quant_log.csv

layer,module,loss,damp,time
0,self_attn.k_proj,0.92654,0.05000,0.383
0,self_attn.v_proj,0.01888,0.05000,0.240
0,self_attn.q_proj,5.94556,0.05000,0.247
0,self_attn.o_proj,0.00328,0.05000,0.243
0,mlp.up_proj,83.26855,0.05000,0.262
0,mlp.gate_proj,136.41730,0.05000,0.263
0,mlp.down_proj,1.34092,0.05000,1.380
1,self_attn.k_proj,8.95209,0.05000,0.241
1,self_attn.v_proj,0.85154,0.05000,0.238
1,self_attn.q_proj,31.03757,0.05000,0.245
1,self_attn.o_proj,0.58207,0.05000,0.239
1,mlp.up_proj,95.90676,0.05000,0.259
1,mlp.gate_proj,183.64766,0.05000,0.261
1,mlp.down_proj,1.14676,0.05000,1.345
2,self_attn.k_proj,17.36003,0.05000,0.242
2,self_attn.v_proj,2.11829,0.05000,0.246
2,self_attn.q_proj,59.42081,0.05000,0.248
2,self_attn.o_proj,0.41101,0.05000,0.252
2,mlp.up_proj,138.37152,0.05000,0.267
2,mlp.gate_proj,258.27576,0.05000,0.265
2,mlp.down_proj,87.07992,0.05000,1.390
3,self_attn.k_proj,21.04375,0.05000,0.240
3,self_attn.v_proj,4.92936,0.05000,0.245
3,self_attn.q_proj,83.55756,0.05000,0.250
3,self_attn.o_proj,0.64188,0.05000,0.250
3,mlp.up_proj,334.65601,0.05000,0.267
3,mlp.gate_proj,592.50232,0.05000,0.276
3,mlp.down_proj,152.53775,0.05000,1.373
4,self_attn.k_proj,12.77439,0.05000,0.239
4,self_attn.v_proj,5.69861,0.05000,0.240
4,self_attn.q_proj,61.66964,0.05000,0.244
4,self_attn.o_proj,1.54178,0.05000,0.243
4,mlp.up_proj,202.40878,0.05000,0.260
4,mlp.gate_proj,317.82367,0.05000,0.263
4,mlp.down_proj,2.41736,0.05000,1.319
5,self_attn.k_proj,14.18274,0.05000,0.238
5,self_attn.v_proj,6.86500,0.05000,0.241
5,self_attn.q_proj,69.48232,0.05000,0.253
5,self_attn.o_proj,0.91597,0.05000,0.254
5,mlp.up_proj,250.59880,0.05000,0.259
5,mlp.gate_proj,503.84485,0.05000,0.279
5,mlp.down_proj,2.38952,0.05000,1.385
6,self_attn.k_proj,13.24366,0.05000,0.249
6,self_attn.v_proj,3.92612,0.05000,0.244
6,self_attn.q_proj,57.82330,0.05000,0.256
6,self_attn.o_proj,0.82199,0.05000,0.248
6,mlp.up_proj,202.01077,0.05000,0.260
6,mlp.gate_proj,291.08887,0.05000,0.263
6,mlp.down_proj,2.34200,0.05000,1.317
7,self_attn.k_proj,20.47707,0.05000,0.236
7,self_attn.v_proj,6.82208,0.05000,0.244
7,self_attn.q_proj,83.89909,0.05000,0.245
7,self_attn.o_proj,1.38920,0.05000,0.239
7,mlp.up_proj,215.59988,0.05000,0.260
7,mlp.gate_proj,279.67908,0.05000,0.263
7,mlp.down_proj,2.72322,0.05000,1.318
8,self_attn.k_proj,15.35229,0.05000,0.240
8,self_attn.v_proj,5.31779,0.05000,0.242
8,self_attn.q_proj,72.20273,0.05000,0.243
8,self_attn.o_proj,2.27721,0.05000,0.250
8,mlp.up_proj,190.38971,0.05000,0.262
8,mlp.gate_proj,251.40579,0.05000,0.269
8,mlp.down_proj,1.84644,0.05000,1.402
9,self_attn.k_proj,46.89391,0.05000,0.242
9,self_attn.v_proj,12.24958,0.05000,0.245
9,self_attn.q_proj,185.18671,0.05000,0.245
9,self_attn.o_proj,1.13563,0.05000,0.239
9,mlp.up_proj,186.08925,0.05000,0.258
9,mlp.gate_proj,219.94760,0.05000,0.280
9,mlp.down_proj,1.89974,0.05000,1.314
10,self_attn.k_proj,12.25381,0.05000,0.236
10,self_attn.v_proj,8.53600,0.05000,0.240
10,self_attn.q_proj,61.72304,0.05000,0.244
10,self_attn.o_proj,2.15923,0.05000,0.244
10,mlp.up_proj,153.92357,0.05000,0.263
10,mlp.gate_proj,200.48236,0.05000,0.261
10,mlp.down_proj,1.46866,0.05000,1.325
11,self_attn.k_proj,47.32881,0.05000,0.236
11,self_attn.v_proj,12.32052,0.05000,0.236
11,self_attn.q_proj,172.02649,0.05000,0.241
11,self_attn.o_proj,0.99634,0.05000,0.240
11,mlp.up_proj,166.91438,0.05000,0.258
11,mlp.gate_proj,183.99411,0.05000,0.271
11,mlp.down_proj,2.20383,0.05000,1.308
12,self_attn.k_proj,10.70629,0.05000,0.234
12,self_attn.v_proj,6.82535,0.05000,0.237
12,self_attn.q_proj,58.90049,0.05000,0.240
12,self_attn.o_proj,2.06957,0.05000,0.240
12,mlp.up_proj,151.14467,0.05000,0.259
12,mlp.gate_proj,168.46320,0.05000,0.273
12,mlp.down_proj,1.57911,0.05000,1.320
13,self_attn.k_proj,20.42959,0.05000,0.237
13,self_attn.v_proj,8.33975,0.05000,0.237
13,self_attn.q_proj,100.85551,0.05000,0.243
13,self_attn.o_proj,1.29940,0.05000,0.243
13,mlp.up_proj,167.68123,0.05000,0.257
13,mlp.gate_proj,170.36960,0.05000,0.267
13,mlp.down_proj,1.88119,0.05000,1.320
14,self_attn.k_proj,12.73074,0.05000,0.240
14,self_attn.v_proj,11.76164,0.05000,0.237
14,self_attn.q_proj,77.89767,0.05000,0.240
14,self_attn.o_proj,3.52199,0.05000,0.241
14,mlp.up_proj,163.05870,0.05000,0.254
14,mlp.gate_proj,184.55475,0.05000,0.260
14,mlp.down_proj,2.35992,0.05000,1.309
15,self_attn.k_proj,13.67384,0.05000,0.233
15,self_attn.v_proj,9.17948,0.05000,0.236
15,self_attn.q_proj,67.20424,0.05000,0.241
15,self_attn.o_proj,2.04910,0.05000,0.239
15,mlp.up_proj,210.13235,0.05000,0.274
15,mlp.gate_proj,220.19116,0.05000,0.269
15,mlp.down_proj,3.57103,0.05000,1.396
16,self_attn.k_proj,29.70275,0.05000,0.244
16,self_attn.v_proj,24.40463,0.05000,0.251
16,self_attn.q_proj,166.54938,0.05000,0.241
16,self_attn.o_proj,1.16431,0.05000,0.251
16,mlp.up_proj,267.70422,0.05000,0.272
16,mlp.gate_proj,344.47858,0.05000,0.266
16,mlp.down_proj,7.87296,0.05000,1.311
17,self_attn.k_proj,15.50768,0.05000,0.233
17,self_attn.v_proj,14.58982,0.05000,0.236
17,self_attn.q_proj,101.04700,0.05000,0.241
17,self_attn.o_proj,1.79011,0.05000,0.240
17,mlp.up_proj,316.87897,0.05000,0.268
17,mlp.gate_proj,487.06854,0.05000,0.274
17,mlp.down_proj,5.82991,0.05000,1.393
18,self_attn.k_proj,16.92690,0.05000,0.250
18,self_attn.v_proj,14.79226,0.05000,0.245
18,self_attn.q_proj,90.39028,0.05000,0.245
18,self_attn.o_proj,2.17428,0.05000,0.245
18,mlp.up_proj,308.24667,0.05000,0.257
18,mlp.gate_proj,386.23010,0.05000,0.265
18,mlp.down_proj,5.66360,0.05000,1.328
19,self_attn.k_proj,15.91953,0.05000,0.239
19,self_attn.v_proj,15.05818,0.05000,0.239
19,self_attn.q_proj,97.57352,0.05000,0.242
19,self_attn.o_proj,2.65458,0.05000,0.240
19,mlp.up_proj,457.87988,0.05000,0.259
19,mlp.gate_proj,545.14697,0.05000,0.265
19,mlp.down_proj,13.83433,0.05000,1.321
20,self_attn.k_proj,21.35356,0.05000,0.237
20,self_attn.v_proj,44.00055,0.05000,0.240
20,self_attn.q_proj,143.75569,0.05000,0.246
20,self_attn.o_proj,5.11928,0.05000,0.246
20,mlp.up_proj,495.64117,0.05000,0.258
20,mlp.gate_proj,540.19043,0.05000,0.268
20,mlp.down_proj,19.63391,0.05000,1.315
21,self_attn.k_proj,23.84112,0.05000,0.238
21,self_attn.v_proj,72.92213,0.05000,0.239
21,self_attn.q_proj,177.69803,0.05000,0.242
21,self_attn.o_proj,12.85544,0.05000,0.241
21,mlp.up_proj,554.14130,0.05000,0.257
21,mlp.gate_proj,570.48572,0.05000,0.268
21,mlp.down_proj,196.02072,0.05000,1.320
22,self_attn.k_proj,22.17667,0.05000,0.237
22,self_attn.v_proj,66.65771,0.05000,0.239
22,self_attn.q_proj,167.72662,0.05000,0.245
22,self_attn.o_proj,2.24238,0.05000,0.242
22,mlp.up_proj,406.67615,0.05000,0.259
22,mlp.gate_proj,387.07877,0.05000,0.265
22,mlp.down_proj,31.63613,0.05000,1.329
23,self_attn.k_proj,27.19038,0.05000,0.237
23,self_attn.v_proj,55.59654,0.05000,0.240
23,self_attn.q_proj,218.93060,0.05000,0.243
23,self_attn.o_proj,13.96109,0.05000,0.238
23,mlp.up_proj,507.27164,0.05000,0.255
23,mlp.gate_proj,520.63934,0.05000,0.262
23,mlp.down_proj,124.49292,0.05000,1.328