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• QuantizedConv2DPerChannel.java

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org.bytedeco.tensorflow.QuantizedConv2DPerChannel Maven / Gradle / Ivy

// Targeted by JavaCPP version 1.5.8: DO NOT EDIT THIS FILE

package org.bytedeco.tensorflow;

import org.bytedeco.tensorflow.Allocator;
import java.nio.*;
import org.bytedeco.javacpp.*;
import org.bytedeco.javacpp.annotation.*;

import static org.bytedeco.javacpp.presets.javacpp.*;

import static org.bytedeco.tensorflow.global.tensorflow.*;


/** Computes QuantizedConv2D per channel.
 * 
 *  Arguments:
 *  * scope: A Scope object
 *  * input: The original input tensor.
 *  * filter: The original filter tensor.
 *  * min_input: The minimum value of the input tensor
 *  * max_input: The maximum value of the input tensor.
 *  * min_filter: The minimum value of the filter tensor.
 *  * max_filter: The maximum value of the filter tensor.
 *  * strides: list of stride values.
 * 
 *  Optional attributes (see {@code Attrs}):
 *  * out_type: The quantized type of output tensor that needs to be converted.
 *  * dilations: list of dilation values.
 * 
 *  Returns:
 *  * {@code Output} output: The output tensor.
 *  * {@code Output} min_output: The minimum value of the final output tensor.
 *  * {@code Output} max_output: The maximum value of the final output tensor. */
@Namespace("tensorflow::ops::internal") @NoOffset @Properties(inherit = org.bytedeco.tensorflow.presets.tensorflow.class)
public class QuantizedConv2DPerChannel extends Pointer {
    static { Loader.load(); }
    /** Pointer cast constructor. Invokes {@link Pointer#Pointer(Pointer)}. */
    public QuantizedConv2DPerChannel(Pointer p) { super(p); }

  /** Optional attribute setters for QuantizedConv2DPerChannel */
  public static class Attrs extends Pointer {
      static { Loader.load(); }
      /** Default native constructor. */
      public Attrs() { super((Pointer)null); allocate(); }
      /** Native array allocator. Access with {@link Pointer#position(long)}. */
      public Attrs(long size) { super((Pointer)null); allocateArray(size); }
      /** Pointer cast constructor. Invokes {@link Pointer#Pointer(Pointer)}. */
      public Attrs(Pointer p) { super(p); }
      private native void allocate();
      private native void allocateArray(long size);
      @Override public Attrs position(long position) {
          return (Attrs)super.position(position);
      }
      @Override public Attrs getPointer(long i) {
          return new Attrs((Pointer)this).offsetAddress(i);
      }
  
    /** The quantized type of output tensor that needs to be converted.
     * 
     *  Defaults to DT_QINT32 */
    
    ///
    public native @ByVal Attrs OutType(@Cast("tensorflow::DataType") int x);

    /** list of dilation values.
     * 
     *  Defaults to [1, 1, 1, 1] */
    public native @ByVal Attrs Dilations(@ArraySlice IntPointer x);
    public native @ByVal Attrs Dilations(@ArraySlice IntBuffer x);
    public native @ByVal Attrs Dilations(@ArraySlice int... x);

    public native @Cast("tensorflow::DataType") int out_type_(); public native Attrs out_type_(int setter);
    public native @ArraySlice IntPointer dilations_(); public native Attrs dilations_(IntPointer setter);
  }
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntPointer strides, @StringPiece BytePointer padding) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntPointer strides, @StringPiece BytePointer padding);
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntBuffer strides, @StringPiece String padding) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntBuffer strides, @StringPiece String padding);
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice int[] strides, @StringPiece BytePointer padding) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice int[] strides, @StringPiece BytePointer padding);
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntPointer strides, @StringPiece String padding) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntPointer strides, @StringPiece String padding);
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntBuffer strides, @StringPiece BytePointer padding) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntBuffer strides, @StringPiece BytePointer padding);
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice int[] strides, @StringPiece String padding) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice int[] strides, @StringPiece String padding);
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntPointer strides, @StringPiece BytePointer padding,
                            @Const @ByRef Attrs attrs) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding, attrs); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntPointer strides, @StringPiece BytePointer padding,
                            @Const @ByRef Attrs attrs);
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntBuffer strides, @StringPiece String padding,
                            @Const @ByRef Attrs attrs) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding, attrs); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntBuffer strides, @StringPiece String padding,
                            @Const @ByRef Attrs attrs);
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice int[] strides, @StringPiece BytePointer padding,
                            @Const @ByRef Attrs attrs) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding, attrs); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice int[] strides, @StringPiece BytePointer padding,
                            @Const @ByRef Attrs attrs);
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntPointer strides, @StringPiece String padding,
                            @Const @ByRef Attrs attrs) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding, attrs); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntPointer strides, @StringPiece String padding,
                            @Const @ByRef Attrs attrs);
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntBuffer strides, @StringPiece BytePointer padding,
                            @Const @ByRef Attrs attrs) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding, attrs); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice IntBuffer strides, @StringPiece BytePointer padding,
                            @Const @ByRef Attrs attrs);
  public QuantizedConv2DPerChannel(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice int[] strides, @StringPiece String padding,
                            @Const @ByRef Attrs attrs) { super((Pointer)null); allocate(scope, input, filter, min_input, max_input, min_filter, max_filter, strides, padding, attrs); }
  private native void allocate(@Const @ByRef Scope scope, @ByVal Input input, @ByVal Input filter,
                            @ByVal Input min_input, @ByVal Input max_input, @ByVal Input min_filter,
                            @ByVal Input max_filter, @ArraySlice int[] strides, @StringPiece String padding,
                            @Const @ByRef Attrs attrs);

  public static native @ByVal Attrs OutType(@Cast("tensorflow::DataType") int x);
  public static native @ByVal Attrs Dilations(@ArraySlice IntPointer x);
  public static native @ByVal Attrs Dilations(@ArraySlice IntBuffer x);
  public static native @ByVal Attrs Dilations(@ArraySlice int... x);

  public native @ByRef Operation operation(); public native QuantizedConv2DPerChannel operation(Operation setter);
  public native @ByRef Output output(); public native QuantizedConv2DPerChannel output(Output setter);
  public native @ByRef Output min_output(); public native QuantizedConv2DPerChannel min_output(Output setter);
  public native @ByRef Output max_output(); public native QuantizedConv2DPerChannel max_output(Output setter);
}