From 60538ada2b90704abcf6473144639103d80287a5 Mon Sep 17 00:00:00 2001 From: Derek Lamberti Date: Wed, 13 Nov 2019 09:29:38 +0000 Subject: Only enable mixed precision FP16 pooling for Android Q Change-Id: Ic2c0ce7a7a99bbc430b7d6da272825540772e01d Signed-off-by: Derek Lamberti --- Android.mk | 8 ++++++++ src/backends/cl/workloads/ClPooling2dWorkload.cpp | 7 +++---- 2 files changed, 11 insertions(+), 4 deletions(-) diff --git a/Android.mk b/Android.mk index 749c4117cf..6daefef0dc 100644 --- a/Android.mk +++ b/Android.mk @@ -307,6 +307,14 @@ LOCAL_CFLAGS += \ -DARMNNREF_ENABLED endif # ARMNN_REF_ENABLED == 1 +# Only enable on Android P +ifeq (($(P_OR_LATER),1)) + ifeq (($(Q_OR_LATER),0)) +LOCAL_CFLAGS += \ + -DARMNN_MIXED_PRECISION_FP16_POOLING + endif # Q_OR_LATER=0 +endif # P_OR_LATER=1 + ifeq ($(Q_OR_LATER),1) LOCAL_CFLAGS += \ -DBOOST_NO_AUTO_PTR diff --git a/src/backends/cl/workloads/ClPooling2dWorkload.cpp b/src/backends/cl/workloads/ClPooling2dWorkload.cpp index bf899977d6..8400977b51 100644 --- a/src/backends/cl/workloads/ClPooling2dWorkload.cpp +++ b/src/backends/cl/workloads/ClPooling2dWorkload.cpp @@ -44,14 +44,13 @@ ClPooling2dWorkload::ClPooling2dWorkload( // enable fp_mixed_precision for the the FP16 cases that // accumulation reaches a limit beyond which there is no more increment of the value bool fpMixedPrecision = false; +#ifdef ARMNN_MIXED_PRECISION_FP16_POOLING if (input.info()->data_type() == arm_compute::DataType::F16 - && m_Data.m_Parameters.m_PoolType == PoolingAlgorithm::Average - && m_Data.m_Parameters.m_PoolWidth >= 100 - && input.info()->dimension(3) >= 5 - && input.info()->dimension(2) * input.info()->dimension(1) >= 3000) + && m_Data.m_Parameters.m_PoolType == PoolingAlgorithm::Average) { fpMixedPrecision = true; } +#endif arm_compute::PoolingLayerInfo layerInfo = BuildArmComputePoolingLayerInfo(m_Data.m_Parameters, fpMixedPrecision); -- cgit v1.2.1