rithwik-db commented on code in PR #42308:
URL: https://github.com/apache/spark/pull/42308#discussion_r1283523318


##########
python/pyspark/ml/deepspeed/deepspeed_distributor.py:
##########
@@ -97,6 +98,8 @@ def __init__(
             _ssl_conf=DeepspeedTorchDistributor._DEEPSPEED_SSL_CONF,
         )
         self.cleanup_deepspeed_conf = False
+        if not useGpu:
+            warnings.warn(message="Deepspeed usage with CPUs is not very well 
supported at this time.")

Review Comment:
   But we haven't successfully tested it in our use case, right? If they do run 
into errors, they will probably message oncall and we don't have a plan to 
approach such fixes. I will let @lu-wang-dl make the final decision. Should we 
raise a warning or an error?



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