quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.q_proj,0.0002747226,0.05000,1.465
0,self_attn.v_proj,0.0000084039,0.05000,1.481
0,self_attn.k_proj,0.0000548816,0.05000,1.507
0,self_attn.o_proj,0.0000240608,0.05000,0.478
0,mlp.gate_proj,0.0003001237,0.05000,0.712
0,mlp.up_proj,0.0002388472,0.05000,0.717
0,mlp.down_proj,0.0000351643,0.05000,2.683
1,self_attn.v_proj,0.0000026640,0.05000,1.277
1,self_attn.k_proj,0.0000132014,0.05000,1.285
1,self_attn.q_proj,0.0000481469,0.05000,1.313
1,self_attn.o_proj,0.0000085475,0.05000,0.436
1,mlp.gate_proj,0.0200391563,0.05000,0.951
1,mlp.up_proj,0.0155865240,0.05000,0.960
1,mlp.down_proj,0.0000041996,0.05000,2.711
2,self_attn.q_proj,0.0000682623,0.05000,1.249
2,self_attn.k_proj,0.0000152074,0.05000,1.276
2,self_attn.v_proj,0.0000038336,0.05000,1.299
2,self_attn.o_proj,0.0000055928,0.05000,0.440
2,mlp.gate_proj,0.0046740029,0.05000,0.720
2,mlp.up_proj,0.0049174396,0.05000,0.729
2,mlp.down_proj,0.0046229527,0.05000,2.713
3,self_attn.q_proj,0.0002987919,0.05000,1.048
3,self_attn.v_proj,0.0000140483,0.05000,1.056
3,self_attn.k_proj,0.0000659558,0.05000,1.067
3,self_attn.o_proj,0.0000085583,0.05000,0.439
3,mlp.gate_proj,0.0057774407,0.05000,0.737
3,mlp.up_proj,0.0051700106,0.05000,0.740
3,mlp.down_proj,0.0000788252,0.05000,2.857
4,self_attn.v_proj,0.0000172816,0.05000,1.203
4,self_attn.k_proj,0.0000538719,0.05000,1.213
4,self_attn.q_proj,0.0002588518,0.05000,1.235
4,self_attn.o_proj,0.0000168278,0.05000,0.433
4,mlp.up_proj,0.0043241808,0.05000,0.942
4,mlp.gate_proj,0.0055869601,0.05000,0.948
4,mlp.down_proj,0.0000430156,0.05000,2.642
5,self_attn.k_proj,0.0000881785,0.05000,1.192
5,self_attn.v_proj,0.0000381224,0.05000,1.215
5,self_attn.q_proj,0.0004759409,0.05000,1.223
5,self_attn.o_proj,0.0000100381,0.05000,0.437
5,mlp.gate_proj,0.0076938863,0.05000,0.935
5,mlp.up_proj,0.0066256830,0.05000,0.938
5,mlp.down_proj,0.0000689371,0.05000,2.609
6,self_attn.k_proj,0.0000567696,0.05000,1.274
6,self_attn.v_proj,0.0000389104,0.05000,1.293
6,self_attn.q_proj,0.0003420001,0.05000,1.301
6,self_attn.o_proj,0.0000270948,0.05000,0.452
6,mlp.gate_proj,0.0093043704,0.05000,0.702
6,mlp.up_proj,0.0078126297,0.05000,0.709
6,mlp.down_proj,0.0000942404,0.05000,2.560
7,self_attn.q_proj,0.0004316112,0.05000,1.280
7,self_attn.k_proj,0.0000753655,0.05000,1.290
7,self_attn.v_proj,0.0000414025,0.05000,1.322
7,self_attn.o_proj,0.0000166787,0.05000,0.451
7,mlp.up_proj,0.0072872794,0.05000,0.719
7,mlp.gate_proj,0.0087963101,0.05000,0.723
7,mlp.down_proj,0.0001376350,0.05000,2.620
8,self_attn.q_proj,0.0004245544,0.05000,1.229
8,self_attn.v_proj,0.0000451166,0.05000,1.255
8,self_attn.k_proj,0.0000665214,0.05000,1.281
8,self_attn.o_proj,0.0000254294,0.05000,0.442
8,mlp.gate_proj,0.0092212750,0.05000,0.939
8,mlp.up_proj,0.0067839634,0.05000,0.942
8,mlp.down_proj,0.0001715169,0.05000,2.676
9,self_attn.k_proj,0.0000700954,0.05000,1.225
9,self_attn.v_proj,0.0000408858,0.05000,1.232
9,self_attn.q_proj,0.0003906921,0.05000,1.263
9,self_attn.o_proj,0.0000408029,0.05000,0.444
9,mlp.up_proj,0.0057729447,0.05000,0.829
9,mlp.gate_proj,0.0083765922,0.05000,0.830
9,mlp.down_proj,0.0001908187,0.05000,2.612
10,self_attn.q_proj,0.0005441840,0.05000,1.265
10,self_attn.k_proj,0.0000848859,0.05000,1.293
10,self_attn.v_proj,0.0000628567,0.05000,1.302
10,self_attn.o_proj,0.0000383119,0.05000,0.452
10,mlp.gate_proj,0.0060825786,0.05000,0.837
10,mlp.up_proj,0.0040899490,0.05000,0.842
10,mlp.down_proj,0.0002219601,0.05000,2.567
11,self_attn.q_proj,0.0003964540,0.05000,1.292
11,self_attn.k_proj,0.0000630133,0.05000,1.299
11,self_attn.v_proj,0.0000498622,0.05000,1.325
11,self_attn.o_proj,0.0000546958,0.05000,0.435
11,mlp.up_proj,0.0023352402,0.05000,0.803
11,mlp.gate_proj,0.0031954204,0.05000,0.808
11,mlp.down_proj,0.0002431936,0.05000,2.605
12,self_attn.v_proj,0.0000462074,0.05000,1.295
12,self_attn.k_proj,0.0000678828,0.05000,1.317
12,self_attn.q_proj,0.0004207567,0.05000,1.331
12,self_attn.o_proj,0.0000542564,0.05000,0.464
12,mlp.up_proj,0.0025469633,0.05000,0.953
12,mlp.gate_proj,0.0035938459,0.05000,0.959
12,mlp.down_proj,0.0002270444,0.05000,2.567
13,self_attn.v_proj,0.0000348742,0.05000,1.205
13,self_attn.q_proj,0.0004997598,0.05000,1.238
13,self_attn.k_proj,0.0000908744,0.05000,1.253
13,self_attn.o_proj,0.0000351865,0.05000,0.449
13,mlp.gate_proj,0.0019457909,0.05000,0.776
13,mlp.up_proj,0.0018662845,0.05000,0.784
13,mlp.down_proj,0.0001949961,0.05000,2.744
14,self_attn.k_proj,0.0000637346,0.05000,1.221
14,self_attn.v_proj,0.0000362549,0.05000,1.238
14,self_attn.q_proj,0.0003836463,0.05000,1.266
14,self_attn.o_proj,0.0000767360,0.05000,0.446
14,mlp.up_proj,0.0017634257,0.05000,0.954
14,mlp.gate_proj,0.0018520612,0.05000,0.959
14,mlp.down_proj,0.0001823228,0.05000,2.635
15,self_attn.k_proj,0.0000624404,0.05000,1.271
15,self_attn.q_proj,0.0003831870,0.05000,1.277
15,self_attn.v_proj,0.0000364707,0.05000,1.304
15,self_attn.o_proj,0.0000753158,0.05000,0.433
15,mlp.up_proj,0.0015657423,0.05000,0.810
15,mlp.gate_proj,0.0015058519,0.05000,0.814
15,mlp.down_proj,0.0001640118,0.05000,2.627
16,self_attn.k_proj,0.0000659427,0.05000,1.392
16,self_attn.q_proj,0.0003814801,0.05000,1.402
16,self_attn.v_proj,0.0000370104,0.05000,1.408
16,self_attn.o_proj,0.0000775972,0.05000,0.454
16,mlp.up_proj,0.0015405270,0.05000,0.958
16,mlp.gate_proj,0.0015773342,0.05000,0.976
16,mlp.down_proj,0.0001440141,0.05000,2.691
17,self_attn.k_proj,0.0001108535,0.05000,1.435
17,self_attn.q_proj,0.0006258364,0.05000,1.435
17,self_attn.v_proj,0.0000534320,0.05000,1.444
17,self_attn.o_proj,0.0000479042,0.05000,0.432
17,mlp.up_proj,0.0013993403,0.05000,0.941
17,mlp.gate_proj,0.0013784876,0.05000,0.942
17,mlp.down_proj,0.0001402667,0.05000,2.566
18,self_attn.v_proj,0.0000375932,0.05000,1.408
18,self_attn.k_proj,0.0000597105,0.05000,1.420
18,self_attn.q_proj,0.0003847960,0.05000,1.429
18,self_attn.o_proj,0.0000639632,0.05000,0.448
18,mlp.gate_proj,0.0014018252,0.05000,0.949
18,mlp.up_proj,0.0013598988,0.05000,0.954
18,mlp.down_proj,0.0001361705,0.05000,2.647
19,self_attn.k_proj,0.0000805691,0.05000,1.253
19,self_attn.v_proj,0.0000390765,0.05000,1.271
19,self_attn.q_proj,0.0004623365,0.05000,1.301
19,self_attn.o_proj,0.0000811320,0.05000,0.444
19,mlp.up_proj,0.0013748722,0.05000,0.825
19,mlp.gate_proj,0.0013197439,0.05000,0.829
19,mlp.down_proj,0.0001283883,0.05000,2.622
20,self_attn.q_proj,0.0006775008,0.05000,1.225
20,self_attn.v_proj,0.0000753612,0.05000,1.241
20,self_attn.k_proj,0.0000815596,0.05000,1.272
20,self_attn.o_proj,0.0000648474,0.05000,0.447
20,mlp.gate_proj,0.0013668196,0.05000,0.938
20,mlp.up_proj,0.0013983431,0.05000,0.948
20,mlp.down_proj,0.0001474679,0.05000,2.651
21,self_attn.v_proj,0.0000508111,0.05000,1.314
21,self_attn.q_proj,0.0004851653,0.05000,1.327
21,self_attn.k_proj,0.0000785037,0.05000,1.354
21,self_attn.o_proj,0.0000685299,0.05000,0.438
21,mlp.up_proj,0.0013653357,0.05000,0.944
21,mlp.gate_proj,0.0014496203,0.05000,0.949
21,mlp.down_proj,0.0001247860,0.05000,2.537
22,self_attn.q_proj,0.0005651744,0.05000,1.239
22,self_attn.v_proj,0.0000697534,0.05000,1.258
22,self_attn.k_proj,0.0000869150,0.05000,1.286
22,self_attn.o_proj,0.0000606621,0.05000,0.433
22,mlp.gate_proj,0.0014293856,0.05000,0.712
22,mlp.up_proj,0.0014016083,0.05000,0.713
22,mlp.down_proj,0.0001302481,0.05000,2.710
23,self_attn.v_proj,0.0000417556,0.05000,1.330
23,self_attn.k_proj,0.0000860245,0.05000,1.337
23,self_attn.q_proj,0.0005656183,0.05000,1.362
23,self_attn.o_proj,0.0000591576,0.05000,0.425
23,mlp.up_proj,0.0014252818,0.05000,0.936
23,mlp.gate_proj,0.0013683091,0.05000,0.940
23,mlp.down_proj,0.0001475577,0.05000,2.642
24,self_attn.k_proj,0.0000600232,0.05000,1.390
24,self_attn.q_proj,0.0004127045,0.05000,1.401
24,self_attn.v_proj,0.0000478212,0.05000,1.408
24,self_attn.o_proj,0.0000761375,0.05000,0.436
24,mlp.up_proj,0.0013949384,0.05000,0.916
24,mlp.gate_proj,0.0013531580,0.05000,0.917
24,mlp.down_proj,0.0001648138,0.05000,2.615
25,self_attn.q_proj,0.0005688818,0.05000,1.224
25,self_attn.k_proj,0.0000611430,0.05000,1.229
25,self_attn.v_proj,0.0000785096,0.05000,1.257
25,self_attn.o_proj,0.0000547303,0.05000,0.440
25,mlp.gate_proj,0.0015417385,0.05000,0.869
25,mlp.up_proj,0.0015539572,0.05000,0.875
25,mlp.down_proj,0.0002121821,0.05000,2.650
26,self_attn.q_proj,0.0004628822,0.05000,1.317
26,self_attn.k_proj,0.0000623467,0.05000,1.326
26,self_attn.v_proj,0.0000757300,0.05000,1.352
26,self_attn.o_proj,0.0000830591,0.05000,0.454
26,mlp.up_proj,0.0017814280,0.05000,0.862
26,mlp.gate_proj,0.0016955417,0.05000,0.866
26,mlp.down_proj,0.0002887561,0.05000,2.571
27,self_attn.q_proj,0.0007779023,0.05000,1.206
27,self_attn.k_proj,0.0000669245,0.05000,1.211
27,self_attn.v_proj,0.0001101871,0.05000,1.227
27,self_attn.o_proj,0.0001293488,0.05000,0.434
27,mlp.up_proj,0.0019002785,0.05000,0.948
27,mlp.gate_proj,0.0018908290,0.05000,0.953
27,mlp.down_proj,0.0003484332,0.05000,2.648
28,self_attn.q_proj,0.0005814589,0.05000,1.416
28,self_attn.k_proj,0.0000659744,0.05000,1.428
28,self_attn.v_proj,0.0001026726,0.05000,1.440
28,self_attn.o_proj,0.0001264897,0.05000,0.440
28,mlp.gate_proj,0.0021317722,0.05000,0.947
28,mlp.up_proj,0.0021244350,0.05000,0.947
28,mlp.down_proj,0.0003927946,0.05000,2.611
29,self_attn.k_proj,0.0000676989,0.05000,1.290
29,self_attn.q_proj,0.0005627562,0.05000,1.295
29,self_attn.v_proj,0.0000897833,0.05000,1.325
29,self_attn.o_proj,0.0000908731,0.05000,0.433
29,mlp.up_proj,0.0025176517,0.05000,0.769
29,mlp.gate_proj,0.0024979140,0.05000,0.776
29,mlp.down_proj,0.0005486268,0.05000,2.560
30,self_attn.q_proj,0.0007684063,0.05000,1.438
30,self_attn.k_proj,0.0000728211,0.05000,1.447
30,self_attn.v_proj,0.0002139594,0.05000,1.449
30,self_attn.o_proj,0.0000971499,0.05000,0.450
30,mlp.gate_proj,0.0031557634,0.05000,0.920
30,mlp.up_proj,0.0033465312,0.05000,0.928
30,mlp.down_proj,0.0075672583,0.05000,2.609
31,self_attn.k_proj,0.0000989171,0.05000,1.305
31,self_attn.v_proj,0.0002433076,0.05000,1.312
31,self_attn.q_proj,0.0009695329,0.05000,1.337
31,self_attn.o_proj,0.0002389346,0.05000,0.426
31,mlp.gate_proj,0.0035235909,0.05000,0.964
31,mlp.up_proj,0.0039159792,0.05000,0.970
31,mlp.down_proj,0.0016639339,0.05000,2.541
32,self_attn.k_proj,0.0001418183,0.05000,1.133
32,self_attn.v_proj,0.0006315781,0.05000,1.142
32,self_attn.q_proj,0.0015098560,0.05000,1.166
32,self_attn.o_proj,0.0002902363,0.05000,0.430
32,mlp.up_proj,0.0039817701,0.05000,0.963
32,mlp.gate_proj,0.0035569574,0.05000,0.974
32,mlp.down_proj,0.0015996505,0.05000,2.623
33,self_attn.v_proj,0.0011238059,0.05000,1.317
33,self_attn.k_proj,0.0001341973,0.05000,1.330
33,self_attn.q_proj,0.0015063443,0.05000,1.355
33,self_attn.o_proj,0.0003465505,0.05000,0.429
33,mlp.gate_proj,0.0033355778,0.05000,0.955
33,mlp.up_proj,0.0041252049,0.05000,0.965
33,mlp.down_proj,0.0032116803,0.05000,2.632
34,self_attn.k_proj,0.0000561139,0.05000,1.279
34,self_attn.v_proj,0.0001796343,0.05000,1.286
34,self_attn.q_proj,0.0005739081,0.05000,1.320
34,self_attn.o_proj,0.0002795816,0.05000,0.443
34,mlp.up_proj,0.0042357320,0.05000,0.884
34,mlp.gate_proj,0.0036401345,0.05000,0.887
34,mlp.down_proj,0.0023706419,0.05000,2.606
35,self_attn.v_proj,0.0001593449,0.05000,1.279
35,self_attn.k_proj,0.0000554864,0.05000,1.290
35,self_attn.q_proj,0.0005304807,0.05000,1.314
35,self_attn.o_proj,0.0002627382,0.05000,0.438
35,mlp.gate_proj,0.0052445997,0.05000,0.849
35,mlp.up_proj,0.0057744002,0.05000,0.854
35,mlp.down_proj,0.0144989756,0.05000,2.584