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authorTeresa Charlin <teresa.charlinreyes@arm.com>2021-02-25 20:15:01 +0000
committerGeorgios Pinitas <georgios.pinitas@arm.com>2021-03-29 20:23:11 +0000
commit2788609b8a10306e9eae47543b39812a7b075aaa (patch)
tree81515046e0c06d6a21ecdcebfe083ea5922fea0c /src/runtime
parentf9a611a1fd309bb9a906c99eede5e6b7bceba26b (diff)
downloadComputeLibrary-2788609b8a10306e9eae47543b39812a7b075aaa.tar.gz
Port ClTranspose to new API
Partially Resolves: COMPMID-4277 (1/2) Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I704c2303135cbe1ba46d2fd5642c84c562204bc7 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5194 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime')
-rw-r--r--src/runtime/CL/functions/CLFullyConnectedLayer.cpp36
-rw-r--r--src/runtime/CL/functions/CLLSTMLayer.cpp14
-rw-r--r--src/runtime/CL/functions/CLPermute.cpp5
-rw-r--r--src/runtime/CL/functions/CLTranspose.cpp39
-rw-r--r--src/runtime/gpu/cl/operators/ClPermute.h6
-rw-r--r--src/runtime/gpu/cl/operators/ClTranspose.cpp45
-rw-r--r--src/runtime/gpu/cl/operators/ClTranspose.h58
7 files changed, 180 insertions, 23 deletions
diff --git a/src/runtime/CL/functions/CLFullyConnectedLayer.cpp b/src/runtime/CL/functions/CLFullyConnectedLayer.cpp
index 46a90a54b7..176c5bebd5 100644
--- a/src/runtime/CL/functions/CLFullyConnectedLayer.cpp
+++ b/src/runtime/CL/functions/CLFullyConnectedLayer.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2017-2020 Arm Limited.
+ * Copyright (c) 2017-2021 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -40,7 +40,7 @@
#include "src/core/CL/kernels/CLGEMMMatrixMultiplyReshapedOnlyRHSKernel.h"
#include "src/core/CL/kernels/CLGEMMReshapeLHSMatrixKernel.h"
#include "src/core/CL/kernels/CLGEMMReshapeRHSMatrixKernel.h"
-#include "src/core/CL/kernels/CLTransposeKernel.h"
+#include "src/core/gpu/cl/kernels/ClTransposeKernel.h"
#include "support/Cast.h"
#include <algorithm>
@@ -141,6 +141,20 @@ Status validate_mm(const ITensorInfo &input, const ITensorInfo &weights, const I
}
} // namespace
+struct CLFullyConnectedLayerReshapeWeights::Impl
+{
+ const ITensor *src{ nullptr };
+ ITensor *dst{ nullptr };
+ std::unique_ptr<opencl::kernels::ClTransposeKernel> op{ nullptr };
+};
+
+CLFullyConnectedLayerReshapeWeights::CLFullyConnectedLayerReshapeWeights()
+ : _impl(std::make_unique<Impl>())
+{
+}
+
+CLFullyConnectedLayerReshapeWeights::~CLFullyConnectedLayerReshapeWeights() = default;
+
void CLFullyConnectedLayerReshapeWeights::configure(const ICLTensor *input, ICLTensor *output)
{
configure(CLKernelLibrary::get().get_compile_context(), input, output);
@@ -148,14 +162,23 @@ void CLFullyConnectedLayerReshapeWeights::configure(const ICLTensor *input, ICLT
void CLFullyConnectedLayerReshapeWeights::configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output)
{
- auto k = std::make_unique<CLTransposeKernel>();
- k->configure(compile_context, input, output);
- _kernel = std::move(k);
+ _impl->src = input;
+ _impl->dst = output;
+ _impl->op = std::make_unique<opencl::kernels::ClTransposeKernel>();
+ _impl->op->configure(compile_context, _impl->src->info(), _impl->dst->info());
}
Status CLFullyConnectedLayerReshapeWeights::validate(const ITensorInfo *input, const ITensorInfo *output)
{
- return CLTransposeKernel::validate(input, output);
+ return opencl::kernels::ClTransposeKernel::validate(input, output);
+}
+
+void CLFullyConnectedLayerReshapeWeights::run()
+{
+ ITensorPack pack{};
+ pack.add_tensor(TensorType::ACL_SRC, _impl->src);
+ pack.add_tensor(TensorType::ACL_DST, _impl->dst);
+ CLScheduler::get().enqueue_op(*_impl->op.get(), pack, false);
}
CLFullyConnectedLayer::CLFullyConnectedLayer(std::shared_ptr<IMemoryManager> memory_manager, IWeightsManager *weights_manager)
@@ -164,6 +187,7 @@ CLFullyConnectedLayer::CLFullyConnectedLayer(std::shared_ptr<IMemoryManager> mem
_are_weights_reshaped(true), _is_fc_after_conv(true), _is_quantized(false), _is_prepared(false), _original_weights(nullptr)
{
}
+
void CLFullyConnectedLayer::configure_mm(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *weights, const ICLTensor *bias, ICLTensor *output,
const FullyConnectedLayerInfo &fc_info)
{
diff --git a/src/runtime/CL/functions/CLLSTMLayer.cpp b/src/runtime/CL/functions/CLLSTMLayer.cpp
index 5036126aea..05d459c899 100644
--- a/src/runtime/CL/functions/CLLSTMLayer.cpp
+++ b/src/runtime/CL/functions/CLLSTMLayer.cpp
@@ -41,7 +41,7 @@
#include "src/core/CL/kernels/CLGEMMMatrixMultiplyReshapedOnlyRHSKernel.h"
#include "src/core/CL/kernels/CLGEMMReshapeLHSMatrixKernel.h"
#include "src/core/CL/kernels/CLGEMMReshapeRHSMatrixKernel.h"
-#include "src/core/CL/kernels/CLTransposeKernel.h"
+#include "src/core/gpu/cl/kernels/ClTransposeKernel.h"
namespace arm_compute
{
@@ -51,7 +51,7 @@ using namespace arm_compute::utils::info_helpers;
CLLSTMLayer::CLLSTMLayer(std::shared_ptr<IMemoryManager> memory_manager)
: _memory_group(std::move(memory_manager)), _fully_connected_input_gate(), _accum_input_gate1(), _subtract_input_gate(), _pixelwise_mul_input_gate(), _activation_input_gate(),
_fully_connected_forget_gate(), _accum_forget_gate1(), _pixelwise_mul_forget_gate(), _activation_forget_gate(), _fully_connected_cell_state(), _gemm_cell_state1(),
- _transpose_cell_state(std::make_unique<CLTransposeKernel>()), _accum_cell_state1(), _accum_cell_state2(), _pixelwise_mul_cell_state1(), _activation_cell_state(), _cell_clip(),
+ _transpose_cell_state(std::make_unique<opencl::kernels::ClTransposeKernel>()), _accum_cell_state1(), _accum_cell_state2(), _pixelwise_mul_cell_state1(), _activation_cell_state(), _cell_clip(),
_pixelwise_mul_cell_state2(), _fully_connected_output(), _pixelwise_mul_output_state1(), _accum_output1(), _activation_output(), _activation_output_state(), _pixelwise_mul_output_state2(),
_fully_connected_output_state(), _projection_clip(), _copy_cell_state(), _copy_output(), _concat_scratch_buffer(), _concat_inputs_forget_gate(), _concat_weights_forget_gate(),
_concat_weights_input_gate(), _concat_weights_output(), _ones_fill(), _mean_std_norm_input_gate(), _pixelwise_mul_input_gate_coeff(), _accum_input_gate_bias(), _mean_std_norm_forget_gate(),
@@ -256,7 +256,8 @@ void CLLSTMLayer::configure(const CLCompileContext &compile_context, const ICLTe
_memory_group.manage(&_cell_state_out1);
_fully_connected_cell_state.configure(compile_context, input, input_to_cell_weights, (_is_layer_norm_lstm) ? nullptr : cell_bias, &_cell_state_out1);
_memory_group.manage(&_cell_state_out2);
- _transpose_cell_state->configure(compile_context, recurrent_to_cell_weights, &_cell_state_out2);
+ _transpose_cell_state->configure(compile_context, recurrent_to_cell_weights->info(), _cell_state_out2.info());
+ _recurrent_to_cell_weights = recurrent_to_cell_weights;
_memory_group.manage(&_cell_state_out3);
_gemm_cell_state1.configure(compile_context, output_state_in, &_cell_state_out2, nullptr, &_cell_state_out3, 1.f, 0.f);
_cell_state_out2.allocator()->allocate();
@@ -680,7 +681,12 @@ void CLLSTMLayer::run()
}
_fully_connected_cell_state.run();
- CLScheduler::get().enqueue(*_transpose_cell_state);
+ ITensorPack pack;
+ pack.add_tensor(TensorType::ACL_SRC, _recurrent_to_cell_weights);
+ pack.add_tensor(TensorType::ACL_DST, &_cell_state_out2);
+ CLScheduler::get().enqueue_op(*_transpose_cell_state,
+ pack,
+ false);
_gemm_cell_state1.run();
_accum_cell_state1.run();
if(_is_layer_norm_lstm)
diff --git a/src/runtime/CL/functions/CLPermute.cpp b/src/runtime/CL/functions/CLPermute.cpp
index eeb0169241..c1da2a9eca 100644
--- a/src/runtime/CL/functions/CLPermute.cpp
+++ b/src/runtime/CL/functions/CLPermute.cpp
@@ -43,9 +43,8 @@ CLPermute::CLPermute()
: _impl(std::make_unique<Impl>())
{
}
-CLPermute::CLPermute(CLPermute &&) = default;
-CLPermute &CLPermute::operator=(CLPermute &&) = default;
-CLPermute::~CLPermute() = default;
+
+CLPermute::~CLPermute() = default;
void CLPermute::configure(const ICLTensor *input, ICLTensor *output, const PermutationVector &perm)
{
diff --git a/src/runtime/CL/functions/CLTranspose.cpp b/src/runtime/CL/functions/CLTranspose.cpp
index 67151be9a1..142cf73259 100644
--- a/src/runtime/CL/functions/CLTranspose.cpp
+++ b/src/runtime/CL/functions/CLTranspose.cpp
@@ -23,12 +23,27 @@
*/
#include "arm_compute/runtime/CL/functions/CLTranspose.h"
-#include "src/core/CL/kernels/CLTransposeKernel.h"
-
-#include <utility>
+#include "arm_compute/core/CL/CLKernelLibrary.h"
+#include "arm_compute/core/CL/ICLTensor.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/core/Validate.h"
+#include "src/core/CL/ICLKernel.h"
+#include "src/runtime/gpu/cl/operators/ClTranspose.h"
namespace arm_compute
{
+struct CLTranspose::Impl
+{
+ const ICLTensor *src{ nullptr };
+ ICLTensor *dst{ nullptr };
+ std::unique_ptr<opencl::ClTranspose> op{ nullptr };
+};
+CLTranspose::CLTranspose()
+ : _impl(std::make_unique<Impl>())
+{
+}
+CLTranspose::~CLTranspose() = default;
+
void CLTranspose::configure(const ICLTensor *input, ICLTensor *output)
{
configure(CLKernelLibrary::get().get_compile_context(), input, output);
@@ -36,13 +51,23 @@ void CLTranspose::configure(const ICLTensor *input, ICLTensor *output)
void CLTranspose::configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output)
{
- auto k = std::make_unique<CLTransposeKernel>();
- k->configure(compile_context, input, output);
- _kernel = std::move(k);
+ ARM_COMPUTE_ERROR_ON_NULLPTR(input, output);
+ _impl->src = input;
+ _impl->dst = output;
+ _impl->op = std::make_unique<opencl::ClTranspose>();
+ _impl->op->configure(compile_context, _impl->src->info(), _impl->dst->info());
}
Status CLTranspose::validate(const ITensorInfo *input, const ITensorInfo *output)
{
- return CLTransposeKernel::validate(input, output);
+ return opencl::ClTranspose::validate(input, output);
+}
+
+void CLTranspose::run()
+{
+ ITensorPack pack;
+ pack.add_tensor(TensorType::ACL_SRC, _impl->src);
+ pack.add_tensor(TensorType::ACL_DST, _impl->dst);
+ _impl->op->run(pack);
}
} // namespace arm_compute \ No newline at end of file
diff --git a/src/runtime/gpu/cl/operators/ClPermute.h b/src/runtime/gpu/cl/operators/ClPermute.h
index 65648c1434..20e7a32428 100644
--- a/src/runtime/gpu/cl/operators/ClPermute.h
+++ b/src/runtime/gpu/cl/operators/ClPermute.h
@@ -21,8 +21,8 @@
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
-#ifndef ARM_COMPUTE_CL_RESHAPE_H
-#define ARM_COMPUTE_CL_RESHAPE_H
+#ifndef ARM_COMPUTE_CL_PERMUTE_H
+#define ARM_COMPUTE_CL_PERMUTE_H
#include "src/core/gpu/cl/ClCompileContext.h"
#include "src/runtime/gpu/cl/IClOperator.h"
@@ -61,4 +61,4 @@ public:
};
} // namespace opencl
} // namespace arm_compute
-#endif /* ARM_COMPUTE_CL_RESHAPE_H */ \ No newline at end of file
+#endif /* ARM_COMPUTE_CL_PERMUTE_H */ \ No newline at end of file
diff --git a/src/runtime/gpu/cl/operators/ClTranspose.cpp b/src/runtime/gpu/cl/operators/ClTranspose.cpp
new file mode 100644
index 0000000000..48f44282e8
--- /dev/null
+++ b/src/runtime/gpu/cl/operators/ClTranspose.cpp
@@ -0,0 +1,45 @@
+/*
+ * 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/runtime/gpu/cl/operators/ClTranspose.h"
+
+#include "src/core/gpu/cl/ClCompileContext.h"
+#include "src/core/gpu/cl/kernels/ClTransposeKernel.h"
+
+namespace arm_compute
+{
+namespace opencl
+{
+void ClTranspose::configure(const ClCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst)
+{
+ auto k = std::make_unique<kernels::ClTransposeKernel>();
+ k->configure(compile_context, src, dst);
+ _kernel = std::move(k);
+}
+
+Status ClTranspose::validate(const ITensorInfo *src, const ITensorInfo *dst)
+{
+ return kernels::ClTransposeKernel::validate(src, dst);
+}
+} // namespace opencl
+} // namespace arm_compute \ No newline at end of file
diff --git a/src/runtime/gpu/cl/operators/ClTranspose.h b/src/runtime/gpu/cl/operators/ClTranspose.h
new file mode 100644
index 0000000000..d898f677ca
--- /dev/null
+++ b/src/runtime/gpu/cl/operators/ClTranspose.h
@@ -0,0 +1,58 @@
+/*
+ * 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.
+ */
+#ifndef ARM_COMPUTE_CL_TRANSPOSE_H
+#define ARM_COMPUTE_CL_TRANSPOSE_H
+
+#include "src/core/gpu/cl/ClCompileContext.h"
+#include "src/runtime/gpu/cl/IClOperator.h"
+
+namespace arm_compute
+{
+namespace opencl
+{
+/** Basic function to run @ref kernels::ClTransposeKernel */
+class ClTranspose : public IClOperator
+{
+public:
+ /** Constructor */
+ ClTranspose() = default;
+ /** Initialise the kernel's inputs and outputs
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] src The src tensor info. Data types supported: All.
+ * @param[in] dst The dst tensor info. Data types supported: Same as @p src
+ */
+ void configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst);
+ /** Static function to check if given info will lead to a valid configuration of @ref kernels::ClTransposeKernel.
+ *
+ * @param[in] src First tensor src info. Data types supported: All.
+ * @param[in] dst Output tensor info. Data types supported: same as @p src.
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *src, const ITensorInfo *dst);
+};
+} // namespace opencl
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_CL_TRANSPOSE_H */