layer,module,loss,samples,damp,time 0,self_attn.q_proj,0.0000008913,0.01000,6.138 0,self_attn.v_proj,0.0000000100,0.01000,6.138 0,self_attn.k_proj,0.0000017337,0.01000,6.164 0,self_attn.o_proj,0.0000000037,0.01000,1.578 0,mlp.gate_proj,0.0000001901,0.01000,3.440 0,mlp.up_proj,0.0000001856,0.01000,3.456 0,mlp.down_proj,0.0000000166,0.01000,5.620 1,self_attn.q_proj,0.0000003933,0.01000,4.576 1,self_attn.k_proj,0.0000002099,0.01000,4.613 1,self_attn.v_proj,0.0000000120,0.01000,4.671 1,self_attn.o_proj,0.0000000045,0.01000,1.574 1,mlp.up_proj,0.0000005750,0.01000,3.232 1,mlp.gate_proj,0.0000006601,0.01000,3.234 1,mlp.down_proj,0.0000000506,0.01000,5.622 2,self_attn.v_proj,0.0000000347,0.01000,4.567 2,self_attn.q_proj,0.0000005629,0.01000,4.628 2,self_attn.k_proj,0.0000001695,0.01000,4.645 2,self_attn.o_proj,0.0000000264,0.01000,1.567 2,mlp.up_proj,0.0000013546,0.01000,3.520 2,mlp.gate_proj,0.0000016016,0.01000,3.726 2,mlp.down_proj,0.0000000479,0.01000,5.599 3,self_attn.q_proj,0.0000012548,0.01000,4.518 3,self_attn.k_proj,0.0000003074,0.01000,4.541 3,self_attn.v_proj,0.0000000672,0.01000,4.547 3,self_attn.o_proj,0.0000000413,0.01000,1.530 3,mlp.up_proj,0.0000023189,0.01000,3.232 3,mlp.gate_proj,0.0000025972,0.01000,3.243 3,mlp.down_proj,0.0000000890,0.01000,5.554 4,self_attn.q_proj,0.0000027218,0.01000,4.525 4,self_attn.k_proj,0.0000008105,0.01000,4.566 4,self_attn.v_proj,0.0000001387,0.01000,4.572 4,self_attn.o_proj,0.0000000382,0.01000,1.526 4,mlp.gate_proj,0.0000035640,0.01000,3.192 4,mlp.up_proj,0.0000032485,0.01000,3.196 4,mlp.down_proj,0.0000001381,0.01000,5.408 5,self_attn.q_proj,0.0000028091,0.01000,4.644 5,self_attn.k_proj,0.0000008442,0.01000,4.659 5,self_attn.v_proj,0.0000001876,0.01000,4.669 5,self_attn.o_proj,0.0000000697,0.01000,1.523 5,mlp.up_proj,0.0000044974,0.01000,3.193 5,mlp.gate_proj,0.0000048562,0.01000,3.195 5,mlp.down_proj,0.0000131428,0.01000,5.395 6,self_attn.q_proj,0.0000052526,0.01000,4.537 6,self_attn.k_proj,0.0000018290,0.01000,4.557 6,self_attn.v_proj,0.0000003574,0.01000,4.575 6,self_attn.o_proj,0.0000001497,0.01000,1.521 6,mlp.up_proj,0.0000063462,0.01000,3.194 6,mlp.gate_proj,0.0000066522,0.01000,3.195 6,mlp.down_proj,0.0000003866,0.01000,5.493 7,self_attn.q_proj,0.0000072205,0.01000,4.526 7,self_attn.v_proj,0.0000005591,0.01000,4.558 7,self_attn.k_proj,0.0000023830,0.01000,4.754 7,self_attn.o_proj,0.0000002008,0.01000,1.552 7,mlp.gate_proj,0.0000095508,0.01000,3.405 7,mlp.up_proj,0.0000091268,0.01000,3.627 7,mlp.down_proj,0.0000006677,0.01000,5.470 8,self_attn.q_proj,0.0000114084,0.01000,4.681 8,self_attn.k_proj,0.0000031581,0.01000,4.699 8,self_attn.v_proj,0.0000009229,0.01000,4.716 8,self_attn.o_proj,0.0000001933,0.01000,2.097 8,mlp.gate_proj,0.0000121788,0.01000,3.179 8,mlp.up_proj,0.0000116188,0.01000,3.184 8,mlp.down_proj,0.0000009437,0.01000,5.483 9,self_attn.q_proj,0.0000156803,0.01000,4.508 9,self_attn.v_proj,0.0000011937,0.01000,4.518 9,self_attn.k_proj,0.0000042363,0.01000,4.746 9,self_attn.o_proj,0.0000003874,0.01000,1.528 9,mlp.gate_proj,0.0000159241,0.01000,3.432 9,mlp.up_proj,0.0000149667,0.01000,3.607 9,mlp.down_proj,0.0000014772,0.01000,5.454 10,self_attn.k_proj,0.0000040977,0.01000,4.554 10,self_attn.q_proj,0.0000145022,0.01000,4.584 10,self_attn.v_proj,0.0000012288,0.01000,4.587 10,self_attn.o_proj,0.0000004555,0.01000,1.615 10,mlp.up_proj,0.0000178941,0.01000,3.440 10,mlp.gate_proj,0.0000192809,0.01000,3.624 10,mlp.down_proj,0.0000022575,0.01000,5.459 11,self_attn.q_proj,0.0000168993,0.01000,4.524 11,self_attn.v_proj,0.0000013383,0.01000,4.548 11,self_attn.k_proj,0.0000044527,0.01000,4.641 11,self_attn.o_proj,0.0000007151,0.01000,1.512 11,mlp.gate_proj,0.0000223744,0.01000,3.272 11,mlp.up_proj,0.0000209215,0.01000,3.326 11,mlp.down_proj,0.0000031872,0.01000,5.535 12,self_attn.k_proj,0.0000046569,0.01000,4.660 12,self_attn.q_proj,0.0000181386,0.01000,4.764 12,self_attn.v_proj,0.0000015525,0.01000,4.821 12,self_attn.o_proj,0.0000011414,0.01000,1.546 12,mlp.up_proj,0.0000247787,0.01000,3.290 12,mlp.gate_proj,0.0000268349,0.01000,3.439 12,mlp.down_proj,0.0000043331,0.01000,5.436 13,self_attn.q_proj,0.0000233999,0.01000,4.523 13,self_attn.v_proj,0.0000017773,0.01000,4.595 13,self_attn.k_proj,0.0000057049,0.01000,4.649 13,self_attn.o_proj,0.0000014400,0.01000,1.534 13,mlp.up_proj,0.0000294066,0.01000,3.293 13,mlp.gate_proj,0.0000312232,0.01000,3.328 13,mlp.down_proj,0.0000056300,0.01000,6.001 14,self_attn.q_proj,0.0000261586,0.01000,5.173 14,self_attn.k_proj,0.0000066188,0.01000,5.212 14,self_attn.v_proj,0.0000021216,0.01000,5.231 14,self_attn.o_proj,0.0000018467,0.01000,1.538 14,mlp.up_proj,0.0000330952,0.01000,3.399 14,mlp.gate_proj,0.0000342462,0.01000,3.615 14,mlp.down_proj,0.0000091821,0.01000,5.479 15,self_attn.q_proj,0.0000223956,0.01000,5.307 15,self_attn.v_proj,0.0000020811,0.01000,5.426 15,self_attn.k_proj,0.0000056626,0.01000,5.445 15,self_attn.o_proj,0.0000022301,0.01000,1.520 15,mlp.gate_proj,0.0000347192,0.01000,3.406 15,mlp.up_proj,0.0000351988,0.01000,3.634 15,mlp.down_proj,0.0000077845,0.01000,6.912 16,self_attn.v_proj,0.0000029328,0.01000,4.544 16,self_attn.k_proj,0.0000076021,0.01000,4.568 16,self_attn.q_proj,0.0000341581,0.01000,4.649 16,self_attn.o_proj,0.0000029574,0.01000,1.566 16,mlp.up_proj,0.0000392853,0.01000,3.208 16,mlp.gate_proj,0.0000383945,0.01000,3.214 16,mlp.down_proj,0.0000100357,0.01000,5.512 17,self_attn.q_proj,0.0000354530,0.01000,4.517 17,self_attn.v_proj,0.0000032930,0.01000,4.533 17,self_attn.k_proj,0.0000075661,0.01000,4.551 17,self_attn.o_proj,0.0000044376,0.01000,1.509 17,mlp.gate_proj,0.0000417208,0.01000,3.201 17,mlp.up_proj,0.0000431488,0.01000,3.208 17,mlp.down_proj,0.0000128390,0.01000,5.423 18,self_attn.q_proj,0.0000325484,0.01000,4.493 18,self_attn.v_proj,0.0000036216,0.01000,4.508 18,self_attn.k_proj,0.0000069052,0.01000,4.522 18,self_attn.o_proj,0.0000045402,0.01000,1.529 18,mlp.gate_proj,0.0000436114,0.01000,3.217 18,mlp.up_proj,0.0000459943,0.01000,3.232 18,mlp.down_proj,0.0000143081,0.01000,5.420 19,self_attn.q_proj,0.0000389733,0.01000,4.467 19,self_attn.v_proj,0.0000042069,0.01000,4.495 19,self_attn.k_proj,0.0000081779,0.01000,4.523 19,self_attn.o_proj,0.0000049657,0.01000,1.522 19,mlp.gate_proj,0.0000456067,0.01000,3.177 19,mlp.up_proj,0.0000487316,0.01000,3.184 19,mlp.down_proj,0.0000162543,0.01000,5.404 20,self_attn.q_proj,0.0000394778,0.01000,5.646 20,self_attn.v_proj,0.0000048935,0.01000,5.670 20,self_attn.k_proj,0.0000079125,0.01000,5.712 20,self_attn.o_proj,0.0000074877,0.01000,1.554 20,mlp.gate_proj,0.0000466254,0.01000,3.202 20,mlp.up_proj,0.0000507956,0.01000,3.200 20,mlp.down_proj,0.0000190122,0.01000,5.437 21,self_attn.q_proj,0.0000425122,0.01000,4.633 21,self_attn.v_proj,0.0000054937,0.01000,4.734 21,self_attn.k_proj,0.0000084130,0.01000,4.829 21,self_attn.o_proj,0.0000087002,0.01000,1.527 21,mlp.gate_proj,0.0000512173,0.01000,3.390 21,mlp.up_proj,0.0000561848,0.01000,3.614 21,mlp.down_proj,0.0000240307,0.01000,5.434 22,self_attn.q_proj,0.0000426710,0.01000,4.411 22,self_attn.k_proj,0.0000084810,0.01000,4.457 22,self_attn.v_proj,0.0000054290,0.01000,4.463 22,self_attn.o_proj,0.0000088443,0.01000,2.071 22,mlp.gate_proj,0.0000557083,0.01000,3.178 22,mlp.up_proj,0.0000607494,0.01000,3.185 22,mlp.down_proj,0.0000272708,0.01000,5.403 23,self_attn.q_proj,0.0000450702,0.01000,4.429 23,self_attn.k_proj,0.0000091971,0.01000,4.454 23,self_attn.v_proj,0.0000064182,0.01000,4.456 23,self_attn.o_proj,0.0000108490,0.01000,1.528 23,mlp.gate_proj,0.0000583830,0.01000,3.210 23,mlp.up_proj,0.0000642057,0.01000,3.216 23,mlp.down_proj,0.0000326036,0.01000,5.404 24,self_attn.q_proj,0.0000472265,0.01000,4.426 24,self_attn.v_proj,0.0000070015,0.01000,4.464 24,self_attn.k_proj,0.0000094841,0.01000,4.472 24,self_attn.o_proj,0.0000130456,0.01000,1.549 24,mlp.gate_proj,0.0000658193,0.01000,3.195 24,mlp.up_proj,0.0000721073,0.01000,3.199 24,mlp.down_proj,0.0000394027,0.01000,5.393 25,self_attn.k_proj,0.0000099797,0.01000,4.542 25,self_attn.v_proj,0.0000084211,0.01000,4.574 25,self_attn.q_proj,0.0000518252,0.01000,4.751 25,self_attn.o_proj,0.0000112846,0.01000,1.528 25,mlp.up_proj,0.0000784803,0.01000,3.309 25,mlp.gate_proj,0.0000712152,0.01000,3.409 25,mlp.down_proj,0.0000474415,0.01000,5.389 26,self_attn.q_proj,0.0000525890,0.01000,4.498 26,self_attn.k_proj,0.0000100229,0.01000,4.550 26,self_attn.v_proj,0.0000088433,0.01000,4.573 26,self_attn.o_proj,0.0000152159,0.01000,1.528 26,mlp.gate_proj,0.0000789596,0.01000,3.292 26,mlp.up_proj,0.0000868882,0.01000,3.367 26,mlp.down_proj,0.0000558948,0.01000,6.902 27,self_attn.k_proj,0.0000098061,0.01000,5.597 27,self_attn.q_proj,0.0000516858,0.01000,5.658 27,self_attn.v_proj,0.0000085428,0.01000,5.663 27,self_attn.o_proj,0.0000154769,0.01000,1.519 27,mlp.gate_proj,0.0000842932,0.01000,3.147 27,mlp.up_proj,0.0000933967,0.01000,3.148 27,mlp.down_proj,0.0000697337,0.01000,6.840 28,self_attn.k_proj,0.0000096209,0.01000,4.523 28,self_attn.v_proj,0.0000105874,0.01000,4.536 28,self_attn.q_proj,0.0000543645,0.01000,4.558 28,self_attn.o_proj,0.0000256079,0.01000,1.521 28,mlp.gate_proj,0.0000956455,0.01000,3.191 28,mlp.up_proj,0.0001060709,0.01000,3.192 28,mlp.down_proj,0.0000868129,0.01000,5.381 29,self_attn.k_proj,0.0000105517,0.01000,4.459 29,self_attn.q_proj,0.0000600444,0.01000,4.473 29,self_attn.v_proj,0.0000127455,0.01000,4.478 29,self_attn.o_proj,0.0000294386,0.01000,1.498 29,mlp.up_proj,0.0001240473,0.01000,3.173 29,mlp.gate_proj,0.0001110740,0.01000,3.178 29,mlp.down_proj,0.0001162564,0.01000,5.380 30,self_attn.q_proj,0.0000613605,0.01000,4.478 30,self_attn.v_proj,0.0000136211,0.01000,4.521 30,self_attn.k_proj,0.0000101663,0.01000,4.528 30,self_attn.o_proj,0.0000277450,0.01000,1.515 30,mlp.up_proj,0.0001366665,0.01000,3.192 30,mlp.gate_proj,0.0001220095,0.01000,3.194 30,mlp.down_proj,0.0001533648,0.01000,5.372 31,self_attn.q_proj,0.0000629197,0.01000,4.667 31,self_attn.v_proj,0.0000150755,0.01000,4.716 31,self_attn.k_proj,0.0000100236,0.01000,4.764 31,self_attn.o_proj,0.0000394865,0.01000,1.541 31,mlp.gate_proj,0.0001309123,0.01000,3.410 31,mlp.up_proj,0.0001460293,0.01000,3.633 31,mlp.down_proj,0.0001916053,0.01000,5.504 32,self_attn.q_proj,0.0000688052,0.01000,4.727 32,self_attn.v_proj,0.0000199689,0.01000,4.771 32,self_attn.k_proj,0.0000101955,0.01000,4.908 32,self_attn.o_proj,0.0000414511,0.01000,1.675 32,mlp.gate_proj,0.0001506769,0.01000,3.193 32,mlp.up_proj,0.0001681236,0.01000,3.198 32,mlp.down_proj,0.0002321370,0.01000,5.405 33,self_attn.q_proj,0.0000790759,0.01000,5.877 33,self_attn.k_proj,0.0000119265,0.01000,6.008 33,self_attn.v_proj,0.0000245031,0.01000,6.027 33,self_attn.o_proj,0.0000481164,0.01000,1.537 33,mlp.gate_proj,0.0001631006,0.01000,3.384 33,mlp.up_proj,0.0001819707,0.01000,3.558 33,mlp.down_proj,0.0002729572,0.01000,5.446 34,self_attn.q_proj,0.0000711151,0.01000,4.468 34,self_attn.k_proj,0.0000106548,0.01000,4.487 34,self_attn.v_proj,0.0000241654,0.01000,4.530 34,self_attn.o_proj,0.0000437769,0.01000,2.056 34,mlp.up_proj,0.0001999646,0.01000,3.210 34,mlp.gate_proj,0.0001800606,0.01000,3.243 34,mlp.down_proj,0.0002995736,0.01000,6.643 35,self_attn.v_proj,0.0000267306,0.01000,4.621 35,self_attn.q_proj,0.0000763110,0.01000,4.682 35,self_attn.k_proj,0.0000114702,0.01000,4.714 35,self_attn.o_proj,0.0000432579,0.01000,1.510 35,mlp.up_proj,0.0002159799,0.01000,3.189 35,mlp.gate_proj,0.0001948314,0.01000,3.190 35,mlp.down_proj,0.0003204718,0.01000,5.387 36,self_attn.k_proj,0.0000131923,0.01000,4.720 36,self_attn.v_proj,0.0000260484,0.01000,4.742 36,self_attn.q_proj,0.0000835342,0.01000,4.761 36,self_attn.o_proj,0.0000440268,0.01000,1.542 36,mlp.gate_proj,0.0002087337,0.01000,3.193 36,mlp.up_proj,0.0002316518,0.01000,3.194 36,mlp.down_proj,0.0003474331,0.01000,5.490 37,self_attn.k_proj,0.0000136178,0.01000,4.508 37,self_attn.q_proj,0.0000840837,0.01000,4.556 37,self_attn.v_proj,0.0000244343,0.01000,4.574 37,self_attn.o_proj,0.0000274780,0.01000,1.536 37,mlp.gate_proj,0.0002214634,0.01000,3.221 37,mlp.up_proj,0.0002454306,0.01000,3.239 37,mlp.down_proj,0.0003771611,0.01000,5.486 38,self_attn.q_proj,0.0000895742,0.01000,4.848 38,self_attn.k_proj,0.0000140327,0.01000,4.926 38,self_attn.v_proj,0.0000301099,0.01000,4.934 38,self_attn.o_proj,0.0000425441,0.01000,1.517 38,mlp.up_proj,0.0002633508,0.01000,3.263 38,mlp.gate_proj,0.0002368640,0.01000,3.270 38,mlp.down_proj,0.0003942181,0.01000,6.156 39,self_attn.k_proj,0.0000140179,0.01000,4.522 39,self_attn.v_proj,0.0000313321,0.01000,4.537 39,self_attn.q_proj,0.0000908200,0.01000,4.553 39,self_attn.o_proj,0.0000534199,0.01000,1.533 39,mlp.up_proj,0.0002788311,0.01000,3.178 39,mlp.gate_proj,0.0002501276,0.01000,3.185 39,mlp.down_proj,0.0004236163,0.01000,5.421 40,self_attn.q_proj,0.0000999253,0.01000,4.997 40,self_attn.v_proj,0.0000328509,0.01000,5.026 40,self_attn.k_proj,0.0000157782,0.01000,5.058 40,self_attn.o_proj,0.0000260055,0.01000,1.529 40,mlp.up_proj,0.0002908479,0.01000,3.212 40,mlp.gate_proj,0.0002605559,0.01000,3.213 40,mlp.down_proj,0.0004451857,0.01000,5.371 41,self_attn.q_proj,0.0001023891,0.01000,5.047 41,self_attn.v_proj,0.0000318231,0.01000,5.110 41,self_attn.k_proj,0.0000167836,0.01000,5.250 41,self_attn.o_proj,0.0000375266,0.01000,1.543 41,mlp.gate_proj,0.0002773313,0.01000,3.425 41,mlp.up_proj,0.0003107931,0.01000,3.632 41,mlp.down_proj,0.0004739352,0.01000,5.388 42,self_attn.q_proj,0.0001094544,0.01000,4.987 42,self_attn.v_proj,0.0000319344,0.01000,5.083 42,self_attn.k_proj,0.0000180468,0.01000,5.092 42,self_attn.o_proj,0.0000348270,0.01000,2.082 42,mlp.gate_proj,0.0002944671,0.01000,3.209 42,mlp.up_proj,0.0003314464,0.01000,3.216 42,mlp.down_proj,0.0005044182,0.01000,6.817 43,self_attn.q_proj,0.0001125766,0.01000,4.619 43,self_attn.v_proj,0.0000335141,0.01000,4.636 43,self_attn.k_proj,0.0000183378,0.01000,4.664 43,self_attn.o_proj,0.0000649387,0.01000,1.550 43,mlp.gate_proj,0.0003134010,0.01000,3.325 43,mlp.up_proj,0.0003545903,0.01000,3.343 43,mlp.down_proj,0.0005684485,0.01000,5.398 44,self_attn.q_proj,0.0001224409,0.01000,4.553 44,self_attn.v_proj,0.0000358007,0.01000,4.602 44,self_attn.k_proj,0.0000201812,0.01000,4.633 44,self_attn.o_proj,0.0000679611,0.01000,1.541 44,mlp.gate_proj,0.0003327907,0.01000,3.233 44,mlp.up_proj,0.0003794263,0.01000,3.264 44,mlp.down_proj,0.0006130660,0.01000,5.382 45,self_attn.q_proj,0.0001163339,0.01000,4.507 45,self_attn.v_proj,0.0000354407,0.01000,4.566 45,self_attn.k_proj,0.0000192487,0.01000,4.578 45,self_attn.o_proj,0.0000531762,0.01000,2.069 45,mlp.gate_proj,0.0003525082,0.01000,3.193 45,mlp.up_proj,0.0004050766,0.01000,3.199 45,mlp.down_proj,0.0006635655,0.01000,5.426 46,self_attn.v_proj,0.0000432381,0.01000,4.585 46,self_attn.k_proj,0.0000209618,0.01000,4.626 46,self_attn.q_proj,0.0001321122,0.01000,4.648 46,self_attn.o_proj,0.0000832375,0.01000,1.539 46,mlp.gate_proj,0.0003708685,0.01000,3.260 46,mlp.up_proj,0.0004293002,0.01000,3.261 46,mlp.down_proj,0.0007252367,0.01000,5.401 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