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authorGeorgios Pinitas <georgios.pinitas@arm.com>2017-11-02 12:17:56 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:35:24 +0000
commit388d3ec5289d5aa7415d6599137a74c4e5eaeeaf (patch)
tree87ea366d4cc9564d5bfcc454043a9493a5cb7bfc /arm_compute
parent3faea25fe0bcb9f72bfe3da185085ed634d1b162 (diff)
downloadComputeLibrary-388d3ec5289d5aa7415d6599137a74c4e5eaeeaf.tar.gz
COMPMID-556: Support beta for all softmax data types.
Change-Id: I4c0ca033dc53829fb7ac3dd7c7469d143be74e73 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94251 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'arm_compute')
-rw-r--r--arm_compute/core/CL/CLKernelLibrary.h35
-rw-r--r--arm_compute/core/CL/kernels/CLSoftmaxLayerKernel.h2
-rw-r--r--arm_compute/core/Helpers.inl2
-rw-r--r--arm_compute/core/Utils.h2
-rw-r--r--arm_compute/runtime/CL/functions/CLSoftmaxLayer.h4
5 files changed, 40 insertions, 5 deletions
diff --git a/arm_compute/core/CL/CLKernelLibrary.h b/arm_compute/core/CL/CLKernelLibrary.h
index fc131cdcfe..d433a740ac 100644
--- a/arm_compute/core/CL/CLKernelLibrary.h
+++ b/arm_compute/core/CL/CLKernelLibrary.h
@@ -33,6 +33,41 @@
namespace arm_compute
{
+/** Build options */
+class CLBuildOptions
+{
+ using StringSet = std::set<std::string>;
+
+public:
+ /** Default constructor. */
+ CLBuildOptions();
+ /** Adds option to the existing build option list
+ *
+ * @param[in] option Option to add
+ */
+ void add_option(std::string option);
+ /** Adds option if a given condition is true;
+ *
+ * @param[in] cond Condition to check
+ * @param[in] option Option to add if condition is true
+ */
+ void add_option_if(bool cond, std::string option);
+ /** Adds first option if condition is true else the second one
+ *
+ * @param[in] cond Condition to check
+ * @param[in] option_true Option to add if condition is true
+ * @param[in] option_false Option to add if condition is false
+ */
+ void add_option_if_else(bool cond, std::string option_true, std::string option_false);
+ /** Gets the current options list set
+ *
+ * @return Build options set
+ */
+ StringSet options() const;
+
+private:
+ StringSet _build_opts; /**< Build options set */
+};
/** Program class */
class Program
{
diff --git a/arm_compute/core/CL/kernels/CLSoftmaxLayerKernel.h b/arm_compute/core/CL/kernels/CLSoftmaxLayerKernel.h
index 60d555019d..1e079cbb06 100644
--- a/arm_compute/core/CL/kernels/CLSoftmaxLayerKernel.h
+++ b/arm_compute/core/CL/kernels/CLSoftmaxLayerKernel.h
@@ -60,7 +60,7 @@ public:
*
* @param[in] input Source tensor. Data types supported: QS8/QS16/F16/F32
* @param[in] max Max values tensor. Data types supported: same as @p input
- * @param[in] beta A scaling factor for the exponent. QS8/QS16/F16 only support a beta value of 1.
+ * @param[in] beta A scaling factor for the exponent.
* @param[out] output Destination tensor. Data types supported: same as @p input
* @param[out] sum Sum of 1D logits tensor. Data types supported: same as @p input
*/
diff --git a/arm_compute/core/Helpers.inl b/arm_compute/core/Helpers.inl
index 1a27684c9c..acdb9567db 100644
--- a/arm_compute/core/Helpers.inl
+++ b/arm_compute/core/Helpers.inl
@@ -263,7 +263,7 @@ inline bool set_fixed_point_position_if_zero(ITensorInfo &info, int fixed_point_
inline bool set_quantization_info_if_empty(ITensorInfo &info, QuantizationInfo quantization_info)
{
- if(info.quantization_info().empty() && (is_data_type_assymetric(info.data_type())))
+ if(info.quantization_info().empty() && (is_data_type_quantized_assymetric(info.data_type())))
{
info.set_quantization_info(quantization_info);
return true;
diff --git a/arm_compute/core/Utils.h b/arm_compute/core/Utils.h
index 8e15a0a988..a77df030e6 100644
--- a/arm_compute/core/Utils.h
+++ b/arm_compute/core/Utils.h
@@ -755,7 +755,7 @@ inline bool is_data_type_fixed_point(DataType dt)
*
* @return True if data type is of symmetric quantized type, else false.
*/
-inline bool is_data_type_assymetric(DataType dt)
+inline bool is_data_type_quantized_assymetric(DataType dt)
{
switch(dt)
{
diff --git a/arm_compute/runtime/CL/functions/CLSoftmaxLayer.h b/arm_compute/runtime/CL/functions/CLSoftmaxLayer.h
index e87deb6d15..d84297e9a1 100644
--- a/arm_compute/runtime/CL/functions/CLSoftmaxLayer.h
+++ b/arm_compute/runtime/CL/functions/CLSoftmaxLayer.h
@@ -39,7 +39,7 @@ class ICLTensor;
/** Basic function to compute a SoftmaxLayer.
*
* Softmax is calculated by :
- * @f[ out = exp(x - max(x)) / sum(exp(x - max(x))) @f]
+ * @f[ out = exp((x - max(x)) * beta) / sum(exp((x - max(x)) * beta)) @f]
*
* This function runs the following kernels:
* -# @ref CLLogits1DMaxKernel
@@ -54,7 +54,7 @@ public:
/** Set the input and output tensors.
*
* @param[in] input Source tensor. Data types supported: QS8/QS16/F16/F32
- * @param[in] beta A scaling factor for the exponent. QS8/QS16/F16 only support a beta value of 1.
+ * @param[in] beta A scaling factor for the exponent.
* @param[out] output Destination tensor. Data types supported: same as @p input
*/
void configure(const ICLTensor *input, ICLTensor *output, float beta = 1.0f);