quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.v_proj,0.0000000085,0.05000,2.499
0,self_attn.q_proj,0.0000003401,0.05000,2.506
0,self_attn.k_proj,0.0000000715,0.05000,2.508
0,self_attn.o_proj,0.0000000277,0.05000,0.743
0,mlp.gate_proj,0.0000003923,0.05000,1.322
0,mlp.up_proj,0.0000003028,0.05000,1.327
0,mlp.down_proj,0.0000000544,0.05000,4.242
1,self_attn.v_proj,0.0000000033,0.05000,2.483
1,self_attn.k_proj,0.0000000173,0.05000,2.489
1,self_attn.q_proj,0.0000000622,0.05000,2.510
1,self_attn.o_proj,0.0000000095,0.05000,0.751
1,mlp.gate_proj,0.0000222209,0.05000,1.360
1,mlp.up_proj,0.0000169856,0.05000,1.362
1,mlp.down_proj,0.0000000056,0.05000,4.237
2,self_attn.q_proj,0.0000000956,0.05000,2.469
2,self_attn.v_proj,0.0000000054,0.05000,2.479
2,self_attn.k_proj,0.0000000210,0.05000,2.491
2,self_attn.o_proj,0.0000000061,0.05000,0.737
2,mlp.gate_proj,0.0000048486,0.05000,1.341
2,mlp.up_proj,0.0000049113,0.05000,1.345
2,mlp.down_proj,0.0000085108,0.05000,4.254
3,self_attn.q_proj,0.0000004073,0.05000,2.481
3,self_attn.k_proj,0.0000000878,0.05000,2.510
3,self_attn.v_proj,0.0000000161,0.05000,2.516
3,self_attn.o_proj,0.0000000094,0.05000,0.749
3,mlp.up_proj,0.0000058005,0.05000,1.352
3,mlp.gate_proj,0.0000064317,0.05000,1.359
3,mlp.down_proj,0.0000001039,0.05000,4.281
4,self_attn.k_proj,0.0000187172,0.05000,2.382
4,self_attn.q_proj,0.0000959323,0.05000,2.390
4,self_attn.v_proj,0.0000064129,0.05000,2.408
4,self_attn.o_proj,0.0000053439,0.05000,0.765
4,mlp.up_proj,0.0013105773,0.05000,1.337
4,mlp.gate_proj,0.0017679583,0.05000,1.337
4,mlp.down_proj,0.0000160065,0.05000,4.241
5,self_attn.v_proj,0.0000164499,0.05000,2.488
5,self_attn.q_proj,0.0002037998,0.05000,2.516
5,self_attn.k_proj,0.0000362469,0.05000,2.522
5,self_attn.o_proj,0.0000034657,0.05000,0.749
5,mlp.gate_proj,0.0024380072,0.05000,1.371
5,mlp.up_proj,0.0020617547,0.05000,1.375
5,mlp.down_proj,0.0000293610,0.05000,4.193
6,self_attn.q_proj,0.0000004554,0.05000,2.422
6,self_attn.k_proj,0.0000000725,0.05000,2.462
6,self_attn.v_proj,0.0000000506,0.05000,2.476
6,self_attn.o_proj,0.0000000303,0.05000,0.751
6,mlp.up_proj,0.0000094722,0.05000,1.373
6,mlp.gate_proj,0.0000109800,0.05000,1.376
6,mlp.down_proj,0.0000001408,0.05000,4.287
7,self_attn.q_proj,0.0001760753,0.05000,2.410
7,self_attn.k_proj,0.0000278523,0.05000,2.422
7,self_attn.v_proj,0.0000177654,0.05000,2.430
7,self_attn.o_proj,0.0000057125,0.05000,0.748
7,mlp.up_proj,0.0026567668,0.05000,1.384
7,mlp.gate_proj,0.0032646559,0.05000,1.394
7,mlp.down_proj,0.0000566328,0.05000,4.200
8,self_attn.v_proj,0.0000000660,0.05000,2.384
8,self_attn.q_proj,0.0000006230,0.05000,2.389
8,self_attn.k_proj,0.0000000940,0.05000,2.421
8,self_attn.o_proj,0.0000000298,0.05000,0.757
8,mlp.gate_proj,0.0000123745,0.05000,1.376
8,mlp.up_proj,0.0000088540,0.05000,1.381
8,mlp.down_proj,0.0000002613,0.05000,4.221
9,self_attn.v_proj,0.0000000562,0.05000,2.470
9,self_attn.k_proj,0.0000000951,0.05000,2.477
9,self_attn.q_proj,0.0000005431,0.05000,2.501
9,self_attn.o_proj,0.0000000489,0.05000,0.751
9,mlp.gate_proj,0.0000116203,0.05000,1.342
9,mlp.up_proj,0.0000078252,0.05000,1.344
9,mlp.down_proj,0.0000003043,0.05000,4.181
10,self_attn.v_proj,0.0000000932,0.05000,2.555
10,self_attn.k_proj,0.0000001140,0.05000,2.586
10,self_attn.q_proj,0.0000007667,0.05000,2.590
10,self_attn.o_proj,0.0000000496,0.05000,0.770
10,mlp.gate_proj,0.0000087202,0.05000,1.349
10,mlp.up_proj,0.0000057541,0.05000,1.354
10,mlp.down_proj,0.0000003632,0.05000,4.242
11,self_attn.v_proj,0.0000000759,0.05000,2.630
11,self_attn.q_proj,0.0000005705,0.05000,2.654
11,self_attn.k_proj,0.0000000839,0.05000,2.669
11,self_attn.o_proj,0.0000000737,0.05000,0.750
11,mlp.gate_proj,0.0000047226,0.05000,1.358
11,mlp.up_proj,0.0000033912,0.05000,1.362
11,mlp.down_proj,0.0000003967,0.05000,4.218
12,self_attn.v_proj,0.0000000690,0.05000,2.519
12,self_attn.k_proj,0.0000000907,0.05000,2.537
12,self_attn.q_proj,0.0000006007,0.05000,2.552
12,self_attn.o_proj,0.0000000782,0.05000,0.745
12,mlp.gate_proj,0.0000052067,0.05000,1.358
12,mlp.up_proj,0.0000036801,0.05000,1.363
12,mlp.down_proj,0.0000003800,0.05000,4.231
13,self_attn.k_proj,0.0000361680,0.05000,2.591
13,self_attn.q_proj,0.0001995003,0.05000,2.634
13,self_attn.v_proj,0.0000131416,0.05000,2.640
13,self_attn.o_proj,0.0000135469,0.05000,0.751
13,mlp.up_proj,0.0007942385,0.05000,1.379
13,mlp.gate_proj,0.0008285486,0.05000,1.388
13,mlp.down_proj,0.0000981101,0.05000,4.206
14,self_attn.k_proj,0.0000000836,0.05000,2.554
14,self_attn.q_proj,0.0000005530,0.05000,2.579
14,self_attn.v_proj,0.0000000556,0.05000,2.585
14,self_attn.o_proj,0.0000001078,0.05000,0.753
14,mlp.up_proj,0.0000026623,0.05000,1.337
14,mlp.gate_proj,0.0000027652,0.05000,1.350
14,mlp.down_proj,0.0000003071,0.05000,4.240
15,self_attn.v_proj,0.0000000539,0.05000,2.473
15,self_attn.q_proj,0.0000005573,0.05000,2.478
15,self_attn.k_proj,0.0000000866,0.05000,2.480
15,self_attn.o_proj,0.0000000966,0.05000,0.766
15,mlp.gate_proj,0.0000022427,0.05000,1.350
15,mlp.up_proj,0.0000023399,0.05000,1.355
15,mlp.down_proj,0.0000002715,0.05000,4.260
16,self_attn.q_proj,0.0001676437,0.05000,2.371
16,self_attn.v_proj,0.0000162746,0.05000,2.390
16,self_attn.k_proj,0.0000276929,0.05000,2.397
16,self_attn.o_proj,0.0000294759,0.05000,0.758
16,mlp.gate_proj,0.0006744311,0.05000,1.361
16,mlp.up_proj,0.0006608038,0.05000,1.371
16,mlp.down_proj,0.0000690996,0.05000,4.304
17,self_attn.k_proj,0.0000001542,0.05000,2.555
17,self_attn.q_proj,0.0000009098,0.05000,2.564
17,self_attn.v_proj,0.0000000860,0.05000,2.593
17,self_attn.o_proj,0.0000000673,0.05000,0.742
17,mlp.up_proj,0.0000020564,0.05000,1.364
17,mlp.gate_proj,0.0000020284,0.05000,1.365
17,mlp.down_proj,0.0000002287,0.05000,4.246
18,self_attn.v_proj,0.0000000613,0.05000,2.463
18,self_attn.q_proj,0.0000005767,0.05000,2.462
18,self_attn.k_proj,0.0000000836,0.05000,2.475
18,self_attn.o_proj,0.0000000865,0.05000,0.766
18,mlp.up_proj,0.0000019892,0.05000,1.361
18,mlp.gate_proj,0.0000020570,0.05000,1.369
18,mlp.down_proj,0.0000002146,0.05000,4.306
19,self_attn.q_proj,0.0000006371,0.05000,2.512
19,self_attn.v_proj,0.0000000634,0.05000,2.527
19,self_attn.k_proj,0.0000001108,0.05000,2.533
19,self_attn.o_proj,0.0000001121,0.05000,0.746
19,mlp.gate_proj,0.0000019210,0.05000,1.364
19,mlp.up_proj,0.0000020055,0.05000,1.369
19,mlp.down_proj,0.0000002133,0.05000,4.201
20,self_attn.k_proj,0.0000001130,0.05000,2.380
20,self_attn.q_proj,0.0000009866,0.05000,2.417
20,self_attn.v_proj,0.0000001241,0.05000,2.422
20,self_attn.o_proj,0.0000000941,0.05000,0.751
20,mlp.gate_proj,0.0000019665,0.05000,1.350
20,mlp.up_proj,0.0000019998,0.05000,1.355
20,mlp.down_proj,0.0000002300,0.05000,4.280
21,self_attn.v_proj,0.0000000834,0.05000,2.548
21,self_attn.k_proj,0.0000001145,0.05000,2.595
21,self_attn.q_proj,0.0000007214,0.05000,2.606
21,self_attn.o_proj,0.0000001060,0.05000,0.770
21,mlp.up_proj,0.0000019678,0.05000,1.388
21,mlp.gate_proj,0.0000021021,0.05000,1.392
21,mlp.down_proj,0.0000002017,0.05000,4.230
22,self_attn.v_proj,0.0000320336,0.05000,2.473
22,self_attn.q_proj,0.0002469760,0.05000,2.488
22,self_attn.k_proj,0.0000380821,0.05000,2.497
22,self_attn.o_proj,0.0000279594,0.05000,0.758
22,mlp.gate_proj,0.0006105048,0.05000,1.384
22,mlp.up_proj,0.0005966521,0.05000,1.390
22,mlp.down_proj,0.0000650289,0.05000,4.249
23,self_attn.v_proj,0.0000000674,0.05000,2.445
23,self_attn.k_proj,0.0000001263,0.05000,2.491
23,self_attn.q_proj,0.0000008772,0.05000,2.498
23,self_attn.o_proj,0.0000000902,0.05000,0.752
23,mlp.up_proj,0.0000022178,0.05000,1.404
23,mlp.gate_proj,0.0000021279,0.05000,1.410
23,mlp.down_proj,0.0000002565,0.05000,4.249
24,self_attn.v_proj,0.0000224701,0.05000,2.336
24,self_attn.k_proj,0.0000256526,0.05000,2.340
24,self_attn.q_proj,0.0001890992,0.05000,2.348
24,self_attn.o_proj,0.0000328178,0.05000,0.760
24,mlp.gate_proj,0.0006073164,0.05000,1.381
24,mlp.up_proj,0.0006237665,0.05000,1.390
24,mlp.down_proj,0.0000798095,0.05000,4.219
25,self_attn.v_proj,0.0000001261,0.05000,2.476
25,self_attn.k_proj,0.0000000869,0.05000,2.492
25,self_attn.q_proj,0.0000009063,0.05000,2.513
25,self_attn.o_proj,0.0000000863,0.05000,0.786
25,mlp.up_proj,0.0000023707,0.05000,1.362
25,mlp.gate_proj,0.0000023394,0.05000,1.371
25,mlp.down_proj,0.0000003536,0.05000,4.257
26,self_attn.k_proj,0.0000267902,0.05000,2.723
26,self_attn.v_proj,0.0000346260,0.05000,2.743
26,self_attn.q_proj,0.0002087079,0.05000,2.770
26,self_attn.o_proj,0.0000374781,0.05000,0.758
26,mlp.gate_proj,0.0007423891,0.05000,1.343
26,mlp.up_proj,0.0007881456,0.05000,1.347
26,mlp.down_proj,0.0001396396,0.05000,4.212
27,self_attn.k_proj,0.0000001067,0.05000,2.623
27,self_attn.v_proj,0.0000001766,0.05000,2.673
27,self_attn.q_proj,0.0000012480,0.05000,2.698
27,self_attn.o_proj,0.0000001959,0.05000,0.756
27,mlp.up_proj,0.0000029441,0.05000,1.377
27,mlp.gate_proj,0.0000029157,0.05000,1.382
27,mlp.down_proj,0.0000006032,0.05000,4.258
28,self_attn.v_proj,0.0000473291,0.05000,2.467
28,self_attn.k_proj,0.0000284646,0.05000,2.475
28,self_attn.q_proj,0.0002644169,0.05000,2.497
28,self_attn.o_proj,0.0000534566,0.05000,0.749
28,mlp.gate_proj,0.0009634670,0.05000,1.345
28,mlp.up_proj,0.0009686252,0.05000,1.350
28,mlp.down_proj,0.0002141817,0.05000,4.200
29,self_attn.v_proj,0.0000444986,0.05000,2.577
29,self_attn.k_proj,0.0000307635,0.05000,2.588
29,self_attn.q_proj,0.0002663389,0.05000,2.599
29,self_attn.o_proj,0.0000424056,0.05000,0.752
29,mlp.gate_proj,0.0011668274,0.05000,1.362
29,mlp.up_proj,0.0011953835,0.05000,1.365
29,mlp.down_proj,0.0002982608,0.05000,4.231
30,self_attn.q_proj,0.0000012274,0.05000,2.437
30,self_attn.k_proj,0.0000001052,0.05000,2.452
30,self_attn.v_proj,0.0000003586,0.05000,2.453
30,self_attn.o_proj,0.0000001560,0.05000,0.756
30,mlp.gate_proj,0.0000051271,0.05000,1.339
30,mlp.up_proj,0.0000056004,0.05000,1.346
30,mlp.down_proj,0.0000080519,0.05000,4.242
31,self_attn.v_proj,0.0000003798,0.05000,2.458
31,self_attn.k_proj,0.0000001412,0.05000,2.466
31,self_attn.q_proj,0.0000014251,0.05000,2.478
31,self_attn.o_proj,0.0000003600,0.05000,0.751
31,mlp.up_proj,0.0000067604,0.05000,1.359
31,mlp.gate_proj,0.0000059077,0.05000,1.364
31,mlp.down_proj,0.0000033549,0.05000,4.242
32,self_attn.v_proj,0.0000009778,0.05000,2.392
32,self_attn.q_proj,0.0000022483,0.05000,2.408
32,self_attn.k_proj,0.0000001966,0.05000,2.422
32,self_attn.o_proj,0.0000003576,0.05000,0.755
32,mlp.gate_proj,0.0000061421,0.05000,1.355
32,mlp.up_proj,0.0000070083,0.05000,1.360
32,mlp.down_proj,0.0000036502,0.05000,4.249
33,self_attn.k_proj,0.0000001775,0.05000,2.490
33,self_attn.v_proj,0.0000021774,0.05000,2.549
33,self_attn.q_proj,0.0000022492,0.05000,2.551
33,self_attn.o_proj,0.0000004517,0.05000,0.749
33,mlp.up_proj,0.0000074347,0.05000,1.371
33,mlp.gate_proj,0.0000059079,0.05000,1.378
33,mlp.down_proj,0.0000068711,0.05000,4.238
34,self_attn.v_proj,0.0000003419,0.05000,2.529
34,self_attn.k_proj,0.0000001017,0.05000,2.561
34,self_attn.q_proj,0.0000009959,0.05000,2.571
34,self_attn.o_proj,0.0000005017,0.05000,0.751
34,mlp.up_proj,0.0000077549,0.05000,1.376
34,mlp.gate_proj,0.0000066303,0.05000,1.379
34,mlp.down_proj,0.0000052670,0.05000,4.235
35,self_attn.k_proj,0.0000001000,0.05000,2.504
35,self_attn.q_proj,0.0000009493,0.05000,2.536
35,self_attn.v_proj,0.0000002995,0.05000,2.552
35,self_attn.o_proj,0.0000005288,0.05000,0.770
35,mlp.gate_proj,0.0000101551,0.05000,1.356
35,mlp.up_proj,0.0000107530,0.05000,1.361
35,mlp.down_proj,0.0000105331,0.05000,4.218