quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.0000000045,0.05000,4.425
0,self_attn.v_proj,0.0000000004,0.05000,4.681
0,self_attn.q_proj,0.0000000150,0.05000,4.512
0,self_attn.o_proj,0.0000000000,0.05000,1.517
0,mlp.gate_proj,0.0000000164,0.05000,2.821
0,mlp.up_proj,0.0000000142,0.05000,2.833
0,mlp.down_proj,0.0000000000,0.05000,5.894
1,self_attn.k_proj,0.0000000208,0.05000,4.715
1,self_attn.v_proj,0.0000000034,0.05000,4.756
1,self_attn.q_proj,0.0000000452,0.05000,4.779
1,self_attn.o_proj,0.0000000000,0.05000,1.556
1,mlp.up_proj,0.0000000480,0.05000,2.849
1,mlp.gate_proj,0.0000000548,0.05000,2.858
1,mlp.down_proj,0.0000000073,0.05000,5.973
2,self_attn.v_proj,0.0000000225,0.05000,4.851
2,self_attn.q_proj,0.0000003553,0.05000,4.918
2,self_attn.k_proj,0.0000001725,0.05000,4.924
2,self_attn.o_proj,0.0000000000,0.05000,1.544
2,mlp.gate_proj,0.0000001153,0.05000,2.867
2,mlp.up_proj,0.0000001006,0.05000,2.888
2,mlp.down_proj,0.0000000000,0.05000,5.934
3,self_attn.k_proj,0.0000000937,0.05000,4.973
3,self_attn.v_proj,0.0000000155,0.05000,4.993
3,self_attn.q_proj,0.0000001928,0.05000,5.032
3,self_attn.o_proj,0.0000000000,0.05000,1.556
3,mlp.up_proj,0.0000001660,0.05000,2.836
3,mlp.gate_proj,0.0000001922,0.05000,2.846
3,mlp.down_proj,0.0000000001,0.05000,5.986
4,self_attn.k_proj,0.0000001324,0.05000,4.754
4,self_attn.v_proj,0.0000000261,0.05000,4.777
4,self_attn.q_proj,0.0000003002,0.05000,4.790
4,self_attn.o_proj,0.0000000000,0.05000,1.549
4,mlp.up_proj,0.0000002246,0.05000,2.851
4,mlp.gate_proj,0.0000002774,0.05000,2.855
4,mlp.down_proj,0.0000000001,0.05000,5.973
5,self_attn.v_proj,0.0000000291,0.05000,4.803
5,self_attn.k_proj,0.0000001730,0.05000,4.830
5,self_attn.q_proj,0.0000003899,0.05000,4.837
5,self_attn.o_proj,0.0000000001,0.05000,1.534
5,mlp.up_proj,0.0000002912,0.05000,2.847
5,mlp.gate_proj,0.0000003836,0.05000,2.857
5,mlp.down_proj,0.0000000003,0.05000,5.888
6,self_attn.v_proj,0.0000000294,0.05000,4.935
6,self_attn.k_proj,0.0000001706,0.05000,4.948
6,self_attn.q_proj,0.0000003636,0.05000,4.953
6,self_attn.o_proj,0.0000000001,0.05000,1.521
6,mlp.gate_proj,0.0000004451,0.05000,2.825
6,mlp.up_proj,0.0000003460,0.05000,2.831
6,mlp.down_proj,0.0000000004,0.05000,5.921
7,self_attn.k_proj,0.0000002152,0.05000,4.900
7,self_attn.q_proj,0.0000004503,0.05000,5.002
7,self_attn.v_proj,0.0000000391,0.05000,5.020
7,self_attn.o_proj,0.0000000001,0.05000,1.543
7,mlp.up_proj,0.0000004005,0.05000,2.853
7,mlp.gate_proj,0.0000005274,0.05000,2.873
7,mlp.down_proj,0.0000000005,0.05000,5.870
8,self_attn.k_proj,0.0000001697,0.05000,4.837
8,self_attn.q_proj,0.0000003730,0.05000,4.889
8,self_attn.v_proj,0.0000000364,0.05000,4.901
8,self_attn.o_proj,0.0000000002,0.05000,1.528
8,mlp.gate_proj,0.0000005689,0.05000,2.820
8,mlp.up_proj,0.0000004404,0.05000,2.836
8,mlp.down_proj,0.0000000005,0.05000,5.891
9,self_attn.k_proj,0.0000002410,0.05000,4.779
9,self_attn.v_proj,0.0000000435,0.05000,4.831
9,self_attn.q_proj,0.0000005147,0.05000,4.858
9,self_attn.o_proj,0.0000000002,0.05000,1.537
9,mlp.up_proj,0.0000004793,0.05000,2.900
9,mlp.gate_proj,0.0000005988,0.05000,2.916
9,mlp.down_proj,0.0000000007,0.05000,5.878
10,self_attn.v_proj,0.0000000379,0.05000,4.766
10,self_attn.k_proj,0.0000002164,0.05000,4.832
10,self_attn.q_proj,0.0000004548,0.05000,4.858
10,self_attn.o_proj,0.0000000003,0.05000,1.525
10,mlp.gate_proj,0.0000006227,0.05000,2.869
10,mlp.up_proj,0.0000005106,0.05000,2.868
10,mlp.down_proj,0.0000000008,0.05000,5.864
11,self_attn.v_proj,0.0000000559,0.05000,4.834
11,self_attn.k_proj,0.0000002533,0.05000,4.841
11,self_attn.q_proj,0.0000005502,0.05000,4.852
11,self_attn.o_proj,0.0000000004,0.05000,1.523
11,mlp.up_proj,0.0000005648,0.05000,2.887
11,mlp.gate_proj,0.0000006790,0.05000,2.893
11,mlp.down_proj,0.0000000009,0.05000,5.876
12,self_attn.v_proj,0.0000000635,0.05000,4.901
12,self_attn.q_proj,0.0000007278,0.05000,4.935
12,self_attn.k_proj,0.0000003287,0.05000,4.943
12,self_attn.o_proj,0.0000000004,0.05000,1.547
12,mlp.gate_proj,0.0000007479,0.05000,2.852
12,mlp.up_proj,0.0000006364,0.05000,2.878
12,mlp.down_proj,0.0000000011,0.05000,5.910
13,self_attn.v_proj,0.0000000607,0.05000,4.963
13,self_attn.k_proj,0.0000002807,0.05000,5.071
13,self_attn.q_proj,0.0000005740,0.05000,5.114
13,self_attn.o_proj,0.0000000006,0.05000,1.540
13,mlp.up_proj,0.0000007320,0.05000,2.818
13,mlp.gate_proj,0.0000008370,0.05000,2.828
13,mlp.down_proj,0.0000000013,0.05000,5.928
14,self_attn.v_proj,0.0000000978,0.05000,4.684
14,self_attn.k_proj,0.0000002809,0.05000,4.698
14,self_attn.q_proj,0.0000006548,0.05000,4.701
14,self_attn.o_proj,0.0000000007,0.05000,1.589
14,mlp.gate_proj,0.0000009377,0.05000,2.761
14,mlp.up_proj,0.0000008157,0.05000,2.767
14,mlp.down_proj,0.0000000017,0.05000,5.905
15,self_attn.q_proj,0.0000008244,0.05000,4.845
15,self_attn.k_proj,0.0000003675,0.05000,4.857
15,self_attn.v_proj,0.0000001112,0.05000,4.876
15,self_attn.o_proj,0.0000000008,0.05000,1.547
15,mlp.up_proj,0.0000009010,0.05000,2.888
15,mlp.gate_proj,0.0000010717,0.05000,2.894
15,mlp.down_proj,0.0000000022,0.05000,5.838
16,self_attn.q_proj,0.0000007387,0.05000,4.792
16,self_attn.k_proj,0.0000003414,0.05000,4.793
16,self_attn.v_proj,0.0000001060,0.05000,4.807
16,self_attn.o_proj,0.0000000009,0.05000,1.543
16,mlp.gate_proj,0.0000013285,0.05000,2.857
16,mlp.up_proj,0.0000010571,0.05000,2.870
16,mlp.down_proj,0.0000000031,0.05000,5.940
17,self_attn.v_proj,0.0000001007,0.05000,4.856
17,self_attn.k_proj,0.0000002850,0.05000,4.927
17,self_attn.q_proj,0.0000006805,0.05000,4.947
17,self_attn.o_proj,0.0000000011,0.05000,1.536
17,mlp.up_proj,0.0000012283,0.05000,2.818
17,mlp.gate_proj,0.0000015413,0.05000,2.826
17,mlp.down_proj,0.0000000043,0.05000,5.896
18,self_attn.v_proj,0.0000001238,0.05000,4.909
18,self_attn.k_proj,0.0000003386,0.05000,4.934
18,self_attn.q_proj,0.0000008637,0.05000,4.940
18,self_attn.o_proj,0.0000000011,0.05000,1.552
18,mlp.gate_proj,0.0000017367,0.05000,2.819
18,mlp.up_proj,0.0000013842,0.05000,2.828
18,mlp.down_proj,0.0000000061,0.05000,5.913
19,self_attn.k_proj,0.0000003408,0.05000,4.792
19,self_attn.v_proj,0.0000001450,0.05000,4.812
19,self_attn.q_proj,0.0000007988,0.05000,4.818
19,self_attn.o_proj,0.0000000013,0.05000,1.585
19,mlp.up_proj,0.0000015377,0.05000,2.836
19,mlp.gate_proj,0.0000019642,0.05000,2.841
19,mlp.down_proj,0.0000000081,0.05000,5.875
20,self_attn.k_proj,0.0001023333,0.05000,4.825
20,self_attn.q_proj,0.0002501937,0.05000,4.835
20,self_attn.v_proj,0.0000460283,0.05000,4.843
20,self_attn.o_proj,0.0000003618,0.05000,1.527
20,mlp.gate_proj,0.0006521194,0.05000,2.855
20,mlp.up_proj,0.0004975359,0.05000,2.866
20,mlp.down_proj,0.0000025065,0.05000,5.920
21,self_attn.v_proj,0.0000001681,0.05000,4.679
21,self_attn.k_proj,0.0000003462,0.05000,4.699
21,self_attn.q_proj,0.0000008533,0.05000,4.729
21,self_attn.o_proj,0.0000000012,0.05000,1.538
21,mlp.gate_proj,0.0000026566,0.05000,2.859
21,mlp.up_proj,0.0000018903,0.05000,2.859
21,mlp.down_proj,0.0000000088,0.05000,5.901
22,self_attn.v_proj,0.0000001750,0.05000,4.938
22,self_attn.k_proj,0.0000003291,0.05000,5.021
22,self_attn.q_proj,0.0000008261,0.05000,5.033
22,self_attn.o_proj,0.0000000007,0.05000,1.538
22,mlp.gate_proj,0.0000028447,0.05000,2.773
22,mlp.up_proj,0.0000020450,0.05000,2.780
22,mlp.down_proj,0.0000000093,0.05000,5.958
23,self_attn.q_proj,0.0002417441,0.05000,4.984
23,self_attn.k_proj,0.0000953232,0.05000,5.046
23,self_attn.v_proj,0.0000531522,0.05000,5.053
23,self_attn.o_proj,0.0000003526,0.05000,1.563
23,mlp.up_proj,0.0006533562,0.05000,2.885
23,mlp.gate_proj,0.0009118593,0.05000,2.905
23,mlp.down_proj,0.0000030385,0.05000,6.019
24,self_attn.k_proj,0.0001111512,0.05000,4.693
24,self_attn.q_proj,0.0002774746,0.05000,4.699
24,self_attn.v_proj,0.0000621167,0.05000,4.709
24,self_attn.o_proj,0.0000003281,0.05000,1.552
24,mlp.up_proj,0.0007241608,0.05000,2.855
24,mlp.gate_proj,0.0010297146,0.05000,2.854
24,mlp.down_proj,0.0000033343,0.05000,5.911
25,self_attn.v_proj,0.0000711168,0.05000,4.587
25,self_attn.k_proj,0.0001070380,0.05000,4.607
25,self_attn.q_proj,0.0002784348,0.05000,4.614
25,self_attn.o_proj,0.0000003775,0.05000,1.546
25,mlp.gate_proj,0.0011190466,0.05000,2.868
25,mlp.up_proj,0.0007940060,0.05000,2.875
25,mlp.down_proj,0.0000038247,0.05000,5.850
26,self_attn.v_proj,0.0000750327,0.05000,4.572
26,self_attn.k_proj,0.0001003102,0.05000,4.604
26,self_attn.q_proj,0.0002635715,0.05000,4.633
26,self_attn.o_proj,0.0000004931,0.05000,1.531
26,mlp.up_proj,0.0008625213,0.05000,2.902
26,mlp.gate_proj,0.0011732855,0.05000,2.912
26,mlp.down_proj,0.0000043874,0.05000,5.909
27,self_attn.k_proj,0.0001011328,0.05000,4.689
27,self_attn.q_proj,0.0002715807,0.05000,4.734
27,self_attn.v_proj,0.0000679950,0.05000,4.742
27,self_attn.o_proj,0.0000005592,0.05000,1.525
27,mlp.up_proj,0.0009492542,0.05000,2.856
27,mlp.gate_proj,0.0012830498,0.05000,2.880
27,mlp.down_proj,0.0000051588,0.05000,5.885
28,self_attn.v_proj,0.0000991559,0.05000,4.726
28,self_attn.q_proj,0.0002645180,0.05000,4.752
28,self_attn.k_proj,0.0001015245,0.05000,4.773
28,self_attn.o_proj,0.0000008684,0.05000,1.541
28,mlp.gate_proj,0.0013707465,0.05000,2.855
28,mlp.up_proj,0.0010521358,0.05000,2.867
28,mlp.down_proj,0.0000069794,0.05000,5.925
29,self_attn.v_proj,0.0001437969,0.05000,4.577
29,self_attn.k_proj,0.0001024157,0.05000,4.606
29,self_attn.q_proj,0.0003022972,0.05000,4.619
29,self_attn.o_proj,0.0000018183,0.05000,1.548
29,mlp.gate_proj,0.0013315470,0.05000,2.857
29,mlp.up_proj,0.0010652888,0.05000,2.869
29,mlp.down_proj,0.0000088039,0.05000,5.885
30,self_attn.v_proj,0.0000005459,0.05000,4.485
30,self_attn.k_proj,0.0000003257,0.05000,4.520
30,self_attn.q_proj,0.0000009694,0.05000,4.527
30,self_attn.o_proj,0.0000000056,0.05000,1.534
30,mlp.up_proj,0.0000037660,0.05000,2.806
30,mlp.gate_proj,0.0000046258,0.05000,2.810
30,mlp.down_proj,0.0000000387,0.05000,5.990
31,self_attn.k_proj,0.0000003086,0.05000,4.720
31,self_attn.v_proj,0.0000005535,0.05000,4.749
31,self_attn.q_proj,0.0000008998,0.05000,4.763
31,self_attn.o_proj,0.0000000074,0.05000,1.537
31,mlp.gate_proj,0.0000037957,0.05000,2.888
31,mlp.up_proj,0.0000029992,0.05000,2.888
31,mlp.down_proj,0.0000000545,0.05000,5.847