quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.0000025754,0.05000,4.550
0,self_attn.v_proj,0.0000002206,0.05000,4.562
0,self_attn.q_proj,0.0000087561,0.05000,4.573
0,self_attn.o_proj,0.0000000012,0.05000,1.502
0,mlp.up_proj,0.0000081505,0.05000,2.709
0,mlp.gate_proj,0.0000094237,0.05000,2.716
0,mlp.down_proj,0.0000000070,0.05000,5.802
1,self_attn.q_proj,0.0000285129,0.05000,5.844
1,self_attn.v_proj,0.0000020318,0.05000,5.856
1,self_attn.k_proj,0.0000127451,0.05000,5.870
1,self_attn.o_proj,0.0000000052,0.05000,1.503
1,mlp.gate_proj,0.0000322149,0.05000,2.735
1,mlp.up_proj,0.0000282160,0.05000,2.741
1,mlp.down_proj,0.0000052935,0.05000,5.818
2,self_attn.v_proj,0.0000137185,0.05000,5.586
2,self_attn.k_proj,0.0001054883,0.05000,5.603
2,self_attn.q_proj,0.0002171249,0.05000,5.632
2,self_attn.o_proj,0.0000000075,0.05000,1.523
2,mlp.gate_proj,0.0000672672,0.05000,2.829
2,mlp.up_proj,0.0000587216,0.05000,2.835
2,mlp.down_proj,0.0000000224,0.05000,5.795
3,self_attn.v_proj,0.0000093818,0.05000,5.672
3,self_attn.q_proj,0.0001175257,0.05000,5.684
3,self_attn.k_proj,0.0000570549,0.05000,5.696
3,self_attn.o_proj,0.0000000112,0.05000,1.535
3,mlp.gate_proj,0.0001121420,0.05000,2.703
3,mlp.up_proj,0.0000968189,0.05000,2.706
3,mlp.down_proj,0.0000000410,0.05000,5.772
4,self_attn.q_proj,0.0001813112,0.05000,5.543
4,self_attn.v_proj,0.0000157679,0.05000,5.555
4,self_attn.k_proj,0.0000802006,0.05000,5.555
4,self_attn.o_proj,0.0000000139,0.05000,1.527
4,mlp.gate_proj,0.0001625613,0.05000,2.747
4,mlp.up_proj,0.0001317042,0.05000,2.761
4,mlp.down_proj,0.0000000744,0.05000,5.809
5,self_attn.k_proj,0.0001039211,0.05000,5.706
5,self_attn.q_proj,0.0002341090,0.05000,5.739
5,self_attn.v_proj,0.0000174460,0.05000,5.786
5,self_attn.o_proj,0.0000000322,0.05000,1.503
5,mlp.gate_proj,0.0002247521,0.05000,2.734
5,mlp.up_proj,0.0001709394,0.05000,2.734
5,mlp.down_proj,0.0000001268,0.05000,5.818
6,self_attn.k_proj,0.0001032290,0.05000,5.563
6,self_attn.v_proj,0.0000177316,0.05000,5.576
6,self_attn.q_proj,0.0002197504,0.05000,5.594
6,self_attn.o_proj,0.0000000426,0.05000,1.519
6,mlp.gate_proj,0.0002620231,0.05000,2.695
6,mlp.up_proj,0.0002037956,0.05000,2.700
6,mlp.down_proj,0.0000001768,0.05000,5.722
7,self_attn.k_proj,0.0001301391,0.05000,5.649
7,self_attn.q_proj,0.0002715318,0.05000,5.686
7,self_attn.v_proj,0.0000233400,0.05000,5.700
7,self_attn.o_proj,0.0000000710,0.05000,1.489
7,mlp.gate_proj,0.0003091105,0.05000,2.726
7,mlp.up_proj,0.0002347886,0.05000,2.734
7,mlp.down_proj,0.0000002321,0.05000,5.731
8,self_attn.k_proj,0.0001017436,0.05000,5.731
8,self_attn.q_proj,0.0002240664,0.05000,5.757
8,self_attn.v_proj,0.0000217979,0.05000,5.766
8,self_attn.o_proj,0.0000000915,0.05000,1.519
8,mlp.up_proj,0.0002580485,0.05000,2.713
8,mlp.gate_proj,0.0003330376,0.05000,2.718
8,mlp.down_proj,0.0000002755,0.05000,5.747
9,self_attn.v_proj,0.0000258198,0.05000,5.596
9,self_attn.q_proj,0.0003062698,0.05000,5.632
9,self_attn.k_proj,0.0001433366,0.05000,5.638
9,self_attn.o_proj,0.0000001034,0.05000,1.490
9,mlp.up_proj,0.0002804786,0.05000,2.756
9,mlp.gate_proj,0.0003499140,0.05000,2.766
9,mlp.down_proj,0.0000003341,0.05000,5.813
10,self_attn.k_proj,0.0001297817,0.05000,5.668
10,self_attn.v_proj,0.0000226510,0.05000,5.703
10,self_attn.q_proj,0.0002727139,0.05000,5.738
10,self_attn.o_proj,0.0000001711,0.05000,1.504
10,mlp.gate_proj,0.0003655863,0.05000,2.747
10,mlp.up_proj,0.0003002079,0.05000,2.752
10,mlp.down_proj,0.0000003908,0.05000,5.818
11,self_attn.v_proj,0.0000333907,0.05000,5.675
11,self_attn.k_proj,0.0001514282,0.05000,5.690
11,self_attn.q_proj,0.0003284788,0.05000,5.704
11,self_attn.o_proj,0.0000002205,0.05000,1.515
11,mlp.gate_proj,0.0003984610,0.05000,2.731
11,mlp.up_proj,0.0003320518,0.05000,2.740
11,mlp.down_proj,0.0000004510,0.05000,5.806
12,self_attn.k_proj,0.0001964771,0.05000,5.543
12,self_attn.q_proj,0.0004358755,0.05000,5.666
12,self_attn.v_proj,0.0000379014,0.05000,5.708
12,self_attn.o_proj,0.0000002516,0.05000,1.495
12,mlp.up_proj,0.0003744479,0.05000,2.767
12,mlp.gate_proj,0.0004391452,0.05000,2.776
12,mlp.down_proj,0.0000005534,0.05000,5.815
13,self_attn.v_proj,0.0000360716,0.05000,5.625
13,self_attn.q_proj,0.0003422806,0.05000,5.741
13,self_attn.k_proj,0.0001674168,0.05000,5.749
13,self_attn.o_proj,0.0000003109,0.05000,1.493
13,mlp.gate_proj,0.0004911288,0.05000,2.685
13,mlp.up_proj,0.0004301303,0.05000,2.689
13,mlp.down_proj,0.0000006914,0.05000,5.771
14,self_attn.k_proj,0.0001664226,0.05000,5.596
14,self_attn.v_proj,0.0000576001,0.05000,5.624
14,self_attn.q_proj,0.0003889395,0.05000,5.668
14,self_attn.o_proj,0.0000004098,0.05000,1.493
14,mlp.up_proj,0.0004783811,0.05000,2.743
14,mlp.gate_proj,0.0005488174,0.05000,2.747
14,mlp.down_proj,0.0000008860,0.05000,5.796
15,self_attn.q_proj,0.0004867710,0.05000,5.634
15,self_attn.k_proj,0.0002165216,0.05000,5.752
15,self_attn.v_proj,0.0000653710,0.05000,5.760
15,self_attn.o_proj,0.0000004345,0.05000,1.515
15,mlp.gate_proj,0.0006246117,0.05000,2.696
15,mlp.up_proj,0.0005259726,0.05000,2.704
15,mlp.down_proj,0.0000011260,0.05000,5.745
16,self_attn.k_proj,0.0001991889,0.05000,5.492
16,self_attn.v_proj,0.0000615639,0.05000,5.508
16,self_attn.q_proj,0.0004318745,0.05000,5.523
16,self_attn.o_proj,0.0000005076,0.05000,1.503
16,mlp.up_proj,0.0006129682,0.05000,2.751
16,mlp.gate_proj,0.0007694462,0.05000,2.759
16,mlp.down_proj,0.0000015809,0.05000,5.768
17,self_attn.v_proj,0.0000590238,0.05000,5.789
17,self_attn.k_proj,0.0001672252,0.05000,5.818
17,self_attn.q_proj,0.0003993788,0.05000,5.828
17,self_attn.o_proj,0.0000006334,0.05000,1.505
17,mlp.up_proj,0.0007126845,0.05000,2.701
17,mlp.gate_proj,0.0008941703,0.05000,2.715
17,mlp.down_proj,0.0000021782,0.05000,5.786
18,self_attn.v_proj,0.0000725807,0.05000,5.491
18,self_attn.k_proj,0.0001988027,0.05000,5.544
18,self_attn.q_proj,0.0005069916,0.05000,5.570
18,self_attn.o_proj,0.0000005907,0.05000,1.536
18,mlp.gate_proj,0.0010087889,0.05000,2.764
18,mlp.up_proj,0.0008049888,0.05000,2.769
18,mlp.down_proj,0.0000031469,0.05000,5.804
19,self_attn.q_proj,0.0004640531,0.05000,5.718
19,self_attn.k_proj,0.0001974665,0.05000,5.751
19,self_attn.v_proj,0.0000839271,0.05000,5.758
19,self_attn.o_proj,0.0000007363,0.05000,1.516
19,mlp.up_proj,0.0008893232,0.05000,2.702
19,mlp.gate_proj,0.0011344106,0.05000,2.704
19,mlp.down_proj,0.0000041928,0.05000,5.776
20,self_attn.v_proj,0.0000917941,0.05000,5.457
20,self_attn.k_proj,0.0002024085,0.05000,5.464
20,self_attn.q_proj,0.0004972993,0.05000,5.482
20,self_attn.o_proj,0.0000006737,0.05000,1.525
20,mlp.gate_proj,0.0012861970,0.05000,2.697
20,mlp.up_proj,0.0009820292,0.05000,2.696
20,mlp.down_proj,0.0000043654,0.05000,5.801
21,self_attn.k_proj,0.0001981790,0.05000,5.710
21,self_attn.v_proj,0.0000964703,0.05000,5.747
21,self_attn.q_proj,0.0004897626,0.05000,5.770
21,self_attn.o_proj,0.0000006938,0.05000,1.536
21,mlp.gate_proj,0.0015099732,0.05000,2.692
21,mlp.up_proj,0.0010752812,0.05000,2.708
21,mlp.down_proj,0.0000044608,0.05000,5.819
22,self_attn.v_proj,0.0000996507,0.05000,5.592
22,self_attn.q_proj,0.0004715399,0.05000,5.642
22,self_attn.k_proj,0.0001876980,0.05000,5.657
22,self_attn.o_proj,0.0000004057,0.05000,1.512
22,mlp.gate_proj,0.0016046927,0.05000,2.720
22,mlp.up_proj,0.0011544167,0.05000,2.726
22,mlp.down_proj,0.0000046066,0.05000,5.792
23,self_attn.q_proj,0.0004739835,0.05000,5.550
23,self_attn.k_proj,0.0001863427,0.05000,5.639
23,self_attn.v_proj,0.0001045092,0.05000,5.656
23,self_attn.o_proj,0.0000006813,0.05000,1.508
23,mlp.up_proj,0.0012700862,0.05000,2.755
23,mlp.gate_proj,0.0017711886,0.05000,2.766
23,mlp.down_proj,0.0000051867,0.05000,5.805
24,self_attn.q_proj,0.0005410001,0.05000,5.842
24,self_attn.v_proj,0.0001214173,0.05000,5.883
24,self_attn.k_proj,0.0002158198,0.05000,5.946
24,self_attn.o_proj,0.0000006280,0.05000,1.501
24,mlp.gate_proj,0.0019970989,0.05000,2.721
24,mlp.up_proj,0.0014057605,0.05000,2.721
24,mlp.down_proj,0.0000056286,0.05000,5.838
25,self_attn.k_proj,0.0002077088,0.05000,5.659
25,self_attn.v_proj,0.0001386532,0.05000,5.680
25,self_attn.q_proj,0.0005421010,0.05000,5.690
25,self_attn.o_proj,0.0000006926,0.05000,1.508
25,mlp.gate_proj,0.0021648855,0.05000,2.806
25,mlp.up_proj,0.0015368462,0.05000,2.807
25,mlp.down_proj,0.0000063590,0.05000,5.777
26,self_attn.q_proj,0.0005148287,0.05000,5.733
26,self_attn.v_proj,0.0001467281,0.05000,5.761
26,self_attn.k_proj,0.0001950796,0.05000,5.790
26,self_attn.o_proj,0.0000009540,0.05000,1.512
26,mlp.up_proj,0.0016700355,0.05000,2.757
26,mlp.gate_proj,0.0022701313,0.05000,2.764
26,mlp.down_proj,0.0000073036,0.05000,5.829
27,self_attn.q_proj,0.0005313924,0.05000,5.597
27,self_attn.k_proj,0.0001970788,0.05000,5.617
27,self_attn.v_proj,0.0001329189,0.05000,5.631
27,self_attn.o_proj,0.0000010856,0.05000,1.539
27,mlp.gate_proj,0.0024865442,0.05000,2.738
27,mlp.up_proj,0.0018403968,0.05000,2.737
27,mlp.down_proj,0.0000087551,0.05000,5.844
28,self_attn.k_proj,0.0001981637,0.05000,5.458
28,self_attn.v_proj,0.0001949648,0.05000,5.500
28,self_attn.q_proj,0.0005183223,0.05000,5.508
28,self_attn.o_proj,0.0000016372,0.05000,1.530
28,mlp.gate_proj,0.0026638827,0.05000,2.748
28,mlp.up_proj,0.0020455004,0.05000,2.762
28,mlp.down_proj,0.0000119281,0.05000,5.836
29,self_attn.q_proj,0.0005931044,0.05000,5.728
29,self_attn.k_proj,0.0001997706,0.05000,5.741
29,self_attn.v_proj,0.0002828346,0.05000,5.767
29,self_attn.o_proj,0.0000034553,0.05000,1.534
29,mlp.up_proj,0.0020760434,0.05000,2.725
29,mlp.gate_proj,0.0025936320,0.05000,2.729
29,mlp.down_proj,0.0000151650,0.05000,5.807
30,self_attn.v_proj,0.0003089608,0.05000,5.433
30,self_attn.k_proj,0.0001842356,0.05000,5.482
30,self_attn.q_proj,0.0005517652,0.05000,5.508
30,self_attn.o_proj,0.0000030842,0.05000,1.513
30,mlp.up_proj,0.0021368292,0.05000,2.743
30,mlp.gate_proj,0.0026252946,0.05000,2.751
30,mlp.down_proj,0.0000199158,0.05000,5.768
31,self_attn.k_proj,0.0001757457,0.05000,5.804
31,self_attn.v_proj,0.0003163291,0.05000,5.898
31,self_attn.q_proj,0.0005140052,0.05000,5.915
31,self_attn.o_proj,0.0000041636,0.05000,1.517
31,mlp.gate_proj,0.0022865063,0.05000,2.720
31,mlp.up_proj,0.0018066571,0.05000,2.729
31,mlp.down_proj,0.0000333210,0.05000,5.901