Delete quant_log.csv
Browse files- quant_log.csv +0 -253
quant_log.csv
DELETED
@@ -1,253 +0,0 @@
|
|
1 |
-
layer,module,loss,damp,time
|
2 |
-
0,self_attn.k_proj,24.83903,0.10000,0.843
|
3 |
-
0,self_attn.v_proj,3.81108,0.10000,0.838
|
4 |
-
0,self_attn.q_proj,128.54844,0.10000,0.852
|
5 |
-
0,self_attn.o_proj,2.10881,0.10000,0.847
|
6 |
-
0,mlp.up_proj,100.77310,0.10000,0.892
|
7 |
-
0,mlp.gate_proj,127.25332,0.10000,0.897
|
8 |
-
0,mlp.down_proj,16.19182,0.10000,4.801
|
9 |
-
1,self_attn.k_proj,8.20036,0.10000,0.847
|
10 |
-
1,self_attn.v_proj,1.61279,0.10000,0.848
|
11 |
-
1,self_attn.q_proj,29.95984,0.10000,0.866
|
12 |
-
1,self_attn.o_proj,1.78946,0.10000,0.901
|
13 |
-
1,mlp.up_proj,10165.65192,0.10000,0.906
|
14 |
-
1,mlp.gate_proj,13166.80513,0.10000,0.901
|
15 |
-
1,mlp.down_proj,1.07076,0.10000,4.851
|
16 |
-
2,self_attn.k_proj,7.78844,0.10000,0.842
|
17 |
-
2,self_attn.v_proj,1.92078,0.10000,0.844
|
18 |
-
2,self_attn.q_proj,35.28019,0.10000,0.855
|
19 |
-
2,self_attn.o_proj,1.24437,0.10000,0.852
|
20 |
-
2,mlp.up_proj,2470.18301,0.10000,0.899
|
21 |
-
2,mlp.gate_proj,2290.62628,0.10000,0.899
|
22 |
-
2,mlp.down_proj,244.02252,0.10000,4.819
|
23 |
-
3,self_attn.k_proj,22.89211,0.10000,0.851
|
24 |
-
3,self_attn.v_proj,4.91427,0.10000,0.852
|
25 |
-
3,self_attn.q_proj,105.23157,0.10000,0.859
|
26 |
-
3,self_attn.o_proj,1.59546,0.10000,0.874
|
27 |
-
3,mlp.up_proj,2088.06699,0.10000,0.920
|
28 |
-
3,mlp.gate_proj,2103.94856,0.10000,0.910
|
29 |
-
3,mlp.down_proj,19.02342,0.10000,4.834
|
30 |
-
4,self_attn.k_proj,18.72483,0.10000,0.846
|
31 |
-
4,self_attn.v_proj,5.88361,0.10000,0.840
|
32 |
-
4,self_attn.q_proj,89.70197,0.10000,0.852
|
33 |
-
4,self_attn.o_proj,3.63549,0.10000,0.852
|
34 |
-
4,mlp.up_proj,1655.85657,0.10000,0.897
|
35 |
-
4,mlp.gate_proj,2085.91538,0.10000,0.896
|
36 |
-
4,mlp.down_proj,9.42999,0.10000,4.818
|
37 |
-
5,self_attn.k_proj,28.67266,0.10000,0.848
|
38 |
-
5,self_attn.v_proj,11.47020,0.10000,0.840
|
39 |
-
5,self_attn.q_proj,153.50000,0.10000,0.858
|
40 |
-
5,self_attn.o_proj,4.67206,0.10000,0.854
|
41 |
-
5,mlp.up_proj,2702.47212,0.10000,0.923
|
42 |
-
5,mlp.gate_proj,3203.09359,0.10000,0.921
|
43 |
-
5,mlp.down_proj,19.66682,0.10000,4.812
|
44 |
-
6,self_attn.k_proj,20.16864,0.10000,0.860
|
45 |
-
6,self_attn.v_proj,12.94484,0.10000,0.853
|
46 |
-
6,self_attn.q_proj,123.28695,0.10000,0.851
|
47 |
-
6,self_attn.o_proj,7.93740,0.10000,0.851
|
48 |
-
6,mlp.up_proj,3216.67436,0.10000,0.910
|
49 |
-
6,mlp.gate_proj,3933.01474,0.10000,0.899
|
50 |
-
6,mlp.down_proj,24.62265,0.10000,4.811
|
51 |
-
7,self_attn.k_proj,26.02061,0.10000,0.848
|
52 |
-
7,self_attn.v_proj,14.23182,0.10000,0.837
|
53 |
-
7,self_attn.q_proj,151.87713,0.10000,0.860
|
54 |
-
7,self_attn.o_proj,5.77019,0.10000,0.861
|
55 |
-
7,mlp.up_proj,2620.39936,0.10000,0.912
|
56 |
-
7,mlp.gate_proj,3281.85513,0.10000,0.911
|
57 |
-
7,mlp.down_proj,31.73279,0.10000,4.813
|
58 |
-
8,self_attn.k_proj,24.38100,0.10000,0.844
|
59 |
-
8,self_attn.v_proj,15.63451,0.10000,0.844
|
60 |
-
8,self_attn.q_proj,156.67457,0.10000,0.855
|
61 |
-
8,self_attn.o_proj,5.17390,0.10000,0.859
|
62 |
-
8,mlp.up_proj,2677.86955,0.10000,0.903
|
63 |
-
8,mlp.gate_proj,3816.05705,0.10000,0.899
|
64 |
-
8,mlp.down_proj,37.57000,0.10000,4.835
|
65 |
-
9,self_attn.k_proj,26.13946,0.10000,0.844
|
66 |
-
9,self_attn.v_proj,14.18505,0.10000,0.840
|
67 |
-
9,self_attn.q_proj,147.75867,0.10000,0.855
|
68 |
-
9,self_attn.o_proj,5.29003,0.10000,0.856
|
69 |
-
9,mlp.up_proj,2327.04728,0.10000,0.908
|
70 |
-
9,mlp.gate_proj,3634.60705,0.10000,0.898
|
71 |
-
9,mlp.down_proj,51.15143,0.10000,4.794
|
72 |
-
10,self_attn.k_proj,28.52876,0.10000,0.848
|
73 |
-
10,self_attn.v_proj,19.50285,0.10000,0.840
|
74 |
-
10,self_attn.q_proj,185.49730,0.10000,0.855
|
75 |
-
10,self_attn.o_proj,9.79378,0.10000,0.858
|
76 |
-
10,mlp.up_proj,1535.21218,0.10000,0.907
|
77 |
-
10,mlp.gate_proj,2459.32917,0.10000,0.898
|
78 |
-
10,mlp.down_proj,65.11133,0.10000,4.836
|
79 |
-
11,self_attn.k_proj,23.21211,0.10000,0.847
|
80 |
-
11,self_attn.v_proj,17.17487,0.10000,0.843
|
81 |
-
11,self_attn.q_proj,147.89002,0.10000,0.858
|
82 |
-
11,self_attn.o_proj,14.65216,0.10000,0.848
|
83 |
-
11,mlp.up_proj,728.37292,0.10000,0.893
|
84 |
-
11,mlp.gate_proj,1036.58229,0.10000,0.904
|
85 |
-
11,mlp.down_proj,78.02056,0.10000,4.811
|
86 |
-
12,self_attn.k_proj,24.12207,0.10000,0.850
|
87 |
-
12,self_attn.v_proj,15.07213,0.10000,0.846
|
88 |
-
12,self_attn.q_proj,150.31200,0.10000,0.862
|
89 |
-
12,self_attn.o_proj,16.52204,0.10000,0.848
|
90 |
-
12,mlp.up_proj,837.65657,0.10000,0.900
|
91 |
-
12,mlp.gate_proj,1208.21434,0.10000,0.902
|
92 |
-
12,mlp.down_proj,85.59081,0.10000,4.834
|
93 |
-
13,self_attn.k_proj,29.83337,0.10000,0.856
|
94 |
-
13,self_attn.v_proj,11.49245,0.10000,0.846
|
95 |
-
13,self_attn.q_proj,166.75174,0.10000,0.853
|
96 |
-
13,self_attn.o_proj,7.48045,0.10000,0.850
|
97 |
-
13,mlp.up_proj,503.02480,0.10000,0.900
|
98 |
-
13,mlp.gate_proj,526.99720,0.10000,0.901
|
99 |
-
13,mlp.down_proj,71.84666,0.10000,4.844
|
100 |
-
14,self_attn.k_proj,22.90281,0.10000,0.848
|
101 |
-
14,self_attn.v_proj,12.00216,0.10000,0.840
|
102 |
-
14,self_attn.q_proj,138.37674,0.10000,0.850
|
103 |
-
14,self_attn.o_proj,16.20359,0.10000,0.847
|
104 |
-
14,mlp.up_proj,518.49119,0.10000,0.898
|
105 |
-
14,mlp.gate_proj,548.01402,0.10000,0.923
|
106 |
-
14,mlp.down_proj,75.38350,0.10000,4.792
|
107 |
-
15,self_attn.k_proj,23.27711,0.10000,0.853
|
108 |
-
15,self_attn.v_proj,13.22887,0.10000,0.850
|
109 |
-
15,self_attn.q_proj,143.66597,0.10000,0.864
|
110 |
-
15,self_attn.o_proj,15.63252,0.10000,0.854
|
111 |
-
15,mlp.up_proj,499.99327,0.10000,0.902
|
112 |
-
15,mlp.gate_proj,480.42796,0.10000,0.904
|
113 |
-
15,mlp.down_proj,76.88166,0.10000,4.806
|
114 |
-
16,self_attn.k_proj,26.04319,0.10000,0.847
|
115 |
-
16,self_attn.v_proj,13.46217,0.10000,0.845
|
116 |
-
16,self_attn.q_proj,149.10439,0.10000,0.862
|
117 |
-
16,self_attn.o_proj,17.14302,0.10000,0.861
|
118 |
-
16,mlp.up_proj,518.47492,0.10000,0.901
|
119 |
-
16,mlp.gate_proj,533.84720,0.10000,0.896
|
120 |
-
16,mlp.down_proj,67.07441,0.10000,4.836
|
121 |
-
17,self_attn.k_proj,37.38921,0.10000,0.852
|
122 |
-
17,self_attn.v_proj,17.43877,0.10000,0.843
|
123 |
-
17,self_attn.q_proj,210.44046,0.10000,0.862
|
124 |
-
17,self_attn.o_proj,19.33481,0.10000,0.865
|
125 |
-
17,mlp.up_proj,482.37833,0.10000,0.898
|
126 |
-
17,mlp.gate_proj,477.10361,0.10000,0.900
|
127 |
-
17,mlp.down_proj,68.53336,0.10000,4.829
|
128 |
-
18,self_attn.k_proj,24.99486,0.10000,0.860
|
129 |
-
18,self_attn.v_proj,14.95020,0.10000,0.852
|
130 |
-
18,self_attn.q_proj,160.26471,0.10000,0.856
|
131 |
-
18,self_attn.o_proj,21.05432,0.10000,0.856
|
132 |
-
18,mlp.up_proj,492.59287,0.10000,0.906
|
133 |
-
18,mlp.gate_proj,507.56811,0.10000,0.897
|
134 |
-
18,mlp.down_proj,67.69839,0.10000,4.874
|
135 |
-
19,self_attn.k_proj,32.89904,0.10000,0.851
|
136 |
-
19,self_attn.v_proj,15.57786,0.10000,0.846
|
137 |
-
19,self_attn.q_proj,187.26719,0.10000,0.857
|
138 |
-
19,self_attn.o_proj,25.46678,0.10000,0.857
|
139 |
-
19,mlp.up_proj,499.52196,0.10000,0.911
|
140 |
-
19,mlp.gate_proj,483.06038,0.10000,0.967
|
141 |
-
19,mlp.down_proj,70.79848,0.10000,4.915
|
142 |
-
20,self_attn.k_proj,34.06140,0.10000,0.852
|
143 |
-
20,self_attn.v_proj,29.86034,0.10000,0.845
|
144 |
-
20,self_attn.q_proj,281.65825,0.10000,0.865
|
145 |
-
20,self_attn.o_proj,24.28207,0.10000,0.852
|
146 |
-
20,mlp.up_proj,537.90020,0.10000,0.959
|
147 |
-
20,mlp.gate_proj,521.52364,0.10000,0.962
|
148 |
-
20,mlp.down_proj,84.13465,0.10000,4.890
|
149 |
-
21,self_attn.k_proj,33.76769,0.10000,0.842
|
150 |
-
21,self_attn.v_proj,20.98391,0.10000,0.843
|
151 |
-
21,self_attn.q_proj,208.40905,0.10000,0.857
|
152 |
-
21,self_attn.o_proj,32.24769,0.10000,0.845
|
153 |
-
21,mlp.up_proj,541.28309,0.10000,0.968
|
154 |
-
21,mlp.gate_proj,571.42885,0.10000,0.963
|
155 |
-
21,mlp.down_proj,79.02754,0.10000,4.923
|
156 |
-
22,self_attn.k_proj,35.91977,0.10000,0.846
|
157 |
-
22,self_attn.v_proj,28.41653,0.10000,0.852
|
158 |
-
22,self_attn.q_proj,239.51983,0.10000,0.845
|
159 |
-
22,self_attn.o_proj,30.16060,0.10000,0.856
|
160 |
-
22,mlp.up_proj,605.74443,0.10000,0.975
|
161 |
-
22,mlp.gate_proj,618.79655,0.10000,0.967
|
162 |
-
22,mlp.down_proj,93.22225,0.10000,4.940
|
163 |
-
23,self_attn.k_proj,40.04756,0.10000,0.852
|
164 |
-
23,self_attn.v_proj,19.28245,0.10000,0.845
|
165 |
-
23,self_attn.q_proj,255.66218,0.10000,0.843
|
166 |
-
23,self_attn.o_proj,17.14835,0.10000,0.853
|
167 |
-
23,mlp.up_proj,655.34151,0.10000,0.965
|
168 |
-
23,mlp.gate_proj,630.03710,0.10000,1.017
|
169 |
-
23,mlp.down_proj,110.95681,0.10000,4.881
|
170 |
-
24,self_attn.k_proj,30.18802,0.10000,0.858
|
171 |
-
24,self_attn.v_proj,22.80094,0.10000,0.840
|
172 |
-
24,self_attn.q_proj,206.45933,0.10000,0.868
|
173 |
-
24,self_attn.o_proj,17.20003,0.10000,0.855
|
174 |
-
24,mlp.up_proj,642.00449,0.10000,0.968
|
175 |
-
24,mlp.gate_proj,622.89948,0.10000,0.960
|
176 |
-
24,mlp.down_proj,104.85094,0.10000,4.908
|
177 |
-
25,self_attn.k_proj,28.93091,0.10000,0.850
|
178 |
-
25,self_attn.v_proj,35.50891,0.10000,0.844
|
179 |
-
25,self_attn.q_proj,265.88281,0.10000,0.867
|
180 |
-
25,self_attn.o_proj,12.70726,0.10000,0.857
|
181 |
-
25,mlp.up_proj,673.07997,0.10000,0.971
|
182 |
-
25,mlp.gate_proj,666.35849,0.10000,0.995
|
183 |
-
25,mlp.down_proj,120.40013,0.10000,4.888
|
184 |
-
26,self_attn.k_proj,28.65117,0.10000,0.850
|
185 |
-
26,self_attn.v_proj,34.06436,0.10000,0.851
|
186 |
-
26,self_attn.q_proj,213.65038,0.10000,0.854
|
187 |
-
26,self_attn.o_proj,17.78858,0.10000,0.862
|
188 |
-
26,mlp.up_proj,745.56394,0.10000,0.899
|
189 |
-
26,mlp.gate_proj,706.36795,0.10000,0.954
|
190 |
-
26,mlp.down_proj,144.82057,0.10000,4.921
|
191 |
-
27,self_attn.k_proj,28.01956,0.10000,0.845
|
192 |
-
27,self_attn.v_proj,43.74103,0.10000,0.845
|
193 |
-
27,self_attn.q_proj,322.00084,0.10000,0.853
|
194 |
-
27,self_attn.o_proj,51.75505,0.10000,0.850
|
195 |
-
27,mlp.up_proj,769.16026,0.10000,0.908
|
196 |
-
27,mlp.gate_proj,764.00689,0.10000,0.962
|
197 |
-
27,mlp.down_proj,146.10802,0.10000,4.800
|
198 |
-
28,self_attn.k_proj,28.72714,0.10000,0.847
|
199 |
-
28,self_attn.v_proj,41.97880,0.10000,0.849
|
200 |
-
28,self_attn.q_proj,251.50935,0.10000,0.866
|
201 |
-
28,self_attn.o_proj,41.25635,0.10000,0.867
|
202 |
-
28,mlp.up_proj,850.87821,0.10000,0.966
|
203 |
-
28,mlp.gate_proj,854.25337,0.10000,0.965
|
204 |
-
28,mlp.down_proj,171.43063,0.10000,4.890
|
205 |
-
29,self_attn.k_proj,28.24335,0.10000,0.852
|
206 |
-
29,self_attn.v_proj,36.04046,0.10000,0.850
|
207 |
-
29,self_attn.q_proj,234.06024,0.10000,0.854
|
208 |
-
29,self_attn.o_proj,12.19162,0.10000,0.850
|
209 |
-
29,mlp.up_proj,966.48942,0.10000,0.969
|
210 |
-
29,mlp.gate_proj,961.18718,0.10000,0.960
|
211 |
-
29,mlp.down_proj,215.83714,0.10000,4.848
|
212 |
-
30,self_attn.k_proj,30.30796,0.10000,0.854
|
213 |
-
30,self_attn.v_proj,83.47273,0.10000,0.845
|
214 |
-
30,self_attn.q_proj,318.23778,0.10000,0.854
|
215 |
-
30,self_attn.o_proj,31.41730,0.10000,0.862
|
216 |
-
30,mlp.up_proj,1318.07388,0.10000,1.004
|
217 |
-
30,mlp.gate_proj,1247.34046,0.10000,0.974
|
218 |
-
30,mlp.down_proj,1402.69615,0.10000,4.892
|
219 |
-
31,self_attn.k_proj,39.41036,0.10000,0.851
|
220 |
-
31,self_attn.v_proj,88.15373,0.10000,0.843
|
221 |
-
31,self_attn.q_proj,380.71510,0.10000,0.859
|
222 |
-
31,self_attn.o_proj,74.49200,0.10000,0.851
|
223 |
-
31,mlp.up_proj,1596.19904,0.10000,0.986
|
224 |
-
31,mlp.gate_proj,1435.06747,0.10000,0.989
|
225 |
-
31,mlp.down_proj,622.15962,0.10000,4.880
|
226 |
-
32,self_attn.k_proj,48.18025,0.10000,0.840
|
227 |
-
32,self_attn.v_proj,206.43401,0.10000,0.842
|
228 |
-
32,self_attn.q_proj,479.40769,0.10000,0.854
|
229 |
-
32,self_attn.o_proj,71.31563,0.10000,0.852
|
230 |
-
32,mlp.up_proj,1584.80385,0.10000,0.995
|
231 |
-
32,mlp.gate_proj,1416.53878,0.10000,0.989
|
232 |
-
32,mlp.down_proj,687.19607,0.10000,4.897
|
233 |
-
33,self_attn.k_proj,44.60647,0.10000,0.852
|
234 |
-
33,self_attn.v_proj,366.04748,0.10000,0.845
|
235 |
-
33,self_attn.q_proj,463.31310,0.10000,0.856
|
236 |
-
33,self_attn.o_proj,79.14707,0.10000,0.853
|
237 |
-
33,mlp.up_proj,1608.57628,0.10000,1.003
|
238 |
-
33,mlp.gate_proj,1325.68253,0.10000,0.986
|
239 |
-
33,mlp.down_proj,1079.32244,0.10000,4.899
|
240 |
-
34,self_attn.k_proj,28.37394,0.10000,0.844
|
241 |
-
34,self_attn.v_proj,85.50487,0.10000,0.854
|
242 |
-
34,self_attn.q_proj,280.46202,0.10000,0.849
|
243 |
-
34,self_attn.o_proj,78.82577,0.10000,0.840
|
244 |
-
34,mlp.up_proj,1901.89359,0.10000,0.992
|
245 |
-
34,mlp.gate_proj,1636.86699,0.10000,0.996
|
246 |
-
34,mlp.down_proj,1089.57532,0.10000,4.908
|
247 |
-
35,self_attn.k_proj,31.31396,0.10000,0.855
|
248 |
-
35,self_attn.v_proj,86.57718,0.10000,0.854
|
249 |
-
35,self_attn.q_proj,293.05164,0.10000,0.861
|
250 |
-
35,self_attn.o_proj,70.40742,0.10000,0.853
|
251 |
-
35,mlp.up_proj,2689.68942,0.10000,0.996
|
252 |
-
35,mlp.gate_proj,2448.59423,0.10000,0.991
|
253 |
-
35,mlp.down_proj,3298.19391,0.10000,4.922
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|