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deep-neural-networks

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TMVector
TMVector commented Sep 16, 2019

Support for storing large tensor values in external files was introduced in #678, but AFAICT is undocumented.

This is a pretty important feature, functionally, but it's also important for end users who may not realise that they need to move around more than just the *.onnx file.

I would suggest it should be documented in IR.md, and perhaps there are other locations from which it could be s

maitham
maitham commented Dec 27, 2018

System information

  • OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Linux
  • TensorFlow Serving installed from (source or binary): Binary
  • TensorFlow Serving version: Stable

Describe the problem

The documentation shows how you can save assets but not how you can load assets back into the model. I have a 14GB embedding that requires preprocessing that I would li

gorgonia
Flamefire
Flamefire commented Feb 8, 2019

The memory primitives are created using a void-pointer: memory(const primitive_desc &adesc, void *ahandle)

If I have code like this:

std::vector<float> foo(const std::vector<float>& input){
  auto engine = ...;
  auto desc = ...;
  auto memory = memory({desc, engine}, input.data);
  // Call some operator and return result from another buffer
}
  • What happens to my memory?
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