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Source-yakaongororwa AI kufukidzwa kwechigadzirwa kuvhurwa, shanduko yemutemo, kutsvagisa kwekuchengetedza, uye indasitiri kufamba, yakatsanangurwa muChirungu chakajeka nechikwata chedzidzo chisingabatsiri.
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Dzimwe nyaya
9 nyayaInnovation
Kudzidza kunoona kutarisisa kwekuvaka kunotyaira mutengo wesimba weLLM inference
Chidzidzo chitsva chehunyanzvi chinoshuma kuti zvimiro zvetarisiro zvinokanganisa zvakanyanya kukura kwesimba rechirevo chemutauro nekureba kwechirevo. Inowana kukura kwakanyanya kwekutarisisa-misoro yakawanda, kukura kwakapfava kwekutariswa kwemapoka-mubvunzo, uye rinenge risingaperi simba rekutarisisa-mubvunzo wakasanganiswa ne…arxiv.orgInnovation
Vatsvagiri vanowedzera quantization layer kune AI-based radio interference kudzvinyirira
Bepa idzva rearXiv rinotsanangura iyo AI sisitimu inosanganisa autoregressive transformer neFinite Scalar Quantization tokenizer kudzvanya kukanganiswa kweredhiyo-frequency. Vanyori vanoshuma yakaderera latency uye kwakasimba kupindira kurambwa pane yechinyakare uye yekutanga AI-yakavakirwa nzira, asi ipa kwete…arxiv.orgInnovation
Pepa rinokurudzira kuchekerera kwemutengo wakaderera weTransformer modhi panguva yekunyatsogadzirisa
REP-LIE inofungidzira kuti ndeapi maremu eTransformer ekubvisa uchishandisa ma gradients kubva kuLoRA akaderera-chinzvimbo matrices, ichivavarira kudzikisira zviwanikwa zvinodikanwa pakuchekerera modhi uye kuteedzera-tuning.arxiv.orgInnovation
Chidzidzo chinotaridza kana neural-network surrogates inovandudza optimization
A new arXiv preprint inotaura kuti neural-network surrogates inobatsira kugadzirisa chete kana vachinge vabatsira kusarudzwa kwevamiriri mukati menharaunda yakasungwa uye vachisiya nzira yekubvuma iripo.arxiv.orgInnovation
AFDBench inoedza kana AI inogona kunyora nhaurirano dzeNational Weather Service kubva kumamiriro ekunze
Chinyorwa chitsva chinosuma AFDBench, bhenji rekuyedza kana mhando dzemitauro dzinogona kushandura mamiriro ekunze eAI akarongwa kuita nhaurirano dzakanyorwa nehunyanzvi National Weather Service.arxiv.orgInnovation
Preprint inotsanangura izvo zvinoshandura kudzidza kwekusimudzira mukati memhando dzemitauro
Yekutanga preprint inotyora kusimbisa-kudzidza mushure mekudzidziswa kwemhando dzemitauro, kuongorora kuti mibairo, kukurudzira, chiyero chemuenzaniso uye maitiro ekutanga anogadzirisa sei mhedzisiro.arxiv.orgInnovation
MacroAgent inoshandisa LLM-yakagadzirwa heuristics kuvandudza chip macro pamutemo
arXiv preprint inotsanangura MacroAgent, nhanho ina-matanho inoshandisa mhando dzemitauro mikuru kuwana contour algorithms yekuronga mahombe edunhu. Vanyori vanoshuma yakagadziridzwa dhizaini, ipfupi yakafambiswa waya kureba uye nani-kusvika-kumagumo mhinduro paTILOS, Chipyard uye Cadence Innovus ongororo.arxiv.orgInnovation
Pepa rinokurudzira kushandura girafu-kana-mutauro handoffs kune akawanda-agent LLMs
Routed Girafu Handoff inoshandisa isingaremi-mutauro-modhi reuta kusarudza pakati peyakarongeka yekutsamira magirafu uye mameseji emutauro chaiwo kana vamiririri veAI vachituma mabasa.arxiv.orgInnovation
DataKernelBench inoedza kana LLMs inogona kukwirisa GPU dhatabhesi mibvunzo
Benchmark nyowani inoongorora kuti mhando dzemitauro dzinogona kuburitsa nekuvandudza kodhi yeGPU yemibvunzo yedatabase-style, nebepa rekubika rinokurumidza kusvika 2.11 × pane imwe H100 GPU uye 2.54 × pane ina H100 GPUs.arxiv.org
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