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Update README.md #110

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30 changes: 15 additions & 15 deletions cloud-service-providers/azure/aks/setup/README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -19,29 +19,29 @@ Following is the example

| GPU | GPU Memory | Precision | Profile | # of GPUS | Azure VM Instance | Azure VM Family |
| ----- | ----------- | --------- | ---------- | --------- | ------------------------- | --------------- |
| H100 | 80 | FP8 | Throughput | 1 | Standard_NC40adis_H100_v5 | NCads H100 v5 |
| H100 | 80 | FP8 | Latency | 2 | Standard_NC80adis_H100_v5 | NCads H100 v5 |
| H100 | 80 | FP16 | Throughput | 1 | Standard_NC40adis_H100_v5 | NCads H100 v5 |
| H100 | 80 | FP16 | Latency | 2 | Standard_NC80adis_H100_v5 | NCads H100 v5 |
| H100 | 94 | FP8 | Throughput | 1 | Standard_NC40adis_H100_v5 | NCads H100 v5 |
| H100 | 188 | FP8 | Latency | 2 | Standard_NC80adis_H100_v5 | NCads H100 v5 |
| H100 | 94 | FP16 | Throughput | 1 | Standard_NC40adis_H100_v5 | NCads H100 v5 |
| H100 | 188 | FP16 | Latency | 2 | Standard_NC80adis_H100_v5 | NCads H100 v5 |
| A100 | 80 | FP16 | Throughput | 1 | Standard_NC24ads_A100_v4​ | NCADS_A100_v4 |
| A100 | 80 | FP16 | Latency | 2 | Standard_NC48ads_A100_v4 | NCADS_A100_v4 |
| A100 | 160 | FP16 | Latency | 2 | Standard_NC48ads_A100_v4 | NCADS_A100_v4 |
| L40S | 48 | FP8 | Throughput | 1 | |
| L40S | 48 | FP8 | Latency | 2 | |
| L40S | 96 | FP8 | Latency | 2 | |
| L40S | 48 | FP16 | Throughput | 1 | |
| A10G | 24 | FP16 | Throughput | 1 | Standard_NV36ads_A10_v5 | NVadsA10 v5 |
| A10G | 24 | FP16 | Latency | 2 | Standard_NV72ads_A10_v5 | NVadsA10 v5 |
| A10G | 48 | FP16 | Latency | 2 | Standard_NV72ads_A10_v5 | NVadsA10 v5 |

### Llama 3 70B Instruct

| GPU | GPU Memory | Precision | Profile | # of GPUS | Azure VM Instance | Azure VM Family |
| ----- | ----------- | --------- | ---------- | --------- | ------------------------- | --------------- |
| H100 | 80 | FP8 | Throughput | 4 | Standard_ND96isr_H100_v5 | ND H100 v5 |
| H100 | 80 | FP8 | Latency | 8 | Standard_ND96isr_H100_v5 | ND H100 v5 |
! H100 | 80 | FP16 | Throughput | 4 | Standard_ND96isr_H100_v5 | ND H100 v5 |
| H100 | 80 | FP16 | Latency | 8 | Standard_ND96isr_H100_v5 | ND H100 v5 |
| A100 | 80 | FP16 | Throughput | 4 | Standard_ND96amsr_A100_v4​ | NDAMSv4_A100 |
| L40S | 48 | FP8 | Throughput | 4 |
| L40S | 48 | FP8 | Latency | 8 |
| H100 | 320 | FP8 | Throughput | 4 | Standard_ND96isr_H100_v5 | ND H100 v5 |
| H100 | 640 | FP8 | Latency | 8 | Standard_ND96isr_H100_v5 | ND H100 v5 |
| H100 | 320 | FP16 | Throughput | 4 | Standard_ND96isr_H100_v5 | ND H100 v5 |
| H100 | 640 | FP16 | Latency | 8 | Standard_ND96isr_H100_v5 | ND H100 v5 |
| A100 | 320 | FP16 | Throughput | 4 | Standard_ND96amsr_A100_v4​ | NDAMSv4_A100 |
| L40S | 192 | FP8 | Throughput | 4 |
| L40S | 384 | FP8 | Latency | 8 |

## Find the region has desired GPU

Expand Down Expand Up @@ -86,4 +86,4 @@ helm repo update
helm install --create-namespace --namespace gpu-operator nvidia/gpu-operator --wait --generate-name
```

Official instruction are [here](https://docs.nvidia.com/datacenter/cloud-native/gpu-operator/latest/getting-started.html)
Official instruction are [here](https://docs.nvidia.com/datacenter/cloud-native/gpu-operator/latest/getting-started.html)