using System;
using System.Collections.Generic;
using System.Text;
using Tensorflow.Keras.ArgsDefinition;
using Tensorflow.Common.Types;

namespace Tensorflow.Keras.Layers
{
    public class GlobalMaxPooling2D : GlobalPooling2D
    {
        public GlobalMaxPooling2D(Pooling2DArgs args)
            : base(args)
        {
        }

<<<<<<< HEAD
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        protected override Tensors Call(Tensors inputs, Tensors state = null, bool? training = null, IOptionalArgs? optional_args = null)
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        protected override Tensors Call(Tensors inputs, Tensor mask = null, bool? training = null, Tensors initial_state = null, Tensors constants = null)
>>>>>>> master
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        protected override Tensors Call(Tensors inputs, Tensors state = null, bool? training = null, IOptionalArgs? optional_args = null)
>>>>>>> 90a65d7d98b92f26574ac32392ed802a57d4d2c8
        {
            if (data_format == "channels_last")
                return math_ops.reduce_max(inputs, (1, 2), false);
            else
                return math_ops.reduce_max(inputs, (2, 3), false);
        }
    }
}