quant_log.csv

layer,module,loss,damp,time
0,self_attn.k_proj,0.26036,0.01000,0.867
0,self_attn.v_proj,0.05420,0.01000,0.635
0,self_attn.q_proj,0.70063,0.01000,0.708
0,self_attn.o_proj,0.35694,0.01000,0.712
0,mlp.up_proj,0.30289,0.01000,0.906
0,mlp.gate_proj,0.34156,0.01000,0.905
0,mlp.down_proj,0.44676,0.01000,2.272
1,self_attn.k_proj,0.00953,0.01000,0.635
1,self_attn.v_proj,0.00322,0.01000,0.626
1,self_attn.q_proj,0.03257,0.01000,0.711
1,self_attn.o_proj,0.00497,0.01000,0.835
1,mlp.up_proj,0.97963,0.01000,0.920
1,mlp.gate_proj,2.24384,0.01000,0.935
1,mlp.down_proj,0.06811,0.01000,2.336
2,self_attn.k_proj,0.03853,0.01000,0.641
2,self_attn.v_proj,0.01031,0.01000,0.639
2,self_attn.q_proj,0.10414,0.01000,0.716
2,self_attn.o_proj,0.03894,0.01000,0.713
2,mlp.up_proj,2.43388,0.01000,0.926
2,mlp.gate_proj,4.49173,0.01000,0.912
2,mlp.down_proj,0.24585,0.01000,2.316
3,self_attn.k_proj,0.22382,0.01000,0.650
3,self_attn.v_proj,0.05017,0.01000,0.667
3,self_attn.q_proj,0.60450,0.01000,0.716
3,self_attn.o_proj,0.11714,0.01000,0.761
3,mlp.up_proj,3.11226,0.01000,0.931
3,mlp.gate_proj,6.43137,0.01000,0.921
3,mlp.down_proj,0.50630,0.01000,2.279
4,self_attn.k_proj,0.26125,0.01000,0.653
4,self_attn.v_proj,0.08104,0.01000,0.639
4,self_attn.q_proj,0.70841,0.01000,0.708
4,self_attn.o_proj,0.20499,0.01000,0.707
4,mlp.up_proj,6.60127,0.01000,0.918
4,mlp.gate_proj,12.15986,0.01000,0.916
4,mlp.down_proj,40.96575,0.01000,2.305
5,self_attn.k_proj,0.92666,0.01000,0.637
5,self_attn.v_proj,0.40086,0.01000,0.684
5,self_attn.q_proj,2.91849,0.01000,0.762
5,self_attn.o_proj,0.25830,0.01000,0.771
5,mlp.up_proj,11.54552,0.01000,0.913
5,mlp.gate_proj,22.25092,0.01000,0.917
5,mlp.down_proj,2.16865,0.01000,2.288
6,self_attn.k_proj,1.01429,0.01000,0.641
6,self_attn.v_proj,0.55844,0.01000,0.651
6,self_attn.q_proj,3.46086,0.01000,0.715
6,self_attn.o_proj,0.24132,0.01000,0.711
6,mlp.up_proj,18.73928,0.01000,0.930
6,mlp.gate_proj,34.72187,0.01000,0.922
6,mlp.down_proj,1.48732,0.01000,2.291
7,self_attn.k_proj,1.44037,0.01000,0.646
7,self_attn.v_proj,0.85917,0.01000,0.646
7,self_attn.q_proj,5.06283,0.01000,0.712
7,self_attn.o_proj,0.28499,0.01000,0.724
7,mlp.up_proj,23.92506,0.01000,0.921
7,mlp.gate_proj,44.41349,0.01000,0.909
7,mlp.down_proj,1.22487,0.01000,2.322
8,self_attn.k_proj,1.42940,0.01000,0.663
8,self_attn.v_proj,0.65371,0.01000,0.664
8,self_attn.q_proj,4.69804,0.01000,0.721
8,self_attn.o_proj,0.23384,0.01000,0.718
8,mlp.up_proj,16.61076,0.01000,0.929
8,mlp.gate_proj,29.24774,0.01000,0.948
8,mlp.down_proj,1.56675,0.01000,2.307
9,self_attn.k_proj,1.35689,0.01000,0.651
9,self_attn.v_proj,0.79814,0.01000,0.646
9,self_attn.q_proj,4.66374,0.01000,0.718
9,self_attn.o_proj,0.50110,0.01000,0.768
9,mlp.up_proj,12.01456,0.01000,0.928
9,mlp.gate_proj,13.09235,0.01000,0.925
9,mlp.down_proj,2.41614,0.01000,2.347
10,self_attn.k_proj,1.98604,0.01000,0.647
10,self_attn.v_proj,1.12373,0.01000,0.652
10,self_attn.q_proj,7.06883,0.01000,0.723
10,self_attn.o_proj,0.44133,0.01000,0.723
10,mlp.up_proj,13.46574,0.01000,0.909
10,mlp.gate_proj,14.62684,0.01000,0.921
10,mlp.down_proj,2.88275,0.01000,2.276
11,self_attn.k_proj,1.40679,0.01000,0.658
11,self_attn.v_proj,0.70462,0.01000,0.636
11,self_attn.q_proj,4.87083,0.01000,0.709
11,self_attn.o_proj,0.73486,0.01000,0.730
11,mlp.up_proj,15.24331,0.01000,0.901
11,mlp.gate_proj,18.96236,0.01000,0.909
11,mlp.down_proj,2.67517,0.01000,2.278
12,self_attn.k_proj,1.75421,0.01000,0.651
12,self_attn.v_proj,0.84060,0.01000,0.635
12,self_attn.q_proj,6.15144,0.01000,0.708
12,self_attn.o_proj,0.77835,0.01000,0.707
12,mlp.up_proj,16.70987,0.01000,0.905
12,mlp.gate_proj,17.71281,0.01000,0.904
12,mlp.down_proj,3.27058,0.01000,2.282
13,self_attn.k_proj,1.89015,0.01000,0.643
13,self_attn.v_proj,1.01020,0.01000,0.643
13,self_attn.q_proj,6.54569,0.01000,0.711
13,self_attn.o_proj,0.86889,0.01000,0.711
13,mlp.up_proj,18.78529,0.01000,0.920
13,mlp.gate_proj,19.94199,0.01000,0.916
13,mlp.down_proj,3.72944,0.01000,2.284
14,self_attn.k_proj,2.30529,0.01000,0.654
14,self_attn.v_proj,1.12327,0.01000,0.636
14,self_attn.q_proj,7.94638,0.01000,0.706
14,self_attn.o_proj,0.92339,0.01000,0.710
14,mlp.up_proj,19.09062,0.01000,0.916
14,mlp.gate_proj,20.10281,0.01000,0.915
14,mlp.down_proj,3.95867,0.01000,2.288
15,self_attn.k_proj,1.97048,0.01000,0.644
15,self_attn.v_proj,1.26913,0.01000,0.637
15,self_attn.q_proj,7.20539,0.01000,0.705
15,self_attn.o_proj,1.15352,0.01000,0.713
15,mlp.up_proj,19.46122,0.01000,0.916
15,mlp.gate_proj,21.46150,0.01000,0.910
15,mlp.down_proj,4.03750,0.01000,2.296
16,self_attn.k_proj,1.95918,0.01000,0.650
16,self_attn.v_proj,0.83442,0.01000,0.642
16,self_attn.q_proj,6.19330,0.01000,0.719
16,self_attn.o_proj,0.95438,0.01000,0.714
16,mlp.up_proj,17.69310,0.01000,0.917
16,mlp.gate_proj,17.95339,0.01000,0.927
16,mlp.down_proj,3.89098,0.01000,2.293
17,self_attn.k_proj,2.14327,0.01000,0.641
17,self_attn.v_proj,0.96848,0.01000,0.637
17,self_attn.q_proj,7.31796,0.01000,0.703
17,self_attn.o_proj,0.96067,0.01000,0.721
17,mlp.up_proj,17.25422,0.01000,0.905
17,mlp.gate_proj,17.00942,0.01000,0.905
17,mlp.down_proj,3.66447,0.01000,2.437
18,self_attn.k_proj,2.05424,0.01000,0.654
18,self_attn.v_proj,1.05943,0.01000,0.691
18,self_attn.q_proj,7.09151,0.01000,0.712
18,self_attn.o_proj,1.15249,0.01000,0.716
18,mlp.up_proj,17.08627,0.01000,0.941
18,mlp.gate_proj,16.31715,0.01000,0.934
18,mlp.down_proj,3.64738,0.01000,2.328
19,self_attn.k_proj,2.23101,0.01000,0.729
19,self_attn.v_proj,1.12143,0.01000,0.688
19,self_attn.q_proj,8.30859,0.01000,0.721
19,self_attn.o_proj,0.85230,0.01000,0.723
19,mlp.up_proj,17.57046,0.01000,0.915
19,mlp.gate_proj,16.74862,0.01000,0.914
19,mlp.down_proj,3.70768,0.01000,3.234
20,self_attn.k_proj,2.31831,0.01000,0.644
20,self_attn.v_proj,1.01319,0.01000,0.640
20,self_attn.q_proj,8.01723,0.01000,0.707
20,self_attn.o_proj,1.11558,0.01000,0.715
20,mlp.up_proj,16.66207,0.01000,0.898
20,mlp.gate_proj,15.08692,0.01000,0.917
20,mlp.down_proj,3.63861,0.01000,2.293
21,self_attn.k_proj,2.12553,0.01000,0.676
21,self_attn.v_proj,0.99634,0.01000,0.634
21,self_attn.q_proj,7.33409,0.01000,0.697
21,self_attn.o_proj,1.09183,0.01000,0.700
21,mlp.up_proj,16.34967,0.01000,0.897
21,mlp.gate_proj,14.69851,0.01000,0.905
21,mlp.down_proj,3.35195,0.01000,2.259
22,self_attn.k_proj,2.30831,0.01000,0.637
22,self_attn.v_proj,1.41462,0.01000,0.630
22,self_attn.q_proj,8.18642,0.01000,0.691
22,self_attn.o_proj,1.24221,0.01000,0.700
22,mlp.up_proj,16.62011,0.01000,0.887
22,mlp.gate_proj,14.80098,0.01000,0.895
22,mlp.down_proj,3.48646,0.01000,2.254
23,self_attn.k_proj,2.21277,0.01000,0.638
23,self_attn.v_proj,1.49767,0.01000,0.633
23,self_attn.q_proj,8.29903,0.01000,0.692
23,self_attn.o_proj,1.34244,0.01000,0.696
23,mlp.up_proj,16.86485,0.01000,0.925
23,mlp.gate_proj,15.79704,0.01000,0.921
23,mlp.down_proj,3.57027,0.01000,2.292
24,self_attn.k_proj,2.82373,0.01000,0.638
24,self_attn.v_proj,1.25355,0.01000,0.648
24,self_attn.q_proj,9.15804,0.01000,0.766
24,self_attn.o_proj,1.35876,0.01000,0.739
24,mlp.up_proj,16.41576,0.01000,0.905
24,mlp.gate_proj,15.28884,0.01000,0.902
24,mlp.down_proj,3.43679,0.01000,2.274
25,self_attn.k_proj,2.85689,0.01000,0.645
25,self_attn.v_proj,1.56041,0.01000,0.643
25,self_attn.q_proj,10.26073,0.01000,0.705
25,self_attn.o_proj,0.96909,0.01000,0.727
25,mlp.up_proj,17.04817,0.01000,0.936
25,mlp.gate_proj,15.29261,0.01000,0.928
25,mlp.down_proj,3.83192,0.01000,2.366
26,self_attn.k_proj,2.59108,0.01000,0.656
26,self_attn.v_proj,1.13437,0.01000,0.653
26,self_attn.q_proj,9.02508,0.01000,0.705
26,self_attn.o_proj,1.18537,0.01000,0.704
26,mlp.up_proj,18.28733,0.01000,0.904
26,mlp.gate_proj,15.66199,0.01000,0.898
26,mlp.down_proj,4.31631,0.01000,2.369
27,self_attn.k_proj,2.75956,0.01000,0.661
27,self_attn.v_proj,1.40736,0.01000,0.659
27,self_attn.q_proj,9.25604,0.01000,0.742
27,self_attn.o_proj,1.72676,0.01000,0.741
27,mlp.up_proj,19.44541,0.01000,0.913
27,mlp.gate_proj,16.41549,0.01000,0.900
27,mlp.down_proj,4.96648,0.01000,2.288
28,self_attn.k_proj,2.31360,0.01000,0.637
28,self_attn.v_proj,2.04337,0.01000,0.639
28,self_attn.q_proj,9.41305,0.01000,0.706
28,self_attn.o_proj,1.94308,0.01000,0.707
28,mlp.up_proj,19.80026,0.01000,0.915
28,mlp.gate_proj,16.55652,0.01000,0.899
28,mlp.down_proj,5.40219,0.01000,2.278
29,self_attn.k_proj,2.88307,0.01000,0.635
29,self_attn.v_proj,2.04302,0.01000,0.641
29,self_attn.q_proj,10.79088,0.01000,0.704
29,self_attn.o_proj,1.94909,0.01000,0.704
29,mlp.up_proj,20.19841,0.01000,0.902
29,mlp.gate_proj,16.93391,0.01000,0.893
29,mlp.down_proj,5.92107,0.01000,2.267
30,self_attn.k_proj,2.58491,0.01000,0.634
30,self_attn.v_proj,2.15580,0.01000,0.645
30,self_attn.q_proj,10.09076,0.01000,0.702
30,self_attn.o_proj,2.59414,0.01000,0.714
30,mlp.up_proj,20.44093,0.01000,0.894
30,mlp.gate_proj,17.29723,0.01000,0.892
30,mlp.down_proj,6.64402,0.01000,2.281
31,self_attn.k_proj,2.57551,0.01000,0.639
31,self_attn.v_proj,2.12479,0.01000,0.631
31,self_attn.q_proj,10.04355,0.01000,0.698
31,self_attn.o_proj,2.31283,0.01000,0.699
31,mlp.up_proj,22.42635,0.01000,0.888
31,mlp.gate_proj,19.47521,0.01000,0.896
31,mlp.down_proj,7.99958,0.01000,2.255
32,self_attn.k_proj,2.75304,0.01000,0.640
32,self_attn.v_proj,2.64117,0.01000,0.631
32,self_attn.q_proj,10.68653,0.01000,0.691
32,self_attn.o_proj,2.25520,0.01000,0.697
32,mlp.up_proj,24.00047,0.01000,0.890
32,mlp.gate_proj,21.39172,0.01000,0.883
32,mlp.down_proj,9.30199,0.01000,2.261
33,self_attn.k_proj,2.85051,0.01000,0.630
33,self_attn.v_proj,2.67928,0.01000,0.631
33,self_attn.q_proj,11.52042,0.01000,0.696
33,self_attn.o_proj,2.73352,0.01000,0.703
33,mlp.up_proj,28.60492,0.01000,0.883
33,mlp.gate_proj,25.90147,0.01000,0.889
33,mlp.down_proj,13.51039,0.01000,2.277
34,self_attn.k_proj,2.94382,0.01000,0.637
34,self_attn.v_proj,3.15674,0.01000,0.631
34,self_attn.q_proj,12.46972,0.01000,0.695
34,self_attn.o_proj,2.24677,0.01000,0.695
34,mlp.up_proj,32.94138,0.01000,0.887
34,mlp.gate_proj,30.67356,0.01000,0.884
34,mlp.down_proj,16.44095,0.01000,2.240
35,self_attn.k_proj,2.82023,0.01000,0.633
35,self_attn.v_proj,2.72677,0.01000,0.627
35,self_attn.q_proj,11.21398,0.01000,0.701
35,self_attn.o_proj,4.09978,0.01000,0.719
35,mlp.up_proj,37.04214,0.01000,0.892
35,mlp.gate_proj,35.36028,0.01000,0.885
35,mlp.down_proj,20.64363,0.01000,2.249
36,self_attn.k_proj,3.12526,0.01000,0.639
36,self_attn.v_proj,4.86601,0.01000,0.636
36,self_attn.q_proj,13.88613,0.01000,0.701
36,self_attn.o_proj,3.32567,0.01000,0.698
36,mlp.up_proj,40.51837,0.01000,0.894
36,mlp.gate_proj,38.31907,0.01000,0.885
36,mlp.down_proj,25.58770,0.01000,2.253
37,self_attn.k_proj,3.48153,0.01000,0.640
37,self_attn.v_proj,4.82382,0.01000,0.633
37,self_attn.q_proj,13.99707,0.01000,0.692
37,self_attn.o_proj,4.31657,0.01000,0.702
37,mlp.up_proj,45.02293,0.01000,0.889
37,mlp.gate_proj,42.76265,0.01000,0.887
37,mlp.down_proj,29.33503,0.01000,2.246
38,self_attn.k_proj,3.36857,0.01000,0.634
38,self_attn.v_proj,4.76479,0.01000,0.636
38,self_attn.q_proj,14.21926,0.01000,0.697
38,self_attn.o_proj,4.08717,0.01000,0.702
38,mlp.up_proj,50.84389,0.01000,0.895
38,mlp.gate_proj,47.83739,0.01000,0.887
38,mlp.down_proj,34.10911,0.01000,2.248
39,self_attn.k_proj,3.25492,0.01000,0.641
39,self_attn.v_proj,5.25485,0.01000,0.629
39,self_attn.q_proj,14.65375,0.01000,0.696
39,self_attn.o_proj,5.51222,0.01000,0.697
39,mlp.up_proj,56.42299,0.01000,0.885
39,mlp.gate_proj,52.54479,0.01000,0.886
39,mlp.down_proj,41.12865,0.01000,2.254
40,self_attn.k_proj,3.57945,0.01000,0.641
40,self_attn.v_proj,7.09772,0.01000,0.635
40,self_attn.q_proj,15.55286,0.01000,0.698
40,self_attn.o_proj,4.64640,0.01000,0.706
40,mlp.up_proj,61.18236,0.01000,0.889
40,mlp.gate_proj,56.57283,0.01000,0.901
40,mlp.down_proj,47.88690,0.01000,2.257
41,self_attn.k_proj,3.49766,0.01000,0.636
41,self_attn.v_proj,7.51067,0.01000,0.628
41,self_attn.q_proj,16.35394,0.01000,0.693
41,self_attn.o_proj,4.47999,0.01000,0.696
41,mlp.up_proj,67.32155,0.01000,0.888
41,mlp.gate_proj,61.51566,0.01000,0.891
41,mlp.down_proj,56.35289,0.01000,2.274
42,self_attn.k_proj,3.63002,0.01000,0.647
42,self_attn.v_proj,8.31092,0.01000,0.639
42,self_attn.q_proj,15.66547,0.01000,0.724
42,self_attn.o_proj,4.55145,0.01000,0.712
42,mlp.up_proj,74.24236,0.01000,0.899
42,mlp.gate_proj,66.90302,0.01000,0.893
42,mlp.down_proj,68.06916,0.01000,2.253
43,self_attn.k_proj,3.66244,0.01000,0.652
43,self_attn.v_proj,12.12363,0.01000,0.637
43,self_attn.q_proj,17.61745,0.01000,0.697
43,self_attn.o_proj,8.88469,0.01000,0.704
43,mlp.up_proj,83.69629,0.01000,0.909
43,mlp.gate_proj,73.91648,0.01000,0.893
43,mlp.down_proj,85.75832,0.01000,2.255
44,self_attn.k_proj,3.44381,0.01000,0.639
44,self_attn.v_proj,13.53937,0.01000,0.632
44,self_attn.q_proj,17.71445,0.01000,0.697
44,self_attn.o_proj,14.18654,0.01000,0.702
44,mlp.up_proj,89.77986,0.01000,0.888
44,mlp.gate_proj,77.92497,0.01000,0.887
44,mlp.down_proj,126.31661,0.01000,2.258
45,self_attn.k_proj,3.54014,0.01000,0.640
45,self_attn.v_proj,17.02522,0.01000,0.634
45,self_attn.q_proj,18.31204,0.01000,0.698
45,self_attn.o_proj,13.89032,0.01000,0.708
45,mlp.up_proj,96.09402,0.01000,0.894
45,mlp.gate_proj,84.49706,0.01000,0.893
45,mlp.down_proj,141.59793,0.01000,2.291
46,self_attn.k_proj,3.35453,0.01000,0.663
46,self_attn.v_proj,19.15645,0.01000,0.636
46,self_attn.q_proj,17.69115,0.01000,0.700
46,self_attn.o_proj,25.01622,0.01000,0.701
46,mlp.up_proj,96.24874,0.01000,0.892
46,mlp.gate_proj,88.16650,0.01000,0.896
46,mlp.down_proj,179.22986,0.01000,2.243
47,self_attn.k_proj,3.00164,0.01000,0.640
47,self_attn.v_proj,11.63318,0.01000,0.644
47,self_attn.q_proj,13.82666,0.01000,0.693
47,self_attn.o_proj,11.58855,0.01000,0.704
47,mlp.up_proj,101.07446,0.01000,0.886
47,mlp.gate_proj,95.90570,0.01000,0.885
47,mlp.down_proj,241.01828,0.01000,2.254