Umtapo wezincwadi we-AI wamahhala

Ubuchwepheshe abaqondisiMahhala phakade.

177 imihlahlandlela yesiNgisi esicacile, izindlela zokufunda ezihlelekile, nomtapo wolwazi ovulekile — wakhiwe inhlangano engenzi nzuzo ye-501(c)(3) ezimele ukuze noma ubani aqonde i-AI yesimanje.

177Iziqondiso zamahhala
1Amathrekhi esihloko
~2 minNgomhlahlandlela
~6hIsikhathi sokufunda

Qala lapha

Ezinhlanu izifundo ezisekelwe emiphumeleni

Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.

Amathrekhi esihloko

Phequlula ngethrekhi

Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.

Umtapo wolwazi ogcwele

Zonke iziqondiso

177 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.

Ubuchwepheshe

Izigelekeqe Ezihlome Eziningi

Isigebengu esihlome ngezikhali eziningi siyinkinga yesinqumo lapho ukhetha ngokuphindaphindiwe phakathi kwezinketho ezinezinzuzo ezingaziwa futhi ufunde njengoba uhamba, ubhalansisa ukuhlola okusha...

2 min fundaFunda
Ubuchwepheshe

I-BentoML ne-Model Packaging

I-BentoML iwuhlaka lomthombo ovulekile lwePython olupakisha amamodeli okufunda omshini aqeqeshiwe abe amayunithi ajwayelekile, asebenzisekayo abizwa nge-'Bentos'.

2 min fundaFunda
Ubuchwepheshe

I-KServe kanye Nokusebenzela Imodeli ku-Kubernetes

I-KServe iyinkundla emisiwe, yase-Kubernetes yomdabu yokuphakela amamodeli okufunda omshini esikalini.

2 min fundaFunda
Ubuchwepheshe

I-Seldon Core kanye ne-Inference Graphs

I-Seldon Core iyinkundla yomthombo ovulekile yokuphakela amamodeli okufunda omshini ku-Kubernetes, enezici ezivelele: amagrafu okuqondisisa.

2 min fundaFunda
Ubuchwepheshe

Enyamalalayo futhi Eqhuma Gradients

Lapho uqeqesha amanethiwekhi ajulile, amasiginali wamaphutha ahlehla aye kuziro noma aqhume aye ku-infinity njengoba ehamba ehlehla ezendlalelo eziningi.

2 min fundaFunda
Ubuchwepheshe

I-Gradient Clipping

Isivikelo esilula, esisetshenziswa kabanzi esivala ukuthi izibuyekezo ezinkulu zegradient zingatholwa kanjani ngesikhathi sokuqeqeshwa.

2 min fundaFunda
Ubuchwepheshe

Isisindo Ukuqalisa

Uzimisa kanjani izisindo zokuqala zenethiwekhi ye-neural ngaphambi kokuthi ukuqeqeshwa kuqale, okulolonga ngokuqinile ukuthi amasiginali namagradient kuhlala kunempilo ngezandlalelo ezijulile.

2 min fundaFunda
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Ukulingisa Ukufunda

Ukufunda ukulingisa kufundisa i-AI ukwenza umsebenzi ngokukopisha imibukiso yochwepheshe esikhundleni sokufunda emiklomelweni yokuhlola namaphutha.

2 min fundaFunda
Ubuchwepheshe

I-Inverse Reinforcement Learning

I-Inverse reinforcement learning (IRL) iguqula i-RL ejwayelekile: esikhundleni sokunikwa umklomelo nokuthola inqubomgomo, ibheka ukuziphatha kochwepheshe kanye nemibono...

2 min fundaFunda
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Ukufunda Ukuqinisa Okungaxhunyiwe ku-inthanethi

Ukufunda ukuqinisa ungaxhunyiwe ku-inthanethi kuqeqesha ama-ejenti asuka kudathasethi engaguquki, eqoqwe ngaphambilini, engenakho ukusebenzisana okubukhoma nemvelo.

2 min fundaFunda
Ubuchwepheshe

I-SmoothQuant kanye ne-activation Quantization

I-SmoothQuant yindlela eyenza kube nokwenzeka ukucindezela amamodeli olimi amakhulu kuze kufike kuzinombolo ezingu-8-bit kuzo zombili izisindo nokwenziwa kusebenze ngaphandle...

2 min fundaFunda
Ubuchwepheshe

Ukuthena Okuhlelekile Nokwehliswa Kwezendlalelo

Ukuthena okuhleliwe kususa zonke izingxenye zenethiwekhi ye-neural, njengamakhanda okunaka, ama-neurons, noma izendlalelo zonke, ukuze imodeli encane isebenze ngokushesha...

2 min fundaFunda

Uqedile ukufunda? Ake usikhombise sibone.

Hlola okufundile ngombuzo wesihloko, bese uhlola izifundo zethu ezihlelekile noma usebenzela ukuthola isitifiketi. Wonke umhlahlandlela uhlala ukhululekile ukufunda.