aboutsummaryrefslogtreecommitdiff
path: root/src/runtime/cpu/operators/CpuDepthwiseConvolution.h
diff options
context:
space:
mode:
authorManuel Bottini <manuel.bottini@arm.com>2021-05-24 16:01:32 +0100
committerGeorgios Pinitas <georgios.pinitas@arm.com>2021-06-01 12:52:48 +0000
commitb4bb6a03f717a320b935809fde795b3d6ec5a69f (patch)
tree9c7913282579995d91e79c1a3486605c28dfa595 /src/runtime/cpu/operators/CpuDepthwiseConvolution.h
parent433ea4981675b64c44c8f47f2f4aac6bfcbfc911 (diff)
downloadComputeLibrary-b4bb6a03f717a320b935809fde795b3d6ec5a69f.tar.gz
Rename ported functions
Rename CpuPooling to CpuPool2d Rename CpuPoolingKernel to CpuPool2dKernel Rename CpuPoolingAssemblyWrapperKernel to CpuPool2dAssemblyWrapperKernel Move CpuPool2dAssemblyWrapperKernel in internal subfolder Rename CpuDepthwiseConvolutionNativeKernel to CpuDepthwiseConv2dNativeKernel Rename CpuDepthwiseConvolutionAssemblyDispatch to CpuDepthwiseConv2dAssemblyDispatch Rename CpuDepthwiseConvolution to CpuDepthwiseConv2d Rename CpuDirectConvolutionKernel to CpuDirectConv2dKernel Rename CpuDirectConvolutionOutputStageKernel to CpuDirectConv2dOutputStageKernel Rename CpuDirectConvolution to CpuDirectConv2d Rename ClPoolingKernel to ClPool2dKernel Rename ClPooling to ClPool2d Rename ClDirectConvolutionKernel to ClDirectConv2dKernel Resolves: COMPMID-4405 Change-Id: I8e48f015e4e492a76a7512f5679cb3eb0cd028f6 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5708 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime/cpu/operators/CpuDepthwiseConvolution.h')
-rw-r--r--src/runtime/cpu/operators/CpuDepthwiseConvolution.h230
1 files changed, 0 insertions, 230 deletions
diff --git a/src/runtime/cpu/operators/CpuDepthwiseConvolution.h b/src/runtime/cpu/operators/CpuDepthwiseConvolution.h
deleted file mode 100644
index e39cb7db4d..0000000000
--- a/src/runtime/cpu/operators/CpuDepthwiseConvolution.h
+++ /dev/null
@@ -1,230 +0,0 @@
-/*
- * 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_CPU_DEQUANTIZATION_H
-#define ARM_COMPUTE_CPU_DEQUANTIZATION_H
-
-#include "arm_compute/core/ITensorInfo.h"
-#include "arm_compute/core/experimental/Types.h"
-#include "src/core/cpu/ICpuKernel.h"
-#include "src/core/cpu/kernels/CpuDepthwiseConvolutionNativeKernel.h"
-#include "src/runtime/cpu/ICpuOperator.h"
-#include "src/runtime/cpu/operators/CpuActivation.h"
-#include "src/runtime/cpu/operators/CpuDepthwiseConvolutionAssemblyDispatch.h"
-#include "src/runtime/cpu/operators/CpuPermute.h"
-
-#include <memory>
-
-namespace arm_compute
-{
-namespace cpu
-{
-/** Function to execute a depthwise convolution.
- */
-class CpuDepthwiseConvolution : public ICpuOperator
-{
-public:
- /** Default constructor */
- CpuDepthwiseConvolution();
- /** Initialize the function's source, destination, weights and convolution information.
- *
- * @param[in, out] input Source tensor info. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32
- * @param[out] output Destination tensor info. Data type supported: same as @p input.
- * @param[in] weights Weights tensor info. These are 3D tensor infos with shape [kernel_x, kernel_y, IFM].
- * Data type supported: Same as @p input or QASYMM8/QASYMM8_SIGNED/QSYMM8_PER_CHANNEL when @p input is QASYMM8/QASYMM8_SIGNED.
- * @param[in] biases Biases tensor info. A 1D tensor with shape [IFM]. Must be nullptr if not needed.
- * Data type supported: Same as @p input, S32 when input is QASYMM8/QASYMM8_SIGNED.
- * @param[in] info Depthwise convolution meta-data.
- */
- void configure(ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, ITensorInfo *output, const ConvolutionInfo &info);
-
- /** Static function to check if given info will lead to a valid configuration of @ref CpuDepthwiseConvolution
- *
- * @param[in] input Source tensor info. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32
- * @param[in] output Destination tensor info. Data type supported: same as @p input.
- * @param[in] weights Weights tensor info. These are 3D tensors info with shape [kernel_x, kernel_y, IFM].
- * Data type supported: Same as @p input or QASYMM8/QASYMM8_SIGNED/QSYMM8_PER_CHANNEL when @p input is QASYMM8/QASYMM8_SIGNED.
- * @param[in] biases Biases tensor info. A 1D tensor with shape [IFM]. Must be nullptr if not needed.
- * Data type supported: Same as @p input, S32 when input is QASYMM8/QASYMM8_SIGNED.
- * @param[in] info Depthwise convolution meta-data.
- *
- * @return a status
- */
- static Status validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output, const ConvolutionInfo &info);
-
- /** Static function to choose the best depthwise convolution function for @ref CpuDepthwiseConvolution
- *
- * @param[in] input Source tensor info. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32
- * @param[in] weights Weights tensor info. These are 3D tensors with shape [kernel_x, kernel_y, IFM].
- * Data type supported: Same as @p input or QASYMM8/QASYMM8_SIGNED/QSYMM8_PER_CHANNEL when @p input is QASYMM8/QASYMM8_SIGNED.
- * @param[in] biases Biases tensor info. A 1D tensor with shape [IFM]. Must be nullptr if not needed.
- * Data type supported: Same as @p input, S32 when input is QASYMM8/QASYMM8_SIGNED.
- * @param[in] output Destination tensor. Data type supported: same as @p input.
- * @param[in] info Depthwise convolution meta-data.
- *
- * @return a Depthwise Convolution Function
- */
- static DepthwiseConvolutionFunction get_depthwiseconvolution_function(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output,
- const ConvolutionInfo &info);
-
- // Inherited methods overriden:
- void run(ITensorPack &tensors) override;
- void prepare(ITensorPack &tensors) override;
-
-private:
- /** Basic function to execute optimized depthwise convolution routines. This function calls the following kernels:
- *
- * @note At the moment 3x3 and 5x5 convolution of stride 1, 2 are supported
- *
- * -# @ref NEFillBorderKernel (if pad_x or pad_y > 0) and no assembly kernel implementation is present
- * -# @ref CpuDepthwiseConvolution3x3Kernel if 3x3 and no assembly kernel implementation is present
- * -# @ref NEDepthwiseConvolutionAssemblyDispatch if assembly kernel implementation is present
- * -# @ref NEDirectConvolutionLayerOutputStageKernel if re-quantization of output is required
- * -# @ref NEActivationLayer if fused activation is required
- *
- */
- class CpuDepthwiseConvolutionOptimizedInternal : public ICpuOperator
- {
- public:
- /** Default constructor */
- CpuDepthwiseConvolutionOptimizedInternal();
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CpuDepthwiseConvolutionOptimizedInternal(const CpuDepthwiseConvolutionOptimizedInternal &) = delete;
- /** Default move constructor */
- CpuDepthwiseConvolutionOptimizedInternal(CpuDepthwiseConvolutionOptimizedInternal &&) = default;
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CpuDepthwiseConvolutionOptimizedInternal &operator=(const CpuDepthwiseConvolutionOptimizedInternal &) = delete;
- /** Default move assignment operator */
- CpuDepthwiseConvolutionOptimizedInternal &operator=(CpuDepthwiseConvolutionOptimizedInternal &&) = default;
- /** Default destructor */
- ~CpuDepthwiseConvolutionOptimizedInternal() = default;
- /** Initialize the function's source, destination, kernels and border_size.
- *
- * @param[in, out] input Source tensor info. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32. (Written to only for border filling).
- * @param[in] weights Weights tensor info. These are 3D tensors with shape [kernel_x, kernel_y, IFM]. Data type supported: Same as @p input.
- * @param[in] biases Biases tensor info. A 1D tensor with shape [IFM]. Must be nullptr if not needed.
- * Data type supported: Same as @p input, S32 when input is QASYMM8/QASYMM8_SIGNED.
- * @param[out] output Destination tensor info. Data type supported: same as @p input.
- * @param[in] info Depthwise convolution meta-data.
- */
- void configure(ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, ITensorInfo *output, const ConvolutionInfo &info);
-
- /** Static function to check if given info will lead to a valid configuration of @ref CpuDepthwiseConvolution3x3
- *
- * @param[in] input Source tensor info. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32. (Written to only for border filling).
- * @param[in] weights Weights tensor info. These are 3D tensors with shape [kernel_x, kernel_y, IFM]. Data type supported: Same as @p input.
- * @param[in] biases Biases tensor info. A 1D tensor with shape [IFM]. Must be nullptr if not needed.
- * Data type supported: Same as @p input, S32 when input is QASYMM8/QASYMM8_SIGNED.
- * @param[in] output Destination tensor info. Data type supported: same as @p input.
- * @param[in] info Depthwise convolution meta-data.
- *
- * @return a status
- */
- static Status validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output, const ConvolutionInfo &info);
-
- // Inherited methods overriden:
- void run(ITensorPack &tensors) override;
- void prepare(ITensorPack &tensors) override;
-
- private:
- std::unique_ptr<CpuDepthwiseConvolutionAssemblyDispatch> _dwc_optimized_func{ nullptr };
- std::unique_ptr<CpuPermute> _permute_input{ nullptr };
- std::unique_ptr<CpuPermute> _permute_weights{ nullptr };
- std::unique_ptr<CpuPermute> _permute_output{ nullptr };
- std::unique_ptr<CpuActivation> _activationlayer_function{ nullptr };
- bool _has_bias{ false };
- bool _is_quantized{ false };
- bool _is_nchw{ true };
- bool _permute{ false };
- bool _is_activationlayer_enabled{ false };
- bool _is_prepared{ false };
- };
-
- /** Basic function to execute a generic depthwise convolution. This function calls the following kernel:
- *
- * -# @ref CpuDepthwiseConvolutionNativeKernel
- *
- */
- class CpuDepthwiseConvolutionGeneric : public ICpuOperator
- {
- public:
- /** Default constructor */
- CpuDepthwiseConvolutionGeneric();
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CpuDepthwiseConvolutionGeneric(const CpuDepthwiseConvolutionGeneric &) = delete;
- /** Default move constructor */
- CpuDepthwiseConvolutionGeneric(CpuDepthwiseConvolutionGeneric &&) = default;
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- CpuDepthwiseConvolutionGeneric &operator=(const CpuDepthwiseConvolutionGeneric &) = delete;
- /** Default move assignment operator */
- CpuDepthwiseConvolutionGeneric &operator=(CpuDepthwiseConvolutionGeneric &&) = default;
- /** Default destructor */
- ~CpuDepthwiseConvolutionGeneric() = default;
- /** Initialize the function's source, destination, weights and convolution information.
- *
- * @param[in, out] input Source tensor info. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32. (Written to only for border filling).
- * @param[out] output Destination tensor info. Data type supported: same as @p input.
- * @param[in] weights Weights tensor info. These are 3D tensors with shape [kernel_x, kernel_y, IFM].
- * Data type supported: Same as @p input or QASYMM8/QASYMM8_SIGNED/QSYMM8_PER_CHANNEL when @p input is QASYMM8/QASYMM8_SIGNED.
- * @param[in] biases Biases tensor info. A 1D tensor with shape [IFM]. Must be nullptr if not needed.
- * Data type supported: Same as @p input, S32 when input is QASYMM8/QASYMM8_SIGNED.
- * @param[in] info Depthwise convolution meta-data.
- */
- void configure(ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, ITensorInfo *output, const ConvolutionInfo &info);
-
- /** Static function to check if given info will lead to a valid configuration of @ref CpuDepthwiseConvolutionGeneric
- *
- * @param[in] input Source tensor info. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32. (Written to only for border filling).
- * @param[in] output Destination tensor info. Data type supported: same as @p input.
- * @param[in] weights Weights tensor info. These are 3D tensors with shape [kernel_x, kernel_y, IFM].
- * Data type supported: Same as @p input or QASYMM8/QASYMM8_SIGNED/QSYMM8_PER_CHANNEL when @p input is QASYMM8/QASYMM8_SIGNED.
- * @param[in] biases Biases tensor info. A 1D tensor with shape [IFM]. Must be nullptr if not needed.
- * Data type supported: Same as @p input, S32 when input is QASYMM8/QASYMM8_SIGNED.
- * @param[in] info Depthwise convolution meta-data.
- *
- * @return a status
- */
- static Status validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output, const ConvolutionInfo &info);
-
- // Inherited methods overridden:
- void run(ITensorPack &tensors) override;
- void prepare(ITensorPack &tensors) override;
-
- private:
- std::unique_ptr<kernels::CpuDepthwiseConvolutionNativeKernel> _depthwise_conv_kernel{ nullptr };
- std::unique_ptr<CpuPermute> _permute_input{ nullptr };
- std::unique_ptr<CpuPermute> _permute_weights{ nullptr };
- std::unique_ptr<CpuPermute> _permute_output{ nullptr };
- std::unique_ptr<CpuActivation> _activationlayer_function{ nullptr };
- bool _is_nchw{ true };
- bool _is_prepared{ false };
- bool _is_activationlayer_enabled{ false };
- };
-
- DepthwiseConvolutionFunction _depth_conv_func;
- CpuDepthwiseConvolutionOptimizedInternal _func_optimized;
- CpuDepthwiseConvolutionGeneric _func_generic;
-};
-} // namespace cpu
-} // namespace arm_compute
-#endif /* ARM_COMPUTE_CPU_DEQUANTIZATION_H */