quant_log.csv

layer,module,loss,damp,time
0,self_attn.k_proj,0.00176,0.01000,1.938
0,self_attn.v_proj,0.00002,0.01000,1.357
0,self_attn.q_proj,0.00347,0.01000,1.451
0,self_attn.o_proj,0.00000,0.01000,1.221
0,mlp.up_proj,0.00216,0.01000,1.778
0,mlp.gate_proj,0.00237,0.01000,1.765
0,mlp.down_proj,0.00040,0.01000,4.346
1,self_attn.k_proj,0.00332,0.01000,1.410
1,self_attn.v_proj,0.00035,0.01000,1.375
1,self_attn.q_proj,0.00654,0.01000,1.473
1,self_attn.o_proj,0.00001,0.01000,1.162
1,mlp.up_proj,0.00423,0.01000,1.847
1,mlp.gate_proj,0.00478,0.01000,1.833
1,mlp.down_proj,0.00004,0.01000,4.554
2,self_attn.k_proj,0.00335,0.01000,1.372
2,self_attn.v_proj,0.00056,0.01000,1.343
2,self_attn.q_proj,0.00709,0.01000,1.513
2,self_attn.o_proj,0.00002,0.01000,1.157
2,mlp.up_proj,0.00896,0.01000,1.853
2,mlp.gate_proj,0.01071,0.01000,1.832
2,mlp.down_proj,0.00130,0.01000,4.471
3,self_attn.k_proj,0.00766,0.01000,1.375
3,self_attn.v_proj,0.00101,0.01000,1.340
3,self_attn.q_proj,0.01888,0.01000,1.441
3,self_attn.o_proj,0.00003,0.01000,1.170
3,mlp.up_proj,0.01185,0.01000,1.833
3,mlp.gate_proj,0.01516,0.01000,1.825
3,mlp.down_proj,0.00016,0.01000,4.451
4,self_attn.k_proj,0.00572,0.01000,1.368
4,self_attn.v_proj,0.00131,0.01000,1.333
4,self_attn.q_proj,0.01360,0.01000,1.428
4,self_attn.o_proj,0.00006,0.01000,1.166
4,mlp.up_proj,0.01477,0.01000,1.754
4,mlp.gate_proj,0.01976,0.01000,1.727
4,mlp.down_proj,0.00025,0.01000,4.420
5,self_attn.k_proj,0.00733,0.01000,1.374
5,self_attn.v_proj,0.00132,0.01000,1.334
5,self_attn.q_proj,0.01834,0.01000,1.453
5,self_attn.o_proj,0.00008,0.01000,1.210
5,mlp.up_proj,0.01906,0.01000,1.795
5,mlp.gate_proj,0.02441,0.01000,1.776
5,mlp.down_proj,0.00038,0.01000,4.400
6,self_attn.k_proj,0.00815,0.01000,1.371
6,self_attn.v_proj,0.00126,0.01000,1.339
6,self_attn.q_proj,0.01894,0.01000,1.450
6,self_attn.o_proj,0.00015,0.01000,1.186
6,mlp.up_proj,0.02276,0.01000,1.743
6,mlp.gate_proj,0.02967,0.01000,1.731
6,mlp.down_proj,0.00054,0.01000,4.309
7,self_attn.k_proj,0.00880,0.01000,1.381
7,self_attn.v_proj,0.00212,0.01000,1.355
7,self_attn.q_proj,0.02210,0.01000,1.459
7,self_attn.o_proj,0.00024,0.01000,1.192
7,mlp.up_proj,0.02617,0.01000,1.814
7,mlp.gate_proj,0.03219,0.01000,1.790
7,mlp.down_proj,0.00063,0.01000,4.474
8,self_attn.k_proj,0.00895,0.01000,1.369
8,self_attn.v_proj,0.00212,0.01000,1.337
8,self_attn.q_proj,0.02235,0.01000,1.444
8,self_attn.o_proj,0.00028,0.01000,1.203
8,mlp.up_proj,0.02953,0.01000,1.813
8,mlp.gate_proj,0.03355,0.01000,1.792
8,mlp.down_proj,0.00072,0.01000,4.370
9,self_attn.k_proj,0.01022,0.01000,1.368
9,self_attn.v_proj,0.00321,0.01000,1.336
9,self_attn.q_proj,0.02527,0.01000,1.448
9,self_attn.o_proj,0.00046,0.01000,1.196
9,mlp.up_proj,0.03172,0.01000,1.828
9,mlp.gate_proj,0.03367,0.01000,1.834
9,mlp.down_proj,0.00086,0.01000,4.418
10,self_attn.k_proj,0.00950,0.01000,1.368
10,self_attn.v_proj,0.00294,0.01000,1.341
10,self_attn.q_proj,0.02435,0.01000,1.445
10,self_attn.o_proj,0.00048,0.01000,1.688
10,mlp.up_proj,0.03401,0.01000,1.755
10,mlp.gate_proj,0.03460,0.01000,1.723
10,mlp.down_proj,0.00095,0.01000,4.318
11,self_attn.k_proj,0.01188,0.01000,1.370
11,self_attn.v_proj,0.00327,0.01000,1.327
11,self_attn.q_proj,0.02966,0.01000,1.441
11,self_attn.o_proj,0.00053,0.01000,1.189
11,mlp.up_proj,0.03762,0.01000,1.742
11,mlp.gate_proj,0.04139,0.01000,1.722
11,mlp.down_proj,0.00100,0.01000,4.333
12,self_attn.k_proj,0.01147,0.01000,1.377
12,self_attn.v_proj,0.00418,0.01000,1.329
12,self_attn.q_proj,0.02905,0.01000,1.459
12,self_attn.o_proj,0.00054,0.01000,1.189
12,mlp.up_proj,0.04046,0.01000,1.739
12,mlp.gate_proj,0.04427,0.01000,1.721
12,mlp.down_proj,0.00105,0.01000,4.338
13,self_attn.k_proj,0.01456,0.01000,1.364
13,self_attn.v_proj,0.00442,0.01000,1.321
13,self_attn.q_proj,0.03715,0.01000,1.435
13,self_attn.o_proj,0.00061,0.01000,1.194
13,mlp.up_proj,0.04208,0.01000,1.849
13,mlp.gate_proj,0.04424,0.01000,1.909
13,mlp.down_proj,0.00117,0.01000,4.464
14,self_attn.k_proj,0.01500,0.01000,1.369
14,self_attn.v_proj,0.00473,0.01000,1.334
14,self_attn.q_proj,0.03944,0.01000,1.441
14,self_attn.o_proj,0.00054,0.01000,1.193
14,mlp.up_proj,0.04508,0.01000,1.858
14,mlp.gate_proj,0.04457,0.01000,1.835
14,mlp.down_proj,0.00123,0.01000,4.617
15,self_attn.k_proj,0.01339,0.01000,1.373
15,self_attn.v_proj,0.00428,0.01000,1.341
15,self_attn.q_proj,0.03164,0.01000,1.486
15,self_attn.o_proj,0.00060,0.01000,1.203
15,mlp.up_proj,0.04513,0.01000,1.861
15,mlp.gate_proj,0.04189,0.01000,1.841
15,mlp.down_proj,0.00133,0.01000,4.625
16,self_attn.k_proj,0.01387,0.01000,1.372
16,self_attn.v_proj,0.00511,0.01000,1.326
16,self_attn.q_proj,0.03275,0.01000,1.451
16,self_attn.o_proj,0.00073,0.01000,1.191
16,mlp.up_proj,0.04740,0.01000,1.767
16,mlp.gate_proj,0.04257,0.01000,1.859
16,mlp.down_proj,0.00159,0.01000,4.707
17,self_attn.k_proj,0.01298,0.01000,1.375
17,self_attn.v_proj,0.00609,0.01000,1.329
17,self_attn.q_proj,0.03331,0.01000,1.453
17,self_attn.o_proj,0.00100,0.01000,1.200
17,mlp.up_proj,0.05164,0.01000,1.832
17,mlp.gate_proj,0.04529,0.01000,1.813
17,mlp.down_proj,0.00205,0.01000,4.430
18,self_attn.k_proj,0.01493,0.01000,1.368
18,self_attn.v_proj,0.00583,0.01000,1.331
18,self_attn.q_proj,0.03684,0.01000,1.453
18,self_attn.o_proj,0.00099,0.01000,1.207
18,mlp.up_proj,0.05543,0.01000,1.849
18,mlp.gate_proj,0.05103,0.01000,1.824
18,mlp.down_proj,0.00252,0.01000,4.456
19,self_attn.k_proj,0.01495,0.01000,1.376
19,self_attn.v_proj,0.00843,0.01000,1.331
19,self_attn.q_proj,0.04287,0.01000,1.445
19,self_attn.o_proj,0.00090,0.01000,1.191
19,mlp.up_proj,0.05739,0.01000,1.826
19,mlp.gate_proj,0.05421,0.01000,1.810
19,mlp.down_proj,0.00279,0.01000,4.415
20,self_attn.k_proj,0.01524,0.01000,1.367
20,self_attn.v_proj,0.00754,0.01000,1.345
20,self_attn.q_proj,0.04341,0.01000,1.460
20,self_attn.o_proj,0.00076,0.01000,1.199
20,mlp.up_proj,0.06215,0.01000,1.852
20,mlp.gate_proj,0.06257,0.01000,1.828
20,mlp.down_proj,0.00314,0.01000,4.462
21,self_attn.k_proj,0.01427,0.01000,1.379
21,self_attn.v_proj,0.00640,0.01000,1.326
21,self_attn.q_proj,0.03950,0.01000,1.442
21,self_attn.o_proj,0.00057,0.01000,1.189
21,mlp.up_proj,0.06711,0.01000,1.833
21,mlp.gate_proj,0.07015,0.01000,1.815
21,mlp.down_proj,0.00343,0.01000,4.419
22,self_attn.k_proj,0.01374,0.01000,1.376
22,self_attn.v_proj,0.00873,0.01000,1.336
22,self_attn.q_proj,0.04107,0.01000,1.463
22,self_attn.o_proj,0.00081,0.01000,1.202
22,mlp.up_proj,0.07495,0.01000,1.787
22,mlp.gate_proj,0.08021,0.01000,1.765
22,mlp.down_proj,0.00410,0.01000,4.349
23,self_attn.k_proj,0.01533,0.01000,1.373
23,self_attn.v_proj,0.00896,0.01000,1.326
23,self_attn.q_proj,0.04321,0.01000,1.437
23,self_attn.o_proj,0.00066,0.01000,1.195
23,mlp.up_proj,0.08032,0.01000,1.764
23,mlp.gate_proj,0.08501,0.01000,1.747
23,mlp.down_proj,0.00500,0.01000,4.320
24,self_attn.k_proj,0.01676,0.01000,1.354
24,self_attn.v_proj,0.00923,0.01000,1.339
24,self_attn.q_proj,0.04753,0.01000,1.442
24,self_attn.o_proj,0.00083,0.01000,1.183
24,mlp.up_proj,0.08577,0.01000,1.739
24,mlp.gate_proj,0.09270,0.01000,1.723
24,mlp.down_proj,0.00543,0.01000,4.407
25,self_attn.k_proj,0.01751,0.01000,1.370
25,self_attn.v_proj,0.00982,0.01000,1.376
25,self_attn.q_proj,0.04867,0.01000,1.446
25,self_attn.o_proj,0.00068,0.01000,1.186
25,mlp.up_proj,0.09107,0.01000,1.740
25,mlp.gate_proj,0.10017,0.01000,1.708
25,mlp.down_proj,0.00587,0.01000,4.334
26,self_attn.k_proj,0.01754,0.01000,1.427
26,self_attn.v_proj,0.01148,0.01000,1.337
26,self_attn.q_proj,0.04842,0.01000,1.463
26,self_attn.o_proj,0.00071,0.01000,1.208
26,mlp.up_proj,0.09882,0.01000,1.751
26,mlp.gate_proj,0.11080,0.01000,1.725
26,mlp.down_proj,0.00629,0.01000,4.374
27,self_attn.k_proj,0.01778,0.01000,1.376
27,self_attn.v_proj,0.01296,0.01000,1.329
27,self_attn.q_proj,0.05199,0.01000,1.456
27,self_attn.o_proj,0.00053,0.01000,1.182
27,mlp.up_proj,0.10583,0.01000,1.749
27,mlp.gate_proj,0.12038,0.01000,1.716
27,mlp.down_proj,0.00686,0.01000,4.426
28,self_attn.k_proj,0.01917,0.01000,1.366
28,self_attn.v_proj,0.01387,0.01000,1.328
28,self_attn.q_proj,0.05423,0.01000,1.432
28,self_attn.o_proj,0.00119,0.01000,1.180
28,mlp.up_proj,0.11404,0.01000,1.960
28,mlp.gate_proj,0.12816,0.01000,1.792
28,mlp.down_proj,0.00786,0.01000,4.419
29,self_attn.k_proj,0.01879,0.01000,1.380
29,self_attn.v_proj,0.01851,0.01000,1.341
29,self_attn.q_proj,0.05502,0.01000,1.463
29,self_attn.o_proj,0.00141,0.01000,1.191
29,mlp.up_proj,0.12264,0.01000,1.857
29,mlp.gate_proj,0.13857,0.01000,1.839
29,mlp.down_proj,0.00885,0.01000,4.512
30,self_attn.k_proj,0.01997,0.01000,1.369
30,self_attn.v_proj,0.01553,0.01000,1.326
30,self_attn.q_proj,0.05603,0.01000,1.446
30,self_attn.o_proj,0.00099,0.01000,1.206
30,mlp.up_proj,0.13286,0.01000,1.861
30,mlp.gate_proj,0.15043,0.01000,1.831
30,mlp.down_proj,0.01039,0.01000,4.432
31,self_attn.k_proj,0.01802,0.01000,1.361
31,self_attn.v_proj,0.01566,0.01000,1.328
31,self_attn.q_proj,0.05123,0.01000,1.443
31,self_attn.o_proj,0.00157,0.01000,1.189
31,mlp.up_proj,0.14314,0.01000,1.830
31,mlp.gate_proj,0.15822,0.01000,1.813
31,mlp.down_proj,0.01311,0.01000,4.397
32,self_attn.k_proj,0.01811,0.01000,1.368
32,self_attn.v_proj,0.02172,0.01000,1.330
32,self_attn.q_proj,0.05560,0.01000,1.540
32,self_attn.o_proj,0.00167,0.01000,1.204
32,mlp.up_proj,0.15112,0.01000,1.909
32,mlp.gate_proj,0.16387,0.01000,1.875
32,mlp.down_proj,0.01599,0.01000,4.637
33,self_attn.k_proj,0.01898,0.01000,1.372
33,self_attn.v_proj,0.01674,0.01000,1.332
33,self_attn.q_proj,0.05740,0.01000,1.442
33,self_attn.o_proj,0.00200,0.01000,1.182
33,mlp.up_proj,0.15806,0.01000,1.860
33,mlp.gate_proj,0.16537,0.01000,1.851
33,mlp.down_proj,0.02209,0.01000,4.458
34,self_attn.k_proj,0.01745,0.01000,1.384
34,self_attn.v_proj,0.03603,0.01000,1.337
34,self_attn.q_proj,0.05621,0.01000,1.444
34,self_attn.o_proj,0.00431,0.01000,1.184
34,mlp.up_proj,0.16884,0.01000,1.778
34,mlp.gate_proj,0.17436,0.01000,1.766
34,mlp.down_proj,0.02582,0.01000,4.397
35,self_attn.k_proj,0.01771,0.01000,1.367
35,self_attn.v_proj,0.03159,0.01000,1.323
35,self_attn.q_proj,0.05751,0.01000,1.449
35,self_attn.o_proj,0.00328,0.01000,1.190
35,mlp.up_proj,0.18525,0.01000,1.837
35,mlp.gate_proj,0.18747,0.01000,1.811
35,mlp.down_proj,0.03426,0.01000,4.399
36,self_attn.k_proj,0.01672,0.01000,1.377
36,self_attn.v_proj,0.03806,0.01000,1.329
36,self_attn.q_proj,0.05680,0.01000,1.450
36,self_attn.o_proj,0.00542,0.01000,1.207
36,mlp.up_proj,0.19882,0.01000,1.845
36,mlp.gate_proj,0.19482,0.01000,1.825
36,mlp.down_proj,0.04701,0.01000,4.416
37,self_attn.k_proj,0.01430,0.01000,1.369
37,self_attn.v_proj,0.04299,0.01000,1.325
37,self_attn.q_proj,0.05684,0.01000,1.468
37,self_attn.o_proj,0.01425,0.01000,1.209
37,mlp.up_proj,0.20894,0.01000,1.854
37,mlp.gate_proj,0.20694,0.01000,1.839
37,mlp.down_proj,0.07068,0.01000,4.447
38,self_attn.k_proj,0.01878,0.01000,1.375
38,self_attn.v_proj,0.06692,0.01000,1.321
38,self_attn.q_proj,0.06871,0.01000,1.446
38,self_attn.o_proj,0.01242,0.01000,1.199
38,mlp.up_proj,0.22886,0.01000,1.849
38,mlp.gate_proj,0.23130,0.01000,1.827
38,mlp.down_proj,0.12355,0.01000,4.395
39,self_attn.k_proj,0.01506,0.01000,1.378
39,self_attn.v_proj,0.03752,0.01000,1.329
39,self_attn.q_proj,0.05483,0.01000,1.461
39,self_attn.o_proj,0.01155,0.01000,1.195
39,mlp.up_proj,0.26283,0.01000,1.816
39,mlp.gate_proj,0.27279,0.01000,1.811
39,mlp.down_proj,0.27392,0.01000,4.558