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A flexible, high-performance serving system for machine learning models

10 mentions on Hacker News by 9 people: 3 stories, 7 comments · first 2016-02-17 · latest 2023-06-13

Mentions per year 10 mentions · busiest year 2022 (3)
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  1. …model series and significantly outperformed others [2]. Same trick basically like llama.cpp [1] https://github.com/tensorflow/serving [2] https://github.com/pjreddie/darknet
    comment by tension000 · 2023-06-13 · in Llama.cpp: Full CUDA GPU Acceleration
  2. Most likely it's a model server running something like https://github.com/tensorflow/serving and if there isn't a lot of load, the resource could kill some of its tasks. I wouldn't imagine it's sitting around pondering deep thoughts.
  3. https://github.com/tensorflow/serving https://thenewstack.io/tutorial-deploying-tensorflow-models-...
  4. …and docs linked) is start building on top of the * -devel-mkl image. -masroor(author) [1] https://github.com/tensorflow/serving/tree/master/tensorflow...
  5. …source ML deployment packages: https://github.com/oracle/graphpipe https://github.com/eliorc/denzel https://github.com/tensorflow/serving https://github.com/ucbrise/clipper https://github.com/DLHub-Argonne/dlhub_sdk…
  6. TensorFlow: https://www.tensorflow.org/ TensorFlow Serving: https://github.com/tensorflow/serving ReCeption (actually they call in Inception v3. Not sure where I got the ReCeption name - though I'm sure I read it somewhere?):…
  7. …so tidy and clean. It just feels like a work of craftmanship, if that actually exists in software: https://github.com/tensorflow/serving/tree/master/tensorflow... OTOH, I have a strong prejudice against Javascript on the backend... And its…