Add CPU Pool3d FP16/32 implementation
- Add implementation for the CPU pooling 3d layer.
- NDHWC data layout support
- Support FP32/FP16.
- Add Pool3d to the operator list.
- Fix CL Pool3d kernel comments to generate the operator list.
Resolves: COMPMID-4671
Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com>
Change-Id: I92478a154beb12541525b648ed3dd5a58c8f27fa
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7311
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
(cherry picked from commit 572659a0e5dd1086b1c7d16fe331ff73d2acd93a)
diff --git a/src/cpu/operators/CpuPool3d.cpp b/src/cpu/operators/CpuPool3d.cpp
new file mode 100644
index 0000000..14e4ac6
--- /dev/null
+++ b/src/cpu/operators/CpuPool3d.cpp
@@ -0,0 +1,73 @@
+/*
+ * Copyright (c) 2022 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/CpuPool3d.h"
+
+#include "arm_compute/core/ITensor.h"
+#include "arm_compute/core/TensorInfo.h"
+#include "arm_compute/runtime/Scheduler.h"
+#include "src/common/utils/Log.h"
+#include "src/cpu/kernels/CpuPool3dKernel.h"
+
+using namespace arm_compute::experimental;
+
+namespace arm_compute
+{
+namespace cpu
+{
+CpuPool3d::CpuPool3d()
+ : _aux_mem(1)
+{
+}
+
+CpuPool3d::~CpuPool3d() = default;
+
+void CpuPool3d::configure(const ITensorInfo *src, ITensorInfo *dst, const Pooling3dLayerInfo &pool_info)
+{
+ ARM_COMPUTE_LOG_PARAMS(src, dst, pool_info);
+
+ // Configure pooling kernel
+ auto k = std::make_unique<kernels::CpuPool3dKernel>();
+ k->configure(src, dst, pool_info);
+ _kernel = std::move(k);
+}
+
+Status CpuPool3d::validate(const ITensorInfo *src, const ITensorInfo *dst, const Pooling3dLayerInfo &pool_info)
+{
+ return kernels::CpuPool3dKernel::validate(src, dst, pool_info);
+}
+
+void CpuPool3d::run(ITensorPack &tensors)
+{
+ ARM_COMPUTE_ERROR_ON_MSG(tensors.empty(), "No tensors provided");
+
+ Scheduler::get().schedule_op(_kernel.get(), Window::DimY, _kernel->window(), tensors);
+}
+
+experimental::MemoryRequirements CpuPool3d::workspace() const
+{
+ return _aux_mem;
+}
+
+} // namespace cpu
+} // namespace arm_compute
\ No newline at end of file