Efficient Distributed Deep Learning Using MXNet

Efficient Distributed Deep Learning Using MXNet

Simons Institute via YouTube Direct link

TENSOR CONTRACTION AS A LAYER

9 of 13

9 of 13

TENSOR CONTRACTION AS A LAYER

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Efficient Distributed Deep Learning Using MXNet

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  1. 1 Intro
  2. 2 PRACTICAL CONSIDERATIONS FOR MACHINE LEARNING
  3. 3 CHALLENGES IN DEPLOYING LARGE-SCALE LEARNING
  4. 4 DECLARATIVE PROGRAMMING
  5. 5 MXNET: MIXED PROGRAMMING PARADIGM
  6. 6 WRITING PARALLEL PROGRAMS IS HARD
  7. 7 HIERARCHICAL PARAMETER SERVER IN MXNET
  8. 8 TENSORS, DEEP LEARNING & MXNET
  9. 9 TENSOR CONTRACTION AS A LAYER
  10. 10 Introducing Amazon Al
  11. 11 Rekognition: Object & Scene Detection
  12. 12 Rekognition: Facial Analysis
  13. 13 Polly: A Focus On Voice Quality & Pronunciation

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