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-rw-r--r--src/cpu/kernels/CpuActivationKernel.cpp24
-rw-r--r--src/cpu/kernels/CpuActivationKernel.h10
2 files changed, 30 insertions, 4 deletions
diff --git a/src/cpu/kernels/CpuActivationKernel.cpp b/src/cpu/kernels/CpuActivationKernel.cpp
index 61efcb2dd6..f1e485883c 100644
--- a/src/cpu/kernels/CpuActivationKernel.cpp
+++ b/src/cpu/kernels/CpuActivationKernel.cpp
@@ -182,10 +182,16 @@ std::pair<Status, Window> validate_and_configure_window(const ITensorInfo *src,
void CpuActivationKernel::configure(const ITensorInfo *src, ITensorInfo *dst, ActivationLayerInfo activation_info)
{
+ ARM_COMPUTE_UNUSED(dst);
ARM_COMPUTE_ERROR_ON_NULLPTR(src);
ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src, dst, activation_info));
const auto uk = CpuActivationKernel::get_implementation(ActivationDataTypeISASelectorData{ src->data_type(), CPUInfo::get().get_isa(), activation_info.activation() });
+ if(dst != nullptr)
+ {
+ // dst auto inizialitation if not yet initialized
+ auto_init_if_empty(*dst, *src->clone());
+ }
ARM_COMPUTE_ERROR_ON_NULLPTR(uk);
@@ -200,10 +206,20 @@ void CpuActivationKernel::configure(const ITensorInfo *src, ITensorInfo *dst, Ac
#endif // __aarch64__
_act_info = activation_info;
- // Configure kernel window
- auto win_config = validate_and_configure_window(src, dst);
- ARM_COMPUTE_ERROR_THROW_ON(win_config.first);
- ICPPKernel::configure(win_config.second);
+ Window win;
+
+ if(src->data_layout() != DataLayout::NHWC)
+ {
+ // Use squashed window
+ std::tie(win, _split_dimension) = calculate_squashed_or_max_window(*src);
+ ICPPKernel::configure(win);
+ }
+ else
+ {
+ // Configure kernel window
+ win = calculate_max_window(*src, Steps());
+ ICPPKernel::configure(win);
+ }
}
Status CpuActivationKernel::validate(const ITensorInfo *src, const ITensorInfo *dst, const ActivationLayerInfo &act_info)
diff --git a/src/cpu/kernels/CpuActivationKernel.h b/src/cpu/kernels/CpuActivationKernel.h
index d856a9357f..fe2d783059 100644
--- a/src/cpu/kernels/CpuActivationKernel.h
+++ b/src/cpu/kernels/CpuActivationKernel.h
@@ -73,6 +73,15 @@ public:
void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override;
const char *name() const override;
+ /** Get the preferred dimension in which the scheduler splits the work into multiple jobs.
+ *
+ * @return The split dimension hint.
+ */
+ size_t get_split_dimension_hint() const
+ {
+ return _split_dimension;
+ }
+
struct ActivationKernel
{
const char *name;
@@ -85,6 +94,7 @@ public:
private:
ActivationLayerInfo _act_info{};
ActivationKernelPtr _run_method{ nullptr };
+ size_t _split_dimension{ Window::DimY };
std::string _name{};
};
} // namespace kernels