layer,module,loss,damp,time 0,self_attn.k_proj,0.04781,0.01000,2.675 0,self_attn.v_proj,0.07527,0.01000,2.452 0,self_attn.q_proj,0.10457,0.01000,2.597 0,self_attn.o_proj,0.00002,0.01000,2.583 0,mlp.up_proj,0.05769,0.01000,2.876 0,mlp.gate_proj,0.05881,0.01000,2.906 0,mlp.down_proj,0.00043,0.01000,13.012 1,self_attn.k_proj,0.04232,0.01000,2.424 1,self_attn.v_proj,0.02843,0.01000,2.400 1,self_attn.q_proj,0.24250,0.01000,2.534 1,self_attn.o_proj,0.00007,0.01000,2.539 1,mlp.up_proj,0.04313,0.01000,2.852 1,mlp.gate_proj,0.04425,0.01000,2.846 1,mlp.down_proj,0.00010,0.01000,12.876 2,self_attn.k_proj,0.01458,0.01000,2.380 2,self_attn.v_proj,0.00254,0.01000,2.379 2,self_attn.q_proj,0.18586,0.01000,2.507 2,self_attn.o_proj,0.00008,0.01000,2.509 2,mlp.up_proj,0.08690,0.01000,2.901 2,mlp.gate_proj,0.08926,0.01000,2.861 2,mlp.down_proj,0.00017,0.01000,12.884 3,self_attn.k_proj,0.03673,0.01000,2.402 3,self_attn.v_proj,0.00443,0.01000,2.394 3,self_attn.q_proj,0.21882,0.01000,2.495 3,self_attn.o_proj,0.00009,0.01000,2.525 3,mlp.up_proj,0.16241,0.01000,2.851 3,mlp.gate_proj,0.18243,0.01000,2.826 3,mlp.down_proj,0.00961,0.01000,12.868 4,self_attn.k_proj,0.04246,0.01000,2.387 4,self_attn.v_proj,0.00562,0.01000,2.389 4,self_attn.q_proj,0.12393,0.01000,2.501 4,self_attn.o_proj,0.00010,0.01000,2.516 4,mlp.up_proj,0.16352,0.01000,2.864 4,mlp.gate_proj,0.16890,0.01000,2.842 4,mlp.down_proj,0.00039,0.01000,12.866 5,self_attn.k_proj,0.05728,0.01000,2.404 5,self_attn.v_proj,0.01160,0.01000,2.387 5,self_attn.q_proj,0.18038,0.01000,2.510 5,self_attn.o_proj,0.00013,0.01000,2.535 5,mlp.up_proj,0.19569,0.01000,2.858 5,mlp.gate_proj,0.20825,0.01000,2.838 5,mlp.down_proj,0.00056,0.01000,12.909 6,self_attn.k_proj,0.09688,0.01000,2.432 6,self_attn.v_proj,0.01405,0.01000,2.412 6,self_attn.q_proj,0.27978,0.01000,2.496 6,self_attn.o_proj,0.00017,0.01000,2.526 6,mlp.up_proj,0.20193,0.01000,2.870 6,mlp.gate_proj,0.21251,0.01000,2.839 6,mlp.down_proj,0.00075,0.01000,12.873 7,self_attn.k_proj,0.11263,0.01000,2.386 7,self_attn.v_proj,0.01558,0.01000,2.374 7,self_attn.q_proj,0.33600,0.01000,2.499 7,self_attn.o_proj,0.00013,0.01000,2.521 7,mlp.up_proj,0.23370,0.01000,2.841 7,mlp.gate_proj,0.24724,0.01000,2.833 7,mlp.down_proj,0.00102,0.01000,12.899 8,self_attn.k_proj,0.08313,0.01000,2.407 8,self_attn.v_proj,0.01489,0.01000,2.374 8,self_attn.q_proj,0.23810,0.01000,2.502 8,self_attn.o_proj,0.00026,0.01000,2.543 8,mlp.up_proj,0.32741,0.01000,2.841 8,mlp.gate_proj,0.34649,0.01000,2.825 8,mlp.down_proj,0.00120,0.01000,12.854 9,self_attn.k_proj,0.07081,0.01000,2.401 9,self_attn.v_proj,0.01183,0.01000,2.371 9,self_attn.q_proj,0.20961,0.01000,2.489 9,self_attn.o_proj,0.00047,0.01000,2.522 9,mlp.up_proj,0.49430,0.01000,2.851 9,mlp.gate_proj,0.53040,0.01000,2.831 9,mlp.down_proj,0.00162,0.01000,12.899 10,self_attn.k_proj,0.20810,0.01000,2.416 10,self_attn.v_proj,0.02764,0.01000,2.382 10,self_attn.q_proj,0.58615,0.01000,2.507 10,self_attn.o_proj,0.00045,0.01000,2.535 10,mlp.up_proj,0.38296,0.01000,2.840 10,mlp.gate_proj,0.40999,0.01000,2.851 10,mlp.down_proj,0.00253,0.01000,12.845 11,self_attn.k_proj,0.21098,0.01000,2.398 11,self_attn.v_proj,0.02939,0.01000,2.370 11,self_attn.q_proj,0.50922,0.01000,2.507 11,self_attn.o_proj,0.00061,0.01000,2.489 11,mlp.up_proj,0.55396,0.01000,2.840 11,mlp.gate_proj,0.59180,0.01000,2.833 11,mlp.down_proj,0.00328,0.01000,12.937 12,self_attn.k_proj,0.14531,0.01000,2.434 12,self_attn.v_proj,0.02497,0.01000,2.404 12,self_attn.q_proj,0.41440,0.01000,2.517 12,self_attn.o_proj,0.00062,0.01000,2.527 12,mlp.up_proj,0.48973,0.01000,2.857 12,mlp.gate_proj,0.52455,0.01000,2.828 12,mlp.down_proj,0.00374,0.01000,12.868 13,self_attn.k_proj,0.21110,0.01000,2.385 13,self_attn.v_proj,0.02794,0.01000,2.373 13,self_attn.q_proj,0.55879,0.01000,2.493 13,self_attn.o_proj,0.00240,0.01000,2.505 13,mlp.up_proj,0.44364,0.01000,2.830 13,mlp.gate_proj,0.47093,0.01000,2.860 13,mlp.down_proj,0.00492,0.01000,12.865 14,self_attn.k_proj,0.25727,0.01000,2.386 14,self_attn.v_proj,0.03332,0.01000,2.390 14,self_attn.q_proj,0.75163,0.01000,2.505 14,self_attn.o_proj,0.00301,0.01000,2.513 14,mlp.up_proj,0.57291,0.01000,2.836 14,mlp.gate_proj,0.61353,0.01000,2.820 14,mlp.down_proj,0.00683,0.01000,12.839 15,self_attn.k_proj,0.21793,0.01000,2.398 15,self_attn.v_proj,0.03073,0.01000,2.373 15,self_attn.q_proj,0.61372,0.01000,2.504 15,self_attn.o_proj,0.00300,0.01000,2.517 15,mlp.up_proj,0.67775,0.01000,2.837 15,mlp.gate_proj,0.74028,0.01000,2.840 15,mlp.down_proj,0.00884,0.01000,12.901 16,self_attn.k_proj,0.23835,0.01000,2.401 16,self_attn.v_proj,0.03549,0.01000,2.381 16,self_attn.q_proj,0.72838,0.01000,2.517 16,self_attn.o_proj,0.00409,0.01000,2.508 16,mlp.up_proj,0.87140,0.01000,2.835 16,mlp.gate_proj,0.95968,0.01000,2.835 16,mlp.down_proj,0.01208,0.01000,12.927 17,self_attn.k_proj,0.38781,0.01000,2.403 17,self_attn.v_proj,0.04051,0.01000,2.367 17,self_attn.q_proj,1.05373,0.01000,2.507 17,self_attn.o_proj,0.00984,0.01000,2.516 17,mlp.up_proj,1.06111,0.01000,2.833 17,mlp.gate_proj,1.16671,0.01000,2.828 17,mlp.down_proj,0.01704,0.01000,12.847 18,self_attn.k_proj,0.50329,0.01000,2.399 18,self_attn.v_proj,0.05550,0.01000,2.366 18,self_attn.q_proj,1.46426,0.01000,2.495 18,self_attn.o_proj,0.01152,0.01000,2.517 18,mlp.up_proj,1.38076,0.01000,2.836 18,mlp.gate_proj,1.55598,0.01000,2.837 18,mlp.down_proj,0.02298,0.01000,12.853 19,self_attn.k_proj,0.47044,0.01000,2.380 19,self_attn.v_proj,0.06573,0.01000,2.370 19,self_attn.q_proj,1.29568,0.01000,2.493 19,self_attn.o_proj,0.01150,0.01000,2.513 19,mlp.up_proj,1.50925,0.01000,2.836 19,mlp.gate_proj,1.75713,0.01000,2.839 19,mlp.down_proj,0.02806,0.01000,12.861 20,self_attn.k_proj,0.63047,0.01000,2.389 20,self_attn.v_proj,0.07082,0.01000,2.381 20,self_attn.q_proj,1.35784,0.01000,2.526 20,self_attn.o_proj,0.00827,0.01000,2.519 20,mlp.up_proj,1.76461,0.01000,2.845 20,mlp.gate_proj,2.01250,0.01000,2.852 20,mlp.down_proj,0.02967,0.01000,12.873 21,self_attn.k_proj,0.95660,0.01000,2.383 21,self_attn.v_proj,0.08491,0.01000,2.357 21,self_attn.q_proj,2.19964,0.01000,2.494 21,self_attn.o_proj,0.01290,0.01000,2.505 21,mlp.up_proj,2.04181,0.01000,2.825 21,mlp.gate_proj,2.34507,0.01000,2.840 21,mlp.down_proj,0.03313,0.01000,12.829 22,self_attn.k_proj,1.04707,0.01000,2.395 22,self_attn.v_proj,0.13258,0.01000,2.377 22,self_attn.q_proj,2.28405,0.01000,2.513 22,self_attn.o_proj,0.00788,0.01000,2.513 22,mlp.up_proj,2.26801,0.01000,2.835 22,mlp.gate_proj,2.66531,0.01000,2.830 22,mlp.down_proj,0.03357,0.01000,12.840 23,self_attn.k_proj,1.18556,0.01000,2.390 23,self_attn.v_proj,0.12296,0.01000,2.374 23,self_attn.q_proj,2.46671,0.01000,2.503 23,self_attn.o_proj,0.01028,0.01000,2.509 23,mlp.up_proj,2.41904,0.01000,2.848 23,mlp.gate_proj,2.86261,0.01000,2.830 23,mlp.down_proj,0.03587,0.01000,12.871 24,self_attn.k_proj,0.67491,0.01000,2.380 24,self_attn.v_proj,0.06767,0.01000,2.363 24,self_attn.q_proj,1.15422,0.01000,2.505 24,self_attn.o_proj,0.00753,0.01000,2.508 24,mlp.up_proj,2.58601,0.01000,2.830 24,mlp.gate_proj,2.98731,0.01000,2.854 24,mlp.down_proj,0.03745,0.01000,12.871 25,self_attn.k_proj,1.23091,0.01000,2.386 25,self_attn.v_proj,0.13379,0.01000,2.372 25,self_attn.q_proj,2.32125,0.01000,2.488 25,self_attn.o_proj,0.00783,0.01000,2.505 25,mlp.up_proj,2.79335,0.01000,2.828 25,mlp.gate_proj,3.23079,0.01000,2.831 25,mlp.down_proj,0.03984,0.01000,12.901 26,self_attn.k_proj,1.20490,0.01000,2.387 26,self_attn.v_proj,0.13472,0.01000,2.370 26,self_attn.q_proj,2.33752,0.01000,2.494 26,self_attn.o_proj,0.00780,0.01000,2.509 26,mlp.up_proj,2.83147,0.01000,2.852 26,mlp.gate_proj,3.24890,0.01000,2.830 26,mlp.down_proj,0.04124,0.01000,12.869 27,self_attn.k_proj,1.22521,0.01000,2.399 27,self_attn.v_proj,0.08306,0.01000,2.374 27,self_attn.q_proj,2.34038,0.01000,2.503 27,self_attn.o_proj,0.01975,0.01000,2.527 27,mlp.up_proj,2.69003,0.01000,2.849 27,mlp.gate_proj,3.02583,0.01000,2.821 27,mlp.down_proj,0.04534,0.01000,12.858 28,self_attn.k_proj,1.38505,0.01000,2.392 28,self_attn.v_proj,0.11696,0.01000,2.377 28,self_attn.q_proj,2.77603,0.01000,2.484 28,self_attn.o_proj,0.01571,0.01000,2.519 28,mlp.up_proj,2.73151,0.01000,2.842 28,mlp.gate_proj,3.07294,0.01000,2.816 28,mlp.down_proj,0.04916,0.01000,13.013 29,self_attn.k_proj,1.45422,0.01000,2.401 29,self_attn.v_proj,0.11061,0.01000,2.395 29,self_attn.q_proj,2.78540,0.01000,2.511 29,self_attn.o_proj,0.01833,0.01000,2.521 29,mlp.up_proj,2.82994,0.01000,2.850 29,mlp.gate_proj,3.18319,0.01000,2.842 29,mlp.down_proj,0.05203,0.01000,12.835 30,self_attn.k_proj,1.19308,0.01000,2.379 30,self_attn.v_proj,0.09493,0.01000,2.373 30,self_attn.q_proj,2.27267,0.01000,2.508 30,self_attn.o_proj,0.01859,0.01000,2.521 30,mlp.up_proj,2.74363,0.01000,2.831 30,mlp.gate_proj,3.05348,0.01000,2.814 30,mlp.down_proj,0.05046,0.01000,12.865 31,self_attn.k_proj,1.51647,0.01000,2.396 31,self_attn.v_proj,0.09657,0.01000,2.369 31,self_attn.q_proj,3.27256,0.01000,2.486 31,self_attn.o_proj,0.02909,0.01000,2.503 31,mlp.up_proj,2.77707,0.01000,2.838 31,mlp.gate_proj,3.02546,0.01000,2.805 31,mlp.down_proj,0.05231,0.01000,12.900 32,self_attn.k_proj,0.98152,0.01000,2.387 32,self_attn.v_proj,0.10657,0.01000,2.360 32,self_attn.q_proj,1.94530,0.01000,2.488 32,self_attn.o_proj,0.01390,0.01000,2.514 32,mlp.up_proj,2.75734,0.01000,2.829 32,mlp.gate_proj,3.04346,0.01000,2.822 32,mlp.down_proj,0.05506,0.01000,12.836 33,self_attn.k_proj,1.52814,0.01000,2.384 33,self_attn.v_proj,0.10441,0.01000,2.374 33,self_attn.q_proj,3.27415,0.01000,2.491 33,self_attn.o_proj,0.02899,0.01000,2.512 33,mlp.up_proj,6.32539,0.01000,2.845 33,mlp.gate_proj,6.81179,0.01000,2.813 33,mlp.down_proj,0.05512,0.01000,12.856 34,self_attn.k_proj,1.33649,0.01000,2.390 34,self_attn.v_proj,0.10458,0.01000,2.363 34,self_attn.q_proj,2.84857,0.01000,2.479 34,self_attn.o_proj,0.02684,0.01000,2.545 34,mlp.up_proj,2.70916,0.01000,2.823 34,mlp.gate_proj,2.95953,0.01000,2.814 34,mlp.down_proj,0.05633,0.01000,12.822 35,self_attn.k_proj,1.54516,0.01000,2.399 35,self_attn.v_proj,0.10850,0.01000,2.364 35,self_attn.q_proj,3.14133,0.01000,2.540 35,self_attn.o_proj,0.03071,0.01000,2.535 35,mlp.up_proj,2.75128,0.01000,3.111 35,mlp.gate_proj,3.02712,0.01000,2.927 35,mlp.down_proj,0.05345,0.01000,12.941 36,self_attn.k_proj,1.18565,0.01000,2.390 36,self_attn.v_proj,0.09597,0.01000,2.375 36,self_attn.q_proj,2.15290,0.01000,2.531 36,self_attn.o_proj,0.01565,0.01000,2.495 36,mlp.up_proj,2.73082,0.01000,3.055 36,mlp.gate_proj,3.06760,0.01000,2.928 36,mlp.down_proj,0.05443,0.01000,12.851 37,self_attn.k_proj,1.51969,0.01000,2.375 37,self_attn.v_proj,0.10269,0.01000,2.362 37,self_attn.q_proj,2.79935,0.01000,2.531 37,self_attn.o_proj,0.01978,0.01000,2.536 37,mlp.up_proj,2.82249,0.01000,3.059 37,mlp.gate_proj,3.17040,0.01000,2.854 37,mlp.down_proj,0.05409,0.01000,12.746 38,self_attn.k_proj,1.40899,0.01000,2.372 38,self_attn.v_proj,0.11563,0.01000,2.364 38,self_attn.q_proj,2.57841,0.01000,2.496 38,self_attn.o_proj,0.01810,0.01000,2.527 38,mlp.up_proj,2.92286,0.01000,3.108 38,mlp.gate_proj,3.33597,0.01000,2.879 38,mlp.down_proj,0.05375,0.01000,12.770 39,self_attn.k_proj,1.50073,0.01000,2.390 39,self_attn.v_proj,0.12642,0.01000,2.367 39,self_attn.q_proj,2.57734,0.01000,2.556 39,self_attn.o_proj,0.01599,0.01000,2.554 39,mlp.up_proj,2.99303,0.01000,3.242 39,mlp.gate_proj,3.45555,0.01000,2.979 39,mlp.down_proj,0.05495,0.01000,12.945 40,self_attn.k_proj,1.16391,0.01000,2.381 40,self_attn.v_proj,0.14876,0.01000,2.363 40,self_attn.q_proj,2.31462,0.01000,2.567 40,self_attn.o_proj,0.00808,0.01000,2.508 40,mlp.up_proj,3.07795,0.01000,3.187 40,mlp.gate_proj,3.57828,0.01000,3.125 40,mlp.down_proj,0.05850,0.01000,12.904 41,self_attn.k_proj,1.52930,0.01000,2.380 41,self_attn.v_proj,0.12652,0.01000,2.391 41,self_attn.q_proj,2.55726,0.01000,2.569 41,self_attn.o_proj,0.00952,0.01000,2.562 41,mlp.up_proj,3.22545,0.01000,3.275 41,mlp.gate_proj,3.75080,0.01000,3.060 41,mlp.down_proj,0.05650,0.01000,13.096 42,self_attn.k_proj,1.10236,0.01000,2.381 42,self_attn.v_proj,0.10619,0.01000,2.370 42,self_attn.q_proj,1.61115,0.01000,2.645 42,self_attn.o_proj,0.00663,0.01000,2.510 42,mlp.up_proj,3.35899,0.01000,3.074 42,mlp.gate_proj,3.93910,0.01000,2.968 42,mlp.down_proj,0.05566,0.01000,12.979 43,self_attn.k_proj,1.16358,0.01000,2.394 43,self_attn.v_proj,0.11595,0.01000,2.358 43,self_attn.q_proj,1.78297,0.01000,2.563 43,self_attn.o_proj,0.00838,0.01000,2.539 43,mlp.up_proj,3.47114,0.01000,3.060 43,mlp.gate_proj,4.10020,0.01000,2.986 43,mlp.down_proj,0.05909,0.01000,12.989 44,self_attn.k_proj,1.72554,0.01000,2.413 44,self_attn.v_proj,0.18522,0.01000,2.390 44,self_attn.q_proj,3.38316,0.01000,2.582 44,self_attn.o_proj,0.00927,0.01000,2.577 44,mlp.up_proj,3.57198,0.01000,3.236 44,mlp.gate_proj,4.24323,0.01000,3.178 44,mlp.down_proj,0.06463,0.01000,13.205 45,self_attn.k_proj,1.13129,0.01000,2.403 45,self_attn.v_proj,0.11196,0.01000,2.388 45,self_attn.q_proj,1.76957,0.01000,2.576 45,self_attn.o_proj,0.00836,0.01000,2.597 45,mlp.up_proj,3.69441,0.01000,3.061 45,mlp.gate_proj,4.39265,0.01000,2.884 45,mlp.down_proj,0.06505,0.01000,12.914 46,self_attn.k_proj,0.88100,0.01000,2.397 46,self_attn.v_proj,0.05297,0.01000,2.353 46,self_attn.q_proj,0.55286,0.01000,2.581 46,self_attn.o_proj,0.00325,0.01000,2.498 46,mlp.up_proj,3.82880,0.01000,3.376 46,mlp.gate_proj,4.55566,0.01000,3.509 46,mlp.down_proj,0.06332,0.01000,13.056 47,self_attn.k_proj,1.32268,0.01000,2.378 47,self_attn.v_proj,0.14176,0.01000,2.382 47,self_attn.q_proj,1.85164,0.01000,2.528 47,self_attn.o_proj,0.00675,0.01000,2.549 47,mlp.up_proj,3.93994,0.01000,3.248 47,mlp.gate_proj,4.68650,0.01000,3.191 47,mlp.down_proj,0.06778,0.01000,13.102 48,self_attn.k_proj,1.36699,0.01000,2.370 48,self_attn.v_proj,0.15320,0.01000,2.368 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