071 43,mlp.down_proj,76.13384,0.01000,8.788 44,self_attn.k_proj,10.32403,0.01000,1.321 44,self_attn.v_proj,14.51723,0.01000,1.049 44,self_attn.q_proj,43.69575,0.01000,0.939 44,self_attn.o_proj,24.12728,0.01000,1.152 44,mlp.up_proj,208.96091,0.01000,1.405 44,mlp.gate_proj,196.69298,0.01000,0.968 44,mlp.down_proj,71.44009,0.01000,8.807 45,self_attn.k_proj,13.02584,0.01000,1.380 45,self_attn.v_proj,14.79851,0.01000,0.939 45,self_attn.q_proj,49.48638,0.01000,0.929 45,self_attn.o_proj,24.95389,0.01000,1.137 45,mlp.up_proj,212.56363,0.01000,1.240 45,mlp.gate_proj,200.31342,0.01000,0.957 45,mlp.down_proj,75.42258,0.01000,8.687 46,self_attn.k_proj,11.31810,0.01000,1.266 46,self_attn.v_proj,16.53499,0.01000,0.942 46,self_attn.q_proj,46.83514,0.01000,0.934 46,self_attn.o_proj,33.60555,0.01000,1.117 46,mlp.up_proj,224.04266,0.01000,1.262 46,mlp.gate_proj,212.64154,0.01000,0.969 46,mlp.down_proj,83.62057,0.01000,8.757 47,self_attn.k_proj,11.67283,0.01000,1.265 47,self_attn.v_proj,14.67051,0.01000,0.934 47,self_attn.q_proj,47.34102,0.01000,0.928 47,self_attn.o_proj,25.83877,0.01000,1.133 47,mlp.up_proj,248.14766,0.01000,1.233 47,mlp.gate_proj,237.62746,0.01000,0.959 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