PMLE Question 50

Community Discussion

Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.

• Chose C1

  Choose a GPU type: Start with NVIDIA T4 for cost-efficiency or A100 for high performance. Spin up a Deep Learning VM: Use the Google Cloud Console or gcloud CLI. Upload your code and data: You can use Cloud Storage buckets or SCP. Train and monitor: Use TensorBoard or logging to monitor convergence.

• Chose C1

  Not A: the model may not be compatible with TPU -- there are specific requirements for this. Not B: 8 GPUs seems overkill as next step. Not D: GPU will very likely perform better than CPU C: Good idea to try some GPU and observe the speedup. Try first with pre-installed libraries for easier experimentation -- trim down or specialize later if needed.

• Chose A1

  C is wrong because n1‐standard‐2 is too small for GPUs.