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authorGiorgio Arena <giorgio.arena@arm.com>2021-10-13 11:13:04 +0100
committerGiorgio Arena <giorgio.arena@arm.com>2021-10-14 14:54:48 +0000
commit945ae9e4027655267170ecc56563c362d8110d1e (patch)
treed5c695462c57ca88bc628901e4b26b739d440651 /src/runtime/CL/functions
parentde23fc381aca403c94870d7f8bc78716eb350d53 (diff)
downloadComputeLibrary-945ae9e4027655267170ecc56563c362d8110d1e.tar.gz
Implement CLDirectConv3D f32/f16
Resolve COMPMID-4660 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Ibd66ec1eb6faa60086981b1e3a9c12561df3445f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6420 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Diffstat (limited to 'src/runtime/CL/functions')
-rw-r--r--src/runtime/CL/functions/CLConv3D.cpp82
1 files changed, 82 insertions, 0 deletions
diff --git a/src/runtime/CL/functions/CLConv3D.cpp b/src/runtime/CL/functions/CLConv3D.cpp
new file mode 100644
index 0000000000..729b973b6a
--- /dev/null
+++ b/src/runtime/CL/functions/CLConv3D.cpp
@@ -0,0 +1,82 @@
+/*
+ * 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 "arm_compute/runtime/CL/functions/CLConv3D.h"
+
+#include "arm_compute/core/CL/ICLTensor.h"
+#include "src/gpu/cl/operators/ClDirectConv3d.h"
+
+namespace arm_compute
+{
+using namespace arm_compute::experimental;
+
+struct CLConv3D::Impl
+{
+ const ICLTensor *src{ nullptr };
+ const ICLTensor *weights{ nullptr };
+ const ICLTensor *biases{ nullptr };
+ ICLTensor *dst{ nullptr };
+ std::unique_ptr<opencl::ClDirectConv3d> op{ nullptr };
+};
+
+CLConv3D::CLConv3D()
+ : _impl(std::make_unique<Impl>())
+{
+}
+
+CLConv3D::~CLConv3D() = default;
+
+void CLConv3D::configure(const ICLTensor *src, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *dst, const Conv3dInfo &conv3d_info)
+{
+ configure(CLKernelLibrary::get().get_compile_context(), src, weights, biases, dst, conv3d_info);
+}
+
+void CLConv3D::configure(const CLCompileContext &compile_context, const ICLTensor *src, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *dst, const Conv3dInfo &conv3d_info)
+{
+ ARM_COMPUTE_ERROR_ON_NULLPTR(src, weights, dst);
+ ARM_COMPUTE_ERROR_THROW_ON(CLConv3D::validate(src->info(), weights->info(), ((biases != nullptr) ? biases->info() : nullptr), dst->info(), conv3d_info));
+
+ _impl->src = src;
+ _impl->weights = weights;
+ _impl->biases = biases;
+ _impl->dst = dst;
+
+ _impl->op = std::make_unique<opencl::ClDirectConv3d>();
+ _impl->op->configure(compile_context, _impl->src->info(), _impl->weights->info(), _impl->biases ? _impl->biases->info() : nullptr, _impl->dst->info(), conv3d_info);
+}
+
+Status CLConv3D::validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *dst, const Conv3dInfo &conv3d_info)
+{
+ return opencl::ClDirectConv3d::validate(src, weights, biases, dst, conv3d_info);
+}
+
+void CLConv3D::run()
+{
+ ITensorPack pack;
+ pack.add_tensor(TensorType::ACL_SRC_0, _impl->src);
+ pack.add_tensor(TensorType::ACL_SRC_1, _impl->weights);
+ pack.add_tensor(TensorType::ACL_SRC_2, _impl->biases);
+ pack.add_tensor(TensorType::ACL_DST, _impl->dst);
+ _impl->op->run(pack);
+}
+} // namespace arm_compute