Փ֮˼R֮ՓAĿoՓcPעՓӑB(ti)
}ЇʽF(xin)M˹ܵļg҇Ƽ(chung)µҪ֮һߴԵԼg˹ڽo흓ھl(f)չtͬr䲻_ҲTȫ(zhn)ՓA{ڌҌWP˹ܵİl(f)չcȫPcһW
Ƅ҇һ˹ܽl(f)չ
AώW춨ıʾ҂ҪW؞ƽrЇɫx˼룬ΰƄӸ|l(f)չ@Ҫ΄ӿl(f)չһ˹ܣ÷ȫ潨OxF(xin)ҸĿ΄
ӿl(f)չһ˹ܣڌF(xin)ˮƽƼԏ¿Ƽ˳ӿ˹аl(f)͑ƏV҂AȫƼәҪ(zhn)ץ֣Ƅ҇ƼԽl(f)չa(chn)I(y)(yu)a(chn)wSҪ(zhn)YԴ
˹ܾжWƾC߶ȏsҪ҂ӏСy(tng)I\f(xi)ͬ(chung)¡(wn)Mԭ(chung)cPIļgӏAՓоȫ˹ܼg(chung)M˹ܼga(chn)I(y)Ŭ˹ܰl(f)չՓߡϵy(tng)ȷȡ׃ͻ_˹PIļgԼͬr@OF(xin)a(chn)I(y)wϵԹoȽYԸĸM˹ͬһa(chn)I(y)ں˹ܼgƄӸa(chn)I(y)׃Lc
Ƽǰl(f)չҲܳɞLUԴ^Ƅһ˹ܽl(f)չҪӏLUкͷ˹ܼgõļsԛQ˹ܼgðʩp_Ӱ푂pȺϷΣҰȫ(wn)`О飬So͇Ұȫ_˹ܰȫɿɿ϶Wӏ˹Pɡ}оȫ˹ܽl(f)չķɷҎ(gu)ƶwϵ
˹ܼgؘB(ti)
ƽrЇɫx˼оؼsоTԺýcݛооTwJS㷨]ZӋCҕXȼgl(f)չýI˹ܵ̽\úҕ̶ԽԽ(lin)W(wng)(sh)(j)̓MF(xin)^(q)K朵ȼgİl(f)չ͑ƄӂýI(y)Mܕrýwܻ܇HIԭB(ti)
˹ܼgИI(y)ԭеĂCˌc㷨ְl(f)đ׃˂y(tng)ݵa(chn)ģʽϢɼa(chn)Ʒְl(f)ʬF(xin)ʽÑcģʽa(chn)ĸh(hun)(ji)a(chn)׃˹ܿԎߌЧMAԱõ؛Qx}f(xi)xѱ_ʽ
l(f)ͨ˹“^”
˹Iһ݆Ƽca(chn)I(y)׃đ(zhn)Լgxܽ(jng)(sh)ֻGɫpD͵Ҫк“^”ЧЇƌWԺƼ(zhn)ԃоԺоTfŲָ҇ڔ(sh)(j)ҪI㷨ܵĬF(xin)߶ҕ˹ܵӼgcAܛI찲ȫŵ˹B(ti)ӿƄӑ
JIͨ˹܄(chung)°l(f)չB(ti)Ҫ㷨惦W(wng)jȫPIh(hun)(ji)Mϵy(tng)ɣҪһwMƼ˲a(chn)I(y)(chung)µȹһwOӋԭʼ(chung)¡Ʉ(chung)_ń(chung)£аl(f)(yu)ÈIȫ_ń(chung)B(ti)
˹LU
(jng)Ոἰ˹ڎЧͬrҲl(f)[ΣCҪLURԸǰհԵeܿغ˹ܼgĸLU
һҪƄӼgMᘌ˹ܵģ͡㷨(sh)(j)[˽͑õLUͰȫ{ӏȫoAՓоǰذȫgоƄPIg˹ܰȫgwϵЧܿ˹LUPI@һҪͨǹPLڹW(wng)jȫ^I(y)Ԡ^M(chung)(lin)w_չՓоͼgPͬrӏ(sh)ְȫ˲B(yng)Ҏ(gu)g˜yԇ˜ʺ͑Ҏ(gu)M(sh)ְȫć⽻Լg(chung)I˹ܰȫ
һ߀Ҫӏǰ҇ʽ˹ܷչ핺kCʩҌ˹ܷݰNTҲڷeO̽҇Ը߶ؓ؟εđB(ti)ȅcȫ˹ؕIЇǻ۵ͬrռȫ˹ԒZࡣڌ`l(f)չеĆ}rְؑl(f)]̎ڌ`ǰصI(y)ИI(y)M܆λҪcI(y)ИI(y)MЙCԼVĺͨ͜CЧI(y)ИI(y)MMұO(jin)l(f)]ЙCf(xi)O(jin)ReLU˹LUR
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