NEFuseBatchNormalization.cpp

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/*
 * Copyright (c) 2018-2021 Arm Limited.
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 * SPDX-License-Identifier: MIT
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#include "arm_compute/runtime/NEON/functions/NEFuseBatchNormalization.h"

#include "arm_compute/core/Error.h"
#include "arm_compute/core/TensorInfo.h"
#include "arm_compute/core/Types.h"
#include "arm_compute/runtime/NEON/NEScheduler.h"
#include "src/common/utils/Log.h"
#include "src/core/NEON/kernels/NEFuseBatchNormalizationKernel.h"

namespace arm_compute
{
NEFuseBatchNormalization::~NEFuseBatchNormalization() = default;

NEFuseBatchNormalization::NEFuseBatchNormalization()
    : _fuse_bn_kernel()
{
}

void NEFuseBatchNormalization::configure(const ITensor *input_weights, const ITensor *bn_mean, const ITensor *bn_var,
                                         ITensor *fused_weights, ITensor *fused_bias,
                                         const ITensor *input_bias, const ITensor *bn_beta, const ITensor *bn_gamma,
                                         float epsilon, FuseBatchNormalizationType fbn_type)
{
    ARM_COMPUTE_LOG_PARAMS(input_weights, bn_mean, bn_var, fused_weights, fused_bias, input_bias,
                           bn_beta, bn_gamma, epsilon, fbn_type);

    _fuse_bn_kernel = std::make_unique<NEFuseBatchNormalizationKernel>();
    _fuse_bn_kernel->configure(input_weights, bn_mean, bn_var, fused_weights, fused_bias, input_bias, bn_beta, bn_gamma, epsilon, fbn_type);
}

Status NEFuseBatchNormalization::validate(const ITensorInfo *input_weights, const ITensorInfo *bn_mean, const ITensorInfo *bn_var,
                                          const ITensorInfo *fused_weights, const ITensorInfo *fused_bias,
                                          const ITensorInfo *input_bias, const ITensorInfo *bn_beta, const ITensorInfo *bn_gamma,
                                          float epsilon, FuseBatchNormalizationType fbn_type)
{
    return NEFuseBatchNormalizationKernel::validate(input_weights, bn_mean, bn_var, fused_weights, fused_bias, input_bias, bn_beta, bn_gamma, epsilon, fbn_type);
}

void NEFuseBatchNormalization::run()
{
    NEScheduler::get().schedule(_fuse_bn_kernel.get(), Window::DimY);
}
} // namespace arm_compute