Object2Vec

#aws #sagemaker #machine learning

Word2Vec for arbitrary objects.

Input

pair of tokens or a sequence of tokens

Architecture

Siamese network with two encoders and a comparator

Instance Choice

  • Single machine only (CPU, GPU or GPUs – M5 or P2)
  • Inference: M2 with INFERENCE_PREFERRED_MODE
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