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see 2024 analysis in
- https://github.com/ObrienlabsDev/blog/wiki/CUDA-based-%E2%80%90-High-Performance-Computing-%E2%80%90-LLM-Training-%E2%80%90-Ground-to-GCP-Cloud-Hybrid#cuda-on-gcp
- Prep for H100 access on new G3 instance with IPU networking for both CUDA and TensorFlow images via quad L4 - start only with IaaS docker pass through before GKE deployment GoogleCloudPlatform/pubsec-declarative-toolkit#747
- ATO Prep: Add/Verify IAM organization policy - advisory notifications via 2h delay email/iam/logging entries visibility done through terraform GoogleCloudPlatform/pbmm-on-gcp-onboarding#252
When running on nane1 after getting quota - the terraform marketplace deploy failed on a 2nd run with a locked statefile - I deleted the deployment and switched to the default us-east-1c
connect via RDP after resetting password
PS C:\Users\michael> nvidia-smi
Mon Nov 17 21:36:26 2025
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 581.42 Driver Version: 581.42 CUDA Version: 13.0 |
+-----------------------------------------+------------------------+----------------------+
| GPU Name Driver-Model | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|=========================================+========================+======================|
| 0 NVIDIA L4 WDDM | 00000000:00:03.0 Off | 0 |
| N/A 41C P8 13W / 72W | 176MiB / 23034MiB | 0% Default |
| | | N/A |
+-----------------------------------------+------------------------+----------------------+
+-----------------------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=========================================================================================|
| 0 N/A N/A 2528 C+G C:\Windows\explorer.exe N/A |
| 0 N/A N/A 7304 C+G ...h_cw5n1h2txyewy\SearchApp.exe N/A |
| 0 N/A N/A 7540 C+G ...5n1h2txyewy\TextInputHost.exe N/A |
+-----------------------------------------------------------------------------------------+
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