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d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 d06dd53 292ffa0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 | layer,module,loss,samples,damp,time
0,linear_attn.in_proj_qkv,0.0000016380,,0.021
0,linear_attn.in_proj_z,0.0000016380,,0.031
0,linear_attn.out_proj,not applicable,,0.036
0,mlp.gate_proj,0.0000003862,,0.048
0,mlp.up_proj,0.0000003862,,0.059
0,mlp.down_proj,0.0000010086,,0.072
1,linear_attn.in_proj_qkv,0.0000012900,,0.008
1,linear_attn.in_proj_z,0.0000012900,,0.014
1,linear_attn.out_proj,not applicable,,0.019
1,mlp.gate_proj,0.0000011203,,0.028
1,mlp.up_proj,0.0000011203,,0.037
1,mlp.down_proj,0.0000016897,,0.046
2,linear_attn.in_proj_qkv,0.0000022176,,0.007
2,linear_attn.in_proj_z,0.0000022176,,0.012
2,linear_attn.out_proj,not applicable,,0.017
2,mlp.gate_proj,0.0000040707,,0.026
2,mlp.up_proj,0.0000040707,,0.035
2,mlp.down_proj,0.0000039030,,0.044
3,self_attn.q_proj,0.0000034477,,0.010
3,self_attn.k_proj,0.0000034477,,0.017
3,self_attn.v_proj,0.0000034477,,0.019
3,self_attn.o_proj,not applicable,,0.023
3,mlp.gate_proj,0.0000037049,,0.033
3,mlp.up_proj,0.0000037049,,0.042
3,mlp.down_proj,0.0000038534,,0.051
4,linear_attn.in_proj_qkv,0.0000038554,,0.007
4,linear_attn.in_proj_z,0.0000038554,,0.013
4,linear_attn.out_proj,not applicable,,0.017
4,mlp.gate_proj,0.0000080375,,0.027
4,mlp.up_proj,0.0000080375,,0.036
4,mlp.down_proj,0.0000061858,,0.045
5,linear_attn.in_proj_qkv,0.0000045622,,0.007
5,linear_attn.in_proj_z,0.0000045622,,0.013
5,linear_attn.out_proj,not applicable,,0.018
5,mlp.gate_proj,0.0000099294,,0.027
5,mlp.up_proj,0.0000099294,,0.037
5,mlp.down_proj,0.0000087976,,0.046
6,linear_attn.in_proj_qkv,0.0000073547,,0.008
6,linear_attn.in_proj_z,0.0000073547,,0.014
6,linear_attn.out_proj,not applicable,,0.018
6,mlp.gate_proj,0.0000167014,,0.028
6,mlp.up_proj,0.0000167014,,0.037
6,mlp.down_proj,0.0000156754,,0.047
7,self_attn.q_proj,0.0000117582,,0.010
7,self_attn.k_proj,0.0000117582,,0.016
7,self_attn.v_proj,0.0000117582,,0.018
7,self_attn.o_proj,not applicable,,0.022
7,mlp.gate_proj,0.0000187049,,0.032
7,mlp.up_proj,0.0000187049,,0.041
7,mlp.down_proj,0.0000153803,,0.051
8,linear_attn.in_proj_qkv,0.0000101067,,0.007
8,linear_attn.in_proj_z,0.0000101067,,0.015
8,linear_attn.out_proj,not applicable,,0.019
8,mlp.gate_proj,0.0000248312,,0.030
8,mlp.up_proj,0.0000248312,,0.040
8,mlp.down_proj,0.0000195886,,0.049
9,linear_attn.in_proj_qkv,0.0000095339,,0.007
9,linear_attn.in_proj_z,0.0000095339,,0.014
9,linear_attn.out_proj,not applicable,,0.019
9,mlp.gate_proj,0.0000238178,,0.030
9,mlp.up_proj,0.0000238178,,0.039
9,mlp.down_proj,0.0000189169,,0.049
10,linear_attn.in_proj_qkv,0.0000121491,,0.006
10,linear_attn.in_proj_z,0.0000121491,,0.013
10,linear_attn.out_proj,not applicable,,0.017
10,mlp.gate_proj,0.0000241134,,0.028
10,mlp.up_proj,0.0000241134,,0.037
10,mlp.down_proj,0.0000199430,,0.047
11,self_attn.q_proj,0.0000221919,,0.009
11,self_attn.k_proj,0.0000221919,,0.015
11,self_attn.v_proj,0.0000221919,,0.017
11,self_attn.o_proj,not applicable,,0.021
11,mlp.gate_proj,0.0000247778,,0.031
11,mlp.up_proj,0.0000247778,,0.040
11,mlp.down_proj,0.0000206496,,0.049
12,linear_attn.in_proj_qkv,0.0000174694,,0.009
12,linear_attn.in_proj_z,0.0000174694,,0.017
12,linear_attn.out_proj,not applicable,,0.021
12,mlp.gate_proj,0.0000251065,,0.031
12,mlp.up_proj,0.0000251065,,0.040
12,mlp.down_proj,0.0000208054,,0.049
13,linear_attn.in_proj_qkv,0.0000190737,,0.006
13,linear_attn.in_proj_z,0.0000190737,,0.014
13,linear_attn.out_proj,not applicable,,0.018
13,mlp.gate_proj,0.0000274123,,0.028
13,mlp.up_proj,0.0000274123,,0.037
13,mlp.down_proj,0.0000234874,,0.046
14,linear_attn.in_proj_qkv,0.0000267416,,0.008
14,linear_attn.in_proj_z,0.0000267416,,0.014
14,linear_attn.out_proj,not applicable,,0.018
14,mlp.gate_proj,0.0000290493,,0.027
14,mlp.up_proj,0.0000290493,,0.036
14,mlp.down_proj,0.0000248887,,0.045
15,self_attn.q_proj,0.0000299744,,0.009
15,self_attn.k_proj,0.0000299744,,0.016
15,self_attn.v_proj,0.0000299744,,0.019
15,self_attn.o_proj,not applicable,,0.024
15,mlp.gate_proj,0.0000348603,,0.033
15,mlp.up_proj,0.0000348603,,0.044
15,mlp.down_proj,0.0000292151,,0.053
16,linear_attn.in_proj_qkv,0.0000269105,,0.009
16,linear_attn.in_proj_z,0.0000269105,,0.017
16,linear_attn.out_proj,not applicable,,0.021
16,mlp.gate_proj,0.0000426992,,0.031
16,mlp.up_proj,0.0000426992,,0.040
16,mlp.down_proj,0.0000366058,,0.049
17,linear_attn.in_proj_qkv,0.0000358655,,0.007
17,linear_attn.in_proj_z,0.0000358655,,0.015
17,linear_attn.out_proj,not applicable,,0.020
17,mlp.gate_proj,0.0000543341,,0.029
17,mlp.up_proj,0.0000543341,,0.039
17,mlp.down_proj,0.0000475483,,0.048
18,linear_attn.in_proj_qkv,0.0000441931,,0.007
18,linear_attn.in_proj_z,0.0000441931,,0.015
18,linear_attn.out_proj,not applicable,,0.019
18,mlp.gate_proj,0.0000884037,,0.028
18,mlp.up_proj,0.0000884037,,0.038
18,mlp.down_proj,0.0000819403,,0.047
19,self_attn.q_proj,0.0001163868,,0.013
19,self_attn.k_proj,0.0001163868,,0.019
19,self_attn.v_proj,0.0001163868,,0.021
19,self_attn.o_proj,not applicable,,0.026
19,mlp.gate_proj,0.0001117514,,0.035
19,mlp.up_proj,0.0001117514,,0.045
19,mlp.down_proj,0.0001028360,,0.054
20,linear_attn.in_proj_qkv,0.0000673925,,0.008
20,linear_attn.in_proj_z,0.0000673925,,0.017
20,linear_attn.out_proj,not applicable,,0.022
20,mlp.gate_proj,0.0001333659,,0.032
20,mlp.up_proj,0.0001333659,,0.042
20,mlp.down_proj,0.0001111933,,0.052
21,linear_attn.in_proj_qkv,0.0000724064,,0.006
21,linear_attn.in_proj_z,0.0000724064,,0.013
21,linear_attn.out_proj,not applicable,,0.017
21,mlp.gate_proj,0.0001530533,,0.026
21,mlp.up_proj,0.0001530533,,0.036
21,mlp.down_proj,0.0001211819,,0.045
22,linear_attn.in_proj_qkv,0.0000684318,,0.007
22,linear_attn.in_proj_z,0.0000684318,,0.017
22,linear_attn.out_proj,not applicable,,0.021
22,mlp.gate_proj,0.0001648623,,0.031
22,mlp.up_proj,0.0001648623,,0.041
22,mlp.down_proj,0.0001336086,,0.050
23,self_attn.q_proj,0.0001666454,,0.010
23,self_attn.k_proj,0.0001666454,,0.016
23,self_attn.v_proj,0.0001666454,,0.019
23,self_attn.o_proj,not applicable,,0.023
23,mlp.gate_proj,0.0001898821,,0.033
23,mlp.up_proj,0.0001898821,,0.042
23,mlp.down_proj,0.0001388790,,0.052
24,linear_attn.in_proj_qkv,0.0001078959,,0.008
24,linear_attn.in_proj_z,0.0001078959,,0.015
24,linear_attn.out_proj,not applicable,,0.019
24,mlp.gate_proj,0.0002328693,,0.030
24,mlp.up_proj,0.0002328693,,0.039
24,mlp.down_proj,0.0001753442,,0.048
25,linear_attn.in_proj_qkv,0.0001290192,,0.007
25,linear_attn.in_proj_z,0.0001290192,,0.013
25,linear_attn.out_proj,not applicable,,0.017
25,mlp.gate_proj,0.0002542316,,0.027
25,mlp.up_proj,0.0002542316,,0.036
25,mlp.down_proj,0.0001938546,,0.045
26,linear_attn.in_proj_qkv,0.0001712637,,0.007
26,linear_attn.in_proj_z,0.0001712637,,0.015
26,linear_attn.out_proj,not applicable,,0.019
26,mlp.gate_proj,0.0002860233,,0.028
26,mlp.up_proj,0.0002860233,,0.037
26,mlp.down_proj,0.0002183416,,0.047
27,self_attn.q_proj,0.0006835859,,0.011
27,self_attn.k_proj,0.0006835859,,0.017
27,self_attn.v_proj,0.0006835859,,0.020
27,self_attn.o_proj,not applicable,,0.024
27,mlp.gate_proj,0.0003562241,,0.034
27,mlp.up_proj,0.0003562241,,0.044
27,mlp.down_proj,0.0002953839,,0.053
28,linear_attn.in_proj_qkv,0.0002207250,,0.008
28,linear_attn.in_proj_z,0.0002207250,,0.016
28,linear_attn.out_proj,not applicable,,0.021
28,mlp.gate_proj,0.0003317673,,0.030
28,mlp.up_proj,0.0003317673,,0.040
28,mlp.down_proj,0.0002664407,,0.049
29,linear_attn.in_proj_qkv,0.0001950549,,0.009
29,linear_attn.in_proj_z,0.0001950549,,0.018
29,linear_attn.out_proj,not applicable,,0.023
29,mlp.gate_proj,0.0003462141,,0.032
29,mlp.up_proj,0.0003462141,,0.042
29,mlp.down_proj,0.0002838155,,0.051
30,linear_attn.in_proj_qkv,0.0002944490,,0.006
30,linear_attn.in_proj_z,0.0002944490,,0.013
30,linear_attn.out_proj,not applicable,,0.017
30,mlp.gate_proj,0.0003567455,,0.026
30,mlp.up_proj,0.0003567455,,0.036
30,mlp.down_proj,0.0002943160,,0.045
31,self_attn.q_proj,0.0005755530,,0.015
31,self_attn.k_proj,0.0005755530,,0.024
31,self_attn.v_proj,0.0005755530,,0.026
31,self_attn.o_proj,not applicable,,0.030
31,mlp.gate_proj,0.0004014420,,0.039
31,mlp.up_proj,0.0004014420,,0.048
31,mlp.down_proj,0.0003186199,,0.058
32,linear_attn.in_proj_qkv,0.0003106689,,0.009
32,linear_attn.in_proj_z,0.0003106689,,0.018
32,linear_attn.out_proj,not applicable,,0.022
32,mlp.gate_proj,0.0004421567,,0.032
32,mlp.up_proj,0.0004421567,,0.042
32,mlp.down_proj,0.0003454416,,0.051
33,linear_attn.in_proj_qkv,0.0003900356,,0.006
33,linear_attn.in_proj_z,0.0003900356,,0.015
33,linear_attn.out_proj,not applicable,,0.020
33,mlp.gate_proj,0.0004678640,,0.029
33,mlp.up_proj,0.0004678640,,0.038
33,mlp.down_proj,0.0003478689,,0.048
34,linear_attn.in_proj_qkv,0.0003785149,,0.008
34,linear_attn.in_proj_z,0.0003785149,,0.016
34,linear_attn.out_proj,not applicable,,0.021
34,mlp.gate_proj,0.0006320122,,0.030
34,mlp.up_proj,0.0006320122,,0.040
34,mlp.down_proj,0.0004934073,,0.049
35,self_attn.q_proj,0.0011108149,,0.011
35,self_attn.k_proj,0.0011108149,,0.017
35,self_attn.v_proj,0.0011108149,,0.019
35,self_attn.o_proj,not applicable,,0.024
35,mlp.gate_proj,0.0006238400,,0.034
35,mlp.up_proj,0.0006238400,,0.043
35,mlp.down_proj,0.0004824514,,0.052
36,linear_attn.in_proj_qkv,0.0002366832,,0.009
36,linear_attn.in_proj_z,0.0002366832,,0.017
36,linear_attn.out_proj,not applicable,,0.022
36,mlp.gate_proj,0.0005296277,,0.031
36,mlp.up_proj,0.0005296277,,0.040
36,mlp.down_proj,0.0003962678,,0.050
37,linear_attn.in_proj_qkv,0.0002503380,,0.006
37,linear_attn.in_proj_z,0.0002503380,,0.013
37,linear_attn.out_proj,not applicable,,0.017
37,mlp.gate_proj,0.0005041908,,0.027
37,mlp.up_proj,0.0005041908,,0.036
37,mlp.down_proj,0.0003558242,,0.045
38,linear_attn.in_proj_qkv,0.0001721865,,0.006
38,linear_attn.in_proj_z,0.0001721865,,0.012
38,linear_attn.out_proj,not applicable,,0.016
38,mlp.gate_proj,0.0005179235,,0.025
38,mlp.up_proj,0.0005179235,,0.035
38,mlp.down_proj,0.0003848562,,0.044
39,self_attn.q_proj,0.0006607451,,0.010
39,self_attn.k_proj,0.0006607451,,0.014
39,self_attn.v_proj,0.0006607451,,0.017
39,self_attn.o_proj,not applicable,,0.021
39,mlp.gate_proj,0.0005020925,,0.031
39,mlp.up_proj,0.0005020925,,0.040
39,mlp.down_proj,0.0003556356,,0.049
40,linear_attn.in_proj_qkv,0.0002660381,,0.007
40,linear_attn.in_proj_z,0.0002660381,,0.015
40,linear_attn.out_proj,not applicable,,0.020
40,mlp.gate_proj,0.0005828155,,0.029
40,mlp.up_proj,0.0005828155,,0.038
40,mlp.down_proj,0.0004103785,,0.048
41,linear_attn.in_proj_qkv,0.0002335446,,0.009
41,linear_attn.in_proj_z,0.0002335446,,0.017
41,linear_attn.out_proj,not applicable,,0.021
41,mlp.gate_proj,0.0006417350,,0.031
41,mlp.up_proj,0.0006417350,,0.041
41,mlp.down_proj,0.0004168435,,0.050
42,linear_attn.in_proj_qkv,0.0003170260,,0.007
42,linear_attn.in_proj_z,0.0003170260,,0.014
42,linear_attn.out_proj,not applicable,,0.018
42,mlp.gate_proj,0.0007591126,,0.027
42,mlp.up_proj,0.0007591126,,0.037
42,mlp.down_proj,0.0004959149,,0.046
43,self_attn.q_proj,0.0011036232,,0.006
43,self_attn.k_proj,0.0011036232,,0.012
43,self_attn.v_proj,0.0011036232,,0.015
43,self_attn.o_proj,not applicable,,0.019
43,mlp.gate_proj,0.0007401613,,0.029
43,mlp.up_proj,0.0007401613,,0.038
43,mlp.down_proj,0.0004964855,,0.048
44,linear_attn.in_proj_qkv,0.0004131533,,0.008
44,linear_attn.in_proj_z,0.0004131533,,0.018
44,linear_attn.out_proj,not applicable,,0.023
44,mlp.gate_proj,0.0007805692,,0.034
44,mlp.up_proj,0.0007805692,,0.043
44,mlp.down_proj,0.0005284736,,0.053
45,linear_attn.in_proj_qkv,0.0003519070,,0.009
45,linear_attn.in_proj_z,0.0003519070,,0.018
45,linear_attn.out_proj,not applicable,,0.023
45,mlp.gate_proj,0.0008203685,,0.033
45,mlp.up_proj,0.0008203685,,0.042
45,mlp.down_proj,0.0005516273,,0.051
46,linear_attn.in_proj_qkv,0.0005885546,,0.006
46,linear_attn.in_proj_z,0.0005885546,,0.012
46,linear_attn.out_proj,not applicable,,0.016
46,mlp.gate_proj,0.0009080387,,0.026
46,mlp.up_proj,0.0009080387,,0.035
46,mlp.down_proj,0.0006251069,,0.044
47,self_attn.q_proj,0.0012794546,,0.010
47,self_attn.k_proj,0.0012794546,,0.017
47,self_attn.v_proj,0.0012794546,,0.019
47,self_attn.o_proj,not applicable,,0.023
47,mlp.gate_proj,0.0010251296,,0.033
47,mlp.up_proj,0.0010251296,,0.043
47,mlp.down_proj,0.0007053357,,0.052
48,linear_attn.in_proj_qkv,0.0005421048,,0.013
48,linear_attn.in_proj_z,0.0005421048,,0.021
48,linear_attn.out_proj,not applicable,,0.026
48,mlp.gate_proj,0.0012638368,,0.035
48,mlp.up_proj,0.0012638368,,0.045
48,mlp.down_proj,0.0008488864,,0.055
49,linear_attn.in_proj_qkv,0.0004842966,,0.007
49,linear_attn.in_proj_z,0.0004842966,,0.013
49,linear_attn.out_proj,not applicable,,0.018
49,mlp.gate_proj,0.0014845806,,0.028
49,mlp.up_proj,0.0014845806,,0.037
49,mlp.down_proj,0.0009813060,,0.047
50,linear_attn.in_proj_qkv,0.0008999808,,0.005
50,linear_attn.in_proj_z,0.0008999808,,0.011
50,linear_attn.out_proj,not applicable,,0.015
50,mlp.gate_proj,0.0024173252,,0.025
50,mlp.up_proj,0.0024173252,,0.034
50,mlp.down_proj,0.0018818722,,0.043
51,self_attn.q_proj,0.0039922510,,0.008
51,self_attn.k_proj,0.0039922510,,0.014
51,self_attn.v_proj,0.0039922510,,0.016
51,self_attn.o_proj,not applicable,,0.020
51,mlp.gate_proj,0.0027920838,,0.029
51,mlp.up_proj,0.0027920838,,0.039
51,mlp.down_proj,0.0022079181,,0.048
52,linear_attn.in_proj_qkv,0.0006440525,,0.007
52,linear_attn.in_proj_z,0.0006440525,,0.018
52,linear_attn.out_proj,not applicable,,0.022
52,mlp.gate_proj,0.0023486493,,0.031
52,mlp.up_proj,0.0023486493,,0.041
52,mlp.down_proj,0.0018052340,,0.050
53,linear_attn.in_proj_qkv,0.0005554363,,0.007
53,linear_attn.in_proj_z,0.0005554363,,0.015
53,linear_attn.out_proj,not applicable,,0.019
53,mlp.gate_proj,0.0023646984,,0.029
53,mlp.up_proj,0.0023646984,,0.038
53,mlp.down_proj,0.0018894822,,0.047
54,linear_attn.in_proj_qkv,0.0005636523,,0.007
54,linear_attn.in_proj_z,0.0005636523,,0.014
54,linear_attn.out_proj,not applicable,,0.020
54,mlp.gate_proj,0.0029807497,,0.029
54,mlp.up_proj,0.0029807497,,0.038
54,mlp.down_proj,0.0026787185,,0.047
55,self_attn.q_proj,0.0037838577,,0.010
55,self_attn.k_proj,0.0037838577,,0.016
55,self_attn.v_proj,0.0037838577,,0.018
55,self_attn.o_proj,not applicable,,0.022
55,mlp.gate_proj,0.0024683767,,0.034
55,mlp.up_proj,0.0024683767,,0.043
55,mlp.down_proj,0.0018751933,,0.053
56,linear_attn.in_proj_qkv,0.0007844024,,0.006
56,linear_attn.in_proj_z,0.0007844024,,0.014
56,linear_attn.out_proj,not applicable,,0.018
56,mlp.gate_proj,0.0023013421,,0.028
56,mlp.up_proj,0.0023013421,,0.037
56,mlp.down_proj,0.0016854609,,0.047
57,linear_attn.in_proj_qkv,0.0005686481,,0.006
57,linear_attn.in_proj_z,0.0005686481,,0.013
57,linear_attn.out_proj,not applicable,,0.017
57,mlp.gate_proj,0.0023689751,,0.026
57,mlp.up_proj,0.0023689751,,0.036
57,mlp.down_proj,0.0016684245,,0.046
58,linear_attn.in_proj_qkv,0.0006748634,,0.006
58,linear_attn.in_proj_z,0.0006748634,,0.015
58,linear_attn.out_proj,not applicable,,0.020
58,mlp.gate_proj,0.0032920326,,0.030
58,mlp.up_proj,0.0032920326,,0.039
58,mlp.down_proj,0.0021778252,,0.048
59,self_attn.q_proj,0.0099577962,,0.009
59,self_attn.k_proj,0.0099577962,,0.015
59,self_attn.v_proj,0.0099577962,,0.016
59,self_attn.o_proj,not applicable,,0.020
59,mlp.gate_proj,0.0040843336,,0.030
59,mlp.up_proj,0.0040843336,,0.039
59,mlp.down_proj,0.0031100676,,0.049
60,linear_attn.in_proj_qkv,0.0012042811,,0.009
60,linear_attn.in_proj_z,0.0012042811,,0.017
60,linear_attn.out_proj,not applicable,,0.021
60,mlp.gate_proj,0.0043294880,,0.031
60,mlp.up_proj,0.0043294880,,0.042
60,mlp.down_proj,0.0036994821,,0.051
61,linear_attn.in_proj_qkv,0.0013711013,,0.006
61,linear_attn.in_proj_z,0.0013711013,,0.014
61,linear_attn.out_proj,not applicable,,0.018
61,mlp.gate_proj,0.0055645517,,0.028
61,mlp.up_proj,0.0055645517,,0.037
61,mlp.down_proj,0.0049028226,,0.046
62,linear_attn.in_proj_qkv,0.0044048463,,0.007
62,linear_attn.in_proj_z,0.0044048463,,0.012
62,linear_attn.out_proj,not applicable,,0.016
62,mlp.gate_proj,0.0093146329,,0.026
62,mlp.up_proj,0.0093146329,,0.036
62,mlp.down_proj,0.0091457848,,0.045
63,self_attn.q_proj,0.0142782208,,0.012
63,self_attn.k_proj,0.0142782208,,0.018
63,self_attn.v_proj,0.0142782208,,0.020
63,self_attn.o_proj,not applicable,,0.024
63,mlp.gate_proj,0.0228790123,,0.034
63,mlp.up_proj,0.0228790123,,0.043
63,mlp.down_proj,0.0271780144,,0.052
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