layer,module,loss,samples,damp,time 0,linear_attn.in_proj_qkv,0.0001875134,0.05000,5.047 0,linear_attn.in_proj_z,0.0001219498,0.05000,3.600 0,linear_attn.out_proj,0.0000000920,0.05000,4.258 0,mlp.gate_proj,0.0000010980,0.05000,3.746 0,mlp.up_proj,0.0000010106,0.05000,3.669 0,mlp.down_proj,0.0000000115,0.05000,19.200 1,linear_attn.in_proj_qkv,0.0000084260,0.05000,3.346 1,linear_attn.in_proj_z,0.0000051752,0.05000,3.416 1,linear_attn.out_proj,0.0000000282,0.05000,4.682 1,mlp.gate_proj,0.0000023540,0.05000,3.646 1,mlp.up_proj,0.0000022396,0.05000,3.718 1,mlp.down_proj,0.0000000182,0.05000,20.068 2,linear_attn.in_proj_qkv,0.0000121940,0.05000,3.467 2,linear_attn.in_proj_z,0.0000073475,0.05000,3.411 2,linear_attn.out_proj,0.0000000391,0.05000,4.300 2,mlp.gate_proj,0.0000040483,0.05000,3.674 2,mlp.up_proj,0.0000038140,0.05000,3.634 2,mlp.down_proj,0.0000000655,0.05000,19.269 3,self_attn.q_proj,0.0001245274,0.05000,3.450 3,self_attn.k_proj,0.0000093706,0.05000,3.433 3,self_attn.v_proj,0.0000091947,0.05000,3.280 3,self_attn.o_proj,0.0000000376,0.05000,4.429 3,mlp.gate_proj,0.0000048537,0.05000,3.547 3,mlp.up_proj,0.0000046599,0.05000,3.600 3,mlp.down_proj,0.0000000507,0.05000,19.803 4,linear_attn.in_proj_qkv,0.0000161314,0.05000,3.433 4,linear_attn.in_proj_z,0.0000103027,0.05000,3.310 4,linear_attn.out_proj,0.0000000642,0.05000,4.370 4,mlp.gate_proj,0.0000063627,0.05000,3.589 4,mlp.up_proj,0.0000061244,0.05000,3.665 4,mlp.down_proj,0.0000000622,0.05000,19.850 5,linear_attn.in_proj_qkv,0.0000202413,0.05000,3.477 5,linear_attn.in_proj_z,0.0000130437,0.05000,3.470 5,linear_attn.out_proj,0.0000000874,0.05000,4.543 5,mlp.gate_proj,0.0000081832,0.05000,3.618 5,mlp.up_proj,0.0000077181,0.05000,3.498 5,mlp.down_proj,0.0000001141,0.05000,19.969 6,linear_attn.in_proj_qkv,0.0000313215,0.05000,3.374 6,linear_attn.in_proj_z,0.0000185133,0.05000,3.341 6,linear_attn.out_proj,0.0000001314,0.05000,4.669 6,mlp.gate_proj,0.0000115287,0.05000,3.430 6,mlp.up_proj,0.0000107106,0.05000,3.399 6,mlp.down_proj,0.0000002139,0.05000,20.095 7,self_attn.q_proj,0.0001071727,0.05000,3.423 7,self_attn.k_proj,0.0000090592,0.05000,3.281 7,self_attn.v_proj,0.0000082231,0.05000,3.469 7,self_attn.o_proj,0.0000000970,0.05000,4.524 7,mlp.gate_proj,0.0000131028,0.05000,3.629 7,mlp.up_proj,0.0000122297,0.05000,3.713 7,mlp.down_proj,0.0000002466,0.05000,19.859 8,linear_attn.in_proj_qkv,0.0000335370,0.05000,3.352 8,linear_attn.in_proj_z,0.0000210466,0.05000,3.441 8,linear_attn.out_proj,0.0000001906,0.05000,4.541 8,mlp.gate_proj,0.0000147287,0.05000,3.623 8,mlp.up_proj,0.0000138598,0.05000,3.664 8,mlp.down_proj,0.0000002837,0.05000,19.632 9,linear_attn.in_proj_qkv,0.0000346269,0.05000,3.424 9,linear_attn.in_proj_z,0.0000209249,0.05000,3.386 9,linear_attn.out_proj,0.0000001952,0.05000,4.513 9,mlp.gate_proj,0.0000161662,0.05000,3.607 9,mlp.up_proj,0.0000152838,0.05000,3.539 9,mlp.down_proj,0.0000003229,0.05000,19.837 10,linear_attn.in_proj_qkv,0.0000363469,0.05000,3.374 10,linear_attn.in_proj_z,0.0000213424,0.05000,3.382 10,linear_attn.out_proj,0.0000002151,0.05000,4.175 10,mlp.gate_proj,0.0000166966,0.05000,3.580 10,mlp.up_proj,0.0000157878,0.05000,3.585 10,mlp.down_proj,0.0000003487,0.05000,20.049 11,self_attn.q_proj,0.0000967023,0.05000,3.419 11,self_attn.k_proj,0.0000086262,0.05000,3.336 11,self_attn.v_proj,0.0000077083,0.05000,3.357 11,self_attn.o_proj,0.0000001601,0.05000,4.715 11,mlp.gate_proj,0.0000174285,0.05000,3.607 11,mlp.up_proj,0.0000166466,0.05000,3.737 11,mlp.down_proj,0.0000003840,0.05000,19.760 12,linear_attn.in_proj_qkv,0.0000407387,0.05000,3.362 12,linear_attn.in_proj_z,0.0000238910,0.05000,3.374 12,linear_attn.out_proj,0.0000003256,0.05000,4.657 12,mlp.gate_proj,0.0000179439,0.05000,3.618 12,mlp.up_proj,0.0000170767,0.05000,3.622 12,mlp.down_proj,0.0000004221,0.05000,20.026 13,linear_attn.in_proj_qkv,0.0000423863,0.05000,3.368 13,linear_attn.in_proj_z,0.0000236715,0.05000,3.375 13,linear_attn.out_proj,0.0000003480,0.05000,4.511 13,mlp.gate_proj,0.0000190767,0.05000,3.586 13,mlp.up_proj,0.0000182304,0.05000,3.604 13,mlp.down_proj,0.0000004818,0.05000,19.904 14,linear_attn.in_proj_qkv,0.0000465315,0.05000,3.408 14,linear_attn.in_proj_z,0.0000267258,0.05000,3.322 14,linear_attn.out_proj,0.0000004123,0.05000,4.219 14,mlp.gate_proj,0.0000201285,0.05000,3.596 14,mlp.up_proj,0.0000193038,0.05000,3.657 14,mlp.down_proj,0.0000005295,0.05000,19.878 15,self_attn.q_proj,0.0000810775,0.05000,3.366 15,self_attn.k_proj,0.0000073659,0.05000,3.278 15,self_attn.v_proj,0.0000070440,0.05000,3.321 15,self_attn.o_proj,0.0000002425,0.05000,4.318 15,mlp.gate_proj,0.0000225692,0.05000,3.584 15,mlp.up_proj,0.0000218241,0.05000,3.645 15,mlp.down_proj,0.0000006127,0.05000,19.794 16,linear_attn.in_proj_qkv,0.0000488206,0.05000,3.356 16,linear_attn.in_proj_z,0.0000276689,0.05000,3.421 16,linear_attn.out_proj,0.0000004429,0.05000,4.732 16,mlp.gate_proj,0.0000247896,0.05000,3.730 16,mlp.up_proj,0.0000237803,0.05000,3.626 16,mlp.down_proj,0.0000007197,0.05000,19.901 17,linear_attn.in_proj_qkv,0.0000550496,0.05000,3.323 17,linear_attn.in_proj_z,0.0000277792,0.05000,3.372 17,linear_attn.out_proj,0.0000006079,0.05000,4.200 17,mlp.gate_proj,0.0000282144,0.05000,3.658 17,mlp.up_proj,0.0000270485,0.05000,3.605 17,mlp.down_proj,0.0000009754,0.05000,19.268 18,linear_attn.in_proj_qkv,0.0000591723,0.05000,3.503 18,linear_attn.in_proj_z,0.0000325143,0.05000,3.412 18,linear_attn.out_proj,0.0000007184,0.05000,4.206 18,mlp.gate_proj,0.0000343047,0.05000,3.497 18,mlp.up_proj,0.0000316996,0.05000,3.419 18,mlp.down_proj,0.0000015595,0.05000,19.809 19,self_attn.q_proj,0.0000946438,0.05000,3.407 19,self_attn.k_proj,0.0000091042,0.05000,3.320 19,self_attn.v_proj,0.0000105348,0.05000,3.377 19,self_attn.o_proj,0.0000009657,0.05000,4.229 19,mlp.gate_proj,0.0000413419,0.05000,3.388 19,mlp.up_proj,0.0000390534,0.05000,3.399 19,mlp.down_proj,0.0000020981,0.05000,19.962 20,linear_attn.in_proj_qkv,0.0001012108,0.05000,3.451 20,linear_attn.in_proj_z,0.0000563891,0.05000,3.368 20,linear_attn.out_proj,0.0000010806,0.05000,4.386 20,mlp.gate_proj,0.0000497572,0.05000,3.443 20,mlp.up_proj,0.0000463250,0.05000,3.386 20,mlp.down_proj,0.0000024770,0.05000,20.195 21,linear_attn.in_proj_qkv,0.0001247596,0.05000,3.436 21,linear_attn.in_proj_z,0.0000784595,0.05000,3.401 21,linear_attn.out_proj,0.0000013137,0.05000,4.319 21,mlp.gate_proj,0.0000543633,0.05000,3.718 21,mlp.up_proj,0.0000509195,0.05000,3.614 21,mlp.down_proj,0.0000026210,0.05000,19.802 22,linear_attn.in_proj_qkv,0.0001078710,0.05000,3.400 22,linear_attn.in_proj_z,0.0000651087,0.05000,3.387 22,linear_attn.out_proj,0.0000012218,0.05000,4.314 22,mlp.gate_proj,0.0000638888,0.05000,3.407 22,mlp.up_proj,0.0000570901,0.05000,3.380 22,mlp.down_proj,0.0000030183,0.05000,20.060 23,self_attn.q_proj,0.0001202280,0.05000,3.482 23,self_attn.k_proj,0.0000128030,0.05000,3.452 23,self_attn.v_proj,0.0000132724,0.05000,3.405 23,self_attn.o_proj,0.0000012097,0.05000,4.359 23,mlp.gate_proj,0.0000644577,0.05000,3.418 23,mlp.up_proj,0.0000598883,0.05000,3.353 23,mlp.down_proj,0.0000030069,0.05000,20.250 24,linear_attn.in_proj_qkv,0.0001046689,0.05000,3.412 24,linear_attn.in_proj_z,0.0000585030,0.05000,3.381 24,linear_attn.out_proj,0.0000015503,0.05000,4.701 24,mlp.gate_proj,0.0000698194,0.05000,3.404 24,mlp.up_proj,0.0000649239,0.05000,3.475 24,mlp.down_proj,0.0000033530,0.05000,19.889 25,linear_attn.in_proj_qkv,0.0001064825,0.05000,3.407 25,linear_attn.in_proj_z,0.0000553369,0.05000,3.377 25,linear_attn.out_proj,0.0000016094,0.05000,4.492 25,mlp.gate_proj,0.0000675068,0.05000,3.567 25,mlp.up_proj,0.0000659441,0.05000,3.429 25,mlp.down_proj,0.0000032718,0.05000,19.717 26,linear_attn.in_proj_qkv,0.0000975879,0.05000,3.365 26,linear_attn.in_proj_z,0.0000485795,0.05000,3.338 26,linear_attn.out_proj,0.0000018329,0.05000,4.444 26,mlp.gate_proj,0.0000635161,0.05000,3.491 26,mlp.up_proj,0.0000651426,0.05000,3.401 26,mlp.down_proj,0.0000033969,0.05000,20.069 27,self_attn.q_proj,0.0001110294,0.05000,3.429 27,self_attn.k_proj,0.0000121089,0.05000,3.430 27,self_attn.v_proj,0.0000107309,0.05000,3.403 27,self_attn.o_proj,0.0000024848,0.05000,4.664 27,mlp.gate_proj,0.0000640733,0.05000,3.401 27,mlp.up_proj,0.0000679464,0.05000,3.364 27,mlp.down_proj,0.0000034249,0.05000,19.875 28,linear_attn.in_proj_qkv,0.0000930331,0.05000,3.377 28,linear_attn.in_proj_z,0.0000434331,0.05000,3.378 28,linear_attn.out_proj,0.0000023051,0.05000,4.631 28,mlp.gate_proj,0.0000606052,0.05000,3.504 28,mlp.up_proj,0.0000653091,0.05000,3.444 28,mlp.down_proj,0.0000033410,0.05000,19.783 29,linear_attn.in_proj_qkv,0.0000982330,0.05000,3.512 29,linear_attn.in_proj_z,0.0000446388,0.05000,3.456 29,linear_attn.out_proj,0.0000019755,0.05000,4.796 29,mlp.gate_proj,0.0000600239,0.05000,3.465 29,mlp.up_proj,0.0000650754,0.05000,3.389 29,mlp.down_proj,0.0000033489,0.05000,19.986 30,linear_attn.in_proj_qkv,0.0000990092,0.05000,3.499 30,linear_attn.in_proj_z,0.0000460740,0.05000,3.535 30,linear_attn.out_proj,0.0000027713,0.05000,4.290 30,mlp.gate_proj,0.0000586988,0.05000,3.450 30,mlp.up_proj,0.0000652214,0.05000,3.376 30,mlp.down_proj,0.0000035167,0.05000,19.259 31,self_attn.q_proj,0.0000996605,0.05000,3.587 31,self_attn.k_proj,0.0000111569,0.05000,3.340 31,self_attn.v_proj,0.0000124979,0.05000,3.284 31,self_attn.o_proj,0.0000032841,0.05000,4.588 31,mlp.gate_proj,0.0000621026,0.05000,3.393 31,mlp.up_proj,0.0000705350,0.05000,3.489 31,mlp.down_proj,0.0000037427,0.05000,19.898 32,linear_attn.in_proj_qkv,0.0001034332,0.05000,3.390 32,linear_attn.in_proj_z,0.0000447437,0.05000,3.362 32,linear_attn.out_proj,0.0000026840,0.05000,4.558 32,mlp.gate_proj,0.0000665092,0.05000,3.422 32,mlp.up_proj,0.0000758465,0.05000,3.577 32,mlp.down_proj,0.0000040324,0.05000,19.879 33,linear_attn.in_proj_qkv,0.0001229125,0.05000,3.355 33,linear_attn.in_proj_z,0.0000498881,0.05000,3.414 33,linear_attn.out_proj,0.0000030164,0.05000,4.420 33,mlp.gate_proj,0.0000694197,0.05000,3.448 33,mlp.up_proj,0.0000796794,0.05000,3.428 33,mlp.down_proj,0.0000043031,0.05000,20.073 34,linear_attn.in_proj_qkv,0.0001209657,0.05000,3.436 34,linear_attn.in_proj_z,0.0000544027,0.05000,3.406 34,linear_attn.out_proj,0.0000033173,0.05000,4.549 34,mlp.gate_proj,0.0000794162,0.05000,3.515 34,mlp.up_proj,0.0000881450,0.05000,3.428 34,mlp.down_proj,0.0000062640,0.05000,19.175 35,self_attn.q_proj,0.0001283740,0.05000,3.400 35,self_attn.k_proj,0.0000142974,0.05000,3.401 35,self_attn.v_proj,0.0000204211,0.05000,3.369 35,self_attn.o_proj,0.0000063107,0.05000,4.471 35,mlp.gate_proj,0.0000847984,0.05000,3.419 35,mlp.up_proj,0.0000938787,0.05000,3.488 35,mlp.down_proj,0.0000076465,0.05000,19.097 36,linear_attn.in_proj_qkv,0.0001809431,0.05000,3.504 36,linear_attn.in_proj_z,0.0000895336,0.05000,3.301 36,linear_attn.out_proj,0.0000028699,0.05000,4.181 36,mlp.gate_proj,0.0000981509,0.05000,3.593 36,mlp.up_proj,0.0000969824,0.05000,3.487 36,mlp.down_proj,0.0000073422,0.05000,20.034 37,linear_attn.in_proj_qkv,0.0002049499,0.05000,3.467 37,linear_attn.in_proj_z,0.0001139284,0.05000,3.508 37,linear_attn.out_proj,0.0000033859,0.05000,4.287 37,mlp.gate_proj,0.0001021835,0.05000,3.434 37,mlp.up_proj,0.0000994810,0.05000,3.357 37,mlp.down_proj,0.0000070346,0.05000,19.804 38,linear_attn.in_proj_qkv,0.0001840009,0.05000,3.448 38,linear_attn.in_proj_z,0.0001053962,0.05000,3.354 38,linear_attn.out_proj,0.0000024888,0.05000,4.276 38,mlp.gate_proj,0.0001379317,0.05000,3.462 38,mlp.up_proj,0.0001161506,0.05000,3.504 38,mlp.down_proj,0.0000075581,0.05000,19.357 39,self_attn.q_proj,0.0001642478,0.05000,3.467 39,self_attn.k_proj,0.0000188702,0.05000,3.282 39,self_attn.v_proj,0.0000230175,0.05000,3.260 39,self_attn.o_proj,0.0000039576,0.05000,4.550 39,mlp.gate_proj,0.0001248991,0.05000,3.423 39,mlp.up_proj,0.0001127895,0.05000,3.417 39,mlp.down_proj,0.0000069542,0.05000,20.119 40,linear_attn.in_proj_qkv,0.0001818389,0.05000,3.438 40,linear_attn.in_proj_z,0.0000989128,0.05000,3.392 40,linear_attn.out_proj,0.0000029743,0.05000,4.769 40,mlp.gate_proj,0.0001330623,0.05000,3.499 40,mlp.up_proj,0.0001182550,0.05000,3.486 40,mlp.down_proj,0.0000066820,0.05000,19.767 41,linear_attn.in_proj_qkv,0.0001613590,0.05000,3.386 41,linear_attn.in_proj_z,0.0000869866,0.05000,3.452 41,linear_attn.out_proj,0.0000025391,0.05000,4.466 41,mlp.gate_proj,0.0001135433,0.05000,3.511 41,mlp.up_proj,0.0001116996,0.05000,3.454 41,mlp.down_proj,0.0000064351,0.05000,19.248 42,linear_attn.in_proj_qkv,0.0001493634,0.05000,3.397 42,linear_attn.in_proj_z,0.0000771783,0.05000,3.443 42,linear_attn.out_proj,0.0000033930,0.05000,4.281 42,mlp.gate_proj,0.0001023805,0.05000,3.387 42,mlp.up_proj,0.0001074726,0.05000,3.393 42,mlp.down_proj,0.0000069609,0.05000,19.069 43,self_attn.q_proj,0.0001514830,0.05000,3.455 43,self_attn.k_proj,0.0000182187,0.05000,3.363 43,self_attn.v_proj,0.0000218411,0.05000,3.391 43,self_attn.o_proj,0.0000057885,0.05000,4.624 43,mlp.gate_proj,0.0000955749,0.05000,3.441 43,mlp.up_proj,0.0001049484,0.05000,3.429 43,mlp.down_proj,0.0000066124,0.05000,19.695 44,linear_attn.in_proj_qkv,0.0001365754,0.05000,3.384 44,linear_attn.in_proj_z,0.0000657620,0.05000,3.459 44,linear_attn.out_proj,0.0000043672,0.05000,4.584 44,mlp.gate_proj,0.0000941076,0.05000,3.366 44,mlp.up_proj,0.0001041225,0.05000,3.420 44,mlp.down_proj,0.0000070493,0.05000,19.959 45,linear_attn.in_proj_qkv,0.0001355476,0.05000,3.469 45,linear_attn.in_proj_z,0.0000649521,0.05000,3.456 45,linear_attn.out_proj,0.0000033597,0.05000,4.204 45,mlp.gate_proj,0.0000928877,0.05000,3.572 45,mlp.up_proj,0.0001034922,0.05000,3.487 45,mlp.down_proj,0.0000071431,0.05000,19.906 46,linear_attn.in_proj_qkv,0.0001428744,0.05000,3.356 46,linear_attn.in_proj_z,0.0000694136,0.05000,3.323 46,linear_attn.out_proj,0.0000057727,0.05000,4.411 46,mlp.gate_proj,0.0000918290,0.05000,3.408 46,mlp.up_proj,0.0001048476,0.05000,3.408 46,mlp.down_proj,0.0000081377,0.05000,19.062 47,self_attn.q_proj,0.0001520523,0.05000,3.417 47,self_attn.k_proj,0.0000169538,0.05000,3.526 47,self_attn.v_proj,0.0000261542,0.05000,3.514 47,self_attn.o_proj,0.0000056634,0.05000,4.737 47,mlp.gate_proj,0.0001000843,0.05000,3.477 47,mlp.up_proj,0.0001137528,0.05000,3.391 47,mlp.down_proj,0.0000092483,0.05000,18.996 48,linear_attn.in_proj_qkv,0.0001542266,0.05000,3.352 48,linear_attn.in_proj_z,0.0000721988,0.05000,3.324 48,linear_attn.out_proj,0.0000055275,0.05000,4.236 48,mlp.gate_proj,0.0001116088,0.05000,3.401 48,mlp.up_proj,0.0001255251,0.05000,3.413 48,mlp.down_proj,0.0000115547,0.05000,19.409 49,linear_attn.in_proj_qkv,0.0001860563,0.05000,3.407 49,linear_attn.in_proj_z,0.0000772959,0.05000,3.422 49,linear_attn.out_proj,0.0000066156,0.05000,4.669 49,mlp.gate_proj,0.0001232557,0.05000,3.485 49,mlp.up_proj,0.0001360974,0.05000,3.471 49,mlp.down_proj,0.0000155663,0.05000,19.225 50,linear_attn.in_proj_qkv,0.0001931200,0.05000,3.414 50,linear_attn.in_proj_z,0.0000869541,0.05000,3.489 50,linear_attn.out_proj,0.0000105768,0.05000,4.412 50,mlp.gate_proj,0.0001528666,0.05000,3.497 50,mlp.up_proj,0.0001599340,0.05000,3.381 50,mlp.down_proj,0.0000279666,0.05000,19.065 51,self_attn.q_proj,0.0002079514,0.05000,3.382 51,self_attn.k_proj,0.0000235831,0.05000,3.360 51,self_attn.v_proj,0.0000562244,0.05000,3.317 51,self_attn.o_proj,0.0000166848,0.05000,4.648 51,mlp.gate_proj,0.0001683190,0.05000,3.497 51,mlp.up_proj,0.0001833826,0.05000,3.424 51,mlp.down_proj,0.0000371511,0.05000,19.151 52,linear_attn.in_proj_qkv,0.0003039086,0.05000,3.355 52,linear_attn.in_proj_z,0.0001354950,0.05000,3.369 52,linear_attn.out_proj,0.0000116350,0.05000,4.238 52,mlp.gate_proj,0.0002092390,0.05000,3.672 52,mlp.up_proj,0.0002001853,0.05000,3.496 52,mlp.down_proj,0.0000364823,0.05000,19.271 53,linear_attn.in_proj_qkv,0.0003039866,0.05000,3.393 53,linear_attn.in_proj_z,0.0001456938,0.05000,3.427 53,linear_attn.out_proj,0.0000130828,0.05000,4.290 53,mlp.gate_proj,0.0002350519,0.05000,3.645 53,mlp.up_proj,0.0002151209,0.05000,3.720 53,mlp.down_proj,0.0000394850,0.05000,20.022 54,linear_attn.in_proj_qkv,0.0002977225,0.05000,3.598 54,linear_attn.in_proj_z,0.0001563214,0.05000,3.557 54,linear_attn.out_proj,0.0000133356,0.05000,4.270 54,mlp.gate_proj,0.0003014571,0.05000,3.595 54,mlp.up_proj,0.0002609173,0.05000,3.608 54,mlp.down_proj,0.0000583155,0.05000,19.488 55,self_attn.q_proj,0.0002922807,0.05000,3.472 55,self_attn.k_proj,0.0000363570,0.05000,3.429 55,self_attn.v_proj,0.0000761034,0.05000,3.313 55,self_attn.o_proj,0.0000175325,0.05000,4.336 55,mlp.gate_proj,0.0002877440,0.05000,3.679 55,mlp.up_proj,0.0002615125,0.05000,3.660 55,mlp.down_proj,0.0000485600,0.05000,19.807 56,linear_attn.in_proj_qkv,0.0003531279,0.05000,3.485 56,linear_attn.in_proj_z,0.0001725986,0.05000,3.544 56,linear_attn.out_proj,0.0000224370,0.05000,4.217 56,mlp.gate_proj,0.0003217152,0.05000,3.547 56,mlp.up_proj,0.0002847938,0.05000,3.508 56,mlp.down_proj,0.0000474346,0.05000,19.400 57,linear_attn.in_proj_qkv,0.0003828646,0.05000,3.537 57,linear_attn.in_proj_z,0.0001851699,0.05000,3.507 57,linear_attn.out_proj,0.0000195164,0.05000,4.272 57,mlp.gate_proj,0.0003790990,0.05000,3.603 57,mlp.up_proj,0.0003301217,0.05000,3.602 57,mlp.down_proj,0.0000483391,0.05000,19.424 58,linear_attn.in_proj_qkv,0.0003668988,0.05000,3.448 58,linear_attn.in_proj_z,0.0001938522,0.05000,3.573 58,linear_attn.out_proj,0.0000176786,0.05000,4.290 58,mlp.gate_proj,0.0004433212,0.05000,3.719 58,mlp.up_proj,0.0003853720,0.05000,3.494 58,mlp.down_proj,0.0000620007,0.05000,19.614 59,self_attn.q_proj,0.0003708352,0.05000,3.431 59,self_attn.k_proj,0.0000490168,0.05000,3.433 59,self_attn.v_proj,0.0001720313,0.05000,3.233 59,self_attn.o_proj,0.0000512811,0.05000,4.266 59,mlp.gate_proj,0.0004437143,0.05000,3.502 59,mlp.up_proj,0.0003945673,0.05000,3.576 59,mlp.down_proj,0.0000747544,0.05000,19.553 60,linear_attn.in_proj_qkv,0.0004550224,0.05000,3.575 60,linear_attn.in_proj_z,0.0002112488,0.05000,3.486 60,linear_attn.out_proj,0.0000401903,0.05000,4.246 60,mlp.gate_proj,0.0004452997,0.05000,3.741 60,mlp.up_proj,0.0003993977,0.05000,3.663 60,mlp.down_proj,0.0000850615,0.05000,19.659 61,linear_attn.in_proj_qkv,0.0003298280,0.05000,3.599 61,linear_attn.in_proj_z,0.0001861431,0.05000,3.686 61,linear_attn.out_proj,0.0000387131,0.05000,4.322 61,mlp.gate_proj,0.0004690023,0.05000,3.480 61,mlp.up_proj,0.0004204754,0.05000,3.439 61,mlp.down_proj,0.0000991856,0.05000,19.613 62,linear_attn.in_proj_qkv,0.0003626746,0.05000,3.421 62,linear_attn.in_proj_z,0.0001904491,0.05000,3.449 62,linear_attn.out_proj,0.0001057322,0.05000,4.374 62,mlp.gate_proj,0.0004196932,0.05000,3.465 62,mlp.up_proj,0.0003783500,0.05000,3.509 62,mlp.down_proj,0.0001432450,0.05000,19.549 63,self_attn.q_proj,0.0003314561,0.05000,3.495 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