Is there a way to use cuCollections (in particular static map on the GPU) for Tensorflow model inference using the Tensorflow API’s?
Yes, it’s possible to use cuCollections, like a static map on the GPU, for TensorFlow model inference by developing a custom TensorFlow operation (op) that integrates cuCollections. This involves writing custom CUDA code utilizing cuCollections, wrapping it in a TensorFlow op, and then incorporating this op into your TensorFlow model for inference. However, this is an advanced task that requires familiarity with CUDA programming, TensorFlow’s custom op framework, and cuCollections itself.