quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.q_proj,0.0000003401,0.05000,2.456
0,self_attn.k_proj,0.0000000715,0.05000,2.511
0,self_attn.v_proj,0.0000000085,0.05000,2.522
0,self_attn.o_proj,0.0000000277,0.05000,0.727
0,mlp.up_proj,0.0000003028,0.05000,1.351
0,mlp.gate_proj,0.0000003923,0.05000,1.363
0,mlp.down_proj,0.0000000544,0.05000,4.372
1,self_attn.k_proj,0.0000000173,0.05000,2.496
1,self_attn.v_proj,0.0000000033,0.05000,2.535
1,self_attn.q_proj,0.0000000622,0.05000,2.537
1,self_attn.o_proj,0.0000000095,0.05000,0.742
1,mlp.up_proj,0.0000169856,0.05000,1.392
1,mlp.gate_proj,0.0000222209,0.05000,1.398
1,mlp.down_proj,0.0000000056,0.05000,4.177
2,self_attn.k_proj,0.0000000210,0.05000,2.543
2,self_attn.q_proj,0.0000000956,0.05000,2.564
2,self_attn.v_proj,0.0000000054,0.05000,2.588
2,self_attn.o_proj,0.0000000061,0.05000,0.739
2,mlp.gate_proj,0.0000048486,0.05000,1.366
2,mlp.up_proj,0.0000049113,0.05000,1.373
2,mlp.down_proj,0.0000085108,0.05000,4.199
3,self_attn.v_proj,0.0000000161,0.05000,2.525
3,self_attn.k_proj,0.0000000878,0.05000,2.538
3,self_attn.q_proj,0.0000004073,0.05000,2.542
3,self_attn.o_proj,0.0000000094,0.05000,0.753
3,mlp.gate_proj,0.0000064317,0.05000,1.357
3,mlp.up_proj,0.0000058005,0.05000,1.365
3,mlp.down_proj,0.0000001039,0.05000,4.192
4,self_attn.q_proj,0.0000003292,0.05000,2.325
4,self_attn.v_proj,0.0000000221,0.05000,2.356
4,self_attn.k_proj,0.0000000643,0.05000,2.361
4,self_attn.o_proj,0.0000000181,0.05000,0.750
4,mlp.gate_proj,0.0000060889,0.05000,1.348
4,mlp.up_proj,0.0000046043,0.05000,1.352
4,mlp.down_proj,0.0000000563,0.05000,4.266
5,self_attn.v_proj,0.0000000582,0.05000,2.441
5,self_attn.q_proj,0.0000007062,0.05000,2.460
5,self_attn.k_proj,0.0000001253,0.05000,2.465
5,self_attn.o_proj,0.0000000114,0.05000,0.750
5,mlp.gate_proj,0.0000084792,0.05000,1.368
5,mlp.up_proj,0.0000071883,0.05000,1.372
5,mlp.down_proj,0.0000001014,0.05000,4.254
6,self_attn.q_proj,0.0000004542,0.05000,2.507
6,self_attn.v_proj,0.0000000503,0.05000,2.529
6,self_attn.k_proj,0.0000000723,0.05000,2.543
6,self_attn.o_proj,0.0000000305,0.05000,0.750
6,mlp.gate_proj,0.0000109521,0.05000,1.369
6,mlp.up_proj,0.0000094474,0.05000,1.381
6,mlp.down_proj,0.0000001409,0.05000,4.289
7,self_attn.k_proj,0.0000000955,0.05000,2.519
7,self_attn.q_proj,0.0000006046,0.05000,2.523
7,self_attn.v_proj,0.0000000611,0.05000,2.539
7,self_attn.o_proj,0.0000000201,0.05000,0.749
7,mlp.up_proj,0.0000092888,0.05000,1.355
7,mlp.gate_proj,0.0000111783,0.05000,1.360
7,mlp.down_proj,0.0000001957,0.05000,4.250
8,self_attn.v_proj,0.0000000658,0.05000,2.420
8,self_attn.k_proj,0.0000000936,0.05000,2.438
8,self_attn.q_proj,0.0000006208,0.05000,2.456
8,self_attn.o_proj,0.0000000297,0.05000,0.741
8,mlp.up_proj,0.0000088363,0.05000,1.376
8,mlp.gate_proj,0.0000123492,0.05000,1.387
8,mlp.down_proj,0.0000002615,0.05000,4.274
9,self_attn.v_proj,0.0000000561,0.05000,2.445
9,self_attn.k_proj,0.0000000949,0.05000,2.457
9,self_attn.q_proj,0.0000005419,0.05000,2.473
9,self_attn.o_proj,0.0000000487,0.05000,0.754
9,mlp.up_proj,0.0000078157,0.05000,1.364
9,mlp.gate_proj,0.0000116062,0.05000,1.371
9,mlp.down_proj,0.0000003051,0.05000,4.189
10,self_attn.q_proj,0.0000007660,0.05000,2.538
10,self_attn.v_proj,0.0000000931,0.05000,2.554
10,self_attn.k_proj,0.0000001141,0.05000,2.582
10,self_attn.o_proj,0.0000000494,0.05000,0.754
10,mlp.gate_proj,0.0000087138,0.05000,1.354
10,mlp.up_proj,0.0000057507,0.05000,1.358
10,mlp.down_proj,0.0000003635,0.05000,4.210
11,self_attn.q_proj,0.0000005695,0.05000,2.455
11,self_attn.k_proj,0.0000000838,0.05000,2.469
11,self_attn.v_proj,0.0000000758,0.05000,2.473
11,self_attn.o_proj,0.0000000737,0.05000,0.758
11,mlp.up_proj,0.0000033895,0.05000,1.429
11,mlp.gate_proj,0.0000047200,0.05000,1.434
11,mlp.down_proj,0.0000003966,0.05000,4.243
12,self_attn.v_proj,0.0000000689,0.05000,2.344
12,self_attn.k_proj,0.0000000907,0.05000,2.375
12,self_attn.q_proj,0.0000005998,0.05000,2.376
12,self_attn.o_proj,0.0000000781,0.05000,0.744
12,mlp.up_proj,0.0000036776,0.05000,1.390
12,mlp.gate_proj,0.0000052030,0.05000,1.391
12,mlp.down_proj,0.0000003800,0.05000,4.251
13,self_attn.k_proj,0.0000361445,0.05000,2.470
13,self_attn.q_proj,0.0001988869,0.05000,2.479
13,self_attn.v_proj,0.0000131335,0.05000,2.485
13,self_attn.o_proj,0.0000135128,0.05000,0.745
13,mlp.gate_proj,0.0008288599,0.05000,1.382
13,mlp.up_proj,0.0007943917,0.05000,1.387
13,mlp.down_proj,0.0000983028,0.05000,4.216
14,self_attn.v_proj,0.0000000555,0.05000,2.447
14,self_attn.k_proj,0.0000000836,0.05000,2.523
14,self_attn.q_proj,0.0000005526,0.05000,2.541
14,self_attn.o_proj,0.0000001077,0.05000,0.754
14,mlp.gate_proj,0.0000027660,0.05000,1.384
14,mlp.up_proj,0.0000026624,0.05000,1.388
14,mlp.down_proj,0.0000003076,0.05000,4.218
15,self_attn.k_proj,0.0000000867,0.05000,2.515
15,self_attn.v_proj,0.0000000538,0.05000,2.525
15,self_attn.q_proj,0.0000005570,0.05000,2.528
15,self_attn.o_proj,0.0000000963,0.05000,0.751
15,mlp.gate_proj,0.0000022434,0.05000,1.351
15,mlp.up_proj,0.0000023406,0.05000,1.354
15,mlp.down_proj,0.0000002715,0.05000,4.256
16,self_attn.v_proj,0.0000000568,0.05000,2.429
16,self_attn.k_proj,0.0000000957,0.05000,2.439
16,self_attn.q_proj,0.0000005776,0.05000,2.444
16,self_attn.o_proj,0.0000001003,0.05000,0.751
16,mlp.up_proj,0.0000022801,0.05000,1.354
16,mlp.gate_proj,0.0000023282,0.05000,1.369
16,mlp.down_proj,0.0000002357,0.05000,4.220
17,self_attn.q_proj,0.0000009054,0.05000,2.522
17,self_attn.v_proj,0.0000000854,0.05000,2.539
17,self_attn.k_proj,0.0000001532,0.05000,2.547
17,self_attn.o_proj,0.0000000666,0.05000,0.750
17,mlp.up_proj,0.0000020422,0.05000,1.365
17,mlp.gate_proj,0.0000020144,0.05000,1.378
17,mlp.down_proj,0.0000002270,0.05000,4.209
18,self_attn.q_proj,0.0000005731,0.05000,2.550
18,self_attn.v_proj,0.0000000610,0.05000,2.625
18,self_attn.k_proj,0.0000000831,0.05000,2.640
18,self_attn.o_proj,0.0000000860,0.05000,0.748
18,mlp.up_proj,0.0000019781,0.05000,1.387
18,mlp.gate_proj,0.0000020457,0.05000,1.392
18,mlp.down_proj,0.0000002135,0.05000,4.196
19,self_attn.v_proj,0.0000000631,0.05000,2.677
19,self_attn.q_proj,0.0000006335,0.05000,2.683
19,self_attn.k_proj,0.0000001105,0.05000,2.701
19,self_attn.o_proj,0.0000001114,0.05000,0.759
19,mlp.up_proj,0.0000019969,0.05000,1.361
19,mlp.gate_proj,0.0000019120,0.05000,1.369
19,mlp.down_proj,0.0000002123,0.05000,4.198
20,self_attn.q_proj,0.0000009823,0.05000,2.507
20,self_attn.k_proj,0.0000001125,0.05000,2.513
20,self_attn.v_proj,0.0000001236,0.05000,2.525
20,self_attn.o_proj,0.0000000935,0.05000,0.743
20,mlp.gate_proj,0.0000019580,0.05000,1.357
20,mlp.up_proj,0.0000019916,0.05000,1.363
20,mlp.down_proj,0.0000002291,0.05000,4.209
21,self_attn.v_proj,0.0000000829,0.05000,2.504
21,self_attn.k_proj,0.0000001137,0.05000,2.514
21,self_attn.q_proj,0.0000007184,0.05000,2.522
21,self_attn.o_proj,0.0000001047,0.05000,0.737
21,mlp.up_proj,0.0000019637,0.05000,1.380
21,mlp.gate_proj,0.0000020983,0.05000,1.383
21,mlp.down_proj,0.0000002016,0.05000,4.206
22,self_attn.v_proj,0.0000001125,0.05000,2.485
22,self_attn.q_proj,0.0000008492,0.05000,2.484
22,self_attn.k_proj,0.0000001309,0.05000,2.501
22,self_attn.o_proj,0.0000000925,0.05000,0.743
22,mlp.gate_proj,0.0000021090,0.05000,1.340
22,mlp.up_proj,0.0000020592,0.05000,1.343
22,mlp.down_proj,0.0000002234,0.05000,4.213
23,self_attn.q_proj,0.0000008715,0.05000,2.384
23,self_attn.k_proj,0.0000001256,0.05000,2.441
23,self_attn.v_proj,0.0000000670,0.05000,2.447
23,self_attn.o_proj,0.0000000901,0.05000,0.747
23,mlp.gate_proj,0.0000021141,0.05000,1.354
23,mlp.up_proj,0.0000022042,0.05000,1.364
23,mlp.down_proj,0.0000002550,0.05000,4.255
24,self_attn.q_proj,0.0001880032,0.05000,2.437
24,self_attn.k_proj,0.0000255162,0.05000,2.487
24,self_attn.v_proj,0.0000224003,0.05000,2.494
24,self_attn.o_proj,0.0000325736,0.05000,0.754
24,mlp.gate_proj,0.0006041626,0.05000,1.362
24,mlp.up_proj,0.0006203335,0.05000,1.367
24,mlp.down_proj,0.0000791926,0.05000,4.315
25,self_attn.k_proj,0.0000000866,0.05000,2.411
25,self_attn.v_proj,0.0000001260,0.05000,2.444
25,self_attn.q_proj,0.0000009027,0.05000,2.451
25,self_attn.o_proj,0.0000000853,0.05000,0.754
25,mlp.gate_proj,0.0000023311,0.05000,1.374
25,mlp.up_proj,0.0000023624,0.05000,1.379
25,mlp.down_proj,0.0000003523,0.05000,4.301
26,self_attn.k_proj,0.0000000916,0.05000,2.474
26,self_attn.v_proj,0.0000001193,0.05000,2.494
26,self_attn.q_proj,0.0000007168,0.05000,2.504
26,self_attn.o_proj,0.0000001270,0.05000,0.745
26,mlp.up_proj,0.0000027133,0.05000,1.352
26,mlp.gate_proj,0.0000025628,0.05000,1.356
26,mlp.down_proj,0.0000004770,0.05000,4.249
27,self_attn.v_proj,0.0000001746,0.05000,2.479
27,self_attn.k_proj,0.0000001062,0.05000,2.514
27,self_attn.q_proj,0.0000012390,0.05000,2.537
27,self_attn.o_proj,0.0000001945,0.05000,0.754
27,mlp.up_proj,0.0000029269,0.05000,1.367
27,mlp.gate_proj,0.0000028995,0.05000,1.372
27,mlp.down_proj,0.0000006006,0.05000,4.223
28,self_attn.v_proj,0.0000001665,0.05000,2.396
28,self_attn.k_proj,0.0000000975,0.05000,2.404
28,self_attn.q_proj,0.0000009054,0.05000,2.413
28,self_attn.o_proj,0.0000001827,0.05000,0.765
28,mlp.gate_proj,0.0000033200,0.05000,1.357
28,mlp.up_proj,0.0000033334,0.05000,1.360
28,mlp.down_proj,0.0000007344,0.05000,4.210
29,self_attn.k_proj,0.0000305678,0.05000,2.542
29,self_attn.q_proj,0.0002649824,0.05000,2.574
29,self_attn.v_proj,0.0000443468,0.05000,2.591
29,self_attn.o_proj,0.0000417074,0.05000,0.756
29,mlp.up_proj,0.0011906463,0.05000,1.378
29,mlp.gate_proj,0.0011616761,0.05000,1.384
29,mlp.down_proj,0.0002980117,0.05000,4.286
30,self_attn.q_proj,0.0000012240,0.05000,2.520
30,self_attn.v_proj,0.0000003584,0.05000,2.549
30,self_attn.k_proj,0.0000001048,0.05000,2.563
30,self_attn.o_proj,0.0000001559,0.05000,0.753
30,mlp.up_proj,0.0000055833,0.05000,1.423
30,mlp.gate_proj,0.0000051110,0.05000,1.428
30,mlp.down_proj,0.0000081476,0.05000,4.274
31,self_attn.k_proj,0.0000001408,0.05000,2.504
31,self_attn.q_proj,0.0000014188,0.05000,2.516
31,self_attn.v_proj,0.0000003782,0.05000,2.525
31,self_attn.o_proj,0.0000003638,0.05000,0.748
31,mlp.up_proj,0.0000067382,0.05000,1.376
31,mlp.gate_proj,0.0000058890,0.05000,1.390
31,mlp.down_proj,0.0000033553,0.05000,4.233
32,self_attn.q_proj,0.0000022478,0.05000,2.452
32,self_attn.k_proj,0.0000001967,0.05000,2.457
32,self_attn.v_proj,0.0000009761,0.05000,2.464
32,self_attn.o_proj,0.0000003565,0.05000,0.755
32,mlp.gate_proj,0.0000061484,0.05000,1.382
32,mlp.up_proj,0.0000070169,0.05000,1.385
32,mlp.down_proj,0.0000036669,0.05000,4.195
33,self_attn.k_proj,0.0000001779,0.05000,2.507
33,self_attn.v_proj,0.0000021782,0.05000,2.514
33,self_attn.q_proj,0.0000022511,0.05000,2.517
33,self_attn.o_proj,0.0000004571,0.05000,0.752
33,mlp.gate_proj,0.0000059207,0.05000,1.364
33,mlp.up_proj,0.0000074530,0.05000,1.369
33,mlp.down_proj,0.0000068917,0.05000,4.231
34,self_attn.v_proj,0.0000003427,0.05000,2.650
34,self_attn.q_proj,0.0000009977,0.05000,2.765
34,self_attn.k_proj,0.0000001021,0.05000,2.776
34,self_attn.o_proj,0.0000005056,0.05000,0.760
34,mlp.gate_proj,0.0000066525,0.05000,1.370
34,mlp.up_proj,0.0000077802,0.05000,1.373
34,mlp.down_proj,0.0000052944,0.05000,4.182
35,self_attn.k_proj,0.0000001002,0.05000,2.618
35,self_attn.q_proj,0.0000009525,0.05000,2.639
35,self_attn.v_proj,0.0000003007,0.05000,2.666
35,self_attn.o_proj,0.0000005326,0.05000,0.757
35,mlp.up_proj,0.0000107934,0.05000,1.366
35,mlp.gate_proj,0.0000101982,0.05000,1.372
35,mlp.down_proj,0.0000105537,0.05000,4.231