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托管联机终结点 SKU 列表
下表显示了 Azure 机器学习托管联机终结点支持的虚拟机 (VM) 库存单位 (SKU)。 每个 SKU 都是分配给可购买的特定 VM 的唯一字母数字代码。
可以将表中列出的完整 SKU 名称用于 Azure CLI 或 Azure 资源管理器模板（ARM 模板）请求来创建和更新部署。
有关 CPU 和 RAM 等配置详细信息，请参阅 Azure 机器学习定价和 VM 大小。
| 家族名称 | VM 大小名称 | 支持 Infiniband | 体系结构 | numberOfGPU | numberOfCores | 跳过 20% 预留 |
|---|---|---|---|---|---|---|
| standardDASv4Family | STANDARD_D2AS_V4 | - | Cpu | 0 | 2 | - |
| standardDASv4Family | STANDARD_D4AS_V4 | - | Cpu | 0 | 4 | - |
| standardDASv4Family | STANDARD_D8AS_V4 | - | Cpu | 0 | 8 | - |
| standardDASv4Family | STANDARD_D16AS_V4 | - | Cpu | 0 | 16 | - |
| standardDASv4Family | STANDARD_D32AS_V4 | - | Cpu | 0 | 32 | - |
| standardDASv4Family | STANDARD_D48AS_V4 | - | Cpu | 0 | 48 | - |
| standardDASv4Family | STANDARD_D64AS_V4 | - | Cpu | 0 | 64 | - |
| standardDASv4Family | STANDARD_D96AS_V4 | - | Cpu | 0 | 96 | - |
| standardDAv4Family | STANDARD_D2A_V4 | - | Cpu | 0 | 2 | - |
| standardDAv4Family | STANDARD_D4A_V4 | - | Cpu | 0 | 4 | - |
| standardDAv4Family | STANDARD_D8A_V4 | - | Cpu | 0 | 8 | - |
| standardDAv4Family | STANDARD_D16A_V4 | - | Cpu | 0 | 16 | - |
| standardDAv4Family | STANDARD_D32A_V4 | - | Cpu | 0 | 32 | - |
| standardDAv4Family | STANDARD_D48A_V4 | - | Cpu | 0 | 48 | - |
| standardDAv4Family | STANDARD_D64A_V4 | - | Cpu | 0 | 64 | - |
| standardDAv4Family | STANDARD_D96A_V4 | - | Cpu | 0 | 96 | - |
| standardDSv2Family | STANDARD_DS1_V2 | - | Cpu | 0 | 1 | - |
| standardDSv2Family | STANDARD_DS2_V2 | - | Cpu | 0 | 2 | - |
| standardDSv2Family | STANDARD_DS3_V2 | - | Cpu | 0 | 4 | - |
| standardDSv2Family | STANDARD_DS4_V2 | - | Cpu | 0 | 8 | - |
| standardDSv2Family | STANDARD_DS5_V2 | - | Cpu | 0 | 16 | - |
| standardESv3Family | STANDARD_E2S_V3 | - | Cpu | 0 | 2 | - |
| standardESv3Family | STANDARD_E4S_V3 | - | Cpu | 0 | 4 | - |
| standardESv3Family | STANDARD_E8S_V3 | - | Cpu | 0 | 8 | - |
| standardESv3Family | STANDARD_E16S_V3 | - | Cpu | 0 | 16 | - |
| standardESv3Family | STANDARD_E32S_V3 | - | Cpu | 0 | 32 | - |
| standardESv3Family | STANDARD_E48S_V3 | - | Cpu | 0 | 48 | - |
| standardESv3Family | STANDARD_E64S_V3 | - | Cpu | 0 | 64 | - |
| standardFSv2Family | STANDARD_F2S_V2 | - | Cpu | 0 | 2 | - |
| standardFSv2Family | STANDARD_F4S_V2 | - | Cpu | 0 | 4 | - |
| standardFSv2Family | STANDARD_F8S_V2 | - | Cpu | 0 | 8 | - |
| standardFSv2Family | STANDARD_F16S_V2 | - | Cpu | 0 | 16 | - |
| standardFSv2Family | STANDARD_F32S_V2 | - | Cpu | 0 | 32 | - |
| standardFSv2Family | STANDARD_F48S_V2 | - | Cpu | 0 | 48 | - |
| standardFSv2Family | STANDARD_F64S_V2 | - | Cpu | 0 | 64 | - |
| standardFSv2Family | STANDARD_F72S_V2 | - | Cpu | 0 | 72 | - |
| standardFXMDVSFamily | STANDARD_FX4MDS | - | Cpu | 0 | 4 | - |
| standardFXMDVSFamily | STANDARD_FX12MDS | - | Cpu | 0 | 12 | - |
| standardFXMDVSFamily | STANDARD_FX24MDS | - | Cpu | 0 | 24 | - |
| standardFXMDVSFamily | STANDARD_FX36MDS | - | Cpu | 0 | 36 | - |
| standardFXMDVSFamily | STANDARD_FX48MDS | - | Cpu | 0 | 48 | - |
| standardLASv3Family | STANDARD_L8AS_V3 | - | Cpu | 0 | 8 | - |
| standardLASv3Family | STANDARD_L16AS_V3 | - | Cpu | 0 | 16 | - |
| standardLASv3Family | STANDARD_L32AS_V3 | - | Cpu | 0 | 32 | - |
| standardLASv3Family | STANDARD_L48AS_V3 | - | Cpu | 0 | 48 | - |
| standardLASv3Family | STANDARD_L64AS_V3 | - | Cpu | 0 | 64 | - |
| standardLASv3Family | STANDARD_L80AS_V3 | - | Cpu | 0 | 80 | - |
| standardLSv2Family | STANDARD_L8S_V2 | - | Cpu | 0 | 8 | - |
| standardLSv2Family | STANDARD_L16S_V2 | - | Cpu | 0 | 16 | - |
| standardLSv2Family | STANDARD_L32S_V2 | - | Cpu | 0 | 32 | - |
| standardLSv2Family | STANDARD_L48S_V2 | - | Cpu | 0 | 48 | - |
| standardLSv2Family | STANDARD_L64S_V2 | - | Cpu | 0 | 64 | - |
| standardLSv2Family | STANDARD_L80S_V2 | - | Cpu | 0 | 80 | - |
| standardLSv3Family | STANDARD_L8S_V3 | - | Cpu | 0 | 8 | - |
| standardLSv3Family | STANDARD_L16S_V3 | - | Cpu | 0 | 16 | - |
| standardLSv3Family | STANDARD_L32S_V3 | - | Cpu | 0 | 32 | - |
| standardLSv3Family | STANDARD_L48S_V3 | - | Cpu | 0 | 48 | - |
| standardLSv3Family | STANDARD_L64S_V3 | - | Cpu | 0 | 64 | - |
| standardLSv3Family | STANDARD_L80S_V3 | - | Cpu | 0 | 80 | - |
| standardNCADSA100v4Family | STANDARD_NC24ADS_A100_V4 | - | NvidiaGpu | 1 | 24 | 是 |
| standardNCADSA100v4Family | STANDARD_NC48ADS_A100_V4 | - | NvidiaGpu | 2 | 48 | 是 |
| standardNCADSA100v4Family | STANDARD_NC96ADS_A100_V4 | - | NvidiaGpu | 4 | 96 | 是 |
| 标准NCASv3_T4系列 | STANDARD_NC4AS_T4_V3 | - | NvidiaGpu | 1 | 4 | - |
| 标准NCASv3_T4系列 | STANDARD_NC8AS_T4_V3 | - | NvidiaGpu | 1 | 8 | - |
| 标准NCASv3_T4系列 | STANDARD_NC16AS_T4_V3 | - | NvidiaGpu | 1 | 16 | - |
| 标准NCASv3_T4系列 | STANDARD_NC64AS_T4_V3 | - | NvidiaGpu | 4 | 64 | - |
| standardNCSv2Family | STANDARD_NC6S_V2 | - | NvidiaGpu | 1 | 6 | - |
| standardNCSv2Family | STANDARD_NC12S_V2 | - | NvidiaGpu | 2 | 12 | - |
| standardNCSv2Family | STANDARD_NC24S_V2 | - | NvidiaGpu | 4 | 24 | - |
| standardNCSv3Family | STANDARD_NC6S_V3 | - | NvidiaGpu | 1 | 6 | - |
| standardNCSv3Family | STANDARD_NC12S_V3 | - | NvidiaGpu | 2 | 12 | - |
| standardNCSv3Family | STANDARD_NC24S_V3 | - | NvidiaGpu | 4 | 24 | - |
| standardNCADSH100v5Family | STANDARD_NC40ADS_H100_V5 | - | NvidiaGpu | 1 | 40 | 是 |
| standardNCADSH100v5Family | STANDARD_NC80ADIS_H100_V5 | - | NvidiaGpu | 2 | 80 | 是 |
| 标准NDAMSv4_A100Family | STANDARD_ND96AMSR_A100_V4 | 是 | NvidiaGpu | 8 | 96 | 是 |
| 标准NDASv4_A100系列 | STANDARD_ND96ASR_V4 | 是 | NvidiaGpu | 8 | 96 | 是 |
| standardNDSv2Family | STANDARD_ND40RS_V2 | 是 | NvidiaGpu | 8 | 40 | 是 |
| standardNDv5H100Family | STANDARD_ND96IS_H100_v5 | - | NvidiaGpu | 8 | 96 | 是 |
| standardNDv5H100Family | STANDARD_ND96ISR_H100_v5 | 是 | NvidiaGpu | 8 | 96 | 是 |
注意
小型 VM SKU（例如Standard_DS1_v2Standard_F2s_v2，对于较大的模型而言可能太小），并可能导致容器终止，因为内存不足、磁盘空间不足或探测失败，因为启动容器需要太长的时间。 如果遇到 OutOfQuota 错误 或 ReourceNotReady 错误，请尝试更大的 VM SKU。 如果要降低使用托管在线终端节点部署多个模型的成本，请参阅多个本地模型的部署。
注意
我们建议在生产方案中部署 3 个以上的实例。 此外，Azure 机器学习会预留 20% 的计算资源，用于对某些 VM SKU 执行升级，如用于部署的虚拟机配额分配中所述。 在“跳过 20% 预留”列中指定免除此额外配额预留的 VM SKU。