quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.0000003350,0.01000,5.202
0,self_attn.v_proj,0.0000000692,0.01000,1.844
0,self_attn.q_proj,0.0000009049,0.01000,1.880
0,self_attn.o_proj,0.0000004881,0.01000,1.923
0,mlp.up_proj,0.0000004013,0.01000,1.959
0,mlp.gate_proj,0.0000004576,0.01000,1.880
0,mlp.down_proj,0.0000007120,0.01000,5.411
1,self_attn.k_proj,0.0000000157,0.01000,1.819
1,self_attn.v_proj,0.0000000055,0.01000,1.832
1,self_attn.q_proj,0.0000000621,0.01000,1.861
1,self_attn.o_proj,0.0000000086,0.01000,1.840
1,mlp.up_proj,0.0000019768,0.01000,1.867
1,mlp.gate_proj,0.0000052508,0.01000,1.905
1,mlp.down_proj,0.0000000906,0.01000,5.419
2,self_attn.k_proj,0.0000000728,0.01000,1.801
2,self_attn.v_proj,0.0000000179,0.01000,1.823
2,self_attn.q_proj,0.0000002062,0.01000,1.857
2,self_attn.o_proj,0.0000000600,0.01000,1.846
2,mlp.up_proj,0.0000047215,0.01000,1.878
2,mlp.gate_proj,0.0000087961,0.01000,1.884
2,mlp.down_proj,0.0000003970,0.01000,5.470
3,self_attn.k_proj,0.0000004315,0.01000,1.840
3,self_attn.v_proj,0.0000000883,0.01000,1.846
3,self_attn.q_proj,0.0000011442,0.01000,1.875
3,self_attn.o_proj,0.0000001831,0.01000,1.874
3,mlp.up_proj,0.0000056673,0.01000,1.891
3,mlp.gate_proj,0.0000120343,0.01000,1.938
3,mlp.down_proj,0.0000008319,0.01000,5.519
4,self_attn.k_proj,0.0000004847,0.01000,1.817
4,self_attn.v_proj,0.0000001414,0.01000,1.864
4,self_attn.q_proj,0.0000013076,0.01000,1.889
4,self_attn.o_proj,0.0000003564,0.01000,1.885
4,mlp.up_proj,0.0000116558,0.01000,1.903
4,mlp.gate_proj,0.0000216054,0.01000,1.914
4,mlp.down_proj,0.0000376080,0.01000,5.485
5,self_attn.k_proj,0.0000016138,0.01000,1.873
5,self_attn.v_proj,0.0000006714,0.01000,1.828
5,self_attn.q_proj,0.0000051503,0.01000,1.871
5,self_attn.o_proj,0.0000004706,0.01000,1.873
5,mlp.up_proj,0.0000194342,0.01000,1.907
5,mlp.gate_proj,0.0000375556,0.01000,1.905
5,mlp.down_proj,0.0000029815,0.01000,5.497
6,self_attn.k_proj,0.0000017430,0.01000,1.835
6,self_attn.v_proj,0.0000009271,0.01000,1.868
6,self_attn.q_proj,0.0000059942,0.01000,1.927
6,self_attn.o_proj,0.0000004706,0.01000,1.844
6,mlp.up_proj,0.0000311088,0.01000,1.907
6,mlp.gate_proj,0.0000573928,0.01000,1.919
6,mlp.down_proj,0.0000024663,0.01000,5.438
7,self_attn.k_proj,0.0000024727,0.01000,1.856
7,self_attn.v_proj,0.0000014215,0.01000,1.894
7,self_attn.q_proj,0.0000086396,0.01000,1.921
7,self_attn.o_proj,0.0000004921,0.01000,1.848
7,mlp.up_proj,0.0000396673,0.01000,1.899
7,mlp.gate_proj,0.0000740013,0.01000,1.923
7,mlp.down_proj,0.0000024540,0.01000,5.510
8,self_attn.k_proj,0.0000026104,0.01000,1.836
8,self_attn.v_proj,0.0000011290,0.01000,1.841
8,self_attn.q_proj,0.0000086844,0.01000,1.921
8,self_attn.o_proj,0.0000004635,0.01000,1.882
8,mlp.up_proj,0.0000273321,0.01000,1.904
8,mlp.gate_proj,0.0000487217,0.01000,1.885
8,mlp.down_proj,0.0000032780,0.01000,5.488
9,self_attn.k_proj,0.0000024555,0.01000,1.810
9,self_attn.v_proj,0.0000013944,0.01000,1.808
9,self_attn.q_proj,0.0000083456,0.01000,1.866
9,self_attn.o_proj,0.0000008478,0.01000,1.901
9,mlp.up_proj,0.0000198372,0.01000,1.903
9,mlp.gate_proj,0.0000217467,0.01000,1.924
9,mlp.down_proj,0.0000050624,0.01000,5.444
10,self_attn.k_proj,0.0000036627,0.01000,1.845
10,self_attn.v_proj,0.0000020550,0.01000,1.859
10,self_attn.q_proj,0.0000129593,0.01000,1.900
10,self_attn.o_proj,0.0000009408,0.01000,1.870
10,mlp.up_proj,0.0000235137,0.01000,1.913
10,mlp.gate_proj,0.0000257956,0.01000,1.920
10,mlp.down_proj,0.0000065154,0.01000,5.454
11,self_attn.k_proj,0.0000027024,0.01000,1.842
11,self_attn.v_proj,0.0000013275,0.01000,1.844
11,self_attn.q_proj,0.0000094814,0.01000,1.908
11,self_attn.o_proj,0.0000012815,0.01000,1.872
11,mlp.up_proj,0.0000271779,0.01000,1.901
11,mlp.gate_proj,0.0000338901,0.01000,1.927
11,mlp.down_proj,0.0000055404,0.01000,5.426
12,self_attn.k_proj,0.0000033274,0.01000,1.831
12,self_attn.v_proj,0.0000015312,0.01000,1.874
12,self_attn.q_proj,0.0000118420,0.01000,1.907
12,self_attn.o_proj,0.0000015095,0.01000,1.891
12,mlp.up_proj,0.0000296626,0.01000,1.883
12,mlp.gate_proj,0.0000315980,0.01000,1.937
12,mlp.down_proj,0.0000069176,0.01000,5.536
13,self_attn.k_proj,0.0000036609,0.01000,1.830
13,self_attn.v_proj,0.0000019053,0.01000,1.845
13,self_attn.q_proj,0.0000127553,0.01000,1.902
13,self_attn.o_proj,0.0000017589,0.01000,1.860
13,mlp.up_proj,0.0000342408,0.01000,1.899
13,mlp.gate_proj,0.0000364835,0.01000,1.897
13,mlp.down_proj,0.0000081275,0.01000,5.459
14,self_attn.k_proj,0.0000046018,0.01000,1.815
14,self_attn.v_proj,0.0000021502,0.01000,1.844
14,self_attn.q_proj,0.0000157138,0.01000,1.904
14,self_attn.o_proj,0.0000017424,0.01000,1.912
14,mlp.up_proj,0.0000358295,0.01000,1.884
14,mlp.gate_proj,0.0000379976,0.01000,1.943
14,mlp.down_proj,0.0000087410,0.01000,5.456
15,self_attn.k_proj,0.0000040231,0.01000,1.865
15,self_attn.v_proj,0.0000025008,0.01000,1.870
15,self_attn.q_proj,0.0000143978,0.01000,1.934
15,self_attn.o_proj,0.0000023147,0.01000,1.850
15,mlp.up_proj,0.0000377908,0.01000,1.898
15,mlp.gate_proj,0.0000417327,0.01000,1.920
15,mlp.down_proj,0.0000092967,0.01000,5.418
16,self_attn.k_proj,0.0000041533,0.01000,1.806
16,self_attn.v_proj,0.0000017251,0.01000,1.818
16,self_attn.q_proj,0.0000130656,0.01000,1.870
16,self_attn.o_proj,0.0000018848,0.01000,1.865
16,mlp.up_proj,0.0000358902,0.01000,1.949
16,mlp.gate_proj,0.0000365655,0.01000,1.919
16,mlp.down_proj,0.0000091063,0.01000,5.451
17,self_attn.k_proj,0.0000046163,0.01000,1.824
17,self_attn.v_proj,0.0000020594,0.01000,1.879
17,self_attn.q_proj,0.0000156211,0.01000,1.908
17,self_attn.o_proj,0.0000020003,0.01000,1.883
17,mlp.up_proj,0.0000353395,0.01000,1.901
17,mlp.gate_proj,0.0000348718,0.01000,1.915
17,mlp.down_proj,0.0000084139,0.01000,5.425
18,self_attn.k_proj,0.0000045449,0.01000,1.816
18,self_attn.v_proj,0.0000022801,0.01000,1.862
18,self_attn.q_proj,0.0000156325,0.01000,1.879
18,self_attn.o_proj,0.0000023047,0.01000,1.850
18,mlp.up_proj,0.0000352713,0.01000,1.930
18,mlp.gate_proj,0.0000337707,0.01000,1.913
18,mlp.down_proj,0.0000082508,0.01000,5.463
19,self_attn.k_proj,0.0000049839,0.01000,1.802
19,self_attn.v_proj,0.0000023918,0.01000,1.822
19,self_attn.q_proj,0.0000187696,0.01000,1.887
19,self_attn.o_proj,0.0000017641,0.01000,1.856
19,mlp.up_proj,0.0000367612,0.01000,1.884
19,mlp.gate_proj,0.0000351620,0.01000,1.979
19,mlp.down_proj,0.0000086590,0.01000,5.455
20,self_attn.k_proj,0.0000052856,0.01000,1.818
20,self_attn.v_proj,0.0000022273,0.01000,1.855
20,self_attn.q_proj,0.0000181894,0.01000,1.910
20,self_attn.o_proj,0.0000023892,0.01000,1.842
20,mlp.up_proj,0.0000353381,0.01000,1.925
20,mlp.gate_proj,0.0000321341,0.01000,1.901
20,mlp.down_proj,0.0000088698,0.01000,5.486
21,self_attn.k_proj,0.0000049114,0.01000,1.818
21,self_attn.v_proj,0.0000022491,0.01000,1.867
21,self_attn.q_proj,0.0000168365,0.01000,1.889
21,self_attn.o_proj,0.0000023714,0.01000,1.891
21,mlp.up_proj,0.0000358492,0.01000,1.910
21,mlp.gate_proj,0.0000322838,0.01000,1.922
21,mlp.down_proj,0.0000086986,0.01000,5.502
22,self_attn.k_proj,0.0000055599,0.01000,1.813
22,self_attn.v_proj,0.0000033529,0.01000,1.850
22,self_attn.q_proj,0.0000191039,0.01000,1.906
22,self_attn.o_proj,0.0000033293,0.01000,1.900
22,mlp.up_proj,0.0000364756,0.01000,1.895
22,mlp.gate_proj,0.0000326488,0.01000,1.947
22,mlp.down_proj,0.0000102696,0.01000,5.434
23,self_attn.k_proj,0.0000052745,0.01000,1.829
23,self_attn.v_proj,0.0000034399,0.01000,1.849
23,self_attn.q_proj,0.0000195092,0.01000,1.917
23,self_attn.o_proj,0.0000034217,0.01000,1.874
23,mlp.up_proj,0.0000372584,0.01000,1.904
23,mlp.gate_proj,0.0000351880,0.01000,1.913
23,mlp.down_proj,0.0000095941,0.01000,5.462
24,self_attn.k_proj,0.0000070816,0.01000,1.826
24,self_attn.v_proj,0.0000029287,0.01000,1.850
24,self_attn.q_proj,0.0000222552,0.01000,1.906
24,self_attn.o_proj,0.0000030957,0.01000,1.881
24,mlp.up_proj,0.0000366670,0.01000,1.907
24,mlp.gate_proj,0.0000342159,0.01000,1.918
24,mlp.down_proj,0.0000087833,0.01000,5.487
25,self_attn.k_proj,0.0000071748,0.01000,1.793
25,self_attn.v_proj,0.0000040279,0.01000,1.866
25,self_attn.q_proj,0.0000254012,0.01000,1.877
25,self_attn.o_proj,0.0000029004,0.01000,1.855
25,mlp.up_proj,0.0000371724,0.01000,1.902
25,mlp.gate_proj,0.0000334913,0.01000,1.928
25,mlp.down_proj,0.0000093829,0.01000,5.419
26,self_attn.k_proj,0.0000061567,0.01000,1.864
26,self_attn.v_proj,0.0000025934,0.01000,1.879
26,self_attn.q_proj,0.0000216056,0.01000,1.870
26,self_attn.o_proj,0.0000025900,0.01000,1.852
26,mlp.up_proj,0.0000396599,0.01000,1.870
26,mlp.gate_proj,0.0000344749,0.01000,1.920
26,mlp.down_proj,0.0000104758,0.01000,5.500
27,self_attn.k_proj,0.0000063704,0.01000,1.840
27,self_attn.v_proj,0.0000031997,0.01000,1.873
27,self_attn.q_proj,0.0000213023,0.01000,1.885
27,self_attn.o_proj,0.0000035989,0.01000,1.872
27,mlp.up_proj,0.0000421102,0.01000,1.870
27,mlp.gate_proj,0.0000365721,0.01000,1.933
27,mlp.down_proj,0.0000127756,0.01000,5.493
28,self_attn.k_proj,0.0000054439,0.01000,1.822
28,self_attn.v_proj,0.0000046776,0.01000,1.870
28,self_attn.q_proj,0.0000218742,0.01000,1.896
28,self_attn.o_proj,0.0000047852,0.01000,1.878
28,mlp.up_proj,0.0000448014,0.01000,1.884
28,mlp.gate_proj,0.0000385664,0.01000,1.935
28,mlp.down_proj,0.0000152208,0.01000,5.477
29,self_attn.k_proj,0.0000075766,0.01000,1.844
29,self_attn.v_proj,0.0000049398,0.01000,1.850
29,self_attn.q_proj,0.0000267214,0.01000,1.860
29,self_attn.o_proj,0.0000047729,0.01000,1.869
29,mlp.up_proj,0.0000480947,0.01000,1.876
29,mlp.gate_proj,0.0000412646,0.01000,1.904
29,mlp.down_proj,0.0000174578,0.01000,5.489
30,self_attn.k_proj,0.0000066515,0.01000,1.876
30,self_attn.v_proj,0.0000055583,0.01000,1.862
30,self_attn.q_proj,0.0000255336,0.01000,1.916
30,self_attn.o_proj,0.0000063217,0.01000,1.873
30,mlp.up_proj,0.0000510543,0.01000,1.942
30,mlp.gate_proj,0.0000439742,0.01000,1.899
30,mlp.down_proj,0.0000198458,0.01000,5.516
31,self_attn.k_proj,0.0000067489,0.01000,1.805
31,self_attn.v_proj,0.0000053660,0.01000,1.846
31,self_attn.q_proj,0.0000256080,0.01000,1.898
31,self_attn.o_proj,0.0000057112,0.01000,1.847
31,mlp.up_proj,0.0000573254,0.01000,1.918
31,mlp.gate_proj,0.0000506116,0.01000,1.923
31,mlp.down_proj,0.0000237780,0.01000,5.419
32,self_attn.k_proj,0.0000075074,0.01000,1.877
32,self_attn.v_proj,0.0000073561,0.01000,1.828
32,self_attn.q_proj,0.0000286492,0.01000,1.903
32,self_attn.o_proj,0.0000055623,0.01000,1.840
32,mlp.up_proj,0.0000628114,0.01000,1.929
32,mlp.gate_proj,0.0000567609,0.01000,1.925
32,mlp.down_proj,0.0000284905,0.01000,5.494
33,self_attn.k_proj,0.0000079448,0.01000,1.831
33,self_attn.v_proj,0.0000073397,0.01000,1.908
33,self_attn.q_proj,0.0000313780,0.01000,1.873
33,self_attn.o_proj,0.0000070431,0.01000,1.858
33,mlp.up_proj,0.0000754818,0.01000,1.896
33,mlp.gate_proj,0.0000693134,0.01000,1.931
33,mlp.down_proj,0.0000400507,0.01000,5.435
34,self_attn.k_proj,0.0000082468,0.01000,1.829
34,self_attn.v_proj,0.0000089507,0.01000,1.840
34,self_attn.q_proj,0.0000341429,0.01000,1.885
34,self_attn.o_proj,0.0000067946,0.01000,1.856
34,mlp.up_proj,0.0000866891,0.01000,1.940
34,mlp.gate_proj,0.0000821586,0.01000,1.923
34,mlp.down_proj,0.0000472456,0.01000,5.538
35,self_attn.k_proj,0.0000078382,0.01000,1.832
35,self_attn.v_proj,0.0000078588,0.01000,1.848
35,self_attn.q_proj,0.0000307812,0.01000,1.875
35,self_attn.o_proj,0.0000096358,0.01000,1.873
35,mlp.up_proj,0.0000986368,0.01000,1.889
35,mlp.gate_proj,0.0000958261,0.01000,1.897
35,mlp.down_proj,0.0000586797,0.01000,5.461
36,self_attn.k_proj,0.0000090568,0.01000,1.851
36,self_attn.v_proj,0.0000142979,0.01000,1.868
36,self_attn.q_proj,0.0000390433,0.01000,1.896
36,self_attn.o_proj,0.0000102853,0.01000,1.869
36,mlp.up_proj,0.0001096456,0.01000,1.909
36,mlp.gate_proj,0.0001053176,0.01000,1.931
36,mlp.down_proj,0.0000745272,0.01000,5.534
37,self_attn.k_proj,0.0000102921,0.01000,1.848
37,self_attn.v_proj,0.0000139348,0.01000,1.863
37,self_attn.q_proj,0.0000407019,0.01000,1.867
37,self_attn.o_proj,0.0000112271,0.01000,1.845
37,mlp.up_proj,0.0001245920,0.01000,1.890
37,mlp.gate_proj,0.0001196814,0.01000,1.926
37,mlp.down_proj,0.0000844956,0.01000,5.465
38,self_attn.k_proj,0.0000101334,0.01000,1.887
38,self_attn.v_proj,0.0000142629,0.01000,1.838
38,self_attn.q_proj,0.0000413608,0.01000,1.892
38,self_attn.o_proj,0.0000118424,0.01000,1.871
38,mlp.up_proj,0.0001422509,0.01000,1.891
38,mlp.gate_proj,0.0001351870,0.01000,1.920
38,mlp.down_proj,0.0001002093,0.01000,5.430
39,self_attn.k_proj,0.0000097654,0.01000,1.844
39,self_attn.v_proj,0.0000155185,0.01000,1.888
39,self_attn.q_proj,0.0000430024,0.01000,1.902
39,self_attn.o_proj,0.0000163587,0.01000,1.880
39,mlp.up_proj,0.0001594624,0.01000,1.870
39,mlp.gate_proj,0.0001501404,0.01000,1.908
39,mlp.down_proj,0.0001202485,0.01000,5.403
40,self_attn.k_proj,0.0000111764,0.01000,1.822
40,self_attn.v_proj,0.0000212190,0.01000,1.853
40,self_attn.q_proj,0.0000477737,0.01000,1.863
40,self_attn.o_proj,0.0000136626,0.01000,1.917
40,mlp.up_proj,0.0001759011,0.01000,1.878
40,mlp.gate_proj,0.0001646361,0.01000,1.906
40,mlp.down_proj,0.0001423487,0.01000,5.481
41,self_attn.k_proj,0.0000109057,0.01000,1.806
41,self_attn.v_proj,0.0000228068,0.01000,1.848
41,self_attn.q_proj,0.0000501279,0.01000,1.862
41,self_attn.o_proj,0.0000127372,0.01000,1.870
41,mlp.up_proj,0.0001938302,0.01000,1.888
41,mlp.gate_proj,0.0001788286,0.01000,1.896
41,mlp.down_proj,0.0001654244,0.01000,5.465
42,self_attn.k_proj,0.0000115910,0.01000,1.799
42,self_attn.v_proj,0.0000252338,0.01000,1.854
42,self_attn.q_proj,0.0000493074,0.01000,1.908
42,self_attn.o_proj,0.0000177375,0.01000,1.901
42,mlp.up_proj,0.0002140352,0.01000,1.900
42,mlp.gate_proj,0.0001944924,0.01000,1.989
42,mlp.down_proj,0.0002010431,0.01000,5.499
43,self_attn.k_proj,0.0000116256,0.01000,1.842
43,self_attn.v_proj,0.0000351566,0.01000,1.835
43,self_attn.q_proj,0.0000555932,0.01000,1.879
43,self_attn.o_proj,0.0000282134,0.01000,1.866
43,mlp.up_proj,0.0002366024,0.01000,1.882
43,mlp.gate_proj,0.0002109463,0.01000,1.936
43,mlp.down_proj,0.0002490418,0.01000,5.505
44,self_attn.k_proj,0.0000108512,0.01000,1.829
44,self_attn.v_proj,0.0000399018,0.01000,1.854
44,self_attn.q_proj,0.0000559182,0.01000,1.900
44,self_attn.o_proj,0.0000437074,0.01000,1.848
44,mlp.up_proj,0.0002603794,0.01000,1.894
44,mlp.gate_proj,0.0002283661,0.01000,1.903
44,mlp.down_proj,0.0003450318,0.01000,5.481
45,self_attn.k_proj,0.0000117965,0.01000,1.829
45,self_attn.v_proj,0.0000507443,0.01000,1.858
45,self_attn.q_proj,0.0000629527,0.01000,1.856
45,self_attn.o_proj,0.0000391735,0.01000,1.854
45,mlp.up_proj,0.0002976336,0.01000,1.929
45,mlp.gate_proj,0.0002640414,0.01000,1.947
45,mlp.down_proj,0.0004670114,0.01000,5.500
46,self_attn.k_proj,0.0000111906,0.01000,1.809
46,self_attn.v_proj,0.0000567153,0.01000,1.836
46,self_attn.q_proj,0.0000597288,0.01000,1.873
46,self_attn.o_proj,0.0000797118,0.01000,1.855
46,mlp.up_proj,0.0003228503,0.01000,1.910
46,mlp.gate_proj,0.0002994808,0.01000,1.913
46,mlp.down_proj,0.0006974383,0.01000,5.564
47,self_attn.k_proj,0.0000108451,0.01000,1.835
47,self_attn.v_proj,0.0000401424,0.01000,1.841
47,self_attn.q_proj,0.0000495196,0.01000,1.875
47,self_attn.o_proj,0.0000524342,0.01000,1.869
47,mlp.up_proj,0.0003880085,0.01000,1.914
47,mlp.gate_proj,0.0003715118,0.01000,1.928
47,mlp.down_proj,0.0010730910,0.01000,5.509