quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.k_proj,0.0000003594,0.05000,4.072
0,self_attn.v_proj,0.0000003196,0.05000,4.159
0,self_attn.q_proj,0.0000013323,0.05000,4.189
0,self_attn.o_proj,0.0000008583,0.05000,1.501
0,mlp.gate_proj,0.0000935746,0.05000,2.208
0,mlp.up_proj,0.0000823376,0.05000,2.229
0,mlp.down_proj,0.0000093483,0.05000,3.781
1,self_attn.k_proj,0.0000005827,0.05000,4.169
1,self_attn.q_proj,0.0000022050,0.05000,4.270
1,self_attn.v_proj,0.0000006061,0.05000,4.286
1,self_attn.o_proj,0.0000013489,0.05000,1.449
1,mlp.up_proj,0.0012403375,0.05000,1.993
1,mlp.gate_proj,0.0027883543,0.05000,2.016
1,mlp.down_proj,0.0000149858,0.05000,3.810
2,self_attn.k_proj,0.0000017745,0.05000,4.243
2,self_attn.q_proj,0.0000062511,0.05000,4.262
2,self_attn.v_proj,0.0000017546,0.05000,4.358
2,self_attn.o_proj,0.0000015581,0.05000,1.491
2,mlp.up_proj,0.0037729626,0.05000,2.027
2,mlp.gate_proj,0.0049998074,0.05000,2.042
2,mlp.down_proj,0.0000086235,0.05000,3.796
3,self_attn.k_proj,0.0000031761,0.05000,4.226
3,self_attn.q_proj,0.0000124558,0.05000,4.254
3,self_attn.v_proj,0.0000033006,0.05000,4.299
3,self_attn.o_proj,0.0000027714,0.05000,1.471
3,mlp.up_proj,0.0025942083,0.05000,2.045
3,mlp.gate_proj,0.0050245722,0.05000,2.055
3,mlp.down_proj,0.0000275649,0.05000,3.933
4,self_attn.q_proj,0.0000246425,0.05000,4.286
4,self_attn.k_proj,0.0000067264,0.05000,4.288
4,self_attn.v_proj,0.0000068391,0.05000,4.351
4,self_attn.o_proj,0.0000045797,0.05000,1.461
4,mlp.gate_proj,0.0047045770,0.05000,2.064
4,mlp.up_proj,0.0019233117,0.05000,2.079
4,mlp.down_proj,0.0000489517,0.05000,3.845
5,self_attn.v_proj,0.0000077134,0.05000,4.167
5,self_attn.q_proj,0.0000278327,0.05000,4.278
5,self_attn.k_proj,0.0000069916,0.05000,4.305
5,self_attn.o_proj,0.0000070910,0.05000,1.466
5,mlp.up_proj,0.0008793870,0.05000,1.962
5,mlp.gate_proj,0.0017394822,0.05000,1.991
5,mlp.down_proj,0.0000607402,0.05000,3.847
6,self_attn.v_proj,0.0000168110,0.05000,4.083
6,self_attn.k_proj,0.0000146507,0.05000,4.192
6,self_attn.q_proj,0.0000625633,0.05000,4.207
6,self_attn.o_proj,0.0000228399,0.05000,1.457
6,mlp.up_proj,0.0011648920,0.05000,1.999
6,mlp.gate_proj,0.0019183903,0.05000,2.030
6,mlp.down_proj,0.0103364748,0.05000,3.803
7,self_attn.q_proj,0.0001241763,0.05000,4.408
7,self_attn.v_proj,0.0000359717,0.05000,4.429
7,self_attn.k_proj,0.0000332411,0.05000,4.472
7,self_attn.o_proj,0.0000210265,0.05000,1.481
7,mlp.up_proj,0.0013953543,0.05000,2.171
7,mlp.gate_proj,0.0021643315,0.05000,2.191
7,mlp.down_proj,0.0000991852,0.05000,3.856
8,self_attn.q_proj,0.0001985875,0.05000,4.326
8,self_attn.v_proj,0.0000591547,0.05000,4.352
8,self_attn.k_proj,0.0000495564,0.05000,4.384
8,self_attn.o_proj,0.0000302952,0.05000,1.425
8,mlp.gate_proj,0.0016333003,0.05000,2.126
8,mlp.up_proj,0.0013568534,0.05000,2.144
8,mlp.down_proj,0.0001514721,0.05000,3.858
9,self_attn.q_proj,0.0002371635,0.05000,4.318
9,self_attn.k_proj,0.0000649721,0.05000,4.368
9,self_attn.v_proj,0.0000708001,0.05000,4.392
9,self_attn.o_proj,0.0000351153,0.05000,1.461
9,mlp.gate_proj,0.0026187571,0.05000,2.003
9,mlp.up_proj,0.0017171524,0.05000,2.035
9,mlp.down_proj,0.0001497422,0.05000,3.754
10,self_attn.q_proj,0.0003617231,0.05000,4.318
10,self_attn.k_proj,0.0000914477,0.05000,4.385
10,self_attn.v_proj,0.0001139594,0.05000,4.396
10,self_attn.o_proj,0.0000542123,0.05000,1.558
10,mlp.up_proj,0.0014414165,0.05000,2.250
10,mlp.gate_proj,0.0020228552,0.05000,2.267
10,mlp.down_proj,0.0001341613,0.05000,3.767
11,self_attn.q_proj,0.0001707963,0.05000,4.467
11,self_attn.v_proj,0.0000511366,0.05000,4.515
11,self_attn.k_proj,0.0000445927,0.05000,4.552
11,self_attn.o_proj,0.0000347715,0.05000,1.577
11,mlp.gate_proj,0.0016375363,0.05000,2.061
11,mlp.up_proj,0.0013137128,0.05000,2.088
11,mlp.down_proj,0.0001213440,0.05000,3.846
12,self_attn.q_proj,0.0001992994,0.05000,4.345
12,self_attn.v_proj,0.0000592262,0.05000,4.403
12,self_attn.k_proj,0.0000508667,0.05000,4.437
12,self_attn.o_proj,0.0000389608,0.05000,1.487
12,mlp.up_proj,0.0012556559,0.05000,2.126
12,mlp.gate_proj,0.0014193900,0.05000,2.153
12,mlp.down_proj,0.0001204108,0.05000,3.814
13,self_attn.k_proj,0.0000377959,0.05000,4.361
13,self_attn.v_proj,0.0000398980,0.05000,4.377
13,self_attn.q_proj,0.0001468130,0.05000,4.406
13,self_attn.o_proj,0.0000275558,0.05000,1.572
13,mlp.gate_proj,0.0013068827,0.05000,1.982
13,mlp.up_proj,0.0012688375,0.05000,1.992
13,mlp.down_proj,0.0001261197,0.05000,3.786
14,self_attn.k_proj,0.0000636807,0.05000,4.260
14,self_attn.q_proj,0.0002550139,0.05000,4.352
14,self_attn.v_proj,0.0000732032,0.05000,4.377
14,self_attn.o_proj,0.0000563386,0.05000,1.452
14,mlp.gate_proj,0.0012963092,0.05000,2.037
14,mlp.up_proj,0.0012702085,0.05000,2.074
14,mlp.down_proj,0.0001155589,0.05000,3.801
15,self_attn.k_proj,0.0000619257,0.05000,4.268
15,self_attn.v_proj,0.0000667899,0.05000,4.398
15,self_attn.q_proj,0.0002482918,0.05000,4.422
15,self_attn.o_proj,0.0000455493,0.05000,1.434
15,mlp.gate_proj,0.0011929697,0.05000,2.083
15,mlp.up_proj,0.0012112681,0.05000,2.113
15,mlp.down_proj,0.0001076081,0.05000,3.777
16,self_attn.v_proj,0.0001263295,0.05000,4.350
16,self_attn.q_proj,0.0004257370,0.05000,4.410
16,self_attn.k_proj,0.0001013038,0.05000,4.432
16,self_attn.o_proj,0.0000473602,0.05000,1.420
16,mlp.gate_proj,0.0013676042,0.05000,2.118
16,mlp.up_proj,0.0013057378,0.05000,2.139
16,mlp.down_proj,0.0007478101,0.05000,3.826
17,self_attn.q_proj,0.0003468467,0.05000,4.276
17,self_attn.k_proj,0.0000746891,0.05000,4.327
17,self_attn.v_proj,0.0000924036,0.05000,4.352
17,self_attn.o_proj,0.0000458996,0.05000,1.441
17,mlp.gate_proj,0.0011096764,0.05000,2.045
17,mlp.up_proj,0.0010861262,0.05000,2.062
17,mlp.down_proj,0.0000963411,0.05000,3.819
18,self_attn.q_proj,0.0003796826,0.05000,4.261
18,self_attn.v_proj,0.0001097278,0.05000,4.273
18,self_attn.k_proj,0.0000885717,0.05000,4.317
18,self_attn.o_proj,0.0000499444,0.05000,1.491
18,mlp.up_proj,0.0011784257,0.05000,1.997
18,mlp.gate_proj,0.0011817602,0.05000,2.042
18,mlp.down_proj,0.0001195181,0.05000,3.730
19,self_attn.k_proj,0.0001662553,0.05000,4.191
19,self_attn.q_proj,0.0007413589,0.05000,4.338
19,self_attn.v_proj,0.0001895868,0.05000,4.369
19,self_attn.o_proj,0.0000687233,0.05000,1.466
19,mlp.gate_proj,0.0012607713,0.05000,2.092
19,mlp.up_proj,0.0012681201,0.05000,2.113
19,mlp.down_proj,0.0001470167,0.05000,3.758
20,self_attn.k_proj,0.0001367688,0.05000,4.472
20,self_attn.q_proj,0.0006558189,0.05000,4.530
20,self_attn.v_proj,0.0001652159,0.05000,4.549
20,self_attn.o_proj,0.0000642542,0.05000,1.464
20,mlp.gate_proj,0.0013226730,0.05000,2.004
20,mlp.up_proj,0.0013584104,0.05000,2.027
20,mlp.down_proj,0.0001604849,0.05000,3.849
21,self_attn.v_proj,0.0002245796,0.05000,4.389
21,self_attn.q_proj,0.0008645666,0.05000,4.438
21,self_attn.k_proj,0.0001859100,0.05000,4.476
21,self_attn.o_proj,0.0000763351,0.05000,1.458
21,mlp.up_proj,0.0016042628,0.05000,2.163
21,mlp.gate_proj,0.0015679000,0.05000,2.186
21,mlp.down_proj,0.0002100836,0.05000,3.945
22,self_attn.q_proj,0.0016993005,0.05000,4.338
22,self_attn.k_proj,0.0003806636,0.05000,4.384
22,self_attn.v_proj,0.0004654586,0.05000,4.407
22,self_attn.o_proj,0.0001504707,0.05000,1.440
22,mlp.up_proj,0.0017626628,0.05000,2.070
22,mlp.gate_proj,0.0018012372,0.05000,2.091
22,mlp.down_proj,0.0003374911,0.05000,3.859
23,self_attn.k_proj,0.0003534277,0.05000,4.390
23,self_attn.v_proj,0.0004446394,0.05000,4.453
23,self_attn.q_proj,0.0016562948,0.05000,4.478
23,self_attn.o_proj,0.0001922144,0.05000,1.483
23,mlp.gate_proj,0.0022250249,0.05000,2.107
23,mlp.up_proj,0.0020641453,0.05000,2.127
23,mlp.down_proj,0.0004860388,0.05000,3.830
24,self_attn.v_proj,0.0008083182,0.05000,4.367
24,self_attn.k_proj,0.0005927957,0.05000,4.460
24,self_attn.q_proj,0.0027235131,0.05000,4.483
24,self_attn.o_proj,0.0002267568,0.05000,1.471
24,mlp.up_proj,0.0022716492,0.05000,2.094
24,mlp.gate_proj,0.0025005769,0.05000,2.118
24,mlp.down_proj,0.0005901432,0.05000,3.820
25,self_attn.q_proj,0.0019246214,0.05000,4.292
25,self_attn.k_proj,0.0004538385,0.05000,4.343
25,self_attn.v_proj,0.0005557584,0.05000,4.381
25,self_attn.o_proj,0.0001088033,0.05000,1.481
25,mlp.up_proj,0.0026175110,0.05000,2.103
25,mlp.gate_proj,0.0029235990,0.05000,2.102
25,mlp.down_proj,0.0007230263,0.05000,3.834
26,self_attn.q_proj,0.0030830475,0.05000,4.367
26,self_attn.v_proj,0.0008666406,0.05000,4.417
26,self_attn.k_proj,0.0006896122,0.05000,4.424
26,self_attn.o_proj,0.0001164570,0.05000,1.441
26,mlp.gate_proj,0.0035159102,0.05000,2.105
26,mlp.up_proj,0.0032400480,0.05000,2.139
26,mlp.down_proj,0.0008100310,0.05000,3.738
27,self_attn.q_proj,0.0038217060,0.05000,4.317
27,self_attn.k_proj,0.0008253228,0.05000,4.359
27,self_attn.v_proj,0.0011545808,0.05000,4.379
27,self_attn.o_proj,0.0001481975,0.05000,1.495
27,mlp.gate_proj,0.0038771487,0.05000,2.060
27,mlp.up_proj,0.0036957798,0.05000,2.074
27,mlp.down_proj,0.0010563065,0.05000,3.884
28,self_attn.v_proj,0.0012145786,0.05000,4.342
28,self_attn.q_proj,0.0040962543,0.05000,4.407
28,self_attn.k_proj,0.0009609835,0.05000,4.435
28,self_attn.o_proj,0.0002459575,0.05000,1.536
28,mlp.gate_proj,0.0043499027,0.05000,2.249
28,mlp.up_proj,0.0043100494,0.05000,2.284
28,mlp.down_proj,0.0015757555,0.05000,3.881
29,self_attn.k_proj,0.0021209687,0.05000,4.298
29,self_attn.q_proj,0.0095595865,0.05000,4.304
29,self_attn.v_proj,0.0029053794,0.05000,4.363
29,self_attn.o_proj,0.0001616285,0.05000,1.479
29,mlp.up_proj,0.0052241395,0.05000,2.076
29,mlp.gate_proj,0.0050324519,0.05000,2.098
29,mlp.down_proj,0.0018942906,0.05000,3.788
30,self_attn.v_proj,0.0036343644,0.05000,4.247
30,self_attn.k_proj,0.0027200088,0.05000,4.341
30,self_attn.q_proj,0.0110439847,0.05000,4.364
30,self_attn.o_proj,0.0004099395,0.05000,1.508
30,mlp.up_proj,0.0057803822,0.05000,2.120
30,mlp.gate_proj,0.0053990015,0.05000,2.146
30,mlp.down_proj,0.0026668868,0.05000,3.796
31,self_attn.k_proj,0.0035780576,0.05000,4.280
31,self_attn.v_proj,0.0051702445,0.05000,4.344
31,self_attn.q_proj,0.0141764066,0.05000,4.371
31,self_attn.o_proj,0.0004475123,0.05000,1.467
31,mlp.gate_proj,0.0054525739,0.05000,1.951
31,mlp.up_proj,0.0061484700,0.05000,1.985
31,mlp.down_proj,0.0033983206,0.05000,3.878
32,self_attn.k_proj,0.0049337751,0.05000,4.351
32,self_attn.q_proj,0.0206758933,0.05000,4.435
32,self_attn.v_proj,0.0077025177,0.05000,4.465
32,self_attn.o_proj,0.0005332192,0.05000,1.471
32,mlp.gate_proj,0.0057657471,0.05000,2.036
32,mlp.up_proj,0.0066501302,0.05000,2.062
32,mlp.down_proj,0.0043100822,0.05000,3.855
33,self_attn.q_proj,0.0426740829,0.05000,4.337
33,self_attn.k_proj,0.0085745315,0.05000,4.387
33,self_attn.v_proj,0.0163852944,0.05000,4.405
33,self_attn.o_proj,0.0007346065,0.05000,1.459
33,mlp.up_proj,0.0073134509,0.05000,2.152
33,mlp.gate_proj,0.0062658977,0.05000,2.176
33,mlp.down_proj,0.0056324352,0.05000,3.802
34,self_attn.v_proj,0.0134164695,0.05000,4.412
34,self_attn.q_proj,0.0347782521,0.05000,4.430
34,self_attn.k_proj,0.0076354003,0.05000,4.462
34,self_attn.o_proj,0.0018579574,0.05000,1.457
34,mlp.gate_proj,0.0080567708,0.05000,2.135
34,mlp.up_proj,0.0087948156,0.05000,2.168
34,mlp.down_proj,0.0079165159,0.05000,3.861
35,self_attn.q_proj,0.0188541359,0.05000,4.320
35,self_attn.v_proj,0.0064772646,0.05000,4.414
35,self_attn.k_proj,0.0047970992,0.05000,4.437
35,self_attn.o_proj,0.0027409442,0.05000,1.486
35,mlp.up_proj,0.0270876766,0.05000,2.115
35,mlp.gate_proj,0.0218691803,0.05000,2.126
35,mlp.down_proj,0.0207865040,0.05000,3.860