quant_log.csv

layer,module,loss,samples,damp,time
0,self_attn.qkv_proj,0.0000013210,0.05000,1.033
0,self_attn.o_proj,0.0000006942,0.05000,0.924
0,mlp.gate.wg,0.0000193136,0.05000,0.914
0,mlp.shared_mlp.gate_and_up_proj,0.0001328699,0.05000,0.931
0,mlp.shared_mlp.down_proj,0.0000001367,0.05000,0.692
0,mlp.experts.0.gate_and_up_proj,0.0001083258,0.05000,2.264
0,mlp.experts.1.gate_and_up_proj,0.0000749003,0.05000,2.778
0,mlp.experts.2.gate_and_up_proj,0.0000104977,0.05000,2.885
0,mlp.experts.3.gate_and_up_proj,0.0000411588,0.05000,2.428
0,mlp.experts.4.gate_and_up_proj,0.0000592379,0.05000,2.481
0,mlp.experts.5.gate_and_up_proj,0.0001800526,0.05000,2.717
0,mlp.experts.6.gate_and_up_proj,0.0001108092,0.05000,3.171
0,mlp.experts.7.gate_and_up_proj,0.0000827744,0.05000,3.086
0,mlp.experts.8.gate_and_up_proj,0.0001965260,0.05000,3.178
0,mlp.experts.9.gate_and_up_proj,0.0000166107,0.05000,3.508
0,mlp.experts.10.gate_and_up_proj,0.0001167371,0.05000,3.220
0,mlp.experts.11.gate_and_up_proj,0.0000304897,0.05000,3.227
0,mlp.experts.12.gate_and_up_proj,0.0000222237,0.05000,2.897
0,mlp.experts.13.gate_and_up_proj,0.0000692534,0.05000,2.833
0,mlp.experts.14.gate_and_up_proj,0.0000037838,0.05000,2.745
0,mlp.experts.16.gate_and_up_proj,0.0003199826,0.05000,3.317
0,mlp.experts.15.gate_and_up_proj,0.0001222956,0.05000,3.515
0,mlp.experts.17.gate_and_up_proj,0.0000407326,0.05000,3.356
0,mlp.experts.18.gate_and_up_proj,0.0000474245,0.05000,3.552
0,mlp.experts.19.gate_and_up_proj,0.0000854146,0.05000,3.717
0,mlp.experts.20.gate_and_up_proj,0.0000192879,0.05000,3.398
0,mlp.experts.21.gate_and_up_proj,0.0000697057,0.05000,2.820
0,mlp.experts.22.gate_and_up_proj,0.0000886431,0.05000,2.839
0,mlp.experts.23.gate_and_up_proj,0.0001855115,0.05000,2.838
0,mlp.experts.24.gate_and_up_proj,0.0001141496,0.05000,2.478
0,mlp.experts.25.gate_and_up_proj,0.0000218530,0.05000,2.544
0,mlp.experts.26.gate_and_up_proj,0.0002639470,0.05000,2.539
0,mlp.experts.27.gate_and_up_proj,0.0001882138,0.05000,2.318
0,mlp.experts.29.gate_and_up_proj,0.0000658584,0.05000,2.340
0,mlp.experts.28.gate_and_up_proj,0.0003008131,0.05000,2.434
0,mlp.experts.30.gate_and_up_proj,0.0000321412,0.05000,2.661
0,mlp.experts.31.gate_and_up_proj,0.0001295475,0.05000,2.565
0,mlp.experts.32.gate_and_up_proj,0.0001085272,0.05000,2.619
0,mlp.experts.33.gate_and_up_proj,0.0000453778,0.05000,2.497
0,mlp.experts.34.gate_and_up_proj,0.0001735315,0.05000,2.502
0,mlp.experts.35.gate_and_up_proj,0.0000925053,0.05000,2.512
0,mlp.experts.36.gate_and_up_proj,0.0000101716,0.05000,2.387
0,mlp.experts.37.gate_and_up_proj,0.0001855513,0.05000,2.417
0,mlp.experts.38.gate_and_up_proj,0.0000428233,0.05000,2.342
0,mlp.experts.39.gate_and_up_proj,0.0000852429,0.05000,2.284
0,mlp.experts.40.gate_and_up_proj,0.0002690668,0.05000,2.308
0,mlp.experts.41.gate_and_up_proj,0.0001590157,0.05000,2.390
0,mlp.experts.42.gate_and_up_proj,0.0006843657,0.05000,3.075
0,mlp.experts.43.gate_and_up_proj,0.0001207427,0.05000,3.392
0,mlp.experts.44.gate_and_up_proj,0.0003054813,0.05000,3.260
0,mlp.experts.45.gate_and_up_proj,0.0000951896,0.05000,3.121
0,mlp.experts.47.gate_and_up_proj,0.0003395518,0.05000,3.299
0,mlp.experts.46.gate_and_up_proj,0.0000743718,0.05000,3.379
0,mlp.experts.48.gate_and_up_proj,0.0000556324,0.05000,3.682
0,mlp.experts.50.gate_and_up_proj,0.0003046558,0.05000,3.245
0,mlp.experts.49.gate_and_up_proj,0.0002387028,0.05000,3.553
0,mlp.experts.51.gate_and_up_proj,0.0001513623,0.05000,2.659
0,mlp.experts.52.gate_and_up_proj,0.0003419575,0.05000,2.437
0,mlp.experts.53.gate_and_up_proj,0.0000827590,0.05000,2.366
0,mlp.experts.54.gate_and_up_proj,0.0001931512,0.05000,2.316
0,mlp.experts.55.gate_and_up_proj,0.0001948214,0.05000,2.369
0,mlp.experts.56.gate_and_up_proj,0.0001129530,0.05000,2.374
0,mlp.experts.57.gate_and_up_proj,0.0002457041,0.05000,2.384
0,mlp.experts.58.gate_and_up_proj,0.0001165774,0.05000,2.425
0,mlp.experts.59.gate_and_up_proj,0.0001189524,0.05000,2.467
0,mlp.experts.60.gate_and_up_proj,0.0000665488,0.05000,2.420
0,mlp.experts.61.gate_and_up_proj,0.0000237103,0.05000,2.474
0,mlp.experts.62.gate_and_up_proj,0.0002694456,0.05000,2.405
0,mlp.experts.63.gate_and_up_proj,0.0000988195,0.05000,1.204
0,mlp.experts.0.down_proj,0.0000011447,0.05000,2.012
0,mlp.experts.2.down_proj,0.0000000496,0.05000,2.026
0,mlp.experts.1.down_proj,0.0000010520,0.05000,2.068
0,mlp.experts.4.down_proj,0.0000006606,0.05000,1.853
0,mlp.experts.5.down_proj,0.0000164182,0.05000,1.822
0,mlp.experts.3.down_proj,0.0000003314,0.05000,1.909
0,mlp.experts.6.down_proj,0.0000017066,0.05000,1.742
0,mlp.experts.7.down_proj,0.0000007149,0.05000,1.757
0,mlp.experts.8.down_proj,0.0000015472,0.05000,1.761
0,mlp.experts.9.down_proj,0.0000000214,0.05000,1.690
0,mlp.experts.10.down_proj,0.0000009596,0.05000,1.711
0,mlp.experts.11.down_proj,0.0000004934,0.05000,1.731
0,mlp.experts.12.down_proj,0.0000003657,0.05000,1.751
0,mlp.experts.13.down_proj,0.0000006149,0.05000,1.749
0,mlp.experts.14.down_proj,0.0000000178,0.05000,1.781
0,mlp.experts.15.down_proj,0.0000005773,0.05000,1.837
0,mlp.experts.16.down_proj,0.0000123838,0.05000,1.843
0,mlp.experts.17.down_proj,0.0000005552,0.05000,1.844
0,mlp.experts.18.down_proj,0.0000011380,0.05000,1.815
0,mlp.experts.19.down_proj,0.0000004018,0.05000,1.780
0,mlp.experts.20.down_proj,0.0000001321,0.05000,1.775
0,mlp.experts.22.down_proj,0.0000085246,0.05000,1.771
0,mlp.experts.21.down_proj,0.0000041879,0.05000,1.786
0,mlp.experts.23.down_proj,0.0000046157,0.05000,1.758
0,mlp.experts.24.down_proj,0.0000052220,0.05000,1.815
0,mlp.experts.25.down_proj,0.0000000768,0.05000,1.923
0,mlp.experts.26.down_proj,0.0000023747,0.05000,1.863
0,mlp.experts.27.down_proj,0.0000027811,0.05000,1.856
0,mlp.experts.28.down_proj,0.0000037516,0.05000,1.883
0,mlp.experts.29.down_proj,0.0000012548,0.05000,1.894
0,mlp.experts.30.down_proj,0.0000003933,0.05000,2.245
0,mlp.experts.31.down_proj,0.0000015117,0.05000,2.234
0,mlp.experts.32.down_proj,0.0000012075,0.05000,2.533
0,mlp.experts.33.down_proj,0.0000003703,0.05000,2.377
0,mlp.experts.34.down_proj,0.0000017191,0.05000,2.436
0,mlp.experts.35.down_proj,0.0000016773,0.05000,2.736
0,mlp.experts.36.down_proj,0.0000000722,0.05000,2.322
0,mlp.experts.37.down_proj,0.0000035722,0.05000,2.290
0,mlp.experts.38.down_proj,0.0000007036,0.05000,2.293
0,mlp.experts.39.down_proj,0.0000006147,0.05000,2.230
0,mlp.experts.40.down_proj,0.0000023884,0.05000,2.221
0,mlp.experts.41.down_proj,0.0000083730,0.05000,2.273
0,mlp.experts.42.down_proj,0.0000132523,0.05000,2.205
0,mlp.experts.43.down_proj,0.0000014082,0.05000,2.221
0,mlp.experts.44.down_proj,0.0000034865,0.05000,2.243
0,mlp.experts.45.down_proj,0.0000009402,0.05000,2.255
0,mlp.experts.46.down_proj,0.0000047778,0.05000,2.260
0,mlp.experts.47.down_proj,0.0000027072,0.05000,2.369
0,mlp.experts.48.down_proj,0.0000032031,0.05000,2.173
0,mlp.experts.49.down_proj,0.0000028569,0.05000,2.245
0,mlp.experts.50.down_proj,0.0000040882,0.05000,2.242
0,mlp.experts.51.down_proj,0.0000112064,0.05000,2.142
0,mlp.experts.52.down_proj,0.0000033166,0.05000,2.164
0,mlp.experts.53.down_proj,0.0000005051,0.05000,2.186
0,mlp.experts.54.down_proj,0.0000046332,0.05000,2.211
0,mlp.experts.55.down_proj,0.0000127368,0.05000,2.175
0,mlp.experts.56.down_proj,0.0000007082,0.05000,2.242
0,mlp.experts.57.down_proj,0.0000017157,0.05000,2.140
0,mlp.experts.58.down_proj,0.0000021482,0.05000,2.169
0,mlp.experts.59.down_proj,0.0000016031,0.05000,2.189
0,mlp.experts.60.down_proj,0.0000010528,0.05000,2.112
0,mlp.experts.61.down_proj,0.0000002663,0.05000,2.098
0,mlp.experts.62.down_proj,0.0000054056,0.05000,1.710
0,mlp.experts.63.down_proj,0.0000030174,0.05000,1.032
1,self_attn.qkv_proj,0.0000051038,0.05000,0.926
1,self_attn.o_proj,0.0000033380,0.05000,0.922
1,mlp.gate.wg,0.0000532403,0.05000,0.937
1,mlp.shared_mlp.gate_and_up_proj,0.0002997211,0.05000,0.925
1,mlp.shared_mlp.down_proj,0.0000070259,0.05000,0.722
1,mlp.experts.0.gate_and_up_proj,0.0004859935,0.05000,2.475
1,mlp.experts.1.gate_and_up_proj,0.0001303600,0.05000,2.488
1,mlp.experts.2.gate_and_up_proj,0.0000632412,0.05000,2.494
1,mlp.experts.3.gate_and_up_proj,0.0000755052,0.05000,3.048
1,mlp.experts.4.gate_and_up_proj,0.0000483369,0.05000,3.272
1,mlp.experts.5.gate_and_up_proj,0.0000821033,0.05000,3.355
1,mlp.experts.6.gate_and_up_proj,0.0000332146,0.05000,3.317
1,mlp.experts.7.gate_and_up_proj,0.0002003007,0.05000,3.328
1,mlp.experts.8.gate_and_up_proj,0.0000394988,0.05000,3.597
1,mlp.experts.9.gate_and_up_proj,0.0001302042,0.05000,2.841
1,mlp.experts.10.gate_and_up_proj,0.0000528522,0.05000,2.859
1,mlp.experts.11.gate_and_up_proj,0.0000304049,0.05000,2.751
1,mlp.experts.12.gate_and_up_proj,0.0001239488,0.05000,2.544
1,mlp.experts.13.gate_and_up_proj,0.0000800479,0.05000,2.755
1,mlp.experts.14.gate_and_up_proj,0.0000353804,0.05000,2.591
1,mlp.experts.15.gate_and_up_proj,0.0000679141,0.05000,2.394
1,mlp.experts.17.gate_and_up_proj,0.0002310623,0.05000,2.364
1,mlp.experts.16.gate_and_up_proj,0.0001350448,0.05000,2.585
1,mlp.experts.18.gate_and_up_proj,0.0000135923,0.05000,2.403
1,mlp.experts.19.gate_and_up_proj,0.0000729392,0.05000,2.422
1,mlp.experts.20.gate_and_up_proj,0.0000977872,0.05000,2.547
1,mlp.experts.21.gate_and_up_proj,0.0000821548,0.05000,2.284
1,mlp.experts.22.gate_and_up_proj,0.0000745188,0.05000,2.307
1,mlp.experts.23.gate_and_up_proj,0.0001941427,0.05000,2.361
1,mlp.experts.24.gate_and_up_proj,0.0000375462,0.05000,2.231
1,mlp.experts.25.gate_and_up_proj,0.0000695331,0.05000,2.269
1,mlp.experts.26.gate_and_up_proj,0.0000456613,0.05000,2.414
1,mlp.experts.27.gate_and_up_proj,0.0000433122,0.05000,2.251
1,mlp.experts.28.gate_and_up_proj,0.0000605339,0.05000,2.318
1,mlp.experts.29.gate_and_up_proj,0.0000418677,0.05000,2.468
1,mlp.experts.30.gate_and_up_proj,0.0000863213,0.05000,2.247
1,mlp.experts.31.gate_and_up_proj,0.0000913844,0.05000,2.298
1,mlp.experts.32.gate_and_up_proj,0.0000505317,0.05000,2.301
1,mlp.experts.33.gate_and_up_proj,0.0002106223,0.05000,2.236
1,mlp.experts.34.gate_and_up_proj,0.0000967719,0.05000,2.270
1,mlp.experts.35.gate_and_up_proj,0.0001383943,0.05000,2.465
1,mlp.experts.36.gate_and_up_proj,0.0000479545,0.05000,2.240
1,mlp.experts.37.gate_and_up_proj,0.0003458288,0.05000,2.310
1,mlp.experts.38.gate_and_up_proj,0.0000409501,0.05000,2.335
1,mlp.experts.39.gate_and_up_proj,0.0000605247,0.05000,2.277
1,mlp.experts.40.gate_and_up_proj,0.0000497956,0.05000,2.355
1,mlp.experts.41.gate_and_up_proj,0.0000543358,0.05000,2.377
1,mlp.experts.42.gate_and_up_proj,0.0001414728,0.05000,2.278
1,mlp.experts.43.gate_and_up_proj,0.0000311661,0.05000,2.377
1,mlp.experts.44.gate_and_up_proj,0.0000655543,0.05000,2.476
1,mlp.experts.45.gate_and_up_proj,0.0002325718,0.05000,2.342
1,mlp.experts.46.gate_and_up_proj,0.0000258416,0.05000,2.345
1,mlp.experts.47.gate_and_up_proj,0.0002130999,0.05000,2.388
1,mlp.experts.48.gate_and_up_proj,0.0002983082,0.05000,2.299
1,mlp.experts.49.gate_and_up_proj,0.0000661580,0.05000,2.404
1,mlp.experts.50.gate_and_up_proj,0.0000203128,0.05000,2.562
1,mlp.experts.51.gate_and_up_proj,0.0002288541,0.05000,2.337
1,mlp.experts.52.gate_and_up_proj,0.0000377569,0.05000,2.414
1,mlp.experts.53.gate_and_up_proj,0.0000778524,0.05000,2.320
1,mlp.experts.54.gate_and_up_proj,0.0001542183,0.05000,2.287
1,mlp.experts.55.gate_and_up_proj,0.0000924724,0.05000,2.343
1,mlp.experts.57.gate_and_up_proj,0.0000758918,0.05000,2.266
1,mlp.experts.56.gate_and_up_proj,0.0000787396,0.05000,2.366
1,mlp.experts.58.gate_and_up_proj,0.0001080521,0.05000,2.674
1,mlp.experts.59.gate_and_up_proj,0.0001143290,0.05000,2.386
1,mlp.experts.60.gate_and_up_proj,0.0000757194,0.05000,2.534
1,mlp.experts.61.gate_and_up_proj,0.0001201123,0.05000,2.380
1,mlp.experts.62.gate_and_up_proj,0.0000128760,0.05000,2.066
1,mlp.experts.63.gate_and_up_proj,0.0000245553,0.05000,1.939
1,mlp.experts.0.down_proj,0.0000052948,0.05000,1.772
1,mlp.experts.2.down_proj,0.0000008504,0.05000,1.779
1,mlp.experts.1.down_proj,0.0000016991,0.05000,1.831
1,mlp.experts.3.down_proj,0.0000008634,0.05000,1.818
1,mlp.experts.5.down_proj,0.0000011558,0.05000,1.854
1,mlp.experts.4.down_proj,0.0000005744,0.05000,1.980
1,mlp.experts.6.down_proj,0.0000004622,0.05000,1.959
1,mlp.experts.7.down_proj,0.0000041182,0.05000,1.926
1,mlp.experts.8.down_proj,0.0000005999,0.05000,1.934
1,mlp.experts.9.down_proj,0.0000019476,0.05000,1.979
1,mlp.experts.10.down_proj,0.0000006341,0.05000,2.095
1,mlp.experts.11.down_proj,0.0000006483,0.05000,2.032
1,mlp.experts.12.down_proj,0.0000016017,0.05000,2.502
1,mlp.experts.14.down_proj,0.0000004133,0.05000,2.495
1,mlp.experts.13.down_proj,0.0000025243,0.05000,2.828
1,mlp.experts.15.down_proj,0.0000011742,0.05000,2.302
1,mlp.experts.16.down_proj,0.0000024735,0.05000,2.229
1,mlp.experts.17.down_proj,0.0000041530,0.05000,2.184
1,mlp.experts.18.down_proj,0.0000001728,0.05000,2.062
1,mlp.experts.19.down_proj,0.0000010190,0.05000,2.034
1,mlp.experts.20.down_proj,0.0000013823,0.05000,2.037
1,mlp.experts.21.down_proj,0.0000009915,0.05000,2.084
1,mlp.experts.22.down_proj,0.0000007424,0.05000,2.081
1,mlp.experts.23.down_proj,0.0000035476,0.05000,2.116
1,mlp.experts.24.down_proj,0.0000004274,0.05000,2.107
1,mlp.experts.25.down_proj,0.0000009268,0.05000,2.101
1,mlp.experts.26.down_proj,0.0000005603,0.05000,2.157
1,mlp.experts.27.down_proj,0.0000007367,0.05000,2.078
1,mlp.experts.28.down_proj,0.0000008526,0.05000,2.073
1,mlp.experts.29.down_proj,0.0000005933,0.05000,2.113
1,mlp.experts.30.down_proj,0.0000032272,0.05000,2.135
1,mlp.experts.31.down_proj,0.0000011718,0.05000,2.104
1,mlp.experts.32.down_proj,0.0000005809,0.05000,2.126
1,mlp.experts.34.down_proj,0.0000012400,0.05000,2.006
1,mlp.experts.33.down_proj,0.0000043716,0.05000,2.107
1,mlp.experts.35.down_proj,0.0000012818,0.05000,2.029
1,mlp.experts.36.down_proj,0.0000004736,0.05000,2.108
1,mlp.experts.37.down_proj,0.0000042844,0.05000,2.125
1,mlp.experts.38.down_proj,0.0000003652,0.05000,2.133
1,mlp.experts.39.down_proj,0.0000007157,0.05000,2.126
1,mlp.experts.40.down_proj,0.0000011941,0.05000,2.138
1,mlp.experts.41.down_proj,0.0000010989,0.05000,2.163
1,mlp.experts.42.down_proj,0.0000016609,0.05000,2.098
1,mlp.experts.43.down_proj,0.0000007219,0.05000,2.053
1,mlp.experts.44.down_proj,0.0000015204,0.05000,2.049
1,mlp.experts.45.down_proj,0.0000042061,0.05000,2.006
1,mlp.experts.46.down_proj,0.0000001727,0.05000,1.992
1,mlp.experts.47.down_proj,0.0000034376,0.05000,2.057
1,mlp.experts.48.down_proj,0.0000061126,0.05000,2.046
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3,self_attn.qkv_proj,0.0000154700,0.05000,0.928
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5,self_attn.qkv_proj,0.0000339299,0.05000,0.946
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5,mlp.gate.wg,0.0000701408,0.05000,0.907
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31,mlp.experts.41.down_proj,0.0000040595,0.05000,1.828
31,mlp.experts.42.down_proj,0.0000104981,0.05000,1.793
31,mlp.experts.43.down_proj,0.0000340765,0.05000,1.837
31,mlp.experts.44.down_proj,0.0000212817,0.05000,1.850
31,mlp.experts.45.down_proj,0.0001813159,0.05000,1.909
31,mlp.experts.46.down_proj,0.0000488775,0.05000,1.951
31,mlp.experts.47.down_proj,0.0000164601,0.05000,1.961
31,mlp.experts.48.down_proj,0.0000484968,0.05000,1.961
31,mlp.experts.49.down_proj,0.0000679595,0.05000,1.946
31,mlp.experts.50.down_proj,0.0000114642,0.05000,1.968
31,mlp.experts.51.down_proj,0.0000000000,0.05000,1.967
31,mlp.experts.52.down_proj,0.0000090859,0.05000,2.004
31,mlp.experts.53.down_proj,0.0000005202,0.05000,2.025
31,mlp.experts.54.down_proj,0.0000103265,0.05000,2.050
31,mlp.experts.55.down_proj,0.0001025669,0.05000,2.057
31,mlp.experts.56.down_proj,0.0000195529,0.05000,2.053
31,mlp.experts.57.down_proj,0.0000000000,0.05000,2.026
31,mlp.experts.58.down_proj,0.0000129145,0.05000,2.062
31,mlp.experts.59.down_proj,0.0000420109,0.05000,2.065
31,mlp.experts.60.down_proj,0.0000000000,0.05000,2.075
31,mlp.experts.61.down_proj,0.0000312128,0.05000,2.070
31,mlp.experts.62.down_proj,0.0000369926,0.05000,2.035
31,mlp.experts.63.down_proj,0.0000613165,0.05000,1.004