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-rw-r--r--src/core/cpu/kernels/CpuPoolingKernel.h151
1 files changed, 4 insertions, 147 deletions
diff --git a/src/core/cpu/kernels/CpuPoolingKernel.h b/src/core/cpu/kernels/CpuPoolingKernel.h
index 036e43650e..87d8f67119 100644
--- a/src/core/cpu/kernels/CpuPoolingKernel.h
+++ b/src/core/cpu/kernels/CpuPoolingKernel.h
@@ -38,10 +38,6 @@ namespace kernels
class CpuPoolingKernel : public ICpuKernel
{
public:
- const char *name() const override
- {
- return "CpuPoolingKernel";
- }
/** Default constructor */
CpuPoolingKernel() = default;
ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuPoolingKernel);
@@ -70,155 +66,16 @@ public:
// Inherited methods overridden:
void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override;
- BorderSize border_size() const override;
+ BorderSize border_size() const override;
+ const char *name() const override;
private:
- /** Function to perform 2x2 pooling.
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- void pooling2_f32_nchw(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Function to perform 2x2 pooling and compute the pooling indices. The indices can be used for max unpool.
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- */
- void pooling2_f32_nhwc_maxpool_indices(const Window &window_src, const Window &window);
- /** Function to perform MxN pooling for 32-bit floating point values.
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- void poolingMxN_f32_nchw(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Function to perform MxN pooling for 32-bit floating point values (NHWC).
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- void poolingMxN_f32_nhwc(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Function to perform 7x7 pooling.
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- void pooling7_f32_nchw(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Function to perform 3x3 pooling.
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- void pooling3_f32_nchw(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Function to perform 2x2 pooling for float16_t.
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- void pooling2_f16_nchw(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Function to perform 2x2 pooling and compute the pooling indices for FP32/FP16. The indices can be used for max unpool.
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- */
- template <typename T>
- void pooling2_nchw_maxpool_indices(const Window &window_src, const Window &window);
- /** Function to perform 2x2 pooling and compute the pooling indices. The indices can be used for max unpool.
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- */
- void pooling2_f16_nhwc_maxpool_indices(const Window &window_src, const Window &window);
- /** Function to perform 3x3 pooling.
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- void pooling3_f16_nchw(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Function to perform MxN pooling for 16-bit floating point values.
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- void poolingMxN_f16_nchw(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Function to perform MxN pooling for 16-bit floating point values. (NHWC)
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- void poolingMxN_f16_nhwc(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Template function to perform 2x2 pooling for 8bit quantized fixed point. (NCHW)
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- template <typename T>
- void pooling2_q8_nchw(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Template function to perform 3x3 pooling for 8bit quantized fixed point. (NCHW)
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- template <typename T>
- void pooling3_q8_nchw(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Template function to perform MxN pooling for 8-bit quantized. (NCHW)
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- template <typename T>
- void poolingMxN_q8_nchw(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Template function to perform MxN pooling for 8-bit quantized. (NHWC)
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- template <typename T>
- void poolingMxN_q8_nhwc(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding = false);
- /** Common signature for all the specialised Pooling functions
- *
- * @param[in] window_src src region on which to execute the kernel.
- * @param[in] window dst region on which to execute the kernel.
- * @param[in] pooling_type Pooling operation to be computed.
- * @param[in] exclude_padding Flag to specify exclusion of padding from the operation.
- */
- using PoolingFunction = void (CpuPoolingKernel::*)(const Window &window_src, const Window &window, PoolingType pooling_type, bool exclude_padding);
-
-private:
- PoolingFunction _func{ nullptr };
- const ITensor *_src{ nullptr };
- ITensor *_dst{ nullptr };
- ITensor *_indices{ nullptr };
PoolingLayerInfo _pool_info{};
DataLayout _data_layout{ DataLayout::UNKNOWN };
unsigned int _num_elems_processed_per_iteration{ 0 };
BorderSize _border_size{ 0 };
- bool _is_square{ false };
+ Size2D _pool_size{};
+ int _pool_stride_x{};
};
} // namespace kernels
} // namespace cpu
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-02 02:33:14 +0000