三个皮匠报告—— 严选型全行业研究报告分享下载平台,您的专属行业智库!
欢迎来到三个皮匠报告!
登录
帮助中心
首页
最新
研搜
BETA
合集
英文
会议
数据
财报库
政策库
自研报告
入驻
您的当前位置:
首页
>
行业数据
>
图表20KVCache机制示意
图表20KVCache机制示意
行业数据
下载Excel
下载图片
原图定位
图片属性
图片格式:PNG
图片大小:331KB
图片尺寸:1801*1316
同报告图片
/
4
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
所属报告:
半导体存储行业深度研究报告:企业级需求高增驱动新一轮存储超级周期-251105(24页).pdf
打包全文图表
相关数据
KVCache处理方法(Multi-head、Grouped-query、Multi-query)
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
收藏
行业数据
2025-12-11
原图定位
查看详情
UCM以KVCache和记忆管理为中心提供全场景系列化推理加速能力
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
收藏
行业数据
2025-09-29
原图定位
查看详情
图6(a)所示,在第一轮对话中,LLM生成a1的q1KVCache。完成第1轮后,LLM
fCDova7mrKEgICB8IFJlY29tcHV0YXRpb24g55qEIFRva2VuIOW6j+WIlyAgICAgICB8IENhY2hlZEF0dGVudGlvbiDnmoQgVG9rZW4g5bqP5YiX5Y+K5aSE55CG5q2l6aqkICAgICAgICAgICAgICAgICAgICAgfAp8LS0tLS0tLS18LS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLXwtLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLXwKfCBUdXJuIDEgfCBxMSwgYTEgICAgICAgICAgICAgICAgICAgICAgICAgICB8IHExLCBhMSAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICB8CnwgVHVybiAyIHwgcTEsIGExLCBxMiwgYTIgICAgICAgICAgICAgICAgICAgfCDliqDovb0gcTHjgIFhMSDnmoQgS1YgQ2FjaGXvvIzpmo/lkI4gcTLjgIFhMu+8jOaJp+ihjCBkZWNvZGluZyAgICAgICAgIHwKfCBUdXJuIDMgfCBxMSwgYTEsIHEyLCBhMiwgcTPvvIzlkI7nu60gZGVjb2RpbmcgYTMgfCDliqDovb0gcTHjgIFhMeOAgXEy44CBYTIg55qEIEtWIENhY2hl77yM6ZqP5ZCOIHEzIOaJp+ihjCBwcmVmaWxs77yM5pyA5ZCOIGRlY29kaW5nIGEzIHwKCui1hOaWmeadpea6kO+8muOAikNvc3QgLSBFZmZpY2llbnQgTGFyZ2UgTGFuZ3VhZ2UgTW9kZWwgU2VydmluZyBmb3IgTXVsdGkgLSB0dXJuIENvbnZlcnNhdGlvbnMgd2l0aCBDYWNoZWRBdHRlbnRpb27jgItQZW5nZmVp
收藏
行业数据
2025-09-29
原图定位
查看详情
MLA和MHA在困难测评集上性能和KVcache对比
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
收藏
其它
2024-06-12
原图定位
查看详情
最新数据
全球全年龄段奶粉市场规模(亿美元)
收藏
行业数据
2026-07-30
原图定位
查看详情
全球酸奶及发酵乳制品市场规模(亿美元)
收藏
行业数据
2026-07-30
原图定位
查看详情
全球药用级益生菌市场规模(百万美元)
收藏
行业数据
2026-07-30
原图定位
查看详情
全球益生菌膳食补充剂市场规模及增速
收藏
行业数据
2026-07-30
原图定位
查看详情
全球拥有AKK专利菌株的核心企业
收藏
行业数据
2026-07-30
原图定位
查看详情
历史 token 计算结果缓存可显著提高效率,KV Cache 技术应运而生。在大模型领域,随着模型参数规模的扩大和上下文长度增加,算力消耗显著增长。以多轮对话场景为例,随着对话轮数增加,历史 token 重算占比持续增长。因此,构建高效的历史 token 计算结果缓存机制,理论上可以实现对重复计算过程的智能规避,从而显著提升计算资源的利用效率,KV Cache 技术应运而生。为了避免在每个时间步为所有令牌重新计算所有这些张量,可以将它们缓存在 GPU 内存中。每次迭代,当计算新元素时,它们都会简单地添加到正在运行的缓存中,以便在下一次迭代中使用。
行业数据
原图定位
当前图表所属:
半导体存储行业深度研究报告:企业级需求高增驱动新一轮存储超级周期-251105(24页).pdf
2026年半导体存储行业报告:企业级需求高增,25Q4 DRAM涨幅上修至23%与超级周期分析
半导体存储行业深度研究报告:企业级需求高增驱动新一轮存储超级周期-251105
图表9NANDFlash应用分布
图表8AI运行阶段存储需求
下载图片或Excel,需升级至尊VIP会员或「预见者」VIP
立即去升级
客服
商务合作
小程序
服务号
回到顶部
折叠
微信扫码登录
微信扫码登录
双重福利,扫码领取!
关注公众号『三个皮匠报告』,免费领取报告
1.100+最新优质行业报告
2.每周免费精选报告分享
手机快捷登录
账号登录
记住密码
忘记密码?
验证即登录,未注册将自动创建账号
获取验证码
收不到验证码注意事项
登录代表您已阅读并同意
《三个皮匠服务条款》