quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.v_proj,0.0000003109,0.05000,1.370
0,self_attn.q_proj,0.0000009023,0.05000,1.095
0,self_attn.k_proj,0.0000004012,0.05000,1.157
0,self_attn.o_proj,0.0000001841,0.05000,0.853
0,mlp.up_proj,0.0000039506,0.05000,0.783
0,mlp.gate_proj,0.0000078002,0.05000,0.797
0,mlp.down_proj,0.0000001560,0.05000,1.132
1,self_attn.v_proj,0.0000001268,0.05000,1.047
1,self_attn.k_proj,0.0000001332,0.05000,1.117
1,self_attn.q_proj,0.0000003011,0.05000,1.129
1,self_attn.o_proj,0.0000000526,0.05000,0.745
1,mlp.up_proj,0.0000232322,0.05000,0.793
1,mlp.gate_proj,0.0000781867,0.05000,0.805
1,mlp.down_proj,0.0000001876,0.05000,1.130
2,self_attn.k_proj,0.0000002593,0.05000,1.209
2,self_attn.v_proj,0.0000002583,0.05000,1.233
2,self_attn.q_proj,0.0000006157,0.05000,1.236
2,self_attn.o_proj,0.0000001096,0.05000,0.757
2,mlp.gate_proj,0.0000407633,0.05000,0.725
2,mlp.up_proj,0.0000149177,0.05000,0.737
2,mlp.down_proj,0.0005629873,0.05000,1.207
3,self_attn.k_proj,0.0000022016,0.05000,1.281
3,self_attn.q_proj,0.0000045678,0.05000,1.287
3,self_attn.v_proj,0.0000022676,0.05000,1.289
3,self_attn.o_proj,0.0000002321,0.05000,0.742
3,mlp.up_proj,0.0000176299,0.05000,0.673
3,mlp.gate_proj,0.0000446665,0.05000,0.706
3,mlp.down_proj,0.0000005399,0.05000,1.150
4,self_attn.v_proj,0.0000024637,0.05000,1.190
4,self_attn.q_proj,0.0000048056,0.05000,1.245
4,self_attn.k_proj,0.0000022371,0.05000,1.264
4,self_attn.o_proj,0.0000006409,0.05000,0.750
4,mlp.gate_proj,0.0000338714,0.05000,0.737
4,mlp.up_proj,0.0000150340,0.05000,0.763
4,mlp.down_proj,0.0000004408,0.05000,1.137
5,self_attn.k_proj,0.0000031941,0.05000,1.233
5,self_attn.v_proj,0.0000034075,0.05000,1.250
5,self_attn.q_proj,0.0000078732,0.05000,1.258
5,self_attn.o_proj,0.0000002897,0.05000,0.763
5,mlp.gate_proj,0.0000207259,0.05000,0.766
5,mlp.up_proj,0.0000124314,0.05000,0.786
5,mlp.down_proj,0.0000005044,0.05000,1.149
6,self_attn.v_proj,0.0000021380,0.05000,1.016
6,self_attn.q_proj,0.0000048282,0.05000,1.027
6,self_attn.k_proj,0.0000020889,0.05000,1.070
6,self_attn.o_proj,0.0000007117,0.05000,0.769
6,mlp.gate_proj,0.0000225843,0.05000,0.800
6,mlp.up_proj,0.0000143005,0.05000,0.810
6,mlp.down_proj,0.0000006335,0.05000,1.209
7,self_attn.v_proj,0.0000042041,0.05000,1.054
7,self_attn.k_proj,0.0000036301,0.05000,1.109
7,self_attn.q_proj,0.0000089036,0.05000,1.143
7,self_attn.o_proj,0.0000004541,0.05000,0.743
7,mlp.up_proj,0.0000154759,0.05000,0.645
7,mlp.gate_proj,0.0000249142,0.05000,0.658
7,mlp.down_proj,0.0000007252,0.05000,1.215
8,self_attn.v_proj,0.0000045567,0.05000,1.027
8,self_attn.k_proj,0.0000046925,0.05000,1.111
8,self_attn.q_proj,0.0000105670,0.05000,1.117
8,self_attn.o_proj,0.0000007483,0.05000,0.817
8,mlp.gate_proj,0.0000256787,0.05000,0.817
8,mlp.up_proj,0.0000164744,0.05000,0.816
8,mlp.down_proj,0.0000007462,0.05000,1.163
9,self_attn.q_proj,0.0000227217,0.05000,1.112
9,self_attn.k_proj,0.0000091256,0.05000,1.116
9,self_attn.v_proj,0.0000097113,0.05000,1.127
9,self_attn.o_proj,0.0000012330,0.05000,0.789
9,mlp.up_proj,0.0000192108,0.05000,0.686
9,mlp.gate_proj,0.0000304332,0.05000,0.727
9,mlp.down_proj,0.0000010080,0.05000,1.143
10,self_attn.q_proj,0.0000212646,0.05000,1.196
10,self_attn.v_proj,0.0000092167,0.05000,1.230
10,self_attn.k_proj,0.0000088879,0.05000,1.235
10,self_attn.o_proj,0.0000008453,0.05000,0.772
10,mlp.gate_proj,0.0000305974,0.05000,0.678
10,mlp.up_proj,0.0000193792,0.05000,0.706
10,mlp.down_proj,0.0000017456,0.05000,1.147
11,self_attn.q_proj,0.0000482304,0.05000,1.152
11,self_attn.k_proj,0.0000176641,0.05000,1.166
11,self_attn.v_proj,0.0000170822,0.05000,1.187
11,self_attn.o_proj,0.0000039876,0.05000,0.812
11,mlp.up_proj,0.0000166498,0.05000,0.748
11,mlp.gate_proj,0.0000215405,0.05000,0.766
11,mlp.down_proj,0.0000015616,0.05000,1.239
12,self_attn.k_proj,0.0000123774,0.05000,1.164
12,self_attn.v_proj,0.0000131811,0.05000,1.165
12,self_attn.q_proj,0.0000345661,0.05000,1.189
12,self_attn.o_proj,0.0000016069,0.05000,0.812
12,mlp.gate_proj,0.0000186182,0.05000,0.789
12,mlp.up_proj,0.0000152392,0.05000,0.804
12,mlp.down_proj,0.0000019535,0.05000,1.240
13,self_attn.v_proj,0.0000176766,0.05000,1.229
13,self_attn.q_proj,0.0000432059,0.05000,1.238
13,self_attn.k_proj,0.0000150400,0.05000,1.240
13,self_attn.o_proj,0.0000044218,0.05000,0.829
13,mlp.gate_proj,0.0000209368,0.05000,0.720
13,mlp.up_proj,0.0000169902,0.05000,0.761
13,mlp.down_proj,0.0000019087,0.05000,1.201
14,self_attn.k_proj,0.0000196122,0.05000,1.051
14,self_attn.v_proj,0.0000204509,0.05000,1.111
14,self_attn.q_proj,0.0000537520,0.05000,1.123
14,self_attn.o_proj,0.0000023196,0.05000,0.754
14,mlp.up_proj,0.0000169194,0.05000,0.659
14,mlp.gate_proj,0.0000204248,0.05000,0.669
14,mlp.down_proj,0.0000024035,0.05000,1.131
15,self_attn.q_proj,0.0001016872,0.05000,1.187
15,self_attn.k_proj,0.0000315203,0.05000,1.216
15,self_attn.v_proj,0.0000414071,0.05000,1.222
15,self_attn.o_proj,0.0000034049,0.05000,0.748
15,mlp.gate_proj,0.0000248279,0.05000,0.737
15,mlp.up_proj,0.0000212035,0.05000,0.762
15,mlp.down_proj,0.0000031727,0.05000,1.125
16,self_attn.v_proj,0.0000503639,0.05000,1.213
16,self_attn.q_proj,0.0001481956,0.05000,1.217
16,self_attn.k_proj,0.0000496516,0.05000,1.234
16,self_attn.o_proj,0.0000070520,0.05000,0.751
16,mlp.up_proj,0.0000282283,0.05000,0.766
16,mlp.gate_proj,0.0000303624,0.05000,0.782
16,mlp.down_proj,0.0000080868,0.05000,1.145
17,self_attn.q_proj,0.0003941290,0.05000,1.144
17,self_attn.v_proj,0.0001566996,0.05000,1.149
17,self_attn.k_proj,0.0001197921,0.05000,1.183
17,self_attn.o_proj,0.0000113098,0.05000,0.778
17,mlp.up_proj,0.0000453949,0.05000,0.750
17,mlp.gate_proj,0.0000473724,0.05000,0.790
17,mlp.down_proj,0.0000078071,0.05000,1.186
18,self_attn.k_proj,0.0001169356,0.05000,1.116
18,self_attn.q_proj,0.0003876292,0.05000,1.148
18,self_attn.v_proj,0.0001425182,0.05000,1.172
18,self_attn.o_proj,0.0000107651,0.05000,0.735
18,mlp.up_proj,0.0000571764,0.05000,0.780
18,mlp.gate_proj,0.0000587824,0.05000,0.787
18,mlp.down_proj,0.0000141827,0.05000,1.229
19,self_attn.k_proj,0.0001639422,0.05000,1.208
19,self_attn.v_proj,0.0002111269,0.05000,1.250
19,self_attn.q_proj,0.0005905121,0.05000,1.258
19,self_attn.o_proj,0.0000155351,0.05000,0.778
19,mlp.up_proj,0.0000690915,0.05000,0.722
19,mlp.gate_proj,0.0000618267,0.05000,0.744
19,mlp.down_proj,0.0000299620,0.05000,1.155
20,self_attn.q_proj,0.0009659973,0.05000,1.117
20,self_attn.k_proj,0.0002813039,0.05000,1.147
20,self_attn.v_proj,0.0003481653,0.05000,1.176
20,self_attn.o_proj,0.0000241482,0.05000,0.748
20,mlp.gate_proj,0.0000734136,0.05000,0.758
20,mlp.up_proj,0.0000858579,0.05000,0.783
20,mlp.down_proj,0.0000282660,0.05000,1.241
21,self_attn.k_proj,0.0004253489,0.05000,1.104
21,self_attn.v_proj,0.0005330068,0.05000,1.110
21,self_attn.q_proj,0.0013775340,0.05000,1.124
21,self_attn.o_proj,0.0000278336,0.05000,0.774
21,mlp.gate_proj,0.0000810407,0.05000,0.657
21,mlp.up_proj,0.0001050367,0.05000,0.682
21,mlp.down_proj,0.0000429905,0.05000,1.113
22,self_attn.q_proj,0.0019330996,0.05000,1.083
22,self_attn.k_proj,0.0006078479,0.05000,1.106
22,self_attn.v_proj,0.0008003848,0.05000,1.111
22,self_attn.o_proj,0.0000184063,0.05000,0.738
22,mlp.gate_proj,0.0000879157,0.05000,0.658
22,mlp.up_proj,0.0001162049,0.05000,0.696
22,mlp.down_proj,0.0000539103,0.05000,1.239
23,self_attn.v_proj,0.0008948659,0.05000,1.241
23,self_attn.q_proj,0.0019309018,0.05000,1.258
23,self_attn.k_proj,0.0006971491,0.05000,1.264
23,self_attn.o_proj,0.0000309773,0.05000,0.752
23,mlp.gate_proj,0.0000932382,0.05000,0.682
23,mlp.up_proj,0.0001253555,0.05000,0.705
23,mlp.down_proj,0.0000351105,0.05000,1.210
24,self_attn.k_proj,0.0009955094,0.05000,1.084
24,self_attn.v_proj,0.0012167826,0.05000,1.156
24,self_attn.q_proj,0.0032639090,0.05000,1.168
24,self_attn.o_proj,0.0000507511,0.05000,0.748
24,mlp.gate_proj,0.0000872461,0.05000,0.720
24,mlp.up_proj,0.0001224611,0.05000,0.734
24,mlp.down_proj,0.0000617926,0.05000,1.213
25,self_attn.v_proj,0.0016807246,0.05000,1.137
25,self_attn.k_proj,0.0009900553,0.05000,1.162
25,self_attn.q_proj,0.0038033783,0.05000,1.175
25,self_attn.o_proj,0.0000621992,0.05000,0.769
25,mlp.up_proj,0.0001295126,0.05000,0.625
25,mlp.gate_proj,0.0000873002,0.05000,0.629
25,mlp.down_proj,0.0000822279,0.05000,1.196
26,self_attn.v_proj,0.0016285805,0.05000,1.178
26,self_attn.k_proj,0.0010357921,0.05000,1.217
26,self_attn.q_proj,0.0048038255,0.05000,1.224
26,self_attn.o_proj,0.0000872400,0.05000,0.750
26,mlp.gate_proj,0.0001130300,0.05000,0.808
26,mlp.up_proj,0.0001643867,0.05000,0.817
26,mlp.down_proj,0.0002912967,0.05000,1.126
27,self_attn.q_proj,0.0021020752,0.05000,1.244
27,self_attn.v_proj,0.0011721282,0.05000,1.264
27,self_attn.k_proj,0.0009209189,0.05000,1.266
27,self_attn.o_proj,0.0000383862,0.05000,0.744
27,mlp.up_proj,0.0006354488,0.05000,0.832
27,mlp.gate_proj,0.0005814799,0.05000,0.837
27,mlp.down_proj,0.0010889856,0.05000,1.237