hotomoe/packages/backend/nsfw-model/group1-shard4of6

WWe[[eaOWc[WSWVOR`UXUZVVXVUT[_[]a_X\\XWSX[_a\cWS]Z\QV]`UX^[Y^WTXZYVZUZSZXb[]YWU]YZS^Z\WWX_Z^gR_W]ZVWXYW]\W]\T^WUZSURWXX`UVYVZV^VX`ZV\XV^Z_T][[_fVX\TX\TYYU^[XXZS\^X\XVVhZ]ZVYT[VRX^WWZTWYRYXU]UW]VUVVM\TTWZ[WWYZQUUUWYXS[WWSTXZTZXYUO_XTV\_]ZXUVXU\V[\XZ][TWbU\ZYZV^[RaX^cWS\ZXYTZOZ\WX\aa[RYcXUQ`XU_W]\X[WVYSTQW[[Ya]_S[\^YRVTURUQRU[_XZTSeW\V[XY\SWXd_fUV[]R\TW_UYX\X]XTYWWWU]_^V`]XeYW]W_Z_X]X^V[UX[]XV[]^]U\]\VUYOVbSZV^XU]VYOUWTY]a`TS\^ZVZWWbZSS^WW\_U]\XV[X[YS^^VX\ZZXX^ZTVUZQ`\ZXW_]UVS[^\Y^_XUWTV^UZSWTWXZaZY]\X[Z^]Z`VY\Ta]]UTTUZXWXX[Q]\X\W`RQ^YXW[TUZYY`UWZ]VUaSPYT\[VWV]YWa\ZVY]Y[S\WSYZ^YSVXY^a[WWU^`\_Z\VQ\[WZ[^\S[^VS_OY`TKXURZX^T[ZWZY^Y[dZXZZ\XTdXZS^WVN\\]T]a]RT`U`S[Q^RXWZTV[W[NZY^S`\]VUVYXY[WS[Z_UQZWVX^\WVYV^PYX_V]VU_MQcZT^XYWXVWU]WYRXVTdU^R^XYQYXXWZY``VYUVV]YS\XS_YXTaXTWVUVZWZ\ZVY]XXXTOXUX[WVZ^PUUYY[]\`TSZ\Y]VZUWU[\_XR\X[XUT_WSVUTRX[PYX\_]`U`VW[ZZWSPX\ZXUWPS[QW]RZ\VXVSV_R[XUTVV]W^_]aZ[N[XYZZW\Z]VkQVYYYWZSU`XZVZ`ZVV\[V[e[]ZY\ZOZ\V[V\XZVUV^aUfV]\[Q[WaRSbR^[TVWU]ZYWZb_ZVXXYWZUXVWZZXSR\S]U\WTYYgVSYRWW_YV`[YX[XgWU`_O]UX\U][[]WVXYZZW^\bcXbVS][Y\SV[`ZW[L`YUV]YR\]fUTYYYZQW`XX\[S`ZYVYTYVT^^VRTWV_WYW^TVXWZYNWZYYXW\XUWXWX^SXW\RVXV[WX`X]^YXUUUd]RU\RWWYZPVTTVZUZWYXX^[YVZYWWVZ\W\XZZ[ZZ]YUV]_W\YWZUWWZ\^PYYS\ZSWWR\Q`]lYZVWZW[UYZXXYXSW\VWSW]YZZ[ZVX\ZWVb[VVUSZWWV\VbTUXYeQ[\Xa\XXY\aaX\Q[U_bZ]YY\SRX\YSRWWb`gSSVUWTVUZVS\\]SVX\OYV\WTVVXW[W`VZZWTYVZ^WNVTWZ_`WY\V\UR[UZcU\ZXTP\`WUV]QWVXWVXa\[`^[[Ub^[X]^[\_^TR_VRVV\UV\TYZYMZW[WZ]^Y_^^[T`XUWUY_UZXW\YTX[XZXW[ZZZS^WY\ZW]\^XVUXXYY_V]Z^U_[XV]WXT\WUWZ`^\T_UV^X_^R\TW\[^W[TT\ZZ^\WW]OYZ`XU_U[ZYZWZWR[_YVX]`SSZWUTZ^NTfV]_[[V[YYYY\_ZWXU[\UTUPVXXWUWZ]^YVW\SYTU]]_\QYX]R[aTSY]WTZYRUY\XUVQUS]U]V\UZUe[ZUU[T`TVK`XYV_YR\TVXY^[WYXVY\SW\Z\\Z`NT]\[ZY\YUaQTR`Y]T^RSY\SZVaVTVVZQWTSUUR]W`ZlTW\ZUSTUXUZfT[Y]UV]bT[VWUYYYU\SV[[UPTZZ\WZWZZWZ^^QXY\[\^XS`YW`\WYYXP_Z[eWP[_VU\ZUQOQ\V]ZX[X_U\XZU`WY]WQ[UU_S\\ZW[S]\UXTX[V[`X`]ZXW[VPT^]WVeY]U_YYYbRRSTYY`WSTbWZV^]YVWWX]ZYQSWPO]\TPUSOWRZYeXTiWR[]U\SePS^[XUTcZQWV]bQVUZYb]\T^ZVYcXY[WSULUWRU[ZYZVYYZ`XS]a^\VPWVX_\[[Z]XTXOX]^W[Y]_TSV\T`\VQQYWT][Z[RVXY\Z]RYWYY^VVWVZ^YZTW[[`_VT\\[X\_T^W[UYXVYQZVUaX[WWZVXTUUVUT\WX]RX[UWXVQ\WW\XaSR`\bZY[SZ[UTW[ZZ]WWYPXQQUUZVWQV_WQWYX[X[VSYX\[[VYY^dX\cXTaS\WTWXYWYSW]^WX[`VYeV^[]]Z^SXZYYYWc]YdVXXV]UM\\TXdWSZUYbZSW[[\[VYSSUV\Z\XY]X^Y^RWVXVRU\`^YYW`\VZ\ZYXXaYPWUWXfYVSYUSW\\Z[^ZRW[XRWVU]_T_YZOYQ`\ZUTcY^WYW_X[P]^X^[_aWWV^YY\UVX[X[Y[WYXXXZ^VUY^UZU]S[`RYZTXWZWYXYZZ\X_XVXX\W[SYZTWZU]X\XTTUW`][\ZQYXXY\]X`VV\]]Y[XSVWSW[[^[XXUUT^Y^WWXW]V\ZUU^W[XXZUWUVZYeUWVS[V[RWVZ]]XOWTY^YXYVZUWWSZ[T_W[]VV[_WfTTOS[[WYVVV]R[XPXSVXZWXTWS[V_T]XYY^\W\a_YV`[\[]OXVZ_Z^W^]W]X]YS^X\YZb\XQ\P[e^TX]\a[R`ZW_SY`_WZW\QZ[W\WU][[[\RSR]TW[XUXW[\QZT\RR[X]Rb^VW][W[cVWUXY^SZX]ZTZ]\YUPUQUT`YRZ_XTSWV][XQZWWW^\W^Z[ZXWTYVZXSMX^VXUXZZWUV_^U^[[[QX[VZYWZX[^T[d[Y\[^VY\\WWZ\X[`]Y\LZ^VVWQUYYT\SXa^\YX\X^TY`SZ`X]ZUOWZ_^XTZY_Y[]UUVTcZUUXW^SS`]XWV\\RWdRY_VUU^VZ[XWYYT\W_TVT[WX]XTVZ[V\VV]]T]UZ`YXW\[X][YUUUZVZW[[[RWVSWWX`QWYWZU^ZU[S[V[RSYWXRVVYXV][V^]X]jVW_STWSO^YXSNUY]WXUZTWZ[[W]W^ZUXU\VTUXVYWWSVZ^Y[XW[_UXTSYQZW[\]XYSZZU_^]\WZOZRZXSV]V[[VWRTQZZR_U^YXWUbPWVbXaZQW\Y\YYUTXSYeXSW[YZ^]]TWYXWW[ZOZUS]\TY\SSYXP[ZY[\WQZX\UVXWVRZ\STYbXaVXQ^U\X[R^_Ra^\WUYX[YSTVRSZZYVXWXLXTdXX\UYZWPO[P[YY^[X]W\\UeXVWa][YWWWX[XZXTXZVMS[ZMU^]ZW]SYSTP[WX`XYQSNYYVYYMT[\PRVZUS[^ZY_WKXZVYZWZTPNXWRSYXV[XTSVT\U[b`UV[Q[\YQYWZVaUUUS^bP\WV][X[W\SV[Z[YbWXV^X]^[X[V]TT]N^XUZVVSYWi\YZ[Yb]XNYYXZY[Xa\^[UTV\f\]\TZWQY[[UVX__WSWWYa\SV]ZZ[UWS_R`Y]U]ZO^_WQZfP`WOeUU`[[SRYYRWWZT]Z]XV^bT\W\^N_WX\WTUZ]]YXcV^^_ahW]cX__VWZ^]V]`aTX[]WZXWT_UVPZOSX[]^][XXZZT\WSWWSU[SYX\X\\XZ\W[]Y\Y[\XSV_XX]_YXWV]bYT_ZU[[]SZW[JSY\ZS\^Z_[[YX[_ZX[Ta\P\aTU]_PUWTWXVX_^[W\`ZXWV[\]V\P]X]W]UWbUUTXYVT[]YNYUVYYX_cUW\\[TS[i[S_Y\UcVR_[TYT\TZ`^YWT]VYaV]W[XVX[XXXWSRZTXUT]S]^XWW^ZZZVWRUXSUTZYY`TUS_[VUXW]Z]WY[^V\WWUU[SXTTYZVXcYX[XTWZYXXVZYXY`aVY[YV[ZXXZXWPTSVa_]ZM]\Q]aVXWa]YQ[[USUYY\XXZ\VZ`XQXZ\ZS\WW[P]_XU^YR\VT[ZUOXYX[ZV[V\dRZYb]X_VZ[\XR]VX\^NYUVW\SZ[_VWS`UU^UZ\SZaYXXYWX\RUWYW]cPZVXV`WQTVZ^_VT]WXV\_P^\_X\YSX[_^W_S\_\XZZOZYU\[ZaXeVY^baXS_TY\YXT_[YO]ZYYSXYXOSY[U[U^XXWZVVUWUW]ZZZZVZY[XWX^_WU[XXZ]d^SSbVUQUXZ\YYdZ[VTOXSY[UR]TYY_Y[aUWYXXSWZ[TZWZUUZYUWYZXZXX[V\YXVQZZW[S\ZU^W`VYT\`TUT\`ZVT\[Z\SWXWVTUZSTRSXYcWVXV\[^\U^[\ZX^]PZYX\VP
Q[VVWTU[ZXY[W]ZYZY]RP\W[WR\TVX\SYTVYXZ`XSXUT\T[VW]QR\VSZTUVXXZP[XTZbVWUTU\UYTVXYVMXWUOZYOWXTNWZTZXOWOXSWWZTWYXQGX[WVWUVY`X]YUSXUUQRRXYV\[\ZZW\STWZXWQW[WS`OXUOWX\^W[UWVVWSUYZUYY\\]ZY]VRV_UVVXY]W\ZVTXOYWZRZVRWPXVXYUVVV\XUTV]^RSXXUVTW[YX]W\WXVXXYZWRYTZVXW[YYRQSX^TQ\TUYQSfXWWZZYXbYTV]WWYS]U`TY\VeUYZVYZ_UQUYPTRV_WXXVYRU[VW^QSYVWW]R[]^VSQ\][VYPTWYU_]\RSS]VaU`^P[Ya]XPYW_]W[[^\Z^W\W`XUQUUY[\TSWb\WVOSRX[VVYW]ZXX][UX[SUYYVVSV]XYY^[W\W[[P_ZU]UX_fZRZ\VXU\[bcZ]_bUZ_R[]S`a]gSa\VcV\]\VX\PQVTXSXWRZ]\WTb\ZXUNZVX]_a[WZ`UV[U_YWZ^[W^gRXZVRTcU`d]YXaZYYVVVXTgRU\_Z_a[PYWS`WSXZ[\Z[_UQW\QR`S_XSZZXYT`Y][U\TTW\XVT^QSWaT]][WZXWU]aP]UWSZXWUTZaXS[]NSVYVW\\WPX]bYVPTYfZYS^XWTRXR\VUU]bSWZYYaXY`YY[XWPZVY\][U^R]Zb[VV[gV]XTV`[Y[\^PZXUYXZYXWV^UWXXUQVXXYVTW\YNZZV`QZZXi\WU\[T^\`T[XSZ]XWZP]^SQ\YXTPT`ZWQUVXbRSbQX^XXZ^Z]YaZRVS_]\^T\^UTXYVZSS\Q[W_M\TWWRYYYk_^UY]T[TZ[XWT[MU`_T[^TXYXT^WhTU[WQZSVc]ZM\^^YX`ZW]ZdWT]\aTXZ_QVR_fPRcZXPQPZ^]``XX^X]Ze[^iTW`VZWV\WXYYLX\XX[WXdVUSW^SUdTUQ\VMWXRcPTZZ]^V`^URXY\TYROYQZ_UYW[WWYXSUaWPXZT]Q\_XWbSRaZcTRSZ^VU]fYOWZ`[T\fR_gPVWVPX]VWZRfZ]VU_cRW\YW\cV\WVYa\[]\QWUU^YZVaKSYU]VTkUYRY]Y[UWWbR]ZYY]X^Y]Q]XQX]]O[TVVX[XTQQZPbWV[\W^VYdT\W[]XU]WWT_\X\_eVW\\\U^bUZ_SWZQVRMWUT[hfU]WZQSWXU\Ub_aSGZWMUZN\VYVVWYXT^\ZT[WWSeXO[O\NXWRWV]_UYXWXVUZVXT[UUhUR^^YYWVcXXYT\aYa_YU\X\\OQQYY[WPeTTUV^_UPT\abZPR^]ZXZUPST`UVYW\\URT_^RW\VUOUTZW^TWPRTVQZVXO\W]ONSYXX^WTRYZRQf\`WYXY[bTOV[SZSTW^ZYVVUaVZ[\P`X\_YSX^ZOaXd`NZWY[T^^WVQbXRe\UT[WSWRXXUZRQQYb\UaX[\R\RcO[^\ZNWT[ZTT]_\QdVeWXd_`XYU^W^`V[ZYUV_P_Y]VZPZX^\WU]\NVQcOZTSWYTZWW[QTM`RZ\`VY]U`SRXRZPXS[\QWe^Y`hT]^WYNWYMUXQTYS\\WSXTa_S[XWYOXVUZWQYWWaWTP^WP[YVWYWLSY`[[dXQVUZQT[bM_bXWU[b[TT]X\\eZaVYYRX]V[aQ[`ZXZUXX`V`QZT\Z\Z]^]WVUU\`VZYYZV^TR^WW`^T`XTZyXVU[^U=X[YX`VW_]VZW\XUVTXVZM]\WYU\W\\SbVTZYYZ\aQ[U[YXYbTVW[UV]XX\^\TTYWW^ZVW]TTZYV^\XRVYYVRY^XTX^R[^S]RXUXUZ[ZYZZVUWYkV`L[WZT[[\`]XUXWPZ]\W_YVWWXUVVSZUXS]YZY]WTR^XRRV_T[YR^`T[]ZXX]XZXV_TUXXWWS_[bXYX_\RX_YZVcXN]X_YIWTUXRUW[]UZ\[^XWYaiWYZ\Z[_W[a[_]VV^Q[_VTWRZYSYeV`bWSZZSV[ZZ[Q`X][WWZTZXVVVU[^SWZZXWZ`XS^X[WXZdWV\[VW[]XOZ\YS[\[X_UWaSUWZRV[SXW\SZZ_S[XUZQVXWYUXUTUZUYZW]NZY]VRXTZVVhRV_\[Q^T]aTefU[\XXi\]Xd[^\S[aTUX[ac_S``h^XUc]WUUW\d[_aSZa^_X]e]TVSadZWd^[kZZQ\V[P\\^]ZPSZMYPc\ZV_XW][]^XR]__ZT`ZYeUU]Ud]V[YVZ``T\SWSbWVTJUTQaVmQQ_QNT_[QRaQ^c^^ZL`PSeSb[TTX\c[b]YdQS[`heQUTU^XUTYhbYSZX\Wg]SX_WcXSSd_T_bV_Y`WTXeMYXeTPNVUV]]`YZZWdVS_OV_]`YSZ\UcO\gQ[Zrg`UaYWaZ]^PT`TcUY_Nf[_Z`V\VRlXXSW]TaZ[cRcUW[`Y]][WZ\UUU_UbZ][XiZ`aZ\V]hQgZR\WQ]XY[[Z]_QTUf[TZRVaUZPVNf`TVgW^WTV_QfY]TU`XaXYV^XeW\]W^]YZ\US_Z[]N^Y^^\\VVa[V`\cT\Xe_RaXYW`c_W^Y\Q\[ZUWV[\`XQU^]NVRTZdb^[WKt_^hXXajWYVcg^dZ__U`_dZf\ZeX^_id_l_]^VO]X^fhUUcUXkWaWYReb`[ZaVc\W]W\`[l^_dZ[Xd\Y]QCZ[bbWPg[gYWXQ^X[Sc]k_d\e_iZ\Z[f`f^La`V_bih`chUh[VdZL_eVWbUZZRc^`RVe^Ydb[Y`WeYSdZ]d`YZVUaWLZURf^ici_XXT]_`d]T[\iQYTpbZdi_ZTZ[UXZlh`^WW[h]ZZd[TdQcc\P`\W^Wf\Z[XacYYY\Uejcj`cU[]bZgY^Yc\[MXXTZW^YiZbZVQbV]dXW\]F\W]UT^R\NRX\g\`g^V`dgXdYWVZS\e_ld]Z[O_X_]`YUeyfZZc[fa`a\_SW_fV\`[Sj_UD_anZYbWaVTWe_aWXYpOWg]Y]VZ__^[Q^T]W\ah]]Kq[[^XWOX\QX`cci[_fd_ZWT^\\]Z]]\W[_c_^r`YZ]XPWZZT]ZdYX[`Y\[\^R^[XWXVSUOZdYV[S[UXYZR[XZ_\h^S_aSV_YY`^RZZV[Z_ZYV]Obd[ZUOTTTWSe[\X^WZUW^VZ\U\dWXXX^T_SYVeYTQY[YRRabaX[\\^O[VVY\]VaV]WV\VTdaZUPZ[`ZX\^^U^TbWWVQP[X]\V]S[`XNT]ZXZUVQVXVX[R`W[WWLWX]UVZWZZV\\Z^ZXYTXQU]^SWYZUPV`U[dZcbYZT\Z_[][\YS]YS]RbY\\URR^TT\^XY_\dY[W\RYROdUZf_aTdUZQ\\YbVW`ZXT[XaXZUZfS]TYeccgdW[[`ZT\ZYUZ\ZcVY\YYa]WWYWV`QXZYa\V\YaTT`ZW]Z\Y^YYW^SSXbTjV[ZXYVR[^W\[UM[\^\YXV_bZ\[^WTSV[\XTTWUYYNTZXS\eZ\UW_]lVZQ]W^]VXb]_gU[ZXVUXXUWZXK\RZ^[UVQYJaUeOoXZ[[XQYaQbs\`lHUUQRbb\a_]ZQFZQXTdTNb^N_WXZXiX_bV_[]Z[\aW^TZUP^U`^RXZTaZTRZUQRYXHSa]TVR_[`UKXSY]\[^VVZYZdcVSQUO]`VPLRcX`^Wf[Z]YNVPaVWZS_hRd`e[_Sa\^^g`ZUU[fWX_a]`\WaXXY[cXbWY^RTUZYSXZbXW_P\UQRTM[]_PQSYVb^^RDRVXXOY\ZWWe\W_ghS`YLjW[\YXU[X_YS`PT^V]cKSY[fVQWO\STVWX\UWa`Ql^gX_LWX\bR[XTQXaS`]XXYWZ]UYUYV[VgR^hTd]XTYZd`\TNUfUecOZ\TYOWT^UY[WZZOUXVVUX]OZa[VZY\ZSZYYYZWIWVPbV\WLaS`VVL[XjXX]FXXRb^Y_SVR___R^^X[ZZQUZ_]Wcb^S^URQX[QSN]VYVW__Y[QT[VSW[\VVZT\YVVTT]X]]WVW_WX[VO[Y_[ZV[[_]UVTW]WYYZZW]\^ZP\WQZXYRTTRYYWXYSUVZU[^\Z\YaYWY\SYT[VUX\YU[YWWV]ZV[TVUZYZUYWXP[WYWXZ^]XZXZRW\PXXWW[SSYXUTY[]Z\RZ^^[YYZWUW^][`YR\UURYZTZaYXYUYVYUWW]SPdVPX\Z[[\XYVXTd[^UcS`XUVZU[[\XTUYYY\YV[[[SVXZ]XYV[XXWXTRW]\VUW\W
:DFKFC3?9@HD31E-K%)8;=:@?D704C@A<>38!;'2=;9B-JMJGLL<MFDEMLF@M:OAEL;QSPJCLLLRDADHKVKGFME:JKH:D;FJFJT?J5GKFGCFk>?KJJYSDBBHIJKQ<J>PMC@GG=IED@HINSAEDRKBBB@EHU<XMICH]B[GCRMK?EAD=I:<>H:JGDY<8MCJBD@CEIBA;BRLENQHLH=LPL;N8:NC?DFQBNC?VGEBCKERELILFYDKMAF?OCHEL7CMG@FEEWCEA@>E@LMGFBRLGCHIKFRQUKLNLFNA8KLIBIEHFFCMGFBBHN?JI^MQFIHLVGEAB>DT;KCG?IJJEIE?L:>EGAFIJIDOFIC@QIBQDH=7NRPLOAHGSHSHD\BDZFVIZ]NHEEK=EESKMT>JCQGTILHFSJHJLFGIJFHKPeR?AIG^CJLKRABFZIBLJETLAJQDAFJULDJDJEFMMPJARLJXNKA>ONHC[DBA>GCI@SBBSBGEOLBIBMJI=TIIHOEBaGNRHLGCHPGIAWGMDKJUX>YKXGSVPCZ@OKKJKFMF<CAIUJCWLMWKOMD=5HGCGMO>LIOYMIB]ABIDGHOM>I^IDFCKIE<FEKSZHNF[NLM>?KWIGMKIBNNQFCBAGEBQGKIV[LDRVGCJFEJIQHGLKLVJDJ;hW'EFBGOKQFH;TIAF@PO<PQKKALFNICNKOKNAFHQONIEMAKMCFOJNQTHNWDIM@ESOVKEGDKYOQQGHRINNL><KG<ECRXQEKDQGIMOLJHLGOUCSHTLWOMUTTHF@ERCKPHF;BS\IANFNDTPHLKOSGLM=Q=OJCKEHEFFBOAIMJCSOWXLAHDK=BLWGNDJ<MKcIJVOB?MI7HIGSPWYKNH>JQPJHMHH>HKIIJQHPILVGUMCXGEC>PJWAO?\FKNKFEN>\MCKGJFDRIOHIUAKEHD[RJ@NYJQFIPDNMJJeJHJNRSWNKFIRHMZSJKCXPEXLKGQKDGJEMGO]DaLKYHUOJGKLYZLEjE\JDLVFJI0H2FAF1EGV7;GI@G2@6UPLL[W>@NM9XN2HMKLOWFSI;HLD8JDGMC7NI8RB?YSKQQH3QG2<47>FOMC;G<I[:T>TNg3MdG<5AN1NNEGA6PE59<?P=jWGSKABAEKCBEBF=EEGEKG-OAU=OIBSL^B5GPF=OGHKJDA4YQ`AGi)C2NA=?K9FMYCS?@Y9bI3<NGX[<;1PBC1].AT8GBG[9RNIDHQWqZ]RBC@B?C>JL8[U4EKCCL7>EO<OI@K53MCSEIBC\?FJAJcNJJLMTQL3;BND7ODFWGMT;QIS3KJVP>C2J-XBkDKRNQNBIR]D\C;r=XB6RDKJ]K<GHVLSEUGN>DCOHBIIURKJDKOIIB[DTDDISHG<CEFNIJLM@PMYUFRQK?NGJQ>IDFVCCH=WMGVBHILGOEEBFFGX9TQ@IHHKKKDLQBBPEVSW@BMMFERKD=TJD@XSVJPKYJJPMDTSW>PROL@HXIOVODQ@TCFL?GD>MFGDFNI?DEI=GIDAOPBQHSJTIXB=OLGMFHTJG\KTFIGHFKD@KYDA7>?PUD?PMKGIRNAQNYNQMKEKDKNFFP?CVKNNMIJN?KDUQHOJOSVDL@?DJ>IK-LALNJP=NJNNEMFGKNTTFOFJHCMHDIFKHIOG>LRCEGJbDUGRHMX7<B\>\LQUWPI@F>IA?I8LHBDHYNOUIJFPJTHPGAPEHFQOJKI?CLJLYHBEE?UKTCGJHD[LJ>E@JDSEQD>Z@NMJhRLJGOFAGLHEJULQIFIGLEBLSNGAESJEKNFH:MFNGUGHCC@ABHFDP<;KAS@AFDIOKLIH?IdSEEC@@E;K:5=A9MRAHJLROELIHDGTLDJOGKKMFGDFXGWE@9JEHIOOFYFQENVJHEFI<H\LIHM=;D]MQ`TPF;_@DQMIL?JEJGYJ>GDXG>CQJPEEFRKJZCGI?;@V7BIBAJQO9LJ@AMHUCEEU^TIG<DAMOD7[JPH4UTYLKSSXGSS[KKL[EDKDBMQS\GPKYHNQMNcETOTMOFGLFFPOQDPTMXOQSKSJLQMTLbIFDIbOEUNOFOUQWMLPUARIFEXRGENUUT;SHMGNRLIQRNKSOLPKQMRNQULKLJONHWQVXTH[RRTMJMQQOIOMH]JNNL_HSYRZXL>DUI]WGNHKHLBSTPESRPLFPMRIFQaWWPINJK\PEVGZaKELNVIHE_GMYVNIKPGVPIVWNULJUJQLYEJGFSWDJC<SZFFLJPR[MUHLKVRSLPSSLHHNHPMWBFNPLPSRMHJUQQONOOSTBTMPIHRIQFKJDORSEOXGDLKLQNKBLJRDEIUJQPMI>PBPAFRCLACIOICPXABKEVQJIV;V=TGMFEEHPHKRJCSHARUGJ>S]GEKZTOMKFKLOEBQGB?GLPL]RRKQJDH?H@AKEJPUUE>@LHUTG?IEEA^FJ]KPOOQEOILOIJIRMCGHPI<DJDVBE]UU@ENJ>QLQU[IH@<?@;K88PRMR=RIpOFKSLTKNDJHEJJFDLEHQCaLPMLRI=DCNDGKJOLDSGFNEHTUQILJFHQB@@VPTEH<[OUJT>KMUBGDW@LQNODGCYGAMKCGNF?DOHNFGOE@NGOC[LGQSKCRK\BNQNXDM?AVIWGTNS:JBDIJcGcQTGNRKP]JIHEJMHMFNEM=ESBPMNDALJFFGIRMBJ>??JIGSQCNIICLLLPLJTLMMKMSKIQDKKHJMKTFXVIID]JX?EM@MPQDB<DJEHAMKQKQDOHRCDBLSJGOGHNOIGA[JKFNHPQTPIM@NELPIIJNIA\OENHSKKFIJMKHCL?GD>@EJHIXCJJBa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nD@EZZCR_DI]D?AG>B?GCRJCJJ:HEGMOIP=T?A@?K_EDIIb?V6ILPM?KQM@HGGK<JKG>FJECL@DG_EH.CCKLOCR_BBZBHCHBD?CF>;J?UDM@IK=TEFp[XWI\*N<N@CN6NIBVHH]JK^CEFMF9HAOJIL1CMGYRE:YIEENANIGLKaRHGKFHN;K?GOCAOLWEKQ92VCP>HB<CJUCEG,IODSK>6GYPPG]_BCJGIXGQ<QHAIULFDBKU.>P,PP=EATKWC<HDGS7K?cT:MFJ>FCQEDIONLFPFQRL>WXSTOGLFEFGN?TLKBBGMGDNJRKLWIFaLMNQQCHRGAJRG^GEPJTKPNFDNIJLMTKGSJFPJ?VFDHOPLDEOLJHCVHLH]KGKEDIEGNKNSD;DBOHRQXIDVW?LDNOGPNAPQLM@KKPENHTLAMNPILBNEM[OFHHCHFAWRCQFPFPODFMQJLJIORNQJIUJJML]N:JLHKMELELFASMEGUCHIDKSKTLFVIRQHCSOOROGF@ANRFRLKSEMFMHNEDFSIJDTKQK=MILFKMLPGOKGOWEN]MGFWWBXFHQKNMEHPIKSSGLTBAOOUFOIEGMQLLGKUIANCJKIREJFOJHDJHMJBIQDBFIHIKLBIEKKNHJOGHJILNFNKHP\LELGCSGLMJNFLNCGGMFGMKKKGEIMLQSLAIBOIIIFEKGHMFARHFNHEHLHFGFJGIFLB?KQMMUNRGDEIJDCKIGGRCDIMKLTKOMEG@HKKIFKOPFGETMOGRLGIOEBKGFDEBDFFJMFCJ>NGFHNHNHNJIJDGTHB
-												feat: auto nsfw detection (#8840)

* feat: auto nsfw detection

* :v:

* Update ja-JP.yml

* Update ja-JP.yml

* ポルノ判定のしきい値を高めに

* エラーハンドリングちゃんとした

* Update ja-JP.yml

* 感度設定を強化

* refactor

* feat: add video support for auto nsfw detection

* rename: image -> media

* .js

* fix: add missing error handling

* fix: use valid pathname instead of using filename due to invalid usage

* perf(nsfw-detection): decode frames

* disable detection of video for some reasons

* perf(nsfw-detection): streamify detection process for video

* disable disallowUploadWhenPredictedAsPorn option

* fix(nsfw-detection): improve reliability

* fix(nsfw-detection): use Math.ceil instead of Math.round

* perf(nsfw-detection): delete tmp frames after used

* fix(nsfw-detection): FSWatcher does not emit ready event

* perf(nsfw-detection): skip black frames

* refactor: strip exists check

* Update package.json

* めっちゃ変えた

* lint

* Update COPYING

* オプションで動画解析できるように

* Update yarn.lock

* Update CHANGELOG.md

Co-authored-by: Acid Chicken (硫酸鶏) <root@acid-chicken.com>
											
										
										
											2022-07-07 21:06:37 +09:00
+								WWe[[eaOWc[WSWVOR`UXUZVVXVUT[_[]a_X\\XWSX[_a\cWS]Z\QV]`UX^[Y^WTXZYVZUZSZXb[]YWU]YZS^Z\WWX_Z^gR_W]ZVWXYW]\W]\T^WUZSURWXX`UVYVZV^VX`ZV\XV^Z_T][[_fVX\TX\TYYU^[XXZS\^X\XVVhZ]ZVYT[VRX^WWZTWYRYXU]UW]VUVVM\TTWZ[WWYZQUUUWYXS[WWSTXZTZXYUO_XTV\_]ZXUVXU\V[\XZ][TWbU\ZYZV^[RaX^cWS\ZXYTZOZ\WX\aa[RYcXUQ`XU_W]\X[WVYSTQW[[Ya]_S[\^YRVTURUQRU[_XZTSeW\V[XY\SWXd_fUV[]R\TW_UYX\X]XTYWWWU]_^V`]XeYW]W_Z_X]X^V[UX[]XV[]^]U\]\VUYOVbSZV^XU]VYOUWTY]a`TS\^ZVZWWbZSS^WW\_U]\XV[X[YS^^VX\ZZXX^ZTVUZQ`\ZXW_]UVS[^\Y^_XUWTV^UZSWTWXZaZY]\X[Z^]Z`VY\Ta]]UTTUZXWXX[Q]\X\W`RQ^YXW[TUZYY`UWZ]VUaSPYT\[VWV]YWa\ZVY]Y[S\WSYZ^YSVXY^a[WWU^`\_Z\VQ\[WZ[^\S[^VS_OY`TKXURZX^T[ZWZY^Y[dZXZZ\XTdXZS^WVN\\]T]a]RT`U`S[Q^RXWZTV[W[NZY^S`\]VUVYXY[WS[Z_UQZWVX^\WVYV^PYX_V]VU_MQcZT^XYWXVWU]WYRXVTdU^R^XYQYXXWZY``VYUVV]YS\XS_YXTaXTWVUVZWZ\ZVY]XXXTOXUX[WVZ^PUUYY[]\`TSZ\Y]VZUWU[\_XR\X[XUT_WSVUTRX[PYX\_]`U`VW[ZZWSPX\ZXUWPS[QW]RZ\VXVSV_R[XUTVV]W^_]aZ[N[XYZZW\Z]VkQVYYYWZSU`XZVZ`ZVV\[V[e[]ZY\ZOZ\V[V\XZVUV^aUfV]\[Q[WaRSbR^[TVWU]ZYWZb_ZVXXYWZUXVWZZXSR\S]U\WTYYgVSYRWW_YV`[YX[XgWU`_O]UX\U][[]WVXYZZW^\bcXbVS][Y\SV[`ZW[L`YUV]YR\]fUTYYYZQW`XX\[S`ZYVYTYVT^^VRTWV_WYW^TVXWZYNWZYYXW\XUWXWX^SXW\RVXV[WX`X]^YXUUUd]RU\RWWYZPVTTVZUZWYXX^[YVZYWWVZ\W\XZZ[ZZ]YUV]_W\YWZUWWZ\^PYYS\ZSWWR\Q`]lYZVWZW[UYZXXYXSW\VWSW]YZZ[ZVX\ZWVb[VVUSZWWV\VbTUXYeQ[\Xa\XXY\aaX\Q[U_bZ]YY\SRX\YSRWWb`gSSVUWTVUZVS\\]SVX\OYV\WTVVXW[W`VZZWTYVZ^WNVTWZ_`WY\V\UR[UZcU\ZXTP\`WUV]QWVXWVXa\[`^[[Ub^[X]^[\_^TR_VRVV\UV\TYZYMZW[WZ]^Y_^^[T`XUWUY_UZXW\YTX[XZXW[ZZZS^WY\ZW]\^XVUXXYY_V]Z^U_[XV]WXT\WUWZ`^\T_UV^X_^R\TW\[^W[TT\ZZ^\WW]OYZ`XU_U[ZYZWZWR[_YVX]`SSZWUTZ^NTfV]_[[V[YYYY\_ZWXU[\UTUPVXXWUWZ]^YVW\SYTU]]_\QYX]R[aTSY]WTZYRUY\XUVQUS]U]V\UZUe[ZUU[T`TVK`XYV_YR\TVXY^[WYXVY\SW\Z\\Z`NT]\[ZY\YUaQTR`Y]T^RSY\SZVaVTVVZQWTSUUR]W`ZlTW\ZUSTUXUZfT[Y]UV]bT[VWUYYYU\SV[[UPTZZ\WZWZZWZ^^QXY\[\^XS`YW`\WYYXP_Z[eWP[_VU\ZUQOQ\V]ZX[X_U\XZU`WY]WQ[UU_S\\ZW[S]\UXTX[V[`X`]ZXW[VPT^]WVeY]U_YYYbRRSTYY`WSTbWZV^]YVWWX]ZYQSWPO]\TPUSOWRZYeXTiWR[]U\SePS^[XUTcZQWV]bQVUZYb]\T^ZVYcXY[WSULUWRU[ZYZVYYZ`XS]a^\VPWVX_\[[Z]XTXOX]^W[Y]_TSV\T`\VQQYWT][Z[RVXY\Z]RYWYY^VVWVZ^YZTW[[`_VT\\[X\_T^W[UYXVYQZVUaX[WWZVXTUUVUT\WX]RX[UWXVQ\WW\XaSR`\bZY[SZ[UTW[ZZ]WWYPXQQUUZVWQV_WQWYX[X[VSYX\[[VYY^dX\cXTaS\WTWXYWYSW]^WX[`VYeV^[]]Z^SXZYYYWc]YdVXXV]UM\\TXdWSZUYbZSW[[\[VYSSUV\Z\XY]X^Y^RWVXVRU\`^YYW`\VZ\ZYXXaYPWUWXfYVSYUSW\\Z[^ZRW[XRWVU]_T_YZOYQ`\ZUTcY^WYW_X[P]^X^[_aWWV^YY\UVX[X[Y[WYXXXZ^VUY^UZU]S[`RYZTXWZWYXYZZ\X_XVXX\W[SYZTWZU]X\XTTUW`][\ZQYXXY\]X`VV\]]Y[XSVWSW[[^[XXUUT^Y^WWXW]V\ZUU^W[XXZUWUVZYeUWVS[V[RWVZ]]XOWTY^YXYVZUWWSZ[T_W[]VV[_WfTTOS[[WYVVV]R[XPXSVXZWXTWS[V_T]XYY^\W\a_YV`[\[]OXVZ_Z^W^]W]X]YS^X\YZb\XQ\P[e^TX]\a[R`ZW_SY`_WZW\QZ[W\WU][[[\RSR]TW[XUXW[\QZT\RR[X]Rb^VW][W[cVWUXY^SZX]ZTZ]\YUPUQUT`YRZ_XTSWV][XQZWWW^\W^Z[ZXWTYVZXSMX^VXUXZZWUV_^U^[[[QX[VZYWZX[^T[d[Y\[^VY\\WWZ\X[`]Y\LZ^VVWQUYYT\SXa^\YX\X^TY`SZ`X]ZUOWZ_^XTZY_Y[]UUVTcZUUXW^SS`]XWV\\RWdRY_VUU^VZ[XWYYT\W_TVT[WX]XTVZ[V\VV]]T]UZ`YXW\[X][YUUUZVZW[[[RWVSWWX`QWYWZU^ZU[S[V[RSYWXRVVYXV][V^]X]jVW_STWSO^YXSNUY]WXUZTWZ[[W]W^ZUXU\VTUXVYWWSVZ^Y[XW[_UXTSYQZW[\]XYSZZU_^]\WZOZRZXSV]V[[VWRTQZZR_U^YXWUbPWVbXaZQW\Y\YYUTXSYeXSW[YZ^]]TWYXWW[ZOZUS]\TY\SSYXP[ZY[\WQZX\UVXWVRZ\STYbXaVXQ^U\X[R^_Ra^\WUYX[YSTVRSZZYVXWXLXTdXX\UYZWPO[P[YY^[X]W\\UeXVWa][YWWWX[XZXTXZVMS[ZMU^]ZW]SYSTP[WX`XYQSNYYVYYMT[\PRVZUS[^ZY_WKXZVYZWZTPNXWRSYXV[XTSVT\U[b`UV[Q[\YQYWZVaUUUS^bP\WV][X[W\SV[Z[YbWXV^X]^[X[V]TT]N^XUZVVSYWi\YZ[Yb]XNYYXZY[Xa\^[UTV\f\]\TZWQY[[UVX__WSWWYa\SV]ZZ[UWS_R`Y]U]ZO^_WQZfP`WOeUU`[[SRYYRWWZT]Z]XV^bT\W\^N_WX\WTUZ]]YXcV^^_ahW]cX__VWZ^]V]`aTX[]WZXWT_UVPZOSX[]^][XXZZT\WSWWSU[SYX\X\\XZ\W[]Y\Y[\XSV_XX]_YXWV]bYT_ZU[[]SZW[JSY\ZS\^Z_[[YX[_ZX[Ta\P\aTU]_PUWTWXVX_^[W\`ZXWV[\]V\P]X]W]UWbUUTXYVT[]YNYUVYYX_cUW\\[TS[i[S_Y\UcVR_[TYT\TZ`^YWT]VYaV]W[XVX[XXXWSRZTXUT]S]^XWW^ZZZVWRUXSUTZYY`TUS_[VUXW]Z]WY[^V\WWUU[SXTTYZVXcYX[XTWZYXXVZYXY`aVY[YV[ZXXZXWPTSVa_]ZM]\Q]aVXWa]YQ[[USUYY\XXZ\VZ`XQXZ\ZS\WW[P]_XU^YR\VT[ZUOXYX[ZV[V\dRZYb]X_VZ[\XR]VX\^NYUVW\SZ[_VWS`UU^UZ\SZaYXXYWX\RUWYW]cPZVXV`WQTVZ^_VT]WXV\_P^\_X\YSX[_^W_S\_\XZZOZYU\[ZaXeVY^baXS_TY\YXT_[YO]ZYYSXYXOSY[U[U^XXWZVVUWUW]ZZZZVZY[XWX^_WU[XXZ]d^SSbVUQUXZ\YYdZ[VTOXSY[UR]TYY_Y[aUWYXXSWZ[TZWZUUZYUWYZXZXX[V\YXVQZZW[S\ZU^W`VYT\`TUT\`ZVT\[Z\SWXWVTUZSTRSXYcWVXV\[^\U^[\ZX^]PZYX\VP
 								Q[VVWTU[ZXY[W]ZYZY]RP\W[WR\TVX\SYTVYXZ`XSXUT\T[VW]QR\VSZTUVXXZP[XTZbVWUTU\UYTVXYVMXWUOZYOWXTNWZTZXOWOXSWWZTWYXQGX[WVWUVY`X]YUSXUUQRRXYV\[\ZZW\STWZXWQW[WS`OXUOWX\^W[UWVVWSUYZUYY\\]ZY]VRV_UVVXY]W\ZVTXOYWZRZVRWPXVXYUVVV\XUTV]^RSXXUVTW[YX]W\WXVXXYZWRYTZVXW[YYRQSX^TQ\TUYQSfXWWZZYXbYTV]WWYS]U`TY\VeUYZVYZ_UQUYPTRV_WXXVYRU[VW^QSYVWW]R[]^VSQ\][VYPTWYU_]\RSS]VaU`^P[Ya]XPYW_]W[[^\Z^W\W`XUQUUY[\TSWb\WVOSRX[VVYW]ZXX][UX[SUYYVVSV]XYY^[W\W[[P_ZU]UX_fZRZ\VXU\[bcZ]_bUZ_R[]S`a]gSa\VcV\]\VX\PQVTXSXWRZ]\WTb\ZXUNZVX]_a[WZ`UV[U_YWZ^[W^gRXZVRTcU`d]YXaZYYVVVXTgRU\_Z_a[PYWS`WSXZ[\Z[_UQW\QR`S_XSZZXYT`Y][U\TTW\XVT^QSWaT]][WZXWU]aP]UWSZXWUTZaXS[]NSVYVW\\WPX]bYVPTYfZYS^XWTRXR\VUU]bSWZYYaXY`YY[XWPZVY\][U^R]Zb[VV[gV]XTV`[Y[\^PZXUYXZYXWV^UWXXUQVXXYVTW\YNZZV`QZZXi\WU\[T^\`T[XSZ]XWZP]^SQ\YXTPT`ZWQUVXbRSbQX^XXZ^Z]YaZRVS_]\^T\^UTXYVZSS\Q[W_M\TWWRYYYk_^UY]T[TZ[XWT[MU`_T[^TXYXT^WhTU[WQZSVc]ZM\^^YX`ZW]ZdWT]\aTXZ_QVR_fPRcZXPQPZ^]``XX^X]Ze[^iTW`VZWV\WXYYLX\XX[WXdVUSW^SUdTUQ\VMWXRcPTZZ]^V`^URXY\TYROYQZ_UYW[WWYXSUaWPXZT]Q\_XWbSRaZcTRSZ^VU]fYOWZ`[T\fR_gPVWVPX]VWZRfZ]VU_cRW\YW\cV\WVYa\[]\QWUU^YZVaKSYU]VTkUYRY]Y[UWWbR]ZYY]X^Y]Q]XQX]]O[TVVX[XTQQZPbWV[\W^VYdT\W[]XU]WWT_\X\_eVW\\\U^bUZ_SWZQVRMWUT[hfU]WZQSWXU\Ub_aSGZWMUZN\VYVVWYXT^\ZT[WWSeXO[O\NXWRWV]_UYXWXVUZVXT[UUhUR^^YYWVcXXYT\aYa_YU\X\\OQQYY[WPeTTUV^_UPT\abZPR^]ZXZUPST`UVYW\\URT_^RW\VUOUTZW^TWPRTVQZVXO\W]ONSYXX^WTRYZRQf\`WYXY[bTOV[SZSTW^ZYVVUaVZ[\P`X\_YSX^ZOaXd`NZWY[T^^WVQbXRe\UT[WSWRXXUZRQQYb\UaX[\R\RcO[^\ZNWT[ZTT]_\QdVeWXd_`XYU^W^`V[ZYUV_P_Y]VZPZX^\WU]\NVQcOZTSWYTZWW[QTM`RZ\`VY]U`SRXRZPXS[\QWe^Y`hT]^WYNWYMUXQTYS\\WSXTa_S[XWYOXVUZWQYWWaWTP^WP[YVWYWLSY`[[dXQVUZQT[bM_bXWU[b[TT]X\\eZaVYYRX]V[aQ[`ZXZUXX`V`QZT\Z\Z]^]WVUU\`VZYYZV^TR^WW`^T`XTZyXVU[^U=X[YX`VW_]VZW\XUVTXVZM]\WYU\W\\SbVTZYYZ\aQ[U[YXYbTVW[UV]XX\^\TTYWW^ZVW]TTZYV^\XRVYYVRY^XTX^R[^S]RXUXUZ[ZYZZVUWYkV`L[WZT[[\`]XUXWPZ]\W_YVWWXUVVSZUXS]YZY]WTR^XRRV_T[YR^`T[]ZXX]XZXV_TUXXWWS_[bXYX_\RX_YZVcXN]X_YIWTUXRUW[]UZ\[^XWYaiWYZ\Z[_W[a[_]VV^Q[_VTWRZYSYeV`bWSZZSV[ZZ[Q`X][WWZTZXVVVU[^SWZZXWZ`XS^X[WXZdWV\[VW[]XOZ\YS[\[X_UWaSUWZRV[SXW\SZZ_S[XUZQVXWYUXUTUZUYZW]NZY]VRXTZVVhRV_\[Q^T]aTefU[\XXi\]Xd[^\S[aTUX[ac_S``h^XUc]WUUW\d[_aSZa^_X]e]TVSadZWd^[kZZQ\V[P\\^]ZPSZMYPc\ZV_XW][]^XR]__ZT`ZYeUU]Ud]V[YVZ``T\SWSbWVTJUTQaVmQQ_QNT_[QRaQ^c^^ZL`PSeSb[TTX\c[b]YdQS[`heQUTU^XUTYhbYSZX\Wg]SX_WcXSSd_T_bV_Y`WTXeMYXeTPNVUV]]`YZZWdVS_OV_]`YSZ\UcO\gQ[Zrg`UaYWaZ]^PT`TcUY_Nf[_Z`V\VRlXXSW]TaZ[cRcUW[`Y]][WZ\UUU_UbZ][XiZ`aZ\V]hQgZR\WQ]XY[[Z]_QTUf[TZRVaUZPVNf`TVgW^WTV_QfY]TU`XaXYV^XeW\]W^]YZ\US_Z[]N^Y^^\\VVa[V`\cT\Xe_RaXYW`c_W^Y\Q\[ZUWV[\`XQU^]NVRTZdb^[WKt_^hXXajWYVcg^dZ__U`_dZf\ZeX^_id_l_]^VO]X^fhUUcUXkWaWYReb`[ZaVc\W]W\`[l^_dZ[Xd\Y]QCZ[bbWPg[gYWXQ^X[Sc]k_d\e_iZ\Z[f`f^La`V_bih`chUh[VdZL_eVWbUZZRc^`RVe^Ydb[Y`WeYSdZ]d`YZVUaWLZURf^ici_XXT]_`d]T[\iQYTpbZdi_ZTZ[UXZlh`^WW[h]ZZd[TdQcc\P`\W^Wf\Z[XacYYY\Uejcj`cU[]bZgY^Yc\[MXXTZW^YiZbZVQbV]dXW\]F\W]UT^R\NRX\g\`g^V`dgXdYWVZS\e_ld]Z[O_X_]`YUeyfZZc[fa`a\_SW_fV\`[Sj_UD_anZYbWaVTWe_aWXYpOWg]Y]VZ__^[Q^T]W\ah]]Kq[[^XWOX\QX`cci[_fd_ZWT^\\]Z]]\W[_c_^r`YZ]XPWZZT]ZdYX[`Y\[\^R^[XWXVSUOZdYV[S[UXYZR[XZ_\h^S_aSV_YY`^RZZV[Z_ZYV]Obd[ZUOTTTWSe[\X^WZUW^VZ\U\dWXXX^T_SYVeYTQY[YRRabaX[\\^O[VVY\]VaV]WV\VTdaZUPZ[`ZX\^^U^TbWWVQP[X]\V]S[`XNT]ZXZUVQVXVX[R`W[WWLWX]UVZWZZV\\Z^ZXYTXQU]^SWYZUPV`U[dZcbYZT\Z_[][\YS]YS]RbY\\URR^TT\^XY_\dY[W\RYROdUZf_aTdUZQ\\YbVW`ZXT[XaXZUZfS]TYeccgdW[[`ZT\ZYUZ\ZcVY\YYa]WWYWV`QXZYa\V\YaTT`ZW]Z\Y^YYW^SSXbTjV[ZXYVR[^W\[UM[\^\YXV_bZ\[^WTSV[\XTTWUYYNTZXS\eZ\UW_]lVZQ]W^]VXb]_gU[ZXVUXXUWZXK\RZ^[UVQYJaUeOoXZ[[XQYaQbs\`lHUUQRbb\a_]ZQFZQXTdTNb^N_WXZXiX_bV_[]Z[\aW^TZUP^U`^RXZTaZTRZUQRYXHSa]TVR_[`UKXSY]\[^VVZYZdcVSQUO]`VPLRcX`^Wf[Z]YNVPaVWZS_hRd`e[_Sa\^^g`ZUU[fWX_a]`\WaXXY[cXbWY^RTUZYSXZbXW_P\UQRTM[]_PQSYVb^^RDRVXXOY\ZWWe\W_ghS`YLjW[\YXU[X_YS`PT^V]cKSY[fVQWO\STVWX\UWa`Ql^gX_LWX\bR[XTQXaS`]XXYWZ]UYUYV[VgR^hTd]XTYZd`\TNUfUecOZ\TYOWT^UY[WZZOUXVVUX]OZa[VZY\ZSZYYYZWIWVPbV\WLaS`VVL[XjXX]FXXRb^Y_SVR___R^^X[ZZQUZ_]Wcb^S^URQX[QSN]VYVW__Y[QT[VSW[\VVZT\YVVTT]X]]WVW_WX[VO[Y_[ZV[[_]UVTW]WYYZZW]\^ZP\WQZXYRTTRYYWXYSUVZU[^\Z\YaYWY\SYT[VUX\YU[YWWV]ZV[TVUZYZUYWXP[WYWXZ^]XZXZRW\PXXWW[SSYXUTY[]Z\RZ^^[YYZWUW^][`YR\UURYZTZaYXYUYVYUWW]SPdVPX\Z[[\XYVXTd[^UcS`XUVZU[[\XTUYYY\YV[[[SVXZ]XYV[XXWXTRW]\VUW\W
 								:DFKFC3?9@HD31E-K%)8;=:@?D704C@A<>38!;'2=;9B-JMJGLL<MFDEMLF@M:OAEL;QSPJCLLLRDADHKVKGFME:JKH:D;FJFJT?J5GKFGCFk>?KJJYSDBBHIJKQ<J>PMC@GG=IED@HINSAEDRKBBB@EHU<XMICH]B[GCRMK?EAD=I:<>H:JGDY<8MCJBD@CEIBA;BRLENQHLH=LPL;N8:NC?DFQBNC?VGEBCKERELILFYDKMAF?OCHEL7CMG@FEEWCEA@>E@LMGFBRLGCHIKFRQUKLNLFNA8KLIBIEHFFCMGFBBHN?JI^MQFIHLVGEAB>DT;KCG?IJJEIE?L:>EGAFIJIDOFIC@QIBQDH=7NRPLOAHGSHSHD\BDZFVIZ]NHEEK=EESKMT>JCQGTILHFSJHJLFGIJFHKPeR?AIG^CJLKRABFZIBLJETLAJQDAFJULDJDJEFMMPJARLJXNKA>ONHC[DBA>GCI@SBBSBGEOLBIBMJI=TIIHOEBaGNRHLGCHPGIAWGMDKJUX>YKXGSVPCZ@OKKJKFMF<CAIUJCWLMWKOMD=5HGCGMO>LIOYMIB]ABIDGHOM>I^IDFCKIE<FEKSZHNF[NLM>?KWIGMKIBNNQFCBAGEBQGKIV[LDRVGCJFEJIQHGLKLVJDJ;hW'EFBGOKQFH;TIAF@PO<PQKKALFNICNKOKNAFHQONIEMAKMCFOJNQTHNWDIM@ESOVKEGDKYOQQGHRINNL><KG<ECRXQEKDQGIMOLJHLGOUCSHTLWOMUTTHF@ERCKPHF;BS\IANFNDTPHLKOSGLM=Q=OJCKEHEFFBOAIMJCSOWXLAHDK=BLWGNDJ<MKcIJVOB?MI7HIGSPWYKNH>JQPJHMHH>HKIIJQHPILVGUMCXGEC>PJWAO?\FKNKFEN>\MCKGJFDRIOHIUAKEHD[RJ@NYJQFIPDNMJJeJHJNRSWNKFIRHMZSJKCXPEXLKGQKDGJEMGO]DaLKYHUOJGKLYZLEjE\JDLVFJI0H2FAF1EGV7;GI@G2@6UPLL[W>@NM9XN2HMKLOWFSI;HLD8JDGMC7NI8RB?YSKQQH3QG2<47>FOMC;G<I[:T>TNg3MdG<5AN1NNEGA6PE59<?P=jWGSKABAEKCBEBF=EEGEKG-OAU=OIBSL^B5GPF=OGHKJDA4YQ`AGi)C2NA=?K9FMYCS?@Y9bI3<NGX[<;1PBC1].AT8GBG[9RNIDHQWqZ]RBC@B?C>JL8[U4EKCCL7>EO<OI@K53MCSEIBC\?FJAJcNJJLMTQL3;BND7ODFWGMT;QIS3KJVP>C2J-XBkDKRNQNBIR]D\C;r=XB6RDKJ]K<GHVLSEUGN>DCOHBIIURKJDKOIIB[DTDDISHG<CEFNIJLM@PMYUFRQK?NGJQ>IDFVCCH=WMGVBHILGOEEBFFGX9TQ@IHHKKKDLQBBPEVSW@BMMFERKD=TJD@XSVJPKYJJPMDTSW>PROL@HXIOVODQ@TCFL?GD>MFGDFNI?DEI=GIDAOPBQHSJTIXB=OLGMFHTJG\KTFIGHFKD@KYDA7>?PUD?PMKGIRNAQNYNQMKEKDKNFFP?CVKNNMIJN?KDUQHOJOSVDL@?DJ>IK-LALNJP=NJNNEMFGKNTTFOFJHCMHDIFKHIOG>LRCEGJbDUGRHMX7<B\>\LQUWPI@F>IA?I8LHBDHYNOUIJFPJTHPGAPEHFQOJKI?CLJLYHBEE?UKTCGJHD[LJ>E@JDSEQD>Z@NMJhRLJGOFAGLHEJULQIFIGLEBLSNGAESJEKNFH:MFNGUGHCC@ABHFDP<;KAS@AFDIOKLIH?IdSEEC@@E;K:5=A9MRAHJLROELIHDGTLDJOGKKMFGDFXGWE@9JEHIOOFYFQENVJHEFI<H\LIHM=;D]MQ`TPF;_@DQMIL?JEJGYJ>GDXG>CQJPEEFRKJZCGI?;@V7BIBAJQO9LJ@AMHUCEEU^TIG<DAMOD7[JPH4UTYLKSSXGSS[KKL[EDKDBMQS\GPKYHNQMNcETOTMOFGLFFPOQDPTMXOQSKSJLQMTLbIFDIbOEUNOFOUQWMLPUARIFEXRGENUUT;SHMGNRLIQRNKSOLPKQMRNQULKLJONHWQVXTH[RRTMJMQQOIOMH]JNNL_HSYRZXL>DUI]WGNHKHLBSTPESRPLFPMRIFQaWWPINJK\PEVGZaKELNVIHE_GMYVNIKPGVPIVWNULJUJQLYEJGFSWDJC<SZFFLJPR[MUHLKVRSLPSSLHHNHPMWBFNPLPSRMHJUQQONOOSTBTMPIHRIQFKJDORSEOXGDLKLQNKBLJRDEIUJQPMI>PBPAFRCLACIOICPXABKEVQJIV;V=TGMFEEHPHKRJCSHARUGJ>S]GEKZTOMKFKLOEBQGB?GLPL]RRKQJDH?H@AKEJPUUE>@LHUTG?IEEA^FJ]KPOOQEOILOIJIRMCGHPI<DJDVBE]UU@ENJ>QLQU[IH@<?@;K88PRMR=RIpOFKSLTKNDJHEJJFDLEHQCaLPMLRI=DCNDGKJOLDSGFNEHTUQILJFHQB@@VPTEH<[OUJT>KMUBGDW@LQNODGCYGAMKCGNF?DOHNFGOE@NGOC[LGQSKCRK\BNQNXDM?AVIWGTNS:JBDIJcGcQTGNRKP]JIHEJMHMFNEM=ESBPMNDALJFFGIRMBJ>??JIGSQCNIICLLLPLJTLMMKMSKIQDKKHJMKTFXVIID]JX?EM@MPQDB<DJEHAMKQKQDOHRCDBLSJGOGHNOIGA[JKFNHPQTPIM@NELPIIJNIA\OENHSKKFIJMKHCL?GD>@EJHIXCJJBa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nD@EZZCR_DI]D?AG>B?GCRJCJJ:HEGMOIP=T?A@?K_EDIIb?V6ILPM?KQM@HGGK<JKG>FJECL@DG_EH.CCKLOCR_BBZBHCHBD?CF>;J?UDM@IK=TEFp[XWI\*N<N@CN6NIBVHH]JK^CEFMF9HAOJIL1CMGYRE:YIEENANIGLKaRHGKFHN;K?GOCAOLWEKQ92VCP>HB<CJUCEG,IODSK>6GYPPG]_BCJGIXGQ<QHAIULFDBKU.>P,PP=EATKWC<HDGS7K?cT:MFJ>FCQEDIONLFPFQRL>WXSTOGLFEFGN?TLKBBGMGDNJRKLWIFaLMNQQCHRGAJRG^GEPJTKPNFDNIJLMTKGSJFPJ?VFDHOPLDEOLJHCVHLH]KGKEDIEGNKNSD;DBOHRQXIDVW?LDNOGPNAPQLM@KKPENHTLAMNPILBNEM[OFHHCHFAWRCQFPFPODFMQJLJIORNQJIUJJML]N:JLHKMELELFASMEGUCHIDKSKTLFVIRQHCSOOROGF@ANRFRLKSEMFMHNEDFSIJDTKQK=MILFKMLPGOKGOWEN]MGFWWBXFHQKNMEHPIKSSGLTBAOOUFOIEGMQLLGKUIANCJKIREJFOJHDJHMJBIQDBFIHIKLBIEKKNHJOGHJILNFNKHP\LELGCSGLMJNFLNCGGMFGMKKKGEIMLQSLAIBOIIIFEKGHMFARHFNHEHLHFGFJGIFLB?KQMMUNRGDEIJDCKIGGRCDIMKLTKOMEG@HKKIFKOPFGETMOGRLGIOEBKGFDEBDFFJMFCJ>NGFHNHNHNJIJDGTHB