viiccwen opened a new issue, #1024:
URL: https://github.com/apache/mahout/issues/1024

   ### Summary
   The core QDP engine already supports amplitude encoding from GPU pointers 
with float32 inputs via `encode_from_gpu_ptr_f32` and 
`encode_from_gpu_ptr_f32_with_stream`, but the Python bindings currently only 
accept float64 CUDA tensors for amplitude encoding. This limitation forces 
users to upcast their data to float64 on the GPU, adding unnecessary memory and 
compute overhead when working with native float32 pipelines.
   


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