layer,module,loss,damp,time 0,self_attn.k_proj,0.14759,0.01000,2.484 0,self_attn.v_proj,0.04778,0.01000,2.141 0,self_attn.q_proj,0.42236,0.01000,2.260 0,self_attn.o_proj,0.85355,0.01000,2.224 0,mlp.up_proj,0.28039,0.01000,2.664 0,mlp.gate_proj,0.30341,0.01000,2.661 0,mlp.down_proj,0.19020,0.01000,15.630 1,self_attn.k_proj,0.00943,0.01000,2.149 1,self_attn.v_proj,0.00441,0.01000,2.138 1,self_attn.q_proj,0.03269,0.01000,2.224 1,self_attn.o_proj,0.01165,0.01000,2.235 1,mlp.up_proj,2.02468,0.01000,2.669 1,mlp.gate_proj,5.55304,0.01000,2.666 1,mlp.down_proj,0.06478,0.01000,15.506 2,self_attn.k_proj,0.04094,0.01000,2.129 2,self_attn.v_proj,0.01386,0.01000,2.125 2,self_attn.q_proj,0.11674,0.01000,2.206 2,self_attn.o_proj,0.07361,0.01000,2.193 2,mlp.up_proj,3.93100,0.01000,2.611 2,mlp.gate_proj,8.40991,0.01000,2.619 2,mlp.down_proj,0.26355,0.01000,15.368 3,self_attn.k_proj,0.19614,0.01000,2.086 3,self_attn.v_proj,0.06155,0.01000,2.062 3,self_attn.q_proj,0.57232,0.01000,2.162 3,self_attn.o_proj,0.19750,0.01000,2.171 3,mlp.up_proj,4.41594,0.01000,2.585 3,mlp.gate_proj,10.16137,0.01000,2.586 3,mlp.down_proj,0.51209,0.01000,15.211 4,self_attn.k_proj,0.17479,0.01000,2.073 4,self_attn.v_proj,0.08406,0.01000,2.085 4,self_attn.q_proj,0.53482,0.01000,2.179 4,self_attn.o_proj,0.40690,0.01000,2.178 4,mlp.up_proj,11.14914,0.01000,2.597 4,mlp.gate_proj,22.20761,0.01000,2.579 4,mlp.down_proj,32.01582,0.01000,15.168 5,self_attn.k_proj,0.59854,0.01000,2.093 5,self_attn.v_proj,0.34071,0.01000,2.069 5,self_attn.q_proj,2.02017,0.01000,2.188 5,self_attn.o_proj,0.49049,0.01000,2.137 5,mlp.up_proj,19.28526,0.01000,2.593 5,mlp.gate_proj,36.70102,0.01000,2.580 5,mlp.down_proj,154.00821,0.01000,15.194 6,self_attn.k_proj,0.61412,0.01000,2.091 6,self_attn.v_proj,0.45020,0.01000,2.054 6,self_attn.q_proj,2.17631,0.01000,2.167 6,self_attn.o_proj,0.47241,0.01000,2.144 6,mlp.up_proj,32.60718,0.01000,2.593 6,mlp.gate_proj,60.33723,0.01000,2.569 6,mlp.down_proj,8.32316,0.01000,15.081 7,self_attn.k_proj,0.83956,0.01000,2.068 7,self_attn.v_proj,0.68598,0.01000,2.041 7,self_attn.q_proj,3.02862,0.01000,2.142 7,self_attn.o_proj,0.52821,0.01000,2.140 7,mlp.up_proj,42.21741,0.01000,2.577 7,mlp.gate_proj,77.33169,0.01000,2.580 7,mlp.down_proj,1.16492,0.01000,15.080 8,self_attn.k_proj,1.02881,0.01000,2.054 8,self_attn.v_proj,0.58293,0.01000,2.042 8,self_attn.q_proj,3.54941,0.01000,2.143 8,self_attn.o_proj,0.38053,0.01000,2.141 8,mlp.up_proj,28.03920,0.01000,2.579 8,mlp.gate_proj,49.43517,0.01000,2.554 8,mlp.down_proj,1.44708,0.01000,15.093 9,self_attn.k_proj,0.88202,0.01000,2.051 9,self_attn.v_proj,0.72862,0.01000,2.040 9,self_attn.q_proj,3.13369,0.01000,2.163 9,self_attn.o_proj,0.70003,0.01000,2.144 9,mlp.up_proj,15.29657,0.01000,2.600 9,mlp.gate_proj,16.31329,0.01000,2.581 9,mlp.down_proj,1.97667,0.01000,15.072 10,self_attn.k_proj,1.31256,0.01000,2.068 10,self_attn.v_proj,1.04775,0.01000,2.045 10,self_attn.q_proj,4.85158,0.01000,2.153 10,self_attn.o_proj,0.75653,0.01000,2.147 10,mlp.up_proj,18.32742,0.01000,2.581 10,mlp.gate_proj,19.62621,0.01000,2.553 10,mlp.down_proj,2.51274,0.01000,15.062 11,self_attn.k_proj,0.92103,0.01000,2.068 11,self_attn.v_proj,0.66147,0.01000,2.034 11,self_attn.q_proj,3.37763,0.01000,2.153 11,self_attn.o_proj,1.19163,0.01000,2.149 11,mlp.up_proj,21.96286,0.01000,2.573 11,mlp.gate_proj,26.59977,0.01000,2.556 11,mlp.down_proj,2.45200,0.01000,15.161 12,self_attn.k_proj,1.15361,0.01000,2.037 12,self_attn.v_proj,0.78825,0.01000,2.062 12,self_attn.q_proj,4.28076,0.01000,2.154 12,self_attn.o_proj,1.29246,0.01000,2.149 12,mlp.up_proj,23.35723,0.01000,2.607 12,mlp.gate_proj,24.96240,0.01000,2.574 12,mlp.down_proj,3.20968,0.01000,15.174 13,self_attn.k_proj,1.32605,0.01000,2.070 13,self_attn.v_proj,0.96522,0.01000,2.053 13,self_attn.q_proj,4.73218,0.01000,2.160 13,self_attn.o_proj,1.25642,0.01000,2.141 13,mlp.up_proj,27.13617,0.01000,2.572 13,mlp.gate_proj,29.29358,0.01000,2.570 13,mlp.down_proj,3.70605,0.01000,15.087 14,self_attn.k_proj,1.71659,0.01000,2.041 14,self_attn.v_proj,1.15498,0.01000,2.037 14,self_attn.q_proj,6.14982,0.01000,2.175 14,self_attn.o_proj,1.55901,0.01000,2.136 14,mlp.up_proj,29.43851,0.01000,2.601 14,mlp.gate_proj,32.02113,0.01000,2.572 14,mlp.down_proj,4.22360,0.01000,15.129 15,self_attn.k_proj,1.54492,0.01000,2.071 15,self_attn.v_proj,1.23654,0.01000,2.051 15,self_attn.q_proj,5.59133,0.01000,2.158 15,self_attn.o_proj,1.80014,0.01000,2.152 15,mlp.up_proj,30.82312,0.01000,2.602 15,mlp.gate_proj,34.99627,0.01000,2.570 15,mlp.down_proj,4.58144,0.01000,15.097 16,self_attn.k_proj,1.39982,0.01000,2.077 16,self_attn.v_proj,0.86159,0.01000,2.046 16,self_attn.q_proj,4.69837,0.01000,2.164 16,self_attn.o_proj,1.33236,0.01000,2.148 16,mlp.up_proj,30.18490,0.01000,2.584 16,mlp.gate_proj,32.57851,0.01000,2.575 16,mlp.down_proj,4.44024,0.01000,15.135 17,self_attn.k_proj,1.88747,0.01000,2.078 17,self_attn.v_proj,1.13253,0.01000,2.048 17,self_attn.q_proj,6.48551,0.01000,2.147 17,self_attn.o_proj,1.33927,0.01000,2.126 17,mlp.up_proj,30.77404,0.01000,2.598 17,mlp.gate_proj,32.73363,0.01000,2.570 17,mlp.down_proj,4.51064,0.01000,15.042 18,self_attn.k_proj,1.91154,0.01000,2.043 18,self_attn.v_proj,1.16138,0.01000,2.036 18,self_attn.q_proj,6.55853,0.01000,2.148 18,self_attn.o_proj,1.32456,0.01000,2.125 18,mlp.up_proj,30.88861,0.01000,2.588 18,mlp.gate_proj,32.59165,0.01000,2.543 18,mlp.down_proj,4.68022,0.01000,15.054 19,self_attn.k_proj,1.76725,0.01000,2.043 19,self_attn.v_proj,1.22466,0.01000,2.038 19,self_attn.q_proj,6.40973,0.01000,2.147 19,self_attn.o_proj,1.12863,0.01000,2.143 19,mlp.up_proj,31.80856,0.01000,2.567 19,mlp.gate_proj,33.51109,0.01000,2.567 19,mlp.down_proj,4.89549,0.01000,15.088 20,self_attn.k_proj,2.03313,0.01000,2.067 20,self_attn.v_proj,1.18035,0.01000,2.034 20,self_attn.q_proj,7.07322,0.01000,2.158 20,self_attn.o_proj,1.62964,0.01000,2.136 20,mlp.up_proj,31.07901,0.01000,2.565 20,mlp.gate_proj,32.24667,0.01000,2.572 20,mlp.down_proj,5.08143,0.01000,15.019 21,self_attn.k_proj,1.79541,0.01000,2.057 21,self_attn.v_proj,1.11176,0.01000,2.038 21,self_attn.q_proj,6.30344,0.01000,2.142 21,self_attn.o_proj,1.71436,0.01000,2.135 21,mlp.up_proj,31.17628,0.01000,2.589 21,mlp.gate_proj,32.42353,0.01000,2.566 21,mlp.down_proj,5.24079,0.01000,14.979 22,self_attn.k_proj,1.99891,0.01000,2.052 22,self_attn.v_proj,1.56671,0.01000,2.025 22,self_attn.q_proj,7.28779,0.01000,2.124 22,self_attn.o_proj,2.34521,0.01000,2.132 22,mlp.up_proj,32.94751,0.01000,2.584 22,mlp.gate_proj,34.55493,0.01000,2.560 22,mlp.down_proj,5.67573,0.01000,15.009 23,self_attn.k_proj,2.00533,0.01000,2.051 23,self_attn.v_proj,1.68959,0.01000,2.026 23,self_attn.q_proj,7.47253,0.01000,2.133 23,self_attn.o_proj,2.62355,0.01000,2.127 23,mlp.up_proj,35.32894,0.01000,2.552 23,mlp.gate_proj,37.14929,0.01000,2.552 23,mlp.down_proj,6.09524,0.01000,15.049 24,self_attn.k_proj,2.51866,0.01000,2.055 24,self_attn.v_proj,1.71742,0.01000,2.034 24,self_attn.q_proj,9.01884,0.01000,2.126 24,self_attn.o_proj,2.08752,0.01000,2.124 24,mlp.up_proj,36.47124,0.01000,2.558 24,mlp.gate_proj,37.90562,0.01000,2.558 24,mlp.down_proj,6.31163,0.01000,15.032 25,self_attn.k_proj,2.81450,0.01000,2.060 25,self_attn.v_proj,2.10430,0.01000,2.020 25,self_attn.q_proj,10.48103,0.01000,2.140 25,self_attn.o_proj,2.01236,0.01000,2.120 25,mlp.up_proj,37.75060,0.01000,2.590 25,mlp.gate_proj,38.56287,0.01000,2.570 25,mlp.down_proj,7.12388,0.01000,15.066 26,self_attn.k_proj,2.54902,0.01000,2.047 26,self_attn.v_proj,1.52489,0.01000,2.035 26,self_attn.q_proj,9.29748,0.01000,2.135 26,self_attn.o_proj,2.35074,0.01000,2.125 26,mlp.up_proj,39.28556,0.01000,2.581 26,mlp.gate_proj,40.27782,0.01000,2.593 26,mlp.down_proj,7.73516,0.01000,15.138 27,self_attn.k_proj,2.52401,0.01000,2.053 27,self_attn.v_proj,1.58845,0.01000,2.038 27,self_attn.q_proj,8.64960,0.01000,2.145 27,self_attn.o_proj,3.64579,0.01000,2.135 27,mlp.up_proj,41.84594,0.01000,2.592 27,mlp.gate_proj,42.24600,0.01000,2.566 27,mlp.down_proj,9.10108,0.01000,15.079 28,self_attn.k_proj,2.45527,0.01000,2.076 28,self_attn.v_proj,2.39197,0.01000,2.047 28,self_attn.q_proj,9.47242,0.01000,2.161 28,self_attn.o_proj,4.16212,0.01000,2.155 28,mlp.up_proj,46.93450,0.01000,2.610 28,mlp.gate_proj,47.00443,0.01000,2.597 28,mlp.down_proj,10.88123,0.01000,15.090 29,self_attn.k_proj,3.62994,0.01000,2.055 29,self_attn.v_proj,2.99594,0.01000,2.038 29,self_attn.q_proj,13.05827,0.01000,2.150 29,self_attn.o_proj,5.01723,0.01000,2.141 29,mlp.up_proj,52.26974,0.01000,2.574 29,mlp.gate_proj,51.12096,0.01000,2.580 29,mlp.down_proj,12.04160,0.01000,15.060 30,self_attn.k_proj,3.23104,0.01000,2.063 30,self_attn.v_proj,3.15648,0.01000,2.038 30,self_attn.q_proj,12.52689,0.01000,2.138 30,self_attn.o_proj,7.27131,0.01000,2.138 30,mlp.up_proj,56.02477,0.01000,2.565 30,mlp.gate_proj,56.78723,0.01000,2.546 30,mlp.down_proj,13.24996,0.01000,15.027 31,self_attn.k_proj,3.50141,0.01000,2.050 31,self_attn.v_proj,3.32452,0.01000,2.013 31,self_attn.q_proj,13.22685,0.01000,2.127 31,self_attn.o_proj,5.18491,0.01000,2.122 31,mlp.up_proj,62.81464,0.01000,2.587 31,mlp.gate_proj,61.39108,0.01000,2.618 31,mlp.down_proj,14.24612,0.01000,15.011 32,self_attn.k_proj,3.16513,0.01000,2.038 32,self_attn.v_proj,2.34089,0.01000,2.023 32,self_attn.q_proj,11.00786,0.01000,2.126 32,self_attn.o_proj,4.82914,0.01000,2.121 32,mlp.up_proj,70.27543,0.01000,2.574 32,mlp.gate_proj,72.29030,0.01000,2.549 32,mlp.down_proj,14.60766,0.01000,15.111 33,self_attn.k_proj,3.49856,0.01000,2.042 33,self_attn.v_proj,2.61506,0.01000,2.018 33,self_attn.q_proj,12.92368,0.01000,2.134 33,self_attn.o_proj,5.01068,0.01000,2.134 33,mlp.up_proj,66.52609,0.01000,2.579 33,mlp.gate_proj,67.92747,0.01000,2.615 33,mlp.down_proj,14.08141,0.01000,15.083 34,self_attn.k_proj,3.36113,0.01000,2.049 34,self_attn.v_proj,2.86441,0.01000,2.030 34,self_attn.q_proj,12.65842,0.01000,2.136 34,self_attn.o_proj,6.22371,0.01000,2.129 34,mlp.up_proj,64.96260,0.01000,2.546 34,mlp.gate_proj,65.28154,0.01000,2.535 34,mlp.down_proj,13.88619,0.01000,15.013 35,self_attn.k_proj,3.53404,0.01000,2.058 35,self_attn.v_proj,2.84630,0.01000,2.015 35,self_attn.q_proj,14.21299,0.01000,2.149 35,self_attn.o_proj,4.53214,0.01000,2.146 35,mlp.up_proj,67.61098,0.01000,2.569 35,mlp.gate_proj,66.16603,0.01000,2.560 35,mlp.down_proj,14.74694,0.01000,14.992 36,self_attn.k_proj,3.63011,0.01000,2.065 36,self_attn.v_proj,2.83161,0.01000,2.028 36,self_attn.q_proj,13.87941,0.01000,2.132 36,self_attn.o_proj,5.83687,0.01000,2.139 36,mlp.up_proj,63.37584,0.01000,2.576 36,mlp.gate_proj,60.55433,0.01000,2.555 36,mlp.down_proj,14.23125,0.01000,14.997 37,self_attn.k_proj,3.40998,0.01000,2.047 37,self_attn.v_proj,2.73588,0.01000,2.030 37,self_attn.q_proj,12.95762,0.01000,2.128 37,self_attn.o_proj,5.19972,0.01000,2.126 37,mlp.up_proj,65.41660,0.01000,2.536 37,mlp.gate_proj,61.20952,0.01000,2.565 37,mlp.down_proj,14.66734,0.01000,15.036 38,self_attn.k_proj,3.79787,0.01000,2.038 38,self_attn.v_proj,3.97319,0.01000,2.027 38,self_attn.q_proj,14.66671,0.01000,2.144 38,self_attn.o_proj,6.68994,0.01000,2.130 38,mlp.up_proj,67.35445,0.01000,2.561 38,mlp.gate_proj,64.34769,0.01000,2.578 38,mlp.down_proj,15.30048,0.01000,15.120 39,self_attn.k_proj,3.76746,0.01000,2.063 39,self_attn.v_proj,4.41980,0.01000,2.037 39,self_attn.q_proj,15.47801,0.01000,2.144 39,self_attn.o_proj,7.43495,0.01000,2.134 39,mlp.up_proj,71.01117,0.01000,2.559 39,mlp.gate_proj,69.03329,0.01000,2.563 39,mlp.down_proj,16.05608,0.01000,15.024 40,self_attn.k_proj,4.57660,0.01000,2.049 40,self_attn.v_proj,3.87840,0.01000,2.030 40,self_attn.q_proj,17.20158,0.01000,2.151 40,self_attn.o_proj,6.93013,0.01000,2.139 40,mlp.up_proj,71.18617,0.01000,2.567 40,mlp.gate_proj,69.61458,0.01000,2.556 40,mlp.down_proj,15.88490,0.01000,15.014 41,self_attn.k_proj,4.76727,0.01000,2.056 41,self_attn.v_proj,4.81908,0.01000,2.031 41,self_attn.q_proj,19.20961,0.01000,2.118 41,self_attn.o_proj,6.69989,0.01000,2.129 41,mlp.up_proj,74.26466,0.01000,2.553 41,mlp.gate_proj,70.59871,0.01000,2.558 41,mlp.down_proj,18.33313,0.01000,14.984 42,self_attn.k_proj,4.47236,0.01000,2.059 42,self_attn.v_proj,3.39799,0.01000,2.025 42,self_attn.q_proj,17.14044,0.01000,2.141 42,self_attn.o_proj,5.93743,0.01000,2.127 42,mlp.up_proj,79.74078,0.01000,2.563 42,mlp.gate_proj,73.17714,0.01000,2.546 42,mlp.down_proj,20.60718,0.01000,15.042 43,self_attn.k_proj,4.53610,0.01000,2.051 43,self_attn.v_proj,4.03981,0.01000,2.030 43,self_attn.q_proj,16.91519,0.01000,2.145 43,self_attn.o_proj,8.21073,0.01000,2.127 43,mlp.up_proj,85.43062,0.01000,2.579 43,mlp.gate_proj,79.66158,0.01000,2.586 43,mlp.down_proj,25.38427,0.01000,15.142 44,self_attn.k_proj,4.02587,0.01000,2.107 44,self_attn.v_proj,5.86919,0.01000,2.041 44,self_attn.q_proj,17.58058,0.01000,2.142 44,self_attn.o_proj,10.56914,0.01000,2.141 44,mlp.up_proj,92.13539,0.01000,2.558 44,mlp.gate_proj,85.97342,0.01000,2.570 44,mlp.down_proj,28.30587,0.01000,15.035 45,self_attn.k_proj,5.02208,0.01000,2.051 45,self_attn.v_proj,6.30884,0.01000,2.008 45,self_attn.q_proj,20.60764,0.01000,2.123 45,self_attn.o_proj,12.94785,0.01000,2.125 45,mlp.up_proj,98.92355,0.01000,2.550 45,mlp.gate_proj,91.70941,0.01000,2.568 45,mlp.down_proj,32.20315,0.01000,15.015 46,self_attn.k_proj,4.75849,0.01000,2.045 46,self_attn.v_proj,6.99170,0.01000,2.036 46,self_attn.q_proj,20.32048,0.01000,2.140 46,self_attn.o_proj,16.28790,0.01000,2.133 46,mlp.up_proj,106.34245,0.01000,2.565 46,mlp.gate_proj,98.07213,0.01000,2.538 46,mlp.down_proj,35.81041,0.01000,15.027 47,self_attn.k_proj,5.02474,0.01000,2.046 47,self_attn.v_proj,6.55781,0.01000,2.010 47,self_attn.q_proj,21.06978,0.01000,2.132 47,self_attn.o_proj,11.52919,0.01000,2.117 47,mlp.up_proj,117.39614,0.01000,2.584 47,mlp.gate_proj,111.33775,0.01000,2.553 47,mlp.down_proj,41.17200,0.01000,15.052 48,self_attn.k_proj,5.11686,0.01000,2.088 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51,mlp.up_proj,178.53040,0.01000,2.563 51,mlp.gate_proj,180.57861,0.01000,2.544 51,mlp.down_proj,75.73093,0.01000,15.086 52,self_attn.k_proj,5.68159,0.01000,2.094 52,self_attn.v_proj,12.43637,0.01000,2.064 52,self_attn.q_proj,25.36832,0.01000,2.156 52,self_attn.o_proj,17.01047,0.01000,2.132 52,mlp.up_proj,192.09778,0.01000,2.595 52,mlp.gate_proj,190.09845,0.01000,2.580 52,mlp.down_proj,88.69017,0.01000,15.069 53,self_attn.k_proj,6.43735,0.01000,2.055 53,self_attn.v_proj,12.75531,0.01000,2.041 53,self_attn.q_proj,26.31563,0.01000,2.128 53,self_attn.o_proj,20.07874,0.01000,2.142 53,mlp.up_proj,210.18948,0.01000,2.613 53,mlp.gate_proj,210.39505,0.01000,2.603 53,mlp.down_proj,99.88908,0.01000,15.120 54,self_attn.k_proj,6.22838,0.01000,2.078 54,self_attn.v_proj,11.63237,0.01000,2.050 54,self_attn.q_proj,25.86111,0.01000,2.156 54,self_attn.o_proj,15.82664,0.01000,2.138 54,mlp.up_proj,231.84166,0.01000,2.586 54,mlp.gate_proj,229.83768,0.01000,2.558 54,mlp.down_proj,107.52811,0.01000,14.985 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