xx spectral_norm true batch_norm false nonlin lrelu inner_nonlin lrelu

  • Anonymous
  • Text only
  • 01 Feb 2019 
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xx:

  spectral_norm: true

  batch_norm: false

  nonlin: lrelu

  inner_nonlin: lrelu



  layers:

    mapping:

      - {type: conv, c: 64, k: 4, s: 2, p: 1, d: 1}

      - {type: conv, c: 128, k: 4, s: 2, p: 1, d: 1}

      - {type: conv, c: 256, k: 4, s: 2, p: 1, d: 1}

      - {type: conv, c: 512, k: 4, s: 2, p: 1, d: 1}

    inner:

      - {type: dense, c: 128}

      - {type: dense, c: 64}



x:

  spectral_norm: true

  batch_norm: false

  nonlin: lrelu



  layers:

    - {type: conv, c: 64, k: 4, s: 2, p: 1, d: 1}

    - {type: conv, c: 128, k: 4, s: 2, p: 1, d: 1}

    - {type: conv, c: 256, k: 4, s: 2, p: 1, d: 1}

    - {type: conv, c: 512, k: 4, s: 2, p: 1, d: 1}

    - {type: conv, c: 1, k: 4, s: 1, p: 0, d: 1}





z:

  spectral_norm: true

  batch_norm: false

  nonlin: lrelu



  layers:

    - {type: dense, c: 512}

    - {type: dense, c: 256}



enc:

  spectral_norm: false

  batch_norm: true

  nonlin: lrelu



  layers:

    - {type: conv, c: 64, k: 4, s: 2, p: 1, d: 1}

    - {type: conv, c: 128, k: 4, s: 2, p: 1, d: 1}

    - {type: conv, c: 256, k: 4, s: 2, p: 1, d: 1}

    - {type: conv, c: 512, k: 4, s: 2, p: 1, d: 1}

    - {type: conv, c: 50, k: 4, s: 2, p: 0, d: 1}



gen:

  spectral_norm: false

  batch_norm: true

  nonlin: relu



  layers:

    - {type: tconv, c: 512, k: 4, s: 1, p: 0, d: 1, op: 0}

    - {type: tconv, c: 256, k: 4, s: 2, p: 1, d: 1, op: 0}

    - {type: tconv, c: 128, k: 4, s: 2, p: 1, d: 1, op: 0}

    - {type: tconv, c: 64, k: 4, s: 2, p: 1, d: 1, op: 0}

    - {type: tconv, c: 1, k: 4, s: 2, p: 1, d: 1, op: 0}
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