[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wq_QuantMultA Stdmean     1.6591993575140144e-06 StdStd        1.6591993575140144e-06
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wq_QuantMultA MeanAbsMean 0.8070043617021277 MeanAbsStd    0.0011222268122388411
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wq_QuantMultA StdAbsmean  0.0015287992384098738 StdAbsStd     0.0015287992384098738
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wk_QuantMultA MaxAbsMean: 4.630890957446808 MaxAbsStdDev: 0.19553486284933644
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wk_QuantMultA MeanMean    4.002367127659575e-06 MeanStd       4.0028341720140055e-07
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wk_QuantMultA Stdmean     1.6591993575140144e-06 StdStd        1.6591993575140144e-06
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wk_QuantMultA MeanAbsMean 0.8070043617021277 MeanAbsStd    0.0011222268122388411
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wk_QuantMultA StdAbsmean  0.0015287992384098738 StdAbsStd     0.0015287992384098738
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wv_QuantMultA MaxAbsMean: 4.630890957446808 MaxAbsStdDev: 0.19553486284933644
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wv_QuantMultA MeanMean    4.002367127659575e-06 MeanStd       4.0028341720140055e-07
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wv_QuantMultA Stdmean     1.6591993575140144e-06 StdStd        1.6591993575140144e-06
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wv_QuantMultA MeanAbsMean 0.8070043617021277 MeanAbsStd    0.0011222268122388411
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wv_QuantMultA StdAbsmean  0.0015287992384098738 StdAbsStd     0.0015287992384098738
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wo_QuantMultA MaxAbsMean: 2.794377765957447 MaxAbsStdDev: 0.30435302627102
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wo_QuantMultA MeanMean    -0.038674425212765956 MeanStd       0.012477729504017347
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wo_QuantMultA Stdmean     0.028259363356941243 StdStd        0.028259363356941243
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wo_QuantMultA MeanAbsMean 0.5166093191489363 MeanAbsStd    0.019438023716533706
[task 2023-12-20T16:29:58.894Z] encoder_l2_self_Wo_QuantMultA StdAbsmean  0.020294128728998728 StdAbsStd     0.020294128728998728
[task 2023-12-20T16:29:58.894Z] encoder_l2_ffn_W1_QuantMultA MaxAbsMean: 4.237700106382979 MaxAbsStdDev: 0.17442736612769225
[task 2023-12-20T16:29:58.894Z] encoder_l2_ffn_W1_QuantMultA MeanMean    2.053512553191489e-06 MeanStd       2.57425158361243e-07
[task 2023-12-20T16:29:58.894Z] encoder_l2_ffn_W1_QuantMultA Stdmean     1.8768381664182665e-06 StdStd        1.8768381664182665e-06
[task 2023-12-20T16:29:58.894Z] encoder_l2_ffn_W1_QuantMultA MeanAbsMean 0.8027420638297873 MeanAbsStd    0.0005526650866966614
[task 2023-12-20T16:29:58.894Z] encoder_l2_ffn_W1_QuantMultA StdAbsmean  0.0007470039737083619 StdAbsStd     0.0007470039737083619
[task 2023-12-20T16:29:58.894Z] encoder_l2_ffn_W2_QuantMultA MaxAbsMean: 2.6955939361702126 MaxAbsStdDev: 0.10670025886046175
[task 2023-12-20T16:29:58.894Z] encoder_l2_ffn_W2_QuantMultA MeanMean    0.2081401914893617 MeanStd       0.0013731723271052211
[task 2023-12-20T16:29:58.894Z] encoder_l2_ffn_W2_QuantMultA Stdmean     0.0007698662097967897 StdStd        0.0007698662097967897
[task 2023-12-20T16:29:58.894Z] encoder_l2_ffn_W2_QuantMultA MeanAbsMean 0.2081401914893617 MeanAbsStd    0.0013731723271052211
[task 2023-12-20T16:29:58.894Z] encoder_l2_ffn_W2_QuantMultA StdAbsmean  0.0007698662097967897 StdAbsStd     0.0007698662097967897
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wq_QuantMultA MaxAbsMean: 4.344226808510638 MaxAbsStdDev: 0.17411166158050712
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wq_QuantMultA MeanMean    -9.822197021276597e-07 MeanStd       2.1574471331827252e-07
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wq_QuantMultA Stdmean     1.9002096570226687e-06 StdStd        1.9002096570226687e-06
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wq_QuantMultA MeanAbsMean 0.7992623404255317 MeanAbsStd    0.0006849721154938167
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wq_QuantMultA StdAbsmean  0.0009150197283196273 StdAbsStd     0.0009150197283196273
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wk_QuantMultA MaxAbsMean: 4.344226808510638 MaxAbsStdDev: 0.17411166158050712
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wk_QuantMultA MeanMean    -9.822197021276597e-07 MeanStd       2.1574471331827252e-07
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wk_QuantMultA Stdmean     1.9002096570226687e-06 StdStd        1.9002096570226687e-06
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wk_QuantMultA MeanAbsMean 0.7992623404255317 MeanAbsStd    0.0006849721154938167
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wk_QuantMultA StdAbsmean  0.0009150197283196273 StdAbsStd     0.0009150197283196273
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wv_QuantMultA MaxAbsMean: 4.344226808510638 MaxAbsStdDev: 0.17411166158050712
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wv_QuantMultA MeanMean    -9.822197021276597e-07 MeanStd       2.1574471331827252e-07
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wv_QuantMultA Stdmean     1.9002096570226687e-06 StdStd        1.9002096570226687e-06
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wv_QuantMultA MeanAbsMean 0.7992623404255317 MeanAbsStd    0.0006849721154938167
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wv_QuantMultA StdAbsmean  0.0009150197283196273 StdAbsStd     0.0009150197283196273
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wo_QuantMultA MaxAbsMean: 2.7567665957446805 MaxAbsStdDev: 0.16118231035504416
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wo_QuantMultA MeanMean    0.01064120784042553 MeanStd       0.011222468692914513
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wo_QuantMultA Stdmean     0.03299338584028756 StdStd        0.03299338584028756
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wo_QuantMultA MeanAbsMean 0.6156858085106383 MeanAbsStd    0.023670914552025437
[task 2023-12-20T16:29:58.894Z] encoder_l3_self_Wo_QuantMultA StdAbsmean  0.02365584376409958 StdAbsStd     0.02365584376409958
[task 2023-12-20T16:29:58.894Z] encoder_l3_ffn_W1_QuantMultA MaxAbsMean: 4.058503936170212 MaxAbsStdDev: 0.12561727055690292
[task 2023-12-20T16:29:58.894Z] encoder_l3_ffn_W1_QuantMultA MeanMean    -1.286210138297872e-06 MeanStd       4.3825933303571125e-07
[task 2023-12-20T16:29:58.894Z] encoder_l3_ffn_W1_QuantMultA Stdmean     1.51482787329961e-06 StdStd        1.51482787329961e-06
[task 2023-12-20T16:29:58.897Z] encoder_l3_ffn_W1_QuantMultA MeanAbsMean 0.8005546276595744 MeanAbsStd    0.0017450408273224402
[task 2023-12-20T16:29:58.897Z] encoder_l3_ffn_W1_QuantMultA StdAbsmean  0.0023343047313911353 StdAbsStd     0.0023343047313911353
[task 2023-12-20T16:29:58.897Z] encoder_l3_ffn_W2_QuantMultA MaxAbsMean: 2.2644225531914897 MaxAbsStdDev: 0.09919854143720283
[task 2023-12-20T16:29:58.897Z] encoder_l3_ffn_W2_QuantMultA MeanMean    0.21089461702127657 MeanStd       0.0015445504551960885
[task 2023-12-20T16:29:58.897Z] encoder_l3_ffn_W2_QuantMultA Stdmean     0.0016322410883735617 StdStd        0.0016322410883735617
[task 2023-12-20T16:29:58.897Z] encoder_l3_ffn_W2_QuantMultA MeanAbsMean 0.21089461702127657 MeanAbsStd    0.0015445504551960885
[task 2023-12-20T16:29:58.897Z] encoder_l3_ffn_W2_QuantMultA StdAbsmean  0.0016322410883735617 StdAbsStd     0.0016322410883735617
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wq_QuantMultA MaxAbsMean: 4.386060319148936 MaxAbsStdDev: 0.19323255874310824
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wq_QuantMultA MeanMean    1.0953967542553192e-07 MeanStd       4.019502593469521e-07
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wq_QuantMultA Stdmean     1.231104352468416e-06 StdStd        1.231104352468416e-06
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wq_QuantMultA MeanAbsMean 0.7983010106382981 MeanAbsStd    0.0016888339455468993
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wq_QuantMultA StdAbsmean  0.0022491706774259734 StdAbsStd     0.0022491706774259734
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wk_QuantMultA MaxAbsMean: 4.386060319148936 MaxAbsStdDev: 0.19323255874310824
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wk_QuantMultA MeanMean    1.0953967542553192e-07 MeanStd       4.019502593469521e-07
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wk_QuantMultA Stdmean     1.231104352468416e-06 StdStd        1.231104352468416e-06
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wk_QuantMultA MeanAbsMean 0.7983010106382981 MeanAbsStd    0.0016888339455468993
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wk_QuantMultA StdAbsmean  0.0022491706774259734 StdAbsStd     0.0022491706774259734
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wv_QuantMultA MaxAbsMean: 4.386060319148936 MaxAbsStdDev: 0.19323255874310824
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wv_QuantMultA MeanMean    1.0953967542553192e-07 MeanStd       4.019502593469521e-07
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wv_QuantMultA Stdmean     1.231104352468416e-06 StdStd        1.231104352468416e-06
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wv_QuantMultA MeanAbsMean 0.7983010106382981 MeanAbsStd    0.0016888339455468993
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wv_QuantMultA StdAbsmean  0.0022491706774259734 StdAbsStd     0.0022491706774259734
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wo_QuantMultA MaxAbsMean: 2.8161825531914895 MaxAbsStdDev: 0.1809801743575867
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wo_QuantMultA MeanMean    -0.009687224819148937 MeanStd       0.016061865830190765
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wo_QuantMultA Stdmean     0.01876649079544647 StdStd        0.01876649079544647
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wo_QuantMultA MeanAbsMean 0.6824955319148935 MeanAbsStd    0.015469194946458415
[task 2023-12-20T16:29:58.897Z] encoder_l4_self_Wo_QuantMultA StdAbsmean  0.011159924855907295 StdAbsStd     0.011159924855907295
[task 2023-12-20T16:29:58.897Z] encoder_l4_ffn_W1_QuantMultA MaxAbsMean: 3.9903634042553198 MaxAbsStdDev: 0.26191259467637895
[task 2023-12-20T16:29:58.897Z] encoder_l4_ffn_W1_QuantMultA MeanMean    -4.56264e-06 MeanStd       2.9799429356952456e-07
[task 2023-12-20T16:29:58.897Z] encoder_l4_ffn_W1_QuantMultA Stdmean     1.5737491170390932e-06 StdStd        1.5737491170390932e-06
[task 2023-12-20T16:29:58.897Z] encoder_l4_ffn_W1_QuantMultA MeanAbsMean 0.8087443723404255 MeanAbsStd    0.0032484963362252647
[task 2023-12-20T16:29:58.897Z] encoder_l4_ffn_W1_QuantMultA StdAbsmean  0.004467979032238849 StdAbsStd     0.004467979032238849
[task 2023-12-20T16:29:58.897Z] encoder_l4_ffn_W2_QuantMultA MaxAbsMean: 2.47518 MaxAbsStdDev: 0.07576287425179705
[task 2023-12-20T16:29:58.897Z] encoder_l4_ffn_W2_QuantMultA MeanMean    0.22396495744680855 MeanStd       0.000772257149252893
[task 2023-12-20T16:29:58.897Z] encoder_l4_ffn_W2_QuantMultA Stdmean     0.0008023193825278696 StdStd        0.0008023193825278696
[task 2023-12-20T16:29:58.897Z] encoder_l4_ffn_W2_QuantMultA MeanAbsMean 0.22396495744680855 MeanAbsStd    0.000772257149252893
[task 2023-12-20T16:29:58.897Z] encoder_l4_ffn_W2_QuantMultA StdAbsmean  0.0008023193825278696 StdAbsStd     0.0008023193825278696
[task 2023-12-20T16:29:58.897Z] encoder_l5_self_Wq_QuantMultA MaxAbsMean: 4.187510106382979 MaxAbsStdDev: 0.231026503179322
[task 2023-12-20T16:29:58.897Z] encoder_l5_self_Wq_QuantMultA MeanMean    -5.184609255319149e-06 MeanStd       3.6719720049818027e-07
[task 2023-12-20T16:29:58.897Z] encoder_l5_self_Wq_QuantMultA Stdmean     1.5926210562621772e-06 StdStd        1.5926210562621772e-06
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wq_QuantMultA MeanAbsMean 0.8078157340425532 MeanAbsStd    0.0027121618023327075
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wq_QuantMultA StdAbsmean  0.0037154735490431937 StdAbsStd     0.0037154735490431937
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wk_QuantMultA MaxAbsMean: 4.187510106382979 MaxAbsStdDev: 0.231026503179322
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wk_QuantMultA MeanMean    -5.184609255319149e-06 MeanStd       3.6719720049818027e-07
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wk_QuantMultA Stdmean     1.5926210562621772e-06 StdStd        1.5926210562621772e-06
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wk_QuantMultA MeanAbsMean 0.8078157340425532 MeanAbsStd    0.0027121618023327075
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wk_QuantMultA StdAbsmean  0.0037154735490431937 StdAbsStd     0.0037154735490431937
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wv_QuantMultA MaxAbsMean: 4.187510106382979 MaxAbsStdDev: 0.231026503179322
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wv_QuantMultA MeanMean    -5.184609255319149e-06 MeanStd       3.6719720049818027e-07
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wv_QuantMultA Stdmean     1.5926210562621772e-06 StdStd        1.5926210562621772e-06
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wv_QuantMultA MeanAbsMean 0.8078157340425532 MeanAbsStd    0.0027121618023327075
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wv_QuantMultA StdAbsmean  0.0037154735490431937 StdAbsStd     0.0037154735490431937
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wo_QuantMultA MaxAbsMean: 3.104782765957447 MaxAbsStdDev: 0.101033153484328
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wo_QuantMultA MeanMean    0.0829905404255319 MeanStd       0.0037034087753736716
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wo_QuantMultA Stdmean     0.014983106780514116 StdStd        0.014983106780514116
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wo_QuantMultA MeanAbsMean 0.7971891914893618 MeanAbsStd    0.013714059637076446
[task 2023-12-20T16:29:58.898Z] encoder_l5_self_Wo_QuantMultA StdAbsmean  0.008946738560457182 StdAbsStd     0.008946738560457182
[task 2023-12-20T16:29:58.898Z] encoder_l5_ffn_W1_QuantMultA MaxAbsMean: 4.061478723404255 MaxAbsStdDev: 0.09555868659351008
[task 2023-12-20T16:29:58.898Z] encoder_l5_ffn_W1_QuantMultA MeanMean    -5.50280685106383e-07 MeanStd       2.527598158273606e-07
[task 2023-12-20T16:29:58.898Z] encoder_l5_ffn_W1_QuantMultA Stdmean     1.579240896996348e-06 StdStd        1.579240896996348e-06
[task 2023-12-20T16:29:58.898Z] encoder_l5_ffn_W1_QuantMultA MeanAbsMean 0.8029807978723407 MeanAbsStd    0.00359000978064153
[task 2023-12-20T16:29:58.898Z] encoder_l5_ffn_W1_QuantMultA StdAbsmean  0.004828816245960977 StdAbsStd     0.004828816245960977
[task 2023-12-20T16:29:58.898Z] encoder_l5_ffn_W2_QuantMultA MaxAbsMean: 2.40465414893617 MaxAbsStdDev: 0.07528251102898258
[task 2023-12-20T16:29:58.898Z] encoder_l5_ffn_W2_QuantMultA MeanMean    0.21355642553191487 MeanStd       0.0007055343906354942
[task 2023-12-20T16:29:58.898Z] encoder_l5_ffn_W2_QuantMultA Stdmean     0.0005261940346148776 StdStd        0.0005261940346148776
[task 2023-12-20T16:29:58.898Z] encoder_l5_ffn_W2_QuantMultA MeanAbsMean 0.21355642553191487 MeanAbsStd    0.0007055343906354942
[task 2023-12-20T16:29:58.898Z] encoder_l5_ffn_W2_QuantMultA StdAbsmean  0.0005261940346148776 StdAbsStd     0.0005261940346148776
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wq_QuantMultA MaxAbsMean: 3.675445319148935 MaxAbsStdDev: 0.16198996795639894
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wq_QuantMultA MeanMean    6.365812872340427e-06 MeanStd       2.512530912506874e-07
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wq_QuantMultA Stdmean     1.6798071091494901e-06 StdStd        1.6798071091494901e-06
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wq_QuantMultA MeanAbsMean 0.8101081063829787 MeanAbsStd    0.0034336878768302733
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wq_QuantMultA StdAbsmean  0.004728800359376689 StdAbsStd     0.004728800359376689
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wk_QuantMultA MaxAbsMean: 3.675445319148935 MaxAbsStdDev: 0.16198996795639894
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wk_QuantMultA MeanMean    6.365812872340427e-06 MeanStd       2.512530912506874e-07
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wk_QuantMultA Stdmean     1.6798071091494901e-06 StdStd        1.6798071091494901e-06
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wk_QuantMultA MeanAbsMean 0.8101081063829787 MeanAbsStd    0.0034336878768302733
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wk_QuantMultA StdAbsmean  0.004728800359376689 StdAbsStd     0.004728800359376689
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wv_QuantMultA MaxAbsMean: 3.675445319148935 MaxAbsStdDev: 0.16198996795639894
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wv_QuantMultA MeanMean    6.365812872340427e-06 MeanStd       2.512530912506874e-07
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wv_QuantMultA Stdmean     1.6798071091494901e-06 StdStd        1.6798071091494901e-06
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wv_QuantMultA MeanAbsMean 0.8101081063829787 MeanAbsStd    0.0034336878768302733
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wv_QuantMultA StdAbsmean  0.004728800359376689 StdAbsStd     0.004728800359376689
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wo_QuantMultA MaxAbsMean: 2.989432553191489 MaxAbsStdDev: 0.1624516830029855
[task 2023-12-20T16:29:58.898Z] encoder_l6_self_Wo_QuantMultA MeanMean    0.04475673510638297 MeanStd       0.01410851039021444
[task 2023-12-20T16:29:58.997Z] encoder_l6_self_Wo_QuantMultA Stdmean     0.015347075624100535 StdStd        0.015347075624100535
[task 2023-12-20T16:29:58.997Z] encoder_l6_self_Wo_QuantMultA MeanAbsMean 0.7857237765957449 MeanAbsStd    0.014824748445466693
[task 2023-12-20T16:29:58.997Z] encoder_l6_self_Wo_QuantMultA StdAbsmean  0.006086976176910067 StdAbsStd     0.006086976176910067
[task 2023-12-20T16:29:58.997Z] encoder_l6_ffn_W1_QuantMultA MaxAbsMean: 3.8911130851063835 MaxAbsStdDev: 0.20185290352043753
[task 2023-12-20T16:29:58.997Z] encoder_l6_ffn_W1_QuantMultA MeanMean    1.8845188297872347e-06 MeanStd       2.2615110374061557e-07
[task 2023-12-20T16:29:58.997Z] encoder_l6_ffn_W1_QuantMultA Stdmean     1.850085336875272e-06 StdStd        1.850085336875272e-06
[task 2023-12-20T16:29:58.997Z] encoder_l6_ffn_W1_QuantMultA MeanAbsMean 0.8045398936170213 MeanAbsStd    0.0046990471000254
[task 2023-12-20T16:29:58.997Z] encoder_l6_ffn_W1_QuantMultA StdAbsmean  0.006331650856434745 StdAbsStd     0.006331650856434745
[task 2023-12-20T16:29:58.997Z] encoder_l6_ffn_W2_QuantMultA MaxAbsMean: 2.5011792553191485 MaxAbsStdDev: 0.11346958169801301
[task 2023-12-20T16:29:58.997Z] encoder_l6_ffn_W2_QuantMultA MeanMean    0.21553278723404257 MeanStd       0.002623304359627623
[task 2023-12-20T16:29:58.997Z] encoder_l6_ffn_W2_QuantMultA Stdmean     0.0021123944329820205 StdStd        0.0021123944329820205
[task 2023-12-20T16:29:58.997Z] encoder_l6_ffn_W2_QuantMultA MeanAbsMean 0.21553278723404257 MeanAbsStd    0.002623304359627623
[task 2023-12-20T16:29:58.997Z] encoder_l6_ffn_W2_QuantMultA StdAbsmean  0.0021123944329820205 StdAbsStd     0.0021123944329820205
[task 2023-12-20T16:29:58.997Z] decoder_l1_rnn_W_QuantMultA MaxAbsMean: 2.706183705637753 MaxAbsStdDev: 0.11588262379069353
[task 2023-12-20T16:29:58.997Z] decoder_l1_rnn_W_QuantMultA MeanMean    0.2957558106082584 MeanStd       0.06091061616915986
[task 2023-12-20T16:29:58.997Z] decoder_l1_rnn_W_QuantMultA Stdmean     0.05386629212032332 StdStd        0.05386629212032332
[task 2023-12-20T16:29:58.997Z] decoder_l1_rnn_W_QuantMultA MeanAbsMean 1.0348108666956775 MeanAbsStd    0.040427356175184455
[task 2023-12-20T16:29:58.997Z] decoder_l1_rnn_W_QuantMultA StdAbsmean  0.018381094630219905 StdAbsStd     0.018381094630219905
[task 2023-12-20T16:29:58.997Z] decoder_l1_rnn_Wf_QuantMultA MaxAbsMean: 2.706183705637753 MaxAbsStdDev: 0.11588262379069353
[task 2023-12-20T16:29:58.997Z] decoder_l1_rnn_Wf_QuantMultA MeanMean    0.2957558106082584 MeanStd       0.06091061616915986
[task 2023-12-20T16:29:58.997Z] decoder_l1_rnn_Wf_QuantMultA Stdmean     0.05386629212032332 StdStd        0.05386629212032332
[task 2023-12-20T16:29:58.997Z] decoder_l1_rnn_Wf_QuantMultA MeanAbsMean 1.0348108666956775 MeanAbsStd    0.040427356175184455
[task 2023-12-20T16:29:58.997Z] decoder_l1_rnn_Wf_QuantMultA StdAbsmean  0.018381094630219905 StdAbsStd     0.018381094630219905
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wq_QuantMultA MaxAbsMean: 3.2131623082873997 MaxAbsStdDev: 0.24407254039061832
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wq_QuantMultA MeanMean    4.116325481324824e-07 MeanStd       1.0545500325917807e-06
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wq_QuantMultA Stdmean     2.863582819827259e-06 StdStd        2.863582819827259e-06
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wq_QuantMultA MeanAbsMean 0.8182238514166909 MeanAbsStd    0.01139677711112512
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wq_QuantMultA StdAbsmean  0.018469701023763035 StdAbsStd     0.018469701023763035
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wk_QuantMultA MaxAbsMean: 3.992358617021277 MaxAbsStdDev: 0.13932314590281683
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wk_QuantMultA MeanMean    2.6030461702127657e-06 MeanStd       1.9868937589575182e-07
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wk_QuantMultA Stdmean     1.920706307772832e-06 StdStd        1.920706307772832e-06
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wk_QuantMultA MeanAbsMean 0.805529425531915 MeanAbsStd    0.00944635591619955
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wk_QuantMultA StdAbsmean  0.012801207566804074 StdAbsStd     0.012801207566804074
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wv_QuantMultA MaxAbsMean: 3.992358617021277 MaxAbsStdDev: 0.13932314590281683
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wv_QuantMultA MeanMean    2.6030461702127657e-06 MeanStd       1.9868937589575182e-07
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wv_QuantMultA Stdmean     1.920706307772832e-06 StdStd        1.920706307772832e-06
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wv_QuantMultA MeanAbsMean 0.805529425531915 MeanAbsStd    0.00944635591619955
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wv_QuantMultA StdAbsmean  0.012801207566804074 StdAbsStd     0.012801207566804074
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wo_QuantMultA MaxAbsMean: 3.066723730780389 MaxAbsStdDev: 0.15654079042509927
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wo_QuantMultA MeanMean    0.0026346085216115453 MeanStd       0.016235536313244467
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wo_QuantMultA Stdmean     0.01560445392523899 StdStd        0.01560445392523899
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wo_QuantMultA MeanAbsMean 0.7756145514940528 MeanAbsStd    0.012028500320623373
[task 2023-12-20T16:29:58.997Z] decoder_l1_context_Wo_QuantMultA StdAbsmean  0.010292001787429499 StdAbsStd     0.010292001787429499
[task 2023-12-20T16:29:58.998Z] decoder_l1_ffn_W1_QuantMultA MaxAbsMean: 3.2650051837346483 MaxAbsStdDev: 0.17615832625153868
[task 2023-12-20T16:29:58.998Z] decoder_l1_ffn_W1_QuantMultA MeanMean    -4.0063199524596274e-07 MeanStd       8.990500061259668e-07
[task 2023-12-20T16:29:58.998Z] decoder_l1_ffn_W1_QuantMultA Stdmean     2.4403051586106634e-06 StdStd        2.4403051586106634e-06
[task 2023-12-20T16:29:58.998Z] decoder_l1_ffn_W1_QuantMultA MeanAbsMean 0.8023137769074558 MeanAbsStd    0.007700253941293288
[task 2023-12-20T16:29:58.998Z] decoder_l1_ffn_W1_QuantMultA StdAbsmean  0.010318131805875454 StdAbsStd     0.010318131805875454
[task 2023-12-20T16:29:58.998Z] decoder_l1_ffn_W2_QuantMultA MaxAbsMean: 2.0495017174354513 MaxAbsStdDev: 0.14299393589771495
[task 2023-12-20T16:29:58.998Z] decoder_l1_ffn_W2_QuantMultA MeanMean    0.2161987064597234 MeanStd       0.003536235637776056
[task 2023-12-20T16:29:58.998Z] decoder_l1_ffn_W2_QuantMultA Stdmean     0.003516160528233062 StdStd        0.003516160528233062
[task 2023-12-20T16:29:58.998Z] decoder_l1_ffn_W2_QuantMultA MeanAbsMean 0.2161987064597234 MeanAbsStd    0.003536235637776056
[task 2023-12-20T16:29:58.998Z] decoder_l1_ffn_W2_QuantMultA StdAbsmean  0.003516160528233062 StdAbsStd     0.003516160528233062
[task 2023-12-20T16:29:58.998Z] decoder_l2_rnn_W_QuantMultA MaxAbsMean: 3.5938821912774395 MaxAbsStdDev: 0.2751636971363994
[task 2023-12-20T16:29:58.998Z] decoder_l2_rnn_W_QuantMultA MeanMean    1.2058416794143216e-06 MeanStd       6.720956429716436e-07
[task 2023-12-20T16:29:58.998Z] decoder_l2_rnn_W_QuantMultA Stdmean     2.5964014244178523e-06 StdStd        2.5964014244178523e-06
[task 2023-12-20T16:29:58.998Z] decoder_l2_rnn_W_QuantMultA MeanAbsMean 0.7904040846146407 MeanAbsStd    0.007503631627614464
[task 2023-12-20T16:29:58.998Z] decoder_l2_rnn_W_QuantMultA StdAbsmean  0.009678349237313406 StdAbsStd     0.009678349237313406
[task 2023-12-20T16:29:58.998Z] decoder_l2_rnn_Wf_QuantMultA MaxAbsMean: 3.5938821912774395 MaxAbsStdDev: 0.2751636971363994
[task 2023-12-20T16:29:58.998Z] decoder_l2_rnn_Wf_QuantMultA MeanMean    1.2058416794143216e-06 MeanStd       6.720956429716436e-07
[task 2023-12-20T16:29:58.998Z] decoder_l2_rnn_Wf_QuantMultA Stdmean     2.5964014244178523e-06 StdStd        2.5964014244178523e-06
[task 2023-12-20T16:29:58.998Z] decoder_l2_rnn_Wf_QuantMultA MeanAbsMean 0.7904040846146407 MeanAbsStd    0.007503631627614464
[task 2023-12-20T16:29:58.998Z] decoder_l2_rnn_Wf_QuantMultA StdAbsmean  0.009678349237313406 StdAbsStd     0.009678349237313406
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wq_QuantMultA MaxAbsMean: 3.7433971854752923 MaxAbsStdDev: 0.26023696109489247
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wq_QuantMultA MeanMean    -8.65105953217097e-07 MeanStd       6.687520549508592e-07
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wq_QuantMultA Stdmean     3.047655245449143e-06 StdStd        3.047655245449143e-06
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wq_QuantMultA MeanAbsMean 0.7859466729039745 MeanAbsStd    0.006349861232316332
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wq_QuantMultA StdAbsmean  0.008058128454189262 StdAbsStd     0.008058128454189262
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wk_QuantMultA MaxAbsMean: 3.992358617021277 MaxAbsStdDev: 0.13932314590281683
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wk_QuantMultA MeanMean    2.6030461702127657e-06 MeanStd       1.9868937589575182e-07
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wk_QuantMultA Stdmean     1.920706307772832e-06 StdStd        1.920706307772832e-06
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wk_QuantMultA MeanAbsMean 0.805529425531915 MeanAbsStd    0.00944635591619955
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wk_QuantMultA StdAbsmean  0.012801207566804074 StdAbsStd     0.012801207566804074
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wv_QuantMultA MaxAbsMean: 3.992358617021277 MaxAbsStdDev: 0.13932314590281683
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wv_QuantMultA MeanMean    2.6030461702127657e-06 MeanStd       1.9868937589575182e-07
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wv_QuantMultA Stdmean     1.920706307772832e-06 StdStd        1.920706307772832e-06
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wv_QuantMultA MeanAbsMean 0.805529425531915 MeanAbsStd    0.00944635591619955
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wv_QuantMultA StdAbsmean  0.012801207566804074 StdAbsStd     0.012801207566804074
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wo_QuantMultA MaxAbsMean: 3.0534761348032107 MaxAbsStdDev: 0.11432219500638133
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wo_QuantMultA MeanMean    -0.060472834619475876 MeanStd       0.005578523366213727
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wo_QuantMultA Stdmean     0.008049385087107088 StdStd        0.008049385087107088
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wo_QuantMultA MeanAbsMean 0.7483932543757856 MeanAbsStd    0.006762102095664252
[task 2023-12-20T16:29:58.998Z] decoder_l2_context_Wo_QuantMultA StdAbsmean  0.009486491819026131 StdAbsStd     0.009486491819026131
[task 2023-12-20T16:29:58.998Z] decoder_l2_ffn_W1_QuantMultA MaxAbsMean: 3.468422700415821 MaxAbsStdDev: 0.23093518057066276
[task 2023-12-20T16:29:59.236Z] decoder_l2_ffn_W1_QuantMultA MeanMean    -1.1872871725737358e-06 MeanStd       5.296527538393264e-07
[task 2023-12-20T16:29:59.236Z] decoder_l2_ffn_W1_QuantMultA Stdmean     2.287361785997462e-06 StdStd        2.287361785997462e-06
[task 2023-12-20T16:29:59.236Z] decoder_l2_ffn_W1_QuantMultA MeanAbsMean 0.8008524824968571 MeanAbsStd    0.005248495702297496
[task 2023-12-20T16:29:59.236Z] decoder_l2_ffn_W1_QuantMultA StdAbsmean  0.00697956110436798 StdAbsStd     0.00697956110436798
[task 2023-12-20T16:29:59.236Z] decoder_l2_ffn_W2_QuantMultA MaxAbsMean: 2.2622444144666862 MaxAbsStdDev: 0.17172804233283426
[task 2023-12-20T16:29:59.236Z] decoder_l2_ffn_W2_QuantMultA MeanMean    0.20350228125906586 MeanStd       0.0026976189742627635
[task 2023-12-20T16:29:59.236Z] decoder_l2_ffn_W2_QuantMultA Stdmean     0.0027114661489793927 StdStd        0.0027114661489793927
[task 2023-12-20T16:29:59.236Z] decoder_l2_ffn_W2_QuantMultA MeanAbsMean 0.20350228125906586 MeanAbsStd    0.0026976189742627635
[task 2023-12-20T16:29:59.236Z] decoder_l2_ffn_W2_QuantMultA StdAbsmean  0.0027114661489793927 StdAbsStd     0.0027114661489793927
[task 2023-12-20T16:29:59.236Z] Wemb_QuantMultA MaxAbsMean: 3.661843585726719 MaxAbsStdDev: 0.2506246484003487
[task 2023-12-20T16:29:59.236Z] Wemb_QuantMultA MeanMean    3.310549532927182e-06 MeanStd       5.625491039772486e-07
[task 2023-12-20T16:29:59.236Z] Wemb_QuantMultA Stdmean     2.665520101983644e-06 StdStd        2.665520101983644e-06
[task 2023-12-20T16:29:59.236Z] Wemb_QuantMultA MeanAbsMean 0.7900719772265739 MeanAbsStd    0.007380317380105913
[task 2023-12-20T16:29:59.236Z] Wemb_QuantMultA StdAbsmean  0.009490996707120988 StdAbsStd     0.009490996707120988
[task 2023-12-20T16:29:59.302Z] + echo '### Converting'
[task 2023-12-20T16:29:59.302Z] ### Converting
[task 2023-12-20T16:29:59.302Z] + test -s /builds/worker/artifacts/model.intgemm.alphas.bin
[task 2023-12-20T16:29:59.302Z] + /builds/worker/fetches/marian-conv -f /builds/worker/artifacts/model.alphas.npz -t /builds/worker/artifacts/model.intgemm.alphas.bin --gemm-type intgemm8
[task 2023-12-20T16:29:59.330Z] [2023-12-20 16:29:59] Outputting /builds/worker/artifacts/model.intgemm.alphas.bin, precision: intgemm8
[task 2023-12-20T16:29:59.330Z] [2023-12-20 16:29:59] Loading model from /builds/worker/artifacts/model.alphas.npz
[task 2023-12-20T16:29:59.386Z] [2023-12-20 16:29:59] [memory] Reserving 34 MB, device cpu0
[task 2023-12-20T16:29:59.436Z] [2023-12-20 16:29:59] Finished
[task 2023-12-20T16:29:59.444Z] + echo '### The result models is saved to /builds/worker/artifacts/model.intgemm.alphas.bin'
[task 2023-12-20T16:29:59.444Z] ### The result models is saved to /builds/worker/artifacts/model.intgemm.alphas.bin
[task 2023-12-20T16:29:59.444Z] + echo '###### Done: Quantizing a model'
[task 2023-12-20T16:29:59.444Z] ###### Done: Quantizing a model
[fetches 2023-12-20T16:29:59.444Z] removing /builds/worker/fetches
[fetches 2023-12-20T16:30:00.308Z] finished
[taskcluster 2023-12-20 16:30:00.606Z] === Task Finished ===
[taskcluster 2023-12-20 16:30:07.046Z] Successful task run with exit code: 0 completed in 214.697 seconds