layer,module,loss,samples,damp,time 0,linear_attn.in_proj_qkv,0.0001874543,0.05000,4.818 0,linear_attn.in_proj_z,0.0001219646,0.05000,3.561 0,linear_attn.out_proj,0.0000000920,0.05000,4.454 0,mlp.gate_proj,0.0000010975,0.05000,3.804 0,mlp.up_proj,0.0000010101,0.05000,3.677 0,mlp.down_proj,0.0000000114,0.05000,19.460 1,linear_attn.in_proj_qkv,0.0000084205,0.05000,3.490 1,linear_attn.in_proj_z,0.0000051722,0.05000,3.528 1,linear_attn.out_proj,0.0000000281,0.05000,4.837 1,mlp.gate_proj,0.0000023523,0.05000,3.876 1,mlp.up_proj,0.0000022382,0.05000,3.592 1,mlp.down_proj,0.0000000182,0.05000,20.316 2,linear_attn.in_proj_qkv,0.0000121876,0.05000,3.504 2,linear_attn.in_proj_z,0.0000073430,0.05000,3.481 2,linear_attn.out_proj,0.0000000391,0.05000,4.371 2,mlp.gate_proj,0.0000040472,0.05000,3.701 2,mlp.up_proj,0.0000038127,0.05000,3.793 2,mlp.down_proj,0.0000000656,0.05000,19.604 3,self_attn.q_proj,0.0001245466,0.05000,3.530 3,self_attn.k_proj,0.0000093737,0.05000,3.484 3,self_attn.v_proj,0.0000091996,0.05000,3.406 3,self_attn.o_proj,0.0000000375,0.05000,4.370 3,mlp.gate_proj,0.0000048543,0.05000,3.828 3,mlp.up_proj,0.0000046590,0.05000,3.686 3,mlp.down_proj,0.0000000507,0.05000,20.075 4,linear_attn.in_proj_qkv,0.0000161327,0.05000,3.434 4,linear_attn.in_proj_z,0.0000103046,0.05000,3.434 4,linear_attn.out_proj,0.0000000640,0.05000,4.831 4,mlp.gate_proj,0.0000063594,0.05000,3.788 4,mlp.up_proj,0.0000061216,0.05000,3.672 4,mlp.down_proj,0.0000000621,0.05000,20.343 5,linear_attn.in_proj_qkv,0.0000202335,0.05000,3.432 5,linear_attn.in_proj_z,0.0000130402,0.05000,3.588 5,linear_attn.out_proj,0.0000000873,0.05000,4.776 5,mlp.gate_proj,0.0000081791,0.05000,3.853 5,mlp.up_proj,0.0000077131,0.05000,3.657 5,mlp.down_proj,0.0000001139,0.05000,20.286 6,linear_attn.in_proj_qkv,0.0000313093,0.05000,3.478 6,linear_attn.in_proj_z,0.0000185141,0.05000,3.490 6,linear_attn.out_proj,0.0000001312,0.05000,4.622 6,mlp.gate_proj,0.0000115184,0.05000,3.481 6,mlp.up_proj,0.0000107048,0.05000,3.605 6,mlp.down_proj,0.0000002134,0.05000,20.083 7,self_attn.q_proj,0.0001071225,0.05000,3.510 7,self_attn.k_proj,0.0000090535,0.05000,3.452 7,self_attn.v_proj,0.0000082256,0.05000,3.450 7,self_attn.o_proj,0.0000000963,0.05000,4.593 7,mlp.gate_proj,0.0000131023,0.05000,3.704 7,mlp.up_proj,0.0000122296,0.05000,3.581 7,mlp.down_proj,0.0000002465,0.05000,20.106 8,linear_attn.in_proj_qkv,0.0000335395,0.05000,3.559 8,linear_attn.in_proj_z,0.0000210535,0.05000,3.460 8,linear_attn.out_proj,0.0000001906,0.05000,4.735 8,mlp.gate_proj,0.0000147295,0.05000,3.692 8,mlp.up_proj,0.0000138624,0.05000,3.686 8,mlp.down_proj,0.0000002835,0.05000,19.579 9,linear_attn.in_proj_qkv,0.0000346175,0.05000,3.472 9,linear_attn.in_proj_z,0.0000209219,0.05000,3.470 9,linear_attn.out_proj,0.0000001953,0.05000,4.491 9,mlp.gate_proj,0.0000161756,0.05000,3.600 9,mlp.up_proj,0.0000152879,0.05000,3.671 9,mlp.down_proj,0.0000003229,0.05000,20.212 10,linear_attn.in_proj_qkv,0.0000363573,0.05000,3.423 10,linear_attn.in_proj_z,0.0000213501,0.05000,3.578 10,linear_attn.out_proj,0.0000002154,0.05000,4.392 10,mlp.gate_proj,0.0000167062,0.05000,3.704 10,mlp.up_proj,0.0000157933,0.05000,3.838 10,mlp.down_proj,0.0000003489,0.05000,20.114 11,self_attn.q_proj,0.0000967385,0.05000,3.465 11,self_attn.k_proj,0.0000086289,0.05000,3.425 11,self_attn.v_proj,0.0000077103,0.05000,3.374 11,self_attn.o_proj,0.0000001599,0.05000,4.575 11,mlp.gate_proj,0.0000174363,0.05000,3.769 11,mlp.up_proj,0.0000166517,0.05000,3.660 11,mlp.down_proj,0.0000003842,0.05000,20.381 12,linear_attn.in_proj_qkv,0.0000407537,0.05000,3.521 12,linear_attn.in_proj_z,0.0000238991,0.05000,3.532 12,linear_attn.out_proj,0.0000003257,0.05000,4.671 12,mlp.gate_proj,0.0000179496,0.05000,3.909 12,mlp.up_proj,0.0000170793,0.05000,3.734 12,mlp.down_proj,0.0000004221,0.05000,20.100 13,linear_attn.in_proj_qkv,0.0000424075,0.05000,3.493 13,linear_attn.in_proj_z,0.0000236763,0.05000,3.411 13,linear_attn.out_proj,0.0000003478,0.05000,4.537 13,mlp.gate_proj,0.0000190719,0.05000,3.734 13,mlp.up_proj,0.0000182273,0.05000,3.769 13,mlp.down_proj,0.0000004816,0.05000,20.167 14,linear_attn.in_proj_qkv,0.0000465344,0.05000,3.513 14,linear_attn.in_proj_z,0.0000267185,0.05000,3.580 14,linear_attn.out_proj,0.0000004116,0.05000,4.430 14,mlp.gate_proj,0.0000201270,0.05000,3.736 14,mlp.up_proj,0.0000193028,0.05000,3.610 14,mlp.down_proj,0.0000005291,0.05000,20.271 15,self_attn.q_proj,0.0000810782,0.05000,3.520 15,self_attn.k_proj,0.0000073682,0.05000,3.535 15,self_attn.v_proj,0.0000070410,0.05000,3.535 15,self_attn.o_proj,0.0000002423,0.05000,4.562 15,mlp.gate_proj,0.0000225750,0.05000,3.635 15,mlp.up_proj,0.0000218295,0.05000,3.648 15,mlp.down_proj,0.0000006125,0.05000,20.053 16,linear_attn.in_proj_qkv,0.0000488355,0.05000,3.463 16,linear_attn.in_proj_z,0.0000276720,0.05000,3.470 16,linear_attn.out_proj,0.0000004426,0.05000,4.604 16,mlp.gate_proj,0.0000247970,0.05000,3.956 16,mlp.up_proj,0.0000237858,0.05000,3.743 16,mlp.down_proj,0.0000007200,0.05000,20.083 17,linear_attn.in_proj_qkv,0.0000550724,0.05000,3.631 17,linear_attn.in_proj_z,0.0000277861,0.05000,3.565 17,linear_attn.out_proj,0.0000006079,0.05000,4.383 17,mlp.gate_proj,0.0000282223,0.05000,3.658 17,mlp.up_proj,0.0000270608,0.05000,3.680 17,mlp.down_proj,0.0000009760,0.05000,19.743 18,linear_attn.in_proj_qkv,0.0000592100,0.05000,3.452 18,linear_attn.in_proj_z,0.0000325331,0.05000,3.418 18,linear_attn.out_proj,0.0000007188,0.05000,4.362 18,mlp.gate_proj,0.0000343236,0.05000,3.502 18,mlp.up_proj,0.0000317095,0.05000,3.495 18,mlp.down_proj,0.0000015599,0.05000,20.315 19,self_attn.q_proj,0.0000947052,0.05000,3.603 19,self_attn.k_proj,0.0000091075,0.05000,3.407 19,self_attn.v_proj,0.0000105397,0.05000,3.398 19,self_attn.o_proj,0.0000009646,0.05000,4.533 19,mlp.gate_proj,0.0000413703,0.05000,3.504 19,mlp.up_proj,0.0000390795,0.05000,3.490 19,mlp.down_proj,0.0000021000,0.05000,20.120 20,linear_attn.in_proj_qkv,0.0001012824,0.05000,3.452 20,linear_attn.in_proj_z,0.0000564473,0.05000,3.466 20,linear_attn.out_proj,0.0000010812,0.05000,4.371 20,mlp.gate_proj,0.0000498370,0.05000,3.453 20,mlp.up_proj,0.0000463908,0.05000,3.470 20,mlp.down_proj,0.0000024809,0.05000,20.301 21,linear_attn.in_proj_qkv,0.0001249308,0.05000,3.520 21,linear_attn.in_proj_z,0.0000785486,0.05000,3.407 21,linear_attn.out_proj,0.0000013177,0.05000,4.332 21,mlp.gate_proj,0.0000544411,0.05000,3.629 21,mlp.up_proj,0.0000509980,0.05000,3.582 21,mlp.down_proj,0.0000026271,0.05000,20.210 22,linear_attn.in_proj_qkv,0.0001080204,0.05000,3.500 22,linear_attn.in_proj_z,0.0000652103,0.05000,3.520 22,linear_attn.out_proj,0.0000012245,0.05000,4.404 22,mlp.gate_proj,0.0000639748,0.05000,3.547 22,mlp.up_proj,0.0000571856,0.05000,3.473 22,mlp.down_proj,0.0000030251,0.05000,20.387 23,self_attn.q_proj,0.0001203829,0.05000,3.472 23,self_attn.k_proj,0.0000128186,0.05000,3.466 23,self_attn.v_proj,0.0000132790,0.05000,3.423 23,self_attn.o_proj,0.0000012130,0.05000,4.353 23,mlp.gate_proj,0.0000644791,0.05000,3.542 23,mlp.up_proj,0.0000599102,0.05000,3.495 23,mlp.down_proj,0.0000030019,0.05000,20.573 24,linear_attn.in_proj_qkv,0.0001046795,0.05000,3.428 24,linear_attn.in_proj_z,0.0000584997,0.05000,3.441 24,linear_attn.out_proj,0.0000015460,0.05000,4.761 24,mlp.gate_proj,0.0000698400,0.05000,3.626 24,mlp.up_proj,0.0000649455,0.05000,3.455 24,mlp.down_proj,0.0000033420,0.05000,20.468 25,linear_attn.in_proj_qkv,0.0001064732,0.05000,3.475 25,linear_attn.in_proj_z,0.0000553424,0.05000,3.582 25,linear_attn.out_proj,0.0000016037,0.05000,4.838 25,mlp.gate_proj,0.0000675568,0.05000,3.607 25,mlp.up_proj,0.0000659879,0.05000,3.649 25,mlp.down_proj,0.0000032680,0.05000,20.418 26,linear_attn.in_proj_qkv,0.0000976771,0.05000,3.506 26,linear_attn.in_proj_z,0.0000486105,0.05000,3.495 26,linear_attn.out_proj,0.0000018313,0.05000,4.774 26,mlp.gate_proj,0.0000635543,0.05000,3.564 26,mlp.up_proj,0.0000651793,0.05000,3.762 26,mlp.down_proj,0.0000033971,0.05000,20.487 27,self_attn.q_proj,0.0001111120,0.05000,3.635 27,self_attn.k_proj,0.0000121166,0.05000,3.401 27,self_attn.v_proj,0.0000107448,0.05000,3.423 27,self_attn.o_proj,0.0000024718,0.05000,4.689 27,mlp.gate_proj,0.0000640964,0.05000,3.491 27,mlp.up_proj,0.0000679866,0.05000,3.480 27,mlp.down_proj,0.0000034219,0.05000,20.569 28,linear_attn.in_proj_qkv,0.0000930593,0.05000,3.461 28,linear_attn.in_proj_z,0.0000434470,0.05000,3.398 28,linear_attn.out_proj,0.0000023032,0.05000,4.735 28,mlp.gate_proj,0.0000606001,0.05000,3.545 28,mlp.up_proj,0.0000653044,0.05000,3.581 28,mlp.down_proj,0.0000033377,0.05000,20.419 29,linear_attn.in_proj_qkv,0.0000982339,0.05000,3.539 29,linear_attn.in_proj_z,0.0000446348,0.05000,3.548 29,linear_attn.out_proj,0.0000019662,0.05000,4.741 29,mlp.gate_proj,0.0000600196,0.05000,3.475 29,mlp.up_proj,0.0000650759,0.05000,3.617 29,mlp.down_proj,0.0000033421,0.05000,20.171 30,linear_attn.in_proj_qkv,0.0000989921,0.05000,3.501 30,linear_attn.in_proj_z,0.0000460622,0.05000,3.562 30,linear_attn.out_proj,0.0000027566,0.05000,4.412 30,mlp.gate_proj,0.0000586642,0.05000,3.486 30,mlp.up_proj,0.0000651962,0.05000,3.542 30,mlp.down_proj,0.0000035083,0.05000,19.836 31,self_attn.q_proj,0.0000996553,0.05000,3.463 31,self_attn.k_proj,0.0000111596,0.05000,3.501 31,self_attn.v_proj,0.0000125075,0.05000,3.470 31,self_attn.o_proj,0.0000032696,0.05000,4.547 31,mlp.gate_proj,0.0000620446,0.05000,3.578 31,mlp.up_proj,0.0000704761,0.05000,3.433 31,mlp.down_proj,0.0000037307,0.05000,20.323 32,linear_attn.in_proj_qkv,0.0001034036,0.05000,3.484 32,linear_attn.in_proj_z,0.0000447231,0.05000,3.466 32,linear_attn.out_proj,0.0000026712,0.05000,4.621 32,mlp.gate_proj,0.0000663990,0.05000,3.602 32,mlp.up_proj,0.0000757373,0.05000,3.533 32,mlp.down_proj,0.0000040175,0.05000,20.256 33,linear_attn.in_proj_qkv,0.0001228124,0.05000,3.625 33,linear_attn.in_proj_z,0.0000498502,0.05000,3.422 33,linear_attn.out_proj,0.0000030020,0.05000,4.433 33,mlp.gate_proj,0.0000692789,0.05000,3.551 33,mlp.up_proj,0.0000794881,0.05000,3.618 33,mlp.down_proj,0.0000042897,0.05000,20.409 34,linear_attn.in_proj_qkv,0.0001207825,0.05000,3.451 34,linear_attn.in_proj_z,0.0000543399,0.05000,3.445 34,linear_attn.out_proj,0.0000033138,0.05000,4.877 34,mlp.gate_proj,0.0000792174,0.05000,3.507 34,mlp.up_proj,0.0000879329,0.05000,3.486 34,mlp.down_proj,0.0000062430,0.05000,19.501 35,self_attn.q_proj,0.0001281520,0.05000,3.508 35,self_attn.k_proj,0.0000142747,0.05000,3.452 35,self_attn.v_proj,0.0000203930,0.05000,3.464 35,self_attn.o_proj,0.0000062886,0.05000,4.754 35,mlp.gate_proj,0.0000846019,0.05000,3.481 35,mlp.up_proj,0.0000936728,0.05000,3.495 35,mlp.down_proj,0.0000076296,0.05000,19.566 36,linear_attn.in_proj_qkv,0.0001806984,0.05000,3.519 36,linear_attn.in_proj_z,0.0000893723,0.05000,3.628 36,linear_attn.out_proj,0.0000028719,0.05000,4.346 36,mlp.gate_proj,0.0000978861,0.05000,3.440 36,mlp.up_proj,0.0000967515,0.05000,3.479 36,mlp.down_proj,0.0000073309,0.05000,20.159 37,linear_attn.in_proj_qkv,0.0002045721,0.05000,3.497 37,linear_attn.in_proj_z,0.0001137342,0.05000,3.438 37,linear_attn.out_proj,0.0000033849,0.05000,4.323 37,mlp.gate_proj,0.0001019015,0.05000,3.452 37,mlp.up_proj,0.0000991975,0.05000,3.473 37,mlp.down_proj,0.0000070176,0.05000,20.244 38,linear_attn.in_proj_qkv,0.0001835952,0.05000,3.484 38,linear_attn.in_proj_z,0.0001051870,0.05000,3.502 38,linear_attn.out_proj,0.0000024899,0.05000,4.342 38,mlp.gate_proj,0.0001375497,0.05000,3.440 38,mlp.up_proj,0.0001158486,0.05000,3.437 38,mlp.down_proj,0.0000075367,0.05000,19.633 39,self_attn.q_proj,0.0001639064,0.05000,3.476 39,self_attn.k_proj,0.0000188491,0.05000,3.438 39,self_attn.v_proj,0.0000229725,0.05000,3.468 39,self_attn.o_proj,0.0000039523,0.05000,4.675 39,mlp.gate_proj,0.0001245222,0.05000,3.472 39,mlp.up_proj,0.0001124759,0.05000,3.455 39,mlp.down_proj,0.0000069358,0.05000,20.139 40,linear_attn.in_proj_qkv,0.0001814141,0.05000,3.423 40,linear_attn.in_proj_z,0.0000987238,0.05000,3.618 40,linear_attn.out_proj,0.0000029730,0.05000,4.814 40,mlp.gate_proj,0.0001327578,0.05000,3.490 40,mlp.up_proj,0.0001179771,0.05000,3.457 40,mlp.down_proj,0.0000066618,0.05000,20.113 41,linear_attn.in_proj_qkv,0.0001610602,0.05000,3.547 41,linear_attn.in_proj_z,0.0000868363,0.05000,3.451 41,linear_attn.out_proj,0.0000025362,0.05000,4.644 41,mlp.gate_proj,0.0001132520,0.05000,3.628 41,mlp.up_proj,0.0001114094,0.05000,3.475 41,mlp.down_proj,0.0000064114,0.05000,19.911 42,linear_attn.in_proj_qkv,0.0001491600,0.05000,3.455 42,linear_attn.in_proj_z,0.0000770936,0.05000,3.447 42,linear_attn.out_proj,0.0000033813,0.05000,4.356 42,mlp.gate_proj,0.0001020986,0.05000,3.475 42,mlp.up_proj,0.0001071817,0.05000,3.435 42,mlp.down_proj,0.0000069193,0.05000,19.642 43,self_attn.q_proj,0.0001512581,0.05000,3.431 43,self_attn.k_proj,0.0000181977,0.05000,3.494 43,self_attn.v_proj,0.0000218068,0.05000,3.503 43,self_attn.o_proj,0.0000057627,0.05000,4.745 43,mlp.gate_proj,0.0000953824,0.05000,3.552 43,mlp.up_proj,0.0001047132,0.05000,3.485 43,mlp.down_proj,0.0000065923,0.05000,20.606 44,linear_attn.in_proj_qkv,0.0001363510,0.05000,3.517 44,linear_attn.in_proj_z,0.0000656555,0.05000,3.492 44,linear_attn.out_proj,0.0000043649,0.05000,4.623 44,mlp.gate_proj,0.0000939094,0.05000,3.548 44,mlp.up_proj,0.0001038844,0.05000,3.514 44,mlp.down_proj,0.0000070353,0.05000,20.305 45,linear_attn.in_proj_qkv,0.0001353665,0.05000,3.504 45,linear_attn.in_proj_z,0.0000648456,0.05000,3.608 45,linear_attn.out_proj,0.0000033503,0.05000,4.366 45,mlp.gate_proj,0.0000926517,0.05000,3.555 45,mlp.up_proj,0.0001032355,0.05000,3.507 45,mlp.down_proj,0.0000071251,0.05000,20.435 46,linear_attn.in_proj_qkv,0.0001427028,0.05000,3.497 46,linear_attn.in_proj_z,0.0000693183,0.05000,3.473 46,linear_attn.out_proj,0.0000057370,0.05000,4.442 46,mlp.gate_proj,0.0000915166,0.05000,3.536 46,mlp.up_proj,0.0001045081,0.05000,3.603 46,mlp.down_proj,0.0000080934,0.05000,19.787 47,self_attn.q_proj,0.0001517417,0.05000,3.451 47,self_attn.k_proj,0.0000169202,0.05000,3.396 47,self_attn.v_proj,0.0000261090,0.05000,3.392 47,self_attn.o_proj,0.0000056260,0.05000,4.573 47,mlp.gate_proj,0.0000996380,0.05000,3.581 47,mlp.up_proj,0.0001132301,0.05000,3.440 47,mlp.down_proj,0.0000091958,0.05000,19.670 48,linear_attn.in_proj_qkv,0.0001538989,0.05000,3.440 48,linear_attn.in_proj_z,0.0000720156,0.05000,3.418 48,linear_attn.out_proj,0.0000055272,0.05000,4.417 48,mlp.gate_proj,0.0001111108,0.05000,3.491 48,mlp.up_proj,0.0001249967,0.05000,3.564 48,mlp.down_proj,0.0000115012,0.05000,19.681 49,linear_attn.in_proj_qkv,0.0001856101,0.05000,3.473 49,linear_attn.in_proj_z,0.0000770512,0.05000,3.422 49,linear_attn.out_proj,0.0000066738,0.05000,4.678 49,mlp.gate_proj,0.0001227588,0.05000,3.527 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53,linear_attn.in_proj_qkv,0.0003034802,0.05000,3.507 53,linear_attn.in_proj_z,0.0001454626,0.05000,3.566 53,linear_attn.out_proj,0.0000132037,0.05000,4.398 53,mlp.gate_proj,0.0002343987,0.05000,3.681 53,mlp.up_proj,0.0002144974,0.05000,3.823 53,mlp.down_proj,0.0000395669,0.05000,20.470 54,linear_attn.in_proj_qkv,0.0002970487,0.05000,3.701 54,linear_attn.in_proj_z,0.0001559632,0.05000,3.554 54,linear_attn.out_proj,0.0000134913,0.05000,4.464 54,mlp.gate_proj,0.0003006682,0.05000,3.731 54,mlp.up_proj,0.0002601662,0.05000,3.636 54,mlp.down_proj,0.0000587439,0.05000,19.784 55,self_attn.q_proj,0.0002922003,0.05000,3.519 55,self_attn.k_proj,0.0000363426,0.05000,3.451 55,self_attn.v_proj,0.0000760723,0.05000,3.490 55,self_attn.o_proj,0.0000177222,0.05000,4.535 55,mlp.gate_proj,0.0002872898,0.05000,3.713 55,mlp.up_proj,0.0002611260,0.05000,3.653 55,mlp.down_proj,0.0000488444,0.05000,19.762 56,linear_attn.in_proj_qkv,0.0003528052,0.05000,3.877 56,linear_attn.in_proj_z,0.0001724693,0.05000,3.729 56,linear_attn.out_proj,0.0000225873,0.05000,4.355 56,mlp.gate_proj,0.0003208118,0.05000,3.589 56,mlp.up_proj,0.0002840272,0.05000,3.720 56,mlp.down_proj,0.0000476464,0.05000,19.664 57,linear_attn.in_proj_qkv,0.0003820405,0.05000,3.702 57,linear_attn.in_proj_z,0.0001848580,0.05000,3.594 57,linear_attn.out_proj,0.0000197755,0.05000,4.356 57,mlp.gate_proj,0.0003778149,0.05000,3.756 57,mlp.up_proj,0.0003289884,0.05000,3.853 57,mlp.down_proj,0.0000485489,0.05000,19.384 58,linear_attn.in_proj_qkv,0.0003657959,0.05000,3.608 58,linear_attn.in_proj_z,0.0001932840,0.05000,3.552 58,linear_attn.out_proj,0.0000178292,0.05000,4.392 58,mlp.gate_proj,0.0004414315,0.05000,3.754 58,mlp.up_proj,0.0003837602,0.05000,3.667 58,mlp.down_proj,0.0000622438,0.05000,20.067 59,self_attn.q_proj,0.0003705985,0.05000,3.544 59,self_attn.k_proj,0.0000489910,0.05000,3.439 59,self_attn.v_proj,0.0001718508,0.05000,3.523 59,self_attn.o_proj,0.0000519039,0.05000,4.399 59,mlp.gate_proj,0.0004415749,0.05000,3.643 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