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authorMichalis Spyrou <michalis.spyrou@arm.com>2020-07-02 17:39:25 +0100
committerMichalis Spyrou <michalis.spyrou@arm.com>2020-07-07 09:14:00 +0000
commit6eb73458c4869165c88d33c6a745a91cdc73a36a (patch)
tree1f22bd141f420ad4e2906939bb4abf11fec3aea3 /arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h
parent1fad814022ba98506ba30b2e25601985e7ec5259 (diff)
downloadComputeLibrary-6eb73458c4869165c88d33c6a745a91cdc73a36a.tar.gz
COMPMID-3373: Async support to NEArithmetic* kernels/functions (Pt. 2)
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Iec06adb535aaf7efb1838d921e8d6bb978b7b215 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3498 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h')
-rw-r--r--arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h139
1 files changed, 134 insertions, 5 deletions
diff --git a/arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h b/arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h
index d84dff2c13..3b1209356a 100644
--- a/arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h
+++ b/arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h
@@ -25,15 +25,17 @@
#define ARM_COMPUTE_NEPIXELWISEMULTIPLICATION_H
#include "arm_compute/core/Types.h"
-#include "arm_compute/runtime/NEON/INESimpleFunction.h"
-#include "arm_compute/runtime/NEON/INESimpleFunctionNoBorder.h"
+#include "arm_compute/runtime/IFunction.h"
+#include "arm_compute/runtime/NEON/INEOperator.h"
namespace arm_compute
{
class ITensor;
+namespace experimental
+{
/** Basic function to run @ref NEPixelWiseMultiplicationKernel */
-class NEPixelWiseMultiplication : public INESimpleFunctionNoBorder
+class NEPixelWiseMultiplication : public INEOperator
{
public:
/** Initialise the kernel's inputs, output and convertion policy.
@@ -60,7 +62,7 @@ public:
* @param[in] rounding_policy Rounding policy.
* @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported.
*/
- void configure(ITensor *input1, ITensor *input2, ITensor *output, float scale, ConvertPolicy overflow_policy, RoundingPolicy rounding_policy,
+ void configure(ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, float scale, ConvertPolicy overflow_policy, RoundingPolicy rounding_policy,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
/** Static function to check if given info will lead to a valid configuration of @ref NEPixelWiseMultiplication
*
@@ -88,10 +90,13 @@ public:
*/
static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, float scale, ConvertPolicy overflow_policy, RoundingPolicy rounding_policy,
const ActivationLayerInfo &act_info = ActivationLayerInfo());
+
+ // Inherited methods overridden:
+ MemoryRequirements workspace() const override;
};
/** Basic function to run @ref NEComplexPixelWiseMultiplicationKernel. */
-class NEComplexPixelWiseMultiplication : public INESimpleFunction
+class NEComplexPixelWiseMultiplication : public INEOperator
{
public:
/** Initialise the kernel's inputs, output.
@@ -103,6 +108,123 @@ public:
* @param[out] output The output tensor. Data types supported: same as @p input1. Number of channels: same as @p input1.
* @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported.
*/
+ void configure(ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo());
+ /** Static function to check if given info will lead to a valid configuration of @ref NEComplexPixelWiseMultiplication
+ *
+ * @param[in] input1 An input tensor info. Data types supported: F32. Number of channels supported: 2 (complex tensor).
+ * @param[in] input2 An input tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1.
+ * @param[in] output The output tensor info. Data types supported: same as @p input1. Number of channels supported: same as @p input1.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported.
+ */
+ static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo());
+
+ // Inherited methods overridden:
+ MemoryRequirements workspace() const override;
+};
+} // namespace experimental
+
+/** Basic function to run @ref NEPixelWiseMultiplicationKernel */
+class NEPixelWiseMultiplication : public IFunction
+{
+public:
+ /** Default Constructor */
+ NEPixelWiseMultiplication();
+ /** Default Destructor */
+ ~NEPixelWiseMultiplication();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEPixelWiseMultiplication(const NEPixelWiseMultiplication &) = delete;
+ /** Default move constructor */
+ NEPixelWiseMultiplication(NEPixelWiseMultiplication &&);
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEPixelWiseMultiplication &operator=(const NEPixelWiseMultiplication &) = delete;
+ /** Default move assignment operator */
+ NEPixelWiseMultiplication &operator=(NEPixelWiseMultiplication &&);
+ /** Initialise the kernel's inputs, output and convertion policy.
+ *
+ * @note For @p scale equal to 1/255 only round to nearest even (implemented as round half up) is supported.
+ * For all other scale values only round to zero (implemented as round towards minus infinity) is supported.
+ *
+ * @param[in, out] input1 An input tensor. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32
+ * This input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
+ * @param[in, out] input2 An input tensor. Data types supported: U8, QASYMM8 (only if @p input1 is QASYMM8), QASYMM8_SIGNED (only if @p input1 is QASYMM8_SIGNED), S16, QSYMM16 (only if @p input1 is QSYMM16), F16 (only if @p input1 is F16), F32 (only if @p input1 is F32).
+ * This input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
+ * @param[out] output Output tensor. Data types supported:
+ * - U8, only if both inputs are U8.
+ * - QASYMM8, only if both inputs are QASYMM8.
+ * - QASYMM8_SIGNED, only if @p input1 is QASYMM8_SIGNED.
+ * - S16.
+ * - QSYMM16, only if both inputs are QSYMM16.
+ * - S32, only if both inputs are QSYMM16.
+ * - F16, only if @p input1 is F16.
+ * - F32, only if both inputs are F32.
+ * @param[in] scale Scale to apply after multiplication.
+ * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15.
+ * @param[in] overflow_policy Overflow policy. ConvertPolicy cannot be WRAP if datatype is QASYMM8, QASYMM8_SIGNED or QSYMM16.
+ * @param[in] rounding_policy Rounding policy.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported.
+ */
+ void configure(const ITensor *input1, const ITensor *input2, ITensor *output, float scale, ConvertPolicy overflow_policy, RoundingPolicy rounding_policy,
+ const ActivationLayerInfo &act_info = ActivationLayerInfo());
+ /** Static function to check if given info will lead to a valid configuration of @ref NEPixelWiseMultiplication
+ *
+ * @note For @p scale equal to 1/255 only round to nearest even (implemented as round half up) is supported.
+ * For all other scale values only round to zero (implemented as round towards minus infinity) is supported.
+ *
+ * @param[in] input1 An input tensor info. Data types supported: U8/QASYMM8/QASYMM8_SIGNED/S16/QSYMM16/F16/F32
+ * @param[in] input2 An input tensor info. Data types supported: U8, QASYMM8 (only if @p input1 is QASYMM8), QASYMM8_SIGNED (only if @p input1 is QASYMM8_SIGNED), S16, QSYMM16 (only if both inputs are QSYMM16), F16 (only if @p input1 is F16), F32 (only if @p input1 is F32).
+ * @param[in] output Output tensor info. Data types supported:
+ * - U8, only if both inputs are U8.
+ * - QASYMM8, only if both inputs are QASYMM8.
+ * - QASYMM8_SIGNED, only if @p input1 is QASYMM8_SIGNED.
+ * - S16.
+ * - QSYMM16, only if both inputs are QSYMM16.
+ * - S32, only if both inputs are QSYMM16.
+ * - F16, only if @p input1 is F16.
+ * - F32, only if both inputs are F32.
+ * @param[in] scale Scale to apply after multiplication.
+ * Scale must be positive and its value must be either 1/255 or 1/2^n where n is between 0 and 15.
+ * @param[in] overflow_policy Overflow policy. ConvertPolicy cannot be WRAP if datatype is QASYMM8, QASYMM8_SIGNED or QSYMM16.
+ * @param[in] rounding_policy Rounding policy.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported.
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, float scale, ConvertPolicy overflow_policy, RoundingPolicy rounding_policy,
+ const ActivationLayerInfo &act_info = ActivationLayerInfo());
+
+ // Inherited methods overridden:
+ void run() override;
+
+private:
+ struct Impl;
+ std::unique_ptr<Impl> _impl;
+};
+
+/** Basic function to run @ref NEComplexPixelWiseMultiplicationKernel. */
+class NEComplexPixelWiseMultiplication : public IFunction
+{
+public:
+ /** Default Constructor */
+ NEComplexPixelWiseMultiplication();
+ /** Default Destructor */
+ ~NEComplexPixelWiseMultiplication();
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEComplexPixelWiseMultiplication(const NEComplexPixelWiseMultiplication &) = delete;
+ /** Default move constructor */
+ NEComplexPixelWiseMultiplication(NEComplexPixelWiseMultiplication &&);
+ /** Prevent instances of this class from being copied (As this class contains pointers) */
+ NEComplexPixelWiseMultiplication &operator=(const NEComplexPixelWiseMultiplication &) = delete;
+ /** Default move assignment operator */
+ NEComplexPixelWiseMultiplication &operator=(NEComplexPixelWiseMultiplication &&);
+ /** Initialise the kernel's inputs, output.
+ *
+ * @param[in, out] input1 An input tensor. Data types supported: F32. Number of channels supported: 2 (complex tensor).
+ * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
+ * @param[in, out] input2 An input tensor. Data types supported: same as @p input1. Number of channels supported: same as @p input1.
+ * The input tensor is [in, out] because its TensorInfo might be modified inside the kernel in case of broadcasting of dimension 0.
+ * @param[out] output The output tensor. Data types supported: same as @p input1. Number of channels: same as @p input1.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported.
+ */
void configure(ITensor *input1, ITensor *input2, ITensor *output, const ActivationLayerInfo &act_info = ActivationLayerInfo());
/** Static function to check if given info will lead to a valid configuration of @ref NEComplexPixelWiseMultiplication
*
@@ -112,6 +234,13 @@ public:
* @param[in] act_info (Optional) Activation layer information in case of a fused activation. Currently not supported.
*/
static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, const ActivationLayerInfo &act_info = ActivationLayerInfo());
+
+ // Inherited methods overridden:
+ void run() override;
+
+private:
+ struct Impl;
+ std::unique_ptr<Impl> _impl;
};
}
#endif /*ARM_COMPUTE_NEPIXELWISEMULTIPLICATION_H */