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authorFreddie Liardet <frederick.liardet@arm.com>2021-08-03 15:57:32 +0100
committerGeorgios Pinitas <georgios.pinitas@arm.com>2021-09-07 11:13:44 +0000
commitd216f570750b8ccde3754c4aef53fc20a90cb32d (patch)
tree83a88d3d4391c6a8ca5dabc73c763e6f0878c595 /src/core/NEON/kernels/arm_conv/depthwise/depthwise_fp16.cpp
parent4e53c5ab47a713ab0ce53d076e2e4cf274fec312 (diff)
downloadComputeLibrary-d216f570750b8ccde3754c4aef53fc20a90cb32d.tar.gz
Update cpu depthwise kernels
Resolves: COMPMID-4688 Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: I9e22f967f5b7ccaebff2fc49f0253f621d62d820 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6030 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/arm_conv/depthwise/depthwise_fp16.cpp')
-rw-r--r--src/core/NEON/kernels/arm_conv/depthwise/depthwise_fp16.cpp60
1 files changed, 38 insertions, 22 deletions
diff --git a/src/core/NEON/kernels/arm_conv/depthwise/depthwise_fp16.cpp b/src/core/NEON/kernels/arm_conv/depthwise/depthwise_fp16.cpp
index 6ba7c78e97..934272a0ac 100644
--- a/src/core/NEON/kernels/arm_conv/depthwise/depthwise_fp16.cpp
+++ b/src/core/NEON/kernels/arm_conv/depthwise/depthwise_fp16.cpp
@@ -32,6 +32,9 @@
#include "depthwise_implementation_constraints.hpp"
+// This can only be built if the target/compiler supports FP16 arguments.
+#if defined(__ARM_FP16_ARGS)
+
#if defined(__aarch64__)
#if defined(ARM_COMPUTE_ENABLE_SVE)
#include "kernels/sve_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst.hpp"
@@ -76,11 +79,9 @@ namespace
{
return args.channel_multiplier > 1 ? 0 : std::numeric_limits<unsigned int>::max();
}
-#endif // defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC)
+#endif // defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC)
}
-#if defined(__ARM_FP16_ARGS)
-
static const DepthwiseImplementation<__fp16, __fp16> depthwise_fp16_methods[] = {
#if defined(__aarch64__)
#if defined(ARM_COMPUTE_ENABLE_SVE)
@@ -92,7 +93,8 @@ static const DepthwiseImplementation<__fp16, __fp16> depthwise_fp16_methods[] =
cpu_has_sve),
cycle_estimate<sve_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst>,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
- return new DepthwiseDepthfirst<sve_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst>(args);
+ auto strat = new sve_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst(args.cpu_info);
+ return new DepthwiseDepthfirst<__fp16, __fp16, __fp16, __fp16>(strat, args);
},
},
{
@@ -103,7 +105,8 @@ static const DepthwiseImplementation<__fp16, __fp16> depthwise_fp16_methods[] =
cpu_has_sve),
cycle_estimate<sve_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst>,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
- return new DepthwiseDepthfirst<sve_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst>(args);
+ auto strat = new sve_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst(args.cpu_info);
+ return new DepthwiseDepthfirst<__fp16, __fp16, __fp16, __fp16>(strat, args);
},
},
{
@@ -114,7 +117,8 @@ static const DepthwiseImplementation<__fp16, __fp16> depthwise_fp16_methods[] =
cpu_has_sve),
cycle_estimate<sve_fp16_nhwc_3x3_s1_output2x2_mla_depthfirst>,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
- return new DepthwiseDepthfirst<sve_fp16_nhwc_3x3_s1_output2x2_mla_depthfirst>(args);
+ auto strat = new sve_fp16_nhwc_3x3_s1_output2x2_mla_depthfirst(args.cpu_info);
+ return new DepthwiseDepthfirst<__fp16, __fp16, __fp16, __fp16>(strat, args);
},
},
{
@@ -125,7 +129,8 @@ static const DepthwiseImplementation<__fp16, __fp16> depthwise_fp16_methods[] =
cpu_has_sve),
cycle_estimate<sve_fp16_nhwc_3x3_s2_output2x2_mla_depthfirst>,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
- return new DepthwiseDepthfirst<sve_fp16_nhwc_3x3_s2_output2x2_mla_depthfirst>(args);
+ auto strat = new sve_fp16_nhwc_3x3_s2_output2x2_mla_depthfirst(args.cpu_info);
+ return new DepthwiseDepthfirst<__fp16, __fp16, __fp16, __fp16>(strat, args);
},
},
{
@@ -136,7 +141,8 @@ static const DepthwiseImplementation<__fp16, __fp16> depthwise_fp16_methods[] =
cpu_has_sve),
cycle_estimate<sve_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst>,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
- return new DepthwiseDepthfirst<sve_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst>(args);
+ auto strat = new sve_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst(args.cpu_info);
+ return new DepthwiseDepthfirst<__fp16, __fp16, __fp16, __fp16>(strat, args);
},
},
#endif // defined(ARM_COMPUTE_ENABLE_SVE)
@@ -145,56 +151,66 @@ static const DepthwiseImplementation<__fp16, __fp16> depthwise_fp16_methods[] =
DepthwiseMethod::DEPTHFIRST,
"a64_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst",
constraint(is_supported<a64_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst>,
- has_no_channel_multiplier),
+ has_no_channel_multiplier,
+ cpu_has_fp16),
cycle_estimate<a64_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst>,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
- return new DepthwiseDepthfirst<a64_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst>(args);
+ auto strat = new a64_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst(args.cpu_info);
+ return new DepthwiseDepthfirst<__fp16, __fp16, __fp16, __fp16>(strat, args);
},
},
{
DepthwiseMethod::DEPTHFIRST,
"a64_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst",
constraint(is_supported<a64_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst>,
- has_no_channel_multiplier),
+ has_no_channel_multiplier,
+ cpu_has_fp16),
cycle_estimate<a64_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst>,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
- return new DepthwiseDepthfirst<a64_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst>(args);
+ auto strat = new a64_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst(args.cpu_info);
+ return new DepthwiseDepthfirst<__fp16, __fp16, __fp16, __fp16>(strat, args);
},
},
{
DepthwiseMethod::DEPTHFIRST,
"a64_fp16_nhwc_3x3_s1_output2x2_mla_depthfirst",
constraint(is_supported<a64_fp16_nhwc_3x3_s1_output2x2_mla_depthfirst>,
- has_no_channel_multiplier),
+ has_no_channel_multiplier,
+ cpu_has_fp16),
cycle_estimate<a64_fp16_nhwc_3x3_s1_output2x2_mla_depthfirst>,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
- return new DepthwiseDepthfirst<a64_fp16_nhwc_3x3_s1_output2x2_mla_depthfirst>(args);
+ auto strat = new a64_fp16_nhwc_3x3_s1_output2x2_mla_depthfirst(args.cpu_info);
+ return new DepthwiseDepthfirst<__fp16, __fp16, __fp16, __fp16>(strat, args);
},
},
{
DepthwiseMethod::DEPTHFIRST,
"a64_fp16_nhwc_3x3_s2_output2x2_mla_depthfirst",
constraint(is_supported<a64_fp16_nhwc_3x3_s2_output2x2_mla_depthfirst>,
- has_no_channel_multiplier),
+ has_no_channel_multiplier,
+ cpu_has_fp16),
cycle_estimate<a64_fp16_nhwc_3x3_s2_output2x2_mla_depthfirst>,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
- return new DepthwiseDepthfirst<a64_fp16_nhwc_3x3_s2_output2x2_mla_depthfirst>(args);
+ auto strat = new a64_fp16_nhwc_3x3_s2_output2x2_mla_depthfirst(args.cpu_info);
+ return new DepthwiseDepthfirst<__fp16, __fp16, __fp16, __fp16>(strat, args);
},
},
{
DepthwiseMethod::DEPTHFIRST,
"a64_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst",
constraint(is_supported<a64_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst>,
- has_no_channel_multiplier),
+ has_no_channel_multiplier,
+ cpu_has_fp16),
cycle_estimate<a64_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst>,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
- return new DepthwiseDepthfirst<a64_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst>(args);
+ auto strat = new a64_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst(args.cpu_info);
+ return new DepthwiseDepthfirst<__fp16, __fp16, __fp16, __fp16>(strat, args);
},
},
{
DepthwiseMethod::DEPTHFIRST,
"a64_fp16_nhwc_generic_output3x3_mla_depthfirst",
- constraint(has_no_channel_multiplier),
+ constraint(has_no_channel_multiplier, cpu_has_fp16),
not_preferred,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
return new DepthwiseDepthfirstGeneric<a64_fp16_nhwc_generic_output9_mla_depthfirst, 3, 3>(args);
@@ -203,7 +219,7 @@ static const DepthwiseImplementation<__fp16, __fp16> depthwise_fp16_methods[] =
{
DepthwiseMethod::DEPTHFIRST,
"a64_fp16_nhwc_generic_with_multiplier_output2x8_mla_depthfirst",
- nullptr,
+ constraint(cpu_has_fp16),
not_preferred_if_no_multiplier,
[] (const DepthwiseArgs &args, const Nothing &) -> DepthwiseCommon<__fp16, __fp16, __fp16> * {
return new DepthwiseDepthfirstGenericWithMultiplier<a64_fp16_packed_to_nhwc_generic_with_multiplier_output2x8_mla_depthfirst>(args);
@@ -223,7 +239,7 @@ const DepthwiseImplementation<__fp16> *depthwise_implementation_list()
template UniqueDepthwiseCommon<__fp16> depthwise(const DepthwiseArgs &, const Nothing &);
template std::vector<KernelDescription> get_compatible_kernels<__fp16>(const DepthwiseArgs &, const Nothing &);
-#endif // defined(__ARM_FP16_ARGS)
-
} // namespace depthwise
} // namespace arm_conv
+
+#endif // defined(__ARM_FP16_ARGS)