layer,module,loss,damp,time 0,self_attn.k_proj,0.23531,0.01000,2.556 0,self_attn.v_proj,0.46357,0.01000,1.551 0,self_attn.q_proj,0.52508,0.01000,1.569 0,self_attn.o_proj,0.00006,0.01000,2.451 0,mlp.up_proj,0.33605,0.01000,2.373 0,mlp.gate_proj,0.34292,0.01000,1.698 0,mlp.down_proj,0.00099,0.01500,11.548 1,self_attn.k_proj,0.22552,0.01000,2.877 1,self_attn.v_proj,0.19088,0.01000,2.184 1,self_attn.q_proj,1.65621,0.01000,2.377 1,self_attn.o_proj,0.00028,0.01000,2.213 1,mlp.up_proj,0.21750,0.01000,2.697 1,mlp.gate_proj,0.22350,0.01000,2.138 1,mlp.down_proj,0.00042,0.01000,11.073 2,self_attn.k_proj,0.07623,0.01000,2.888 2,self_attn.v_proj,0.01416,0.01000,2.152 2,self_attn.q_proj,0.95649,0.01000,2.048 2,self_attn.o_proj,0.00032,0.01000,2.529 2,mlp.up_proj,0.42987,0.01000,2.533 2,mlp.gate_proj,0.44105,0.01000,1.979 2,mlp.down_proj,0.00067,0.01000,10.904 3,self_attn.k_proj,0.18092,0.01000,2.672 3,self_attn.v_proj,0.02397,0.01000,1.830 3,self_attn.q_proj,1.07310,0.01000,1.750 3,self_attn.o_proj,0.00043,0.01000,2.217 3,mlp.up_proj,0.73944,0.01000,2.614 3,mlp.gate_proj,0.83615,0.01000,1.912 3,mlp.down_proj,0.01995,0.01000,9.984 4,self_attn.k_proj,0.20787,0.01000,2.300 4,self_attn.v_proj,0.02817,0.01000,1.551 4,self_attn.q_proj,0.59654,0.01000,1.599 4,self_attn.o_proj,0.00042,0.01000,2.479 4,mlp.up_proj,0.72421,0.01000,2.389 4,mlp.gate_proj,0.74871,0.01000,1.694 4,mlp.down_proj,0.00166,0.01000,9.317 5,self_attn.k_proj,0.27347,0.01000,2.485 5,self_attn.v_proj,0.05761,0.01000,1.611 5,self_attn.q_proj,0.84535,0.01000,1.553 5,self_attn.o_proj,0.00062,0.01000,2.194 5,mlp.up_proj,0.90401,0.01000,2.422 5,mlp.gate_proj,0.97333,0.01000,1.788 5,mlp.down_proj,0.00242,0.01000,9.596 6,self_attn.k_proj,0.42862,0.01000,2.513 6,self_attn.v_proj,0.06339,0.01000,1.545 6,self_attn.q_proj,1.24137,0.01000,1.559 6,self_attn.o_proj,0.00088,0.01000,1.987 6,mlp.up_proj,0.86381,0.01000,2.208 6,mlp.gate_proj,0.90910,0.01000,1.745 6,mlp.down_proj,0.00333,0.01000,9.308 7,self_attn.k_proj,0.51448,0.01000,2.253 7,self_attn.v_proj,0.07318,0.01000,1.514 7,self_attn.q_proj,1.53267,0.01000,1.543 7,self_attn.o_proj,0.00062,0.01000,2.289 7,mlp.up_proj,0.99547,0.01000,2.213 7,mlp.gate_proj,1.05307,0.01000,1.624 7,mlp.down_proj,0.00440,0.01000,9.719 8,self_attn.k_proj,0.36074,0.01000,2.425 8,self_attn.v_proj,0.06579,0.01000,1.611 8,self_attn.q_proj,1.03923,0.01000,1.613 8,self_attn.o_proj,0.00129,0.01000,1.957 8,mlp.up_proj,1.52091,0.01000,2.215 8,mlp.gate_proj,1.60871,0.01000,1.618 8,mlp.down_proj,0.00528,0.01000,9.367 9,self_attn.k_proj,0.31451,0.01000,2.277 9,self_attn.v_proj,0.05355,0.01000,1.524 9,self_attn.q_proj,0.92820,0.01000,1.814 9,self_attn.o_proj,0.00190,0.01000,2.086 9,mlp.up_proj,2.35743,0.01000,2.219 9,mlp.gate_proj,2.52154,0.01000,1.618 9,mlp.down_proj,0.00697,0.01000,9.463 10,self_attn.k_proj,0.87718,0.01000,2.278 10,self_attn.v_proj,0.11929,0.01000,1.538 10,self_attn.q_proj,2.48144,0.01000,1.558 10,self_attn.o_proj,0.00252,0.01000,1.992 10,mlp.up_proj,1.57950,0.01000,2.450 10,mlp.gate_proj,1.69043,0.01000,1.842 10,mlp.down_proj,0.01093,0.01000,9.596 11,self_attn.k_proj,0.89433,0.01000,2.378 11,self_attn.v_proj,0.12628,0.01000,1.695 11,self_attn.q_proj,2.13901,0.01000,1.559 11,self_attn.o_proj,0.00293,0.01000,2.194 11,mlp.up_proj,2.32709,0.01000,2.310 11,mlp.gate_proj,2.48692,0.01000,1.642 11,mlp.down_proj,0.01441,0.01000,9.330 12,self_attn.k_proj,0.61281,0.01000,2.304 12,self_attn.v_proj,0.10697,0.01000,1.543 12,self_attn.q_proj,1.74949,0.01000,1.577 12,self_attn.o_proj,0.00287,0.01000,2.001 12,mlp.up_proj,2.01527,0.01000,2.253 12,mlp.gate_proj,2.15914,0.01000,1.641 12,mlp.down_proj,0.01651,0.01000,9.597 13,self_attn.k_proj,0.89244,0.01000,2.535 13,self_attn.v_proj,0.11949,0.01000,1.555 13,self_attn.q_proj,2.37271,0.01000,1.583 13,self_attn.o_proj,0.01007,0.01000,1.977 13,mlp.up_proj,1.85504,0.01000,2.201 13,mlp.gate_proj,1.96903,0.01000,1.717 13,mlp.down_proj,0.02111,0.01000,9.372 14,self_attn.k_proj,1.10380,0.01000,2.310 14,self_attn.v_proj,0.14625,0.01000,1.519 14,self_attn.q_proj,3.23322,0.01000,1.676 14,self_attn.o_proj,0.01357,0.01000,1.973 14,mlp.up_proj,2.40210,0.01000,2.218 14,mlp.gate_proj,2.57257,0.01000,1.653 14,mlp.down_proj,0.03005,0.01000,9.469 15,self_attn.k_proj,0.94024,0.01000,2.299 15,self_attn.v_proj,0.13645,0.01000,1.800 15,self_attn.q_proj,2.65413,0.01000,1.551 15,self_attn.o_proj,0.01458,0.01000,1.954 15,mlp.up_proj,2.82252,0.01000,2.195 15,mlp.gate_proj,3.08406,0.01000,1.666 15,mlp.down_proj,0.04008,0.01000,9.403 16,self_attn.k_proj,1.00748,0.01000,2.540 16,self_attn.v_proj,0.15247,0.01000,1.838 16,self_attn.q_proj,3.08494,0.01000,1.578 16,self_attn.o_proj,0.01846,0.01000,2.122 16,mlp.up_proj,3.58360,0.01000,2.517 16,mlp.gate_proj,3.94619,0.01000,1.647 16,mlp.down_proj,0.05600,0.01000,9.938 17,self_attn.k_proj,1.62310,0.01000,2.274 17,self_attn.v_proj,0.17305,0.01000,1.523 17,self_attn.q_proj,4.43166,0.01000,1.549 17,self_attn.o_proj,0.04725,0.01000,1.960 17,mlp.up_proj,4.30546,0.01000,2.223 17,mlp.gate_proj,4.73475,0.01000,1.643 17,mlp.down_proj,0.08038,0.01000,9.285 18,self_attn.k_proj,2.06040,0.01000,2.277 18,self_attn.v_proj,0.23423,0.01000,1.834 18,self_attn.q_proj,6.03991,0.01000,1.560 18,self_attn.o_proj,0.05936,0.01000,2.249 18,mlp.up_proj,5.56824,0.01000,2.363 18,mlp.gate_proj,6.27823,0.01000,1.655 18,mlp.down_proj,0.10447,0.01000,9.319 19,self_attn.k_proj,1.91635,0.01000,2.264 19,self_attn.v_proj,0.27656,0.01000,1.596 19,self_attn.q_proj,5.30198,0.01000,1.550 19,self_attn.o_proj,0.05894,0.01000,1.982 19,mlp.up_proj,6.02927,0.01000,2.347 19,mlp.gate_proj,7.02656,0.01000,1.773 19,mlp.down_proj,0.12342,0.01000,9.497 20,self_attn.k_proj,2.51146,0.01000,2.287 20,self_attn.v_proj,0.28954,0.01000,1.562 20,self_attn.q_proj,5.45232,0.01000,1.567 20,self_attn.o_proj,0.04226,0.01000,2.054 20,mlp.up_proj,6.79570,0.01000,2.391 20,mlp.gate_proj,7.75269,0.01000,1.750 20,mlp.down_proj,0.12557,0.01000,10.650 21,self_attn.k_proj,3.74202,0.01000,2.278 21,self_attn.v_proj,0.34263,0.01000,1.732 21,self_attn.q_proj,8.67450,0.01000,1.586 21,self_attn.o_proj,0.06746,0.01000,2.219 21,mlp.up_proj,7.72467,0.01000,2.261 21,mlp.gate_proj,8.87757,0.01000,1.643 21,mlp.down_proj,0.13482,0.01000,9.451 22,self_attn.k_proj,3.99121,0.01000,2.603 22,self_attn.v_proj,0.52027,0.01000,1.804 22,self_attn.q_proj,8.77839,0.01000,1.551 22,self_attn.o_proj,0.04348,0.01000,1.965 22,mlp.up_proj,8.36542,0.01000,2.219 22,mlp.gate_proj,9.83777,0.01000,1.649 22,mlp.down_proj,0.13291,0.01000,10.778 23,self_attn.k_proj,4.50723,0.01000,2.338 23,self_attn.v_proj,0.48794,0.01000,1.608 23,self_attn.q_proj,9.48919,0.01000,1.590 23,self_attn.o_proj,0.05267,0.01000,1.955 23,mlp.up_proj,8.80328,0.01000,2.223 23,mlp.gate_proj,10.42232,0.01000,1.632 23,mlp.down_proj,0.13943,0.01000,9.795 24,self_attn.k_proj,2.50699,0.01000,2.260 24,self_attn.v_proj,0.26585,0.01000,1.787 24,self_attn.q_proj,4.33575,0.01000,1.544 24,self_attn.o_proj,0.03386,0.01000,1.970 24,mlp.up_proj,9.21007,0.01000,2.447 24,mlp.gate_proj,10.64922,0.01000,1.609 24,mlp.down_proj,0.14144,0.01000,9.315 25,self_attn.k_proj,4.58342,0.01000,2.264 25,self_attn.v_proj,0.51449,0.01000,1.676 25,self_attn.q_proj,8.70255,0.01000,1.665 25,self_attn.o_proj,0.03792,0.01000,1.957 25,mlp.up_proj,9.83189,0.01000,2.187 25,mlp.gate_proj,11.38133,0.01000,1.872 25,mlp.down_proj,0.14911,0.01000,9.467 26,self_attn.k_proj,4.49478,0.01000,2.525 26,self_attn.v_proj,0.51583,0.01000,1.523 26,self_attn.q_proj,8.76734,0.01000,1.542 26,self_attn.o_proj,0.03834,0.01000,1.954 26,mlp.up_proj,9.94552,0.01000,2.189 26,mlp.gate_proj,11.41803,0.01000,1.757 26,mlp.down_proj,0.15719,0.01000,9.967 27,self_attn.k_proj,4.53939,0.01000,2.301 27,self_attn.v_proj,0.32060,0.01000,1.578 27,self_attn.q_proj,8.75762,0.01000,1.546 27,self_attn.o_proj,0.09389,0.01000,2.000 27,mlp.up_proj,9.45245,0.01000,2.217 27,mlp.gate_proj,10.63973,0.01000,1.604 27,mlp.down_proj,0.17977,0.01000,9.222 28,self_attn.k_proj,5.13186,0.01000,2.373 28,self_attn.v_proj,0.44138,0.01000,1.588 28,self_attn.q_proj,10.30883,0.01000,1.550 28,self_attn.o_proj,0.07049,0.01000,1.945 28,mlp.up_proj,9.69899,0.01000,2.191 28,mlp.gate_proj,10.91541,0.01000,1.616 28,mlp.down_proj,0.19832,0.01000,9.494 29,self_attn.k_proj,5.43682,0.01000,2.262 29,self_attn.v_proj,0.42047,0.01000,1.823 29,self_attn.q_proj,10.44796,0.01000,1.639 29,self_attn.o_proj,0.07827,0.01000,2.375 29,mlp.up_proj,10.05313,0.01000,2.250 29,mlp.gate_proj,11.30971,0.01000,1.613 29,mlp.down_proj,0.20748,0.01000,9.665 30,self_attn.k_proj,4.46009,0.01000,2.254 30,self_attn.v_proj,0.36761,0.01000,1.628 30,self_attn.q_proj,8.56598,0.01000,1.681 30,self_attn.o_proj,0.08698,0.01000,2.052 30,mlp.up_proj,9.87829,0.01000,2.337 30,mlp.gate_proj,10.99557,0.01000,1.671 30,mlp.down_proj,0.20794,0.01000,9.390 31,self_attn.k_proj,5.67609,0.01000,2.282 31,self_attn.v_proj,0.36797,0.01000,1.529 31,self_attn.q_proj,12.28579,0.01000,1.585 31,self_attn.o_proj,0.14027,0.01000,2.267 31,mlp.up_proj,10.15427,0.01000,2.240 31,mlp.gate_proj,11.06075,0.01000,1.671 31,mlp.down_proj,0.21379,0.01000,9.821 32,self_attn.k_proj,3.78206,0.01000,2.560 32,self_attn.v_proj,0.42129,0.01000,1.552 32,self_attn.q_proj,7.49590,0.01000,1.557 32,self_attn.o_proj,0.06127,0.01000,1.974 32,mlp.up_proj,10.22127,0.01000,2.227 32,mlp.gate_proj,11.28129,0.01000,1.918 32,mlp.down_proj,0.22990,0.01000,9.269 33,self_attn.k_proj,5.90730,0.01000,2.281 33,self_attn.v_proj,0.40967,0.01000,1.542 33,self_attn.q_proj,12.72194,0.01000,1.568 33,self_attn.o_proj,0.13227,0.01000,1.974 33,mlp.up_proj,25.73806,0.01000,2.495 33,mlp.gate_proj,27.64305,0.01000,1.640 33,mlp.down_proj,0.23200,0.01000,9.466 34,self_attn.k_proj,5.22453,0.01000,2.274 34,self_attn.v_proj,0.41569,0.01000,1.833 34,self_attn.q_proj,11.15511,0.01000,1.570 34,self_attn.o_proj,0.13014,0.01000,2.243 34,mlp.up_proj,10.36090,0.01000,2.228 34,mlp.gate_proj,11.32298,0.01000,1.646 34,mlp.down_proj,0.24609,0.01000,9.504 35,self_attn.k_proj,6.07078,0.01000,2.302 35,self_attn.v_proj,0.43478,0.01000,1.605 35,self_attn.q_proj,12.44615,0.01000,1.529 35,self_attn.o_proj,0.14727,0.01000,2.015 35,mlp.up_proj,10.59521,0.01000,2.483 35,mlp.gate_proj,11.66131,0.01000,1.630 35,mlp.down_proj,0.23120,0.01000,9.454 36,self_attn.k_proj,4.65025,0.01000,2.257 36,self_attn.v_proj,0.38924,0.01000,1.515 36,self_attn.q_proj,8.54541,0.01000,1.537 36,self_attn.o_proj,0.06774,0.01000,1.956 36,mlp.up_proj,10.52907,0.01000,2.780 36,mlp.gate_proj,11.83214,0.01000,2.164 36,mlp.down_proj,0.24155,0.01000,9.355 37,self_attn.k_proj,5.98086,0.01000,2.263 37,self_attn.v_proj,0.41729,0.01000,1.543 37,self_attn.q_proj,11.16535,0.01000,1.615 37,self_attn.o_proj,0.08387,0.01000,1.988 37,mlp.up_proj,10.92331,0.01000,2.375 37,mlp.gate_proj,12.28220,0.01000,1.616 37,mlp.down_proj,0.23535,0.01000,9.194 38,self_attn.k_proj,5.55112,0.01000,2.257 38,self_attn.v_proj,0.46866,0.01000,1.517 38,self_attn.q_proj,10.24790,0.01000,1.846 38,self_attn.o_proj,0.08366,0.01000,2.000 38,mlp.up_proj,11.25049,0.01000,3.134 38,mlp.gate_proj,12.84743,0.01000,2.076 38,mlp.down_proj,0.22896,0.01000,9.524 39,self_attn.k_proj,5.79255,0.01000,2.303 39,self_attn.v_proj,0.50467,0.01000,1.534 39,self_attn.q_proj,10.08806,0.01000,1.617 39,self_attn.o_proj,0.07432,0.01000,2.001 39,mlp.up_proj,11.46196,0.01000,2.348 39,mlp.gate_proj,13.24593,0.01000,1.709 39,mlp.down_proj,0.23473,0.01000,9.506 40,self_attn.k_proj,4.48698,0.01000,2.544 40,self_attn.v_proj,0.59136,0.01000,1.542 40,self_attn.q_proj,9.01510,0.01000,1.554 40,self_attn.o_proj,0.04428,0.01000,2.031 40,mlp.up_proj,11.71485,0.01000,2.275 40,mlp.gate_proj,13.63525,0.01000,1.668 40,mlp.down_proj,0.25159,0.01000,9.531 41,self_attn.k_proj,5.82400,0.01000,2.281 41,self_attn.v_proj,0.50074,0.01000,1.541 41,self_attn.q_proj,9.87981,0.01000,1.576 41,self_attn.o_proj,0.04465,0.01000,1.976 41,mlp.up_proj,12.23406,0.01000,2.680 41,mlp.gate_proj,14.24423,0.01000,1.732 41,mlp.down_proj,0.24012,0.01000,9.473 42,self_attn.k_proj,4.04768,0.01000,2.351 42,self_attn.v_proj,0.41600,0.01000,1.524 42,self_attn.q_proj,6.08836,0.01000,1.556 42,self_attn.o_proj,0.02933,0.01000,2.114 42,mlp.up_proj,12.65501,0.01000,2.459 42,mlp.gate_proj,14.84869,0.01000,1.743 42,mlp.down_proj,0.23180,0.01000,9.237 43,self_attn.k_proj,4.30233,0.01000,2.275 43,self_attn.v_proj,0.45449,0.01000,1.528 43,self_attn.q_proj,6.76830,0.01000,1.545 43,self_attn.o_proj,0.03536,0.01000,1.972 43,mlp.up_proj,12.98444,0.01000,2.199 43,mlp.gate_proj,15.35358,0.01000,1.623 43,mlp.down_proj,0.24703,0.01000,9.518 44,self_attn.k_proj,6.57422,0.01000,2.370 44,self_attn.v_proj,0.72212,0.01000,1.818 44,self_attn.q_proj,13.05780,0.01000,1.731 44,self_attn.o_proj,0.04563,0.01000,2.007 44,mlp.up_proj,13.38439,0.01000,2.484 44,mlp.gate_proj,15.92130,0.01000,1.628 44,mlp.down_proj,0.27710,0.01000,9.441 45,self_attn.k_proj,4.17996,0.01000,2.261 45,self_attn.v_proj,0.44050,0.01000,1.545 45,self_attn.q_proj,6.69196,0.01000,1.817 45,self_attn.o_proj,0.03971,0.01000,1.970 45,mlp.up_proj,13.81318,0.01000,2.200 45,mlp.gate_proj,16.44923,0.01000,1.874 45,mlp.down_proj,0.27573,0.01000,9.405 46,self_attn.k_proj,2.88592,0.01000,2.263 46,self_attn.v_proj,0.20381,0.01000,1.527 46,self_attn.q_proj,1.94547,0.01000,1.547 46,self_attn.o_proj,0.01143,0.01000,1.985 46,mlp.up_proj,14.18423,0.01000,2.735 46,mlp.gate_proj,16.91549,0.01000,1.926 46,mlp.down_proj,0.26326,0.01000,9.434 47,self_attn.k_proj,4.75763,0.01000,2.396 47,self_attn.v_proj,0.54324,0.01000,1.618 47,self_attn.q_proj,6.89715,0.01000,1.540 47,self_attn.o_proj,0.03431,0.01000,2.056 47,mlp.up_proj,14.59468,0.01000,2.207 47,mlp.gate_proj,17.38904,0.01000,1.753 47,mlp.down_proj,0.28455,0.01000,9.539 48,self_attn.k_proj,4.92353,0.01000,2.330 48,self_attn.v_proj,0.58495,0.01000,1.586 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