quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.0000000099,0.05000,4.817
0,self_attn.q_proj,0.0000000326,0.05000,4.873
0,self_attn.v_proj,0.0000000008,0.05000,4.883
0,self_attn.o_proj,0.0000000000,0.05000,1.506
0,mlp.gate_proj,0.0000000322,0.05000,2.852
0,mlp.up_proj,0.0000000279,0.05000,2.861
0,mlp.down_proj,0.0000000000,0.05000,5.854
1,self_attn.v_proj,0.0000000075,0.05000,5.948
1,self_attn.q_proj,0.0000000986,0.05000,5.967
1,self_attn.k_proj,0.0000000453,0.05000,5.986
1,self_attn.o_proj,0.0000000000,0.05000,1.513
1,mlp.gate_proj,0.0000001107,0.05000,2.723
1,mlp.up_proj,0.0000000970,0.05000,2.728
1,mlp.down_proj,0.0000000181,0.05000,5.748
2,self_attn.v_proj,0.0000000473,0.05000,5.806
2,self_attn.k_proj,0.0000003621,0.05000,5.825
2,self_attn.q_proj,0.0000007457,0.05000,5.841
2,self_attn.o_proj,0.0000000000,0.05000,1.545
2,mlp.gate_proj,0.0000002318,0.05000,2.761
2,mlp.up_proj,0.0000002023,0.05000,2.779
2,mlp.down_proj,0.0000000001,0.05000,5.801
3,self_attn.q_proj,0.0000004040,0.05000,5.748
3,self_attn.k_proj,0.0000001964,0.05000,5.757
3,self_attn.v_proj,0.0000000324,0.05000,5.836
3,self_attn.o_proj,0.0000000000,0.05000,1.507
3,mlp.up_proj,0.0000003335,0.05000,2.726
3,mlp.gate_proj,0.0000003861,0.05000,2.737
3,mlp.down_proj,0.0000000001,0.05000,5.850
4,self_attn.k_proj,0.0000002752,0.05000,5.885
4,self_attn.q_proj,0.0000006219,0.05000,5.899
4,self_attn.v_proj,0.0000000542,0.05000,5.920
4,self_attn.o_proj,0.0000000000,0.05000,1.511
4,mlp.gate_proj,0.0000005583,0.05000,2.707
4,mlp.up_proj,0.0000004521,0.05000,2.712
4,mlp.down_proj,0.0000000003,0.05000,5.795
5,self_attn.v_proj,0.0000000601,0.05000,5.651
5,self_attn.k_proj,0.0000003567,0.05000,5.685
5,self_attn.q_proj,0.0000008041,0.05000,5.708
5,self_attn.o_proj,0.0000000001,0.05000,1.530
5,mlp.gate_proj,0.0000007742,0.05000,2.754
5,mlp.up_proj,0.0000005881,0.05000,2.759
5,mlp.down_proj,0.0000000004,0.05000,5.792
6,self_attn.q_proj,0.0000007546,0.05000,5.715
6,self_attn.v_proj,0.0000000610,0.05000,5.753
6,self_attn.k_proj,0.0000003538,0.05000,5.763
6,self_attn.o_proj,0.0000000001,0.05000,1.491
6,mlp.up_proj,0.0000006991,0.05000,2.700
6,mlp.gate_proj,0.0000008995,0.05000,2.717
6,mlp.down_proj,0.0000000006,0.05000,5.790
7,self_attn.k_proj,0.0000004439,0.05000,5.755
7,self_attn.q_proj,0.0000009290,0.05000,5.785
7,self_attn.v_proj,0.0000000806,0.05000,5.807
7,self_attn.o_proj,0.0000000002,0.05000,1.512
7,mlp.up_proj,0.0000008049,0.05000,2.738
7,mlp.gate_proj,0.0000010599,0.05000,2.751
7,mlp.down_proj,0.0000000008,0.05000,5.833
8,self_attn.v_proj,0.0000000749,0.05000,5.644
8,self_attn.k_proj,0.0000003480,0.05000,5.679
8,self_attn.q_proj,0.0000007657,0.05000,5.711
8,self_attn.o_proj,0.0000000003,0.05000,1.486
8,mlp.gate_proj,0.0000011395,0.05000,2.710
8,mlp.up_proj,0.0000008825,0.05000,2.716
8,mlp.down_proj,0.0000000009,0.05000,5.785
9,self_attn.k_proj,0.0000004894,0.05000,5.779
9,self_attn.q_proj,0.0000010457,0.05000,5.846
9,self_attn.v_proj,0.0000000885,0.05000,5.857
9,self_attn.o_proj,0.0000000003,0.05000,1.521
9,mlp.gate_proj,0.0000011959,0.05000,2.735
9,mlp.up_proj,0.0000009581,0.05000,2.754
9,mlp.down_proj,0.0000000011,0.05000,5.800
10,self_attn.v_proj,0.0000000776,0.05000,5.689
10,self_attn.k_proj,0.0000004430,0.05000,5.697
10,self_attn.q_proj,0.0000009305,0.05000,5.710
10,self_attn.o_proj,0.0000000006,0.05000,1.482
10,mlp.gate_proj,0.0000012489,0.05000,2.718
10,mlp.up_proj,0.0000010243,0.05000,2.723
10,mlp.down_proj,0.0000000013,0.05000,5.783
11,self_attn.q_proj,0.0000011214,0.05000,5.811
11,self_attn.k_proj,0.0000005155,0.05000,5.824
11,self_attn.v_proj,0.0000001141,0.05000,5.853
11,self_attn.o_proj,0.0000000008,0.05000,1.511
11,mlp.gate_proj,0.0000013628,0.05000,2.734
11,mlp.up_proj,0.0000011338,0.05000,2.743
11,mlp.down_proj,0.0000000015,0.05000,5.785
12,self_attn.q_proj,0.0000014866,0.05000,5.701
12,self_attn.v_proj,0.0000001297,0.05000,5.702
12,self_attn.k_proj,0.0000006694,0.05000,5.701
12,self_attn.o_proj,0.0000000009,0.05000,1.521
12,mlp.up_proj,0.0000012766,0.05000,2.776
12,mlp.gate_proj,0.0000015000,0.05000,2.783
12,mlp.down_proj,0.0000000019,0.05000,5.699
13,self_attn.k_proj,0.0000005692,0.05000,5.850
13,self_attn.v_proj,0.0000001234,0.05000,5.908
13,self_attn.q_proj,0.0000011665,0.05000,5.942
13,self_attn.o_proj,0.0000000011,0.05000,1.479
13,mlp.up_proj,0.0000014674,0.05000,2.721
13,mlp.gate_proj,0.0000016768,0.05000,2.732
13,mlp.down_proj,0.0000000024,0.05000,5.763
14,self_attn.q_proj,0.0000013253,0.05000,5.565
14,self_attn.k_proj,0.0000005664,0.05000,5.643
14,self_attn.v_proj,0.0000001981,0.05000,5.653
14,self_attn.o_proj,0.0000000014,0.05000,1.508
14,mlp.gate_proj,0.0000018725,0.05000,2.713
14,mlp.up_proj,0.0000016302,0.05000,2.741
14,mlp.down_proj,0.0000000030,0.05000,5.708
15,self_attn.k_proj,0.0000007359,0.05000,5.857
15,self_attn.q_proj,0.0000016581,0.05000,5.863
15,self_attn.v_proj,0.0000002239,0.05000,5.899
15,self_attn.o_proj,0.0000000015,0.05000,1.513
15,mlp.up_proj,0.0000017916,0.05000,2.713
15,mlp.gate_proj,0.0000021294,0.05000,2.719
15,mlp.down_proj,0.0000000038,0.05000,5.826
16,self_attn.v_proj,0.0000002110,0.05000,5.704
16,self_attn.k_proj,0.0000006766,0.05000,5.723
16,self_attn.q_proj,0.0000014709,0.05000,5.736
16,self_attn.o_proj,0.0000000017,0.05000,1.504
16,mlp.up_proj,0.0000020874,0.05000,2.717
16,mlp.gate_proj,0.0000026221,0.05000,2.732
16,mlp.down_proj,0.0000000054,0.05000,5.778
17,self_attn.v_proj,0.0000002017,0.05000,5.752
17,self_attn.q_proj,0.0000013624,0.05000,5.840
17,self_attn.k_proj,0.0000005692,0.05000,5.847
17,self_attn.o_proj,0.0000000022,0.05000,1.490
17,mlp.gate_proj,0.0000030491,0.05000,2.742
17,mlp.up_proj,0.0000024313,0.05000,2.746
17,mlp.down_proj,0.0000000074,0.05000,5.748
18,self_attn.k_proj,0.0000006751,0.05000,5.822
18,self_attn.v_proj,0.0000002480,0.05000,5.845
18,self_attn.q_proj,0.0000017297,0.05000,5.888
18,self_attn.o_proj,0.0000000020,0.05000,1.496
18,mlp.gate_proj,0.0000034365,0.05000,2.732
18,mlp.up_proj,0.0000027417,0.05000,2.739
18,mlp.down_proj,0.0000000107,0.05000,5.821
19,self_attn.v_proj,0.0000002874,0.05000,5.735
19,self_attn.q_proj,0.0000015817,0.05000,5.766
19,self_attn.k_proj,0.0000006702,0.05000,5.773
19,self_attn.o_proj,0.0000000025,0.05000,1.524
19,mlp.up_proj,0.0000030297,0.05000,2.756
19,mlp.gate_proj,0.0000038671,0.05000,2.773
19,mlp.down_proj,0.0000000143,0.05000,5.762
20,self_attn.q_proj,0.0000016975,0.05000,5.790
20,self_attn.k_proj,0.0000006890,0.05000,5.835
20,self_attn.v_proj,0.0000003146,0.05000,5.849
20,self_attn.o_proj,0.0000000023,0.05000,1.505
20,mlp.up_proj,0.0000033502,0.05000,2.737
20,mlp.gate_proj,0.0000043862,0.05000,2.745
20,mlp.down_proj,0.0000000149,0.05000,5.762
21,self_attn.q_proj,0.0000016742,0.05000,5.741
21,self_attn.v_proj,0.0000003297,0.05000,5.744
21,self_attn.k_proj,0.0000006758,0.05000,5.762
21,self_attn.o_proj,0.0000000024,0.05000,1.527
21,mlp.up_proj,0.0000036733,0.05000,2.724
21,mlp.gate_proj,0.0000051593,0.05000,2.730
21,mlp.down_proj,0.0000000152,0.05000,5.811
22,self_attn.k_proj,0.0000006403,0.05000,5.796
22,self_attn.v_proj,0.0000003419,0.05000,5.830
22,self_attn.q_proj,0.0000016118,0.05000,5.901
22,self_attn.o_proj,0.0000000014,0.05000,1.528
22,mlp.up_proj,0.0000039479,0.05000,2.729
22,mlp.gate_proj,0.0000054861,0.05000,2.733
22,mlp.down_proj,0.0000000157,0.05000,5.797
23,self_attn.v_proj,0.0000003579,0.05000,5.894
23,self_attn.k_proj,0.0000006380,0.05000,5.895
23,self_attn.q_proj,0.0000016239,0.05000,5.922
23,self_attn.o_proj,0.0000000023,0.05000,1.531
23,mlp.gate_proj,0.0000060618,0.05000,2.698
23,mlp.up_proj,0.0000043452,0.05000,2.699
23,mlp.down_proj,0.0000000177,0.05000,5.782
24,self_attn.k_proj,0.0000007371,0.05000,5.596
24,self_attn.q_proj,0.0000018533,0.05000,5.663
24,self_attn.v_proj,0.0000004165,0.05000,5.676
24,self_attn.o_proj,0.0000000021,0.05000,1.492
24,mlp.gate_proj,0.0000068435,0.05000,2.771
24,mlp.up_proj,0.0000048163,0.05000,2.777
24,mlp.down_proj,0.0000000192,0.05000,5.771
25,self_attn.k_proj,0.0000007104,0.05000,5.831
25,self_attn.v_proj,0.0000004764,0.05000,5.842
25,self_attn.q_proj,0.0000018583,0.05000,5.841
25,self_attn.o_proj,0.0000000024,0.05000,1.509
25,mlp.up_proj,0.0000052669,0.05000,2.721
25,mlp.gate_proj,0.0000074224,0.05000,2.730
25,mlp.down_proj,0.0000000218,0.05000,5.820
26,self_attn.v_proj,0.0000005038,0.05000,5.621
26,self_attn.k_proj,0.0000006691,0.05000,5.630
26,self_attn.q_proj,0.0000017644,0.05000,5.648
26,self_attn.o_proj,0.0000000033,0.05000,1.515
26,mlp.up_proj,0.0000057272,0.05000,2.755
26,mlp.gate_proj,0.0000077866,0.05000,2.775
26,mlp.down_proj,0.0000000250,0.05000,5.808
27,self_attn.q_proj,0.0000018230,0.05000,5.916
27,self_attn.v_proj,0.0000004564,0.05000,5.989
27,self_attn.k_proj,0.0000006762,0.05000,6.016
27,self_attn.o_proj,0.0000000037,0.05000,1.485
27,mlp.up_proj,0.0000063079,0.05000,2.725
27,mlp.gate_proj,0.0000085269,0.05000,2.739
27,mlp.down_proj,0.0000000300,0.05000,5.801
28,self_attn.v_proj,0.0000006713,0.05000,5.844
28,self_attn.k_proj,0.0000006783,0.05000,5.868
28,self_attn.q_proj,0.0000017780,0.05000,5.884
28,self_attn.o_proj,0.0000000056,0.05000,1.507
28,mlp.up_proj,0.0000070183,0.05000,2.716
28,mlp.gate_proj,0.0000091368,0.05000,2.723
28,mlp.down_proj,0.0000000409,0.05000,5.721
29,self_attn.v_proj,0.0000009821,0.05000,5.830
29,self_attn.k_proj,0.0000006843,0.05000,5.854
29,self_attn.q_proj,0.0000020354,0.05000,5.860
29,self_attn.o_proj,0.0000000119,0.05000,1.516
29,mlp.gate_proj,0.0000088944,0.05000,2.812
29,mlp.up_proj,0.0000071220,0.05000,2.825
29,mlp.down_proj,0.0000000519,0.05000,5.835
30,self_attn.q_proj,0.0000018947,0.05000,5.718
30,self_attn.k_proj,0.0000006325,0.05000,5.845
30,self_attn.v_proj,0.0000010680,0.05000,5.874
30,self_attn.o_proj,0.0000000106,0.05000,1.507
30,mlp.gate_proj,0.0000089889,0.05000,2.782
30,mlp.up_proj,0.0000073173,0.05000,2.796
30,mlp.down_proj,0.0000000681,0.05000,5.731
31,self_attn.v_proj,0.0000010866,0.05000,5.793
31,self_attn.k_proj,0.0000006014,0.05000,5.846
31,self_attn.q_proj,0.0000017606,0.05000,5.861
31,self_attn.o_proj,0.0000000142,0.05000,1.512
31,mlp.gate_proj,0.0000075029,0.05000,2.765
31,mlp.up_proj,0.0000059300,0.05000,2.774
31,mlp.down_proj,0.0000001083,0.05000,5.806