INDArrayDumping.sc

README.ipynb

INDArrayDumping.sc

trait INDArrayDumping extends INDArrayWeights {

  val dumpingPathPrefix: String

  private var currentDumped: Int = 0

  override type INDArrayWeight <: INDArrayWeightApi with Weight

  trait INDArrayWeightApi extends super.INDArrayWeightApi {
    this: INDArrayWeight =>
    override protected def backward[SubtypeOfOptimizer](
                                                         originalDelta: INDArray)(
                                                         implicit implicitApplyRest: ImplicitApply.Aux[PartiallyAppliedOptimizer, SubtypeOfOptimizer],
                                                         asOptimizer: SubtypeOfOptimizer <:< OptimizerApi {type Delta <: INDArray}
                                                       ): Do[Unit] = {
      super.backward(originalDelta).map { _ =>
        val os = new ObjectOutputStream(new FileOutputStream(dumpingPathPrefix + "/" + currentDumped.toString))
        try {
          os.writeObject(data)
        } finally {
          os.close()
        }
        currentDumped += 1
      }
    }
  }

}

LICENSE

MIT License

Copyright (c) 2017 ThoughtWorks Inc.

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
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copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.