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EncodedGradientsAccumulator
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How to use
EncodedGradientsAccumulator
in
org.deeplearning4j.optimize.solvers.accumulation

Best Java code snippets using org.deeplearning4j.optimize.solvers.accumulation.EncodedGradientsAccumulator (Showing top 9 results out of 315)

origin: deeplearning4j/dl4j-examples

.gradientsAccumulator(new EncodedGradientsAccumulator(2, 1e-3))
origin: org.deeplearning4j/deeplearning4j-nn

protected void synchronize(int consumers) {
  synchronize(consumers, false);
}
origin: org.deeplearning4j/deeplearning4j-nn

public static int getOptimalBufferSize(Model model, int numWorkers, int queueSize) {
  return getOptimalBufferSize(model.params().length(), numWorkers, queueSize);
}
origin: org.deeplearning4j/deeplearning4j-nn

  public EncodedGradientsAccumulator build() {
    if (handler == null) {
      if (boundary == null)
        handler = new EncodingHandler(threshold);
      else
        handler = new EncodingHandler(threshold, boundary);
    }
    EncodedGradientsAccumulator accumulator =
            new EncodedGradientsAccumulator(parties, handler, initialMemory, queueSize, boundary);
    return accumulator;
  }
}
origin: org.deeplearning4j/deeplearning4j-nn

  synchronize(currentConsumers.get());
} catch (Exception e) {
  throwable.setIfFirst(e);
origin: org.deeplearning4j/deeplearning4j-parallel-wrapper

if (this.accumulator == null) {
  log.info("Creating new GradientsAccumulator instance");
  this.accumulator = new EncodedGradientsAccumulator(workers, 1e-3);
origin: org.deeplearning4j/deeplearning4j-nn

synchronize(currentConsumers.get(), true);
origin: org.deeplearning4j/deeplearning4j-parallel-wrapper_2.11

if (this.accumulator == null) {
  log.info("Creating new GradientsAccumulator instance");
  this.accumulator = new EncodedGradientsAccumulator(workers, 1e-3);
origin: org.deeplearning4j/deeplearning4j-nn

synchronize(currentConsumers.get(), true);
org.deeplearning4j.optimize.solvers.accumulationEncodedGradientsAccumulator

Javadoc

This GradientsAccumulator is suited for CUDA backend.

Most used methods

  • <init>
  • getOptimalBufferSize
  • synchronize

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