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diff --git a/src/cpu/operators/CpuDirectConv3d.cpp b/src/cpu/operators/CpuDirectConv3d.cpp
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+/*
+ * Copyright (c) 2021 Arm Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * 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 to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell 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.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#include "src/cpu/operators/CpuDirectConv3d.h"
+
+#include "arm_compute/core/PixelValue.h"
+#include "arm_compute/core/Utils.h"
+#include "arm_compute/core/Validate.h"
+#include "arm_compute/runtime/NEON/NEScheduler.h"
+
+#include "src/common/utils/Log.h"
+
+namespace arm_compute
+{
+namespace cpu
+{
+CpuDirectConv3d::~CpuDirectConv3d() = default;
+
+CpuDirectConv3d::CpuDirectConv3d(std::shared_ptr<IMemoryManager> memory_manager)
+ : _memory_group(std::move(memory_manager)),
+ _conv_kernel(),
+ _activationlayer_function(),
+ _accumulator(),
+ _is_activationlayer_enabled(false),
+ _dim_split(Window::DimZ)
+{
+}
+
+void CpuDirectConv3d::configure(
+ ITensorInfo *src0, ITensorInfo *src1, const ITensorInfo *src2, ITensorInfo *dst, const Conv3dInfo conv_info)
+{
+ ARM_COMPUTE_LOG_PARAMS(src0, src1, src2, dst, conv_info);
+ ARM_COMPUTE_ERROR_ON(src0->data_layout() != DataLayout::NDHWC);
+
+ _conv_kernel = std::make_unique<kernels::CpuDirectConv3dKernel>();
+
+ // Free accumulator
+ if (_accumulator.buffer() != nullptr)
+ {
+ _accumulator.allocator()->free();
+ }
+
+ _dim_split = Window::DimY;
+
+ _conv_kernel->configure(src0, src1, src2, dst, conv_info);
+
+ //Configure Activation Layer
+ _is_activationlayer_enabled = conv_info.act_info.enabled();
+ if (_is_activationlayer_enabled)
+ {
+ _activationlayer_function = std::make_unique<CpuActivation>();
+ _activationlayer_function->configure(dst, dst, conv_info.act_info);
+ }
+}
+
+Status CpuDirectConv3d::validate(const ITensorInfo *src0,
+ const ITensorInfo *src1,
+ const ITensorInfo *src2,
+ const ITensorInfo *dst,
+ const Conv3dInfo conv_info)
+{
+ ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src0, src1, dst);
+
+ // Validate Convolution kernel
+ ARM_COMPUTE_RETURN_ON_ERROR(kernels::CpuDirectConv3dKernel::validate(src0, src1, src2, dst, conv_info));
+
+ if (conv_info.act_info.enabled())
+ {
+ ARM_COMPUTE_RETURN_ON_ERROR(CpuActivation::validate(dst, nullptr, conv_info.act_info));
+ }
+
+ return Status{};
+}
+
+void CpuDirectConv3d::run(ITensorPack &tensors)
+{
+ MemoryGroupResourceScope scope_mg(_memory_group);
+
+ auto dst = tensors.get_tensor(TensorType::ACL_DST);
+
+ NEScheduler::get().schedule_op(_conv_kernel.get(), _dim_split, _conv_kernel->window(), tensors);
+
+ if (_is_activationlayer_enabled)
+ {
+ ITensorPack pack;
+ pack.add_tensor(TensorType::ACL_SRC, dst);
+ pack.add_tensor(TensorType::ACL_DST, dst);
+ _activationlayer_function->run(pack);
+ }
+}
+} // namespace cpu
+} // namespace arm_compute