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Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/gemm_qint8.cpp')
-rw-r--r--src/core/NEON/kernels/arm_gemm/gemm_qint8.cpp117
1 files changed, 58 insertions, 59 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/gemm_qint8.cpp b/src/core/NEON/kernels/arm_gemm/gemm_qint8.cpp
index 321c97262f..18008e713e 100644
--- a/src/core/NEON/kernels/arm_gemm/gemm_qint8.cpp
+++ b/src/core/NEON/kernels/arm_gemm/gemm_qint8.cpp
@@ -58,7 +58,6 @@
#include "gemm_hybrid_indirect.hpp"
#include "gemm_hybrid_quantized.hpp"
-#include "gemm_hybrid_quantized_inline.hpp"
#include "gemm_interleaved.hpp"
#include "gemv_pretransposed.hpp"
#include "quantize_wrapper.hpp"
@@ -66,7 +65,7 @@
namespace arm_gemm {
-static const GemmImplementation<int8_t, int8_t, Requantize32> gemm_qint8_methods[] =
+static const GemmImplementation<int8_t, int8_t, int8_t, Requantize32> gemm_qint8_methods[] =
{
#ifdef ARM_COMPUTE_ENABLE_SVE
#ifdef ARM_COMPUTE_ENABLE_SME2
@@ -101,90 +100,90 @@ static const GemmImplementation<int8_t, int8_t, Requantize32> gemm_qint8_methods
[](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedPretransposedNoMergeQuantizedInline<cls_sme2_interleaved_nomerge_s8q_mopa_2VLx2VL, int8_t, int8_t>(args, qp); }
},
#endif // ARM_COMPUTE_ENABLE_SME2
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_HYBRID,
"sve_hybrid_s8qa_mmla_4x4VL",
[](const GemmArgs &args, const Requantize32 &qp) { return quant_hybrid_asymmetric(qp) && args._ci->has_sve2() && args._ci->has_svei8mm(); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8qa_mmla_4x4VL, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8qa_mmla_4x4VL, int8_t, int8_t, Requantize32>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8qa_mmla_4x4VL, int8_t, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8qa_mmla_4x4VL, int8_t, int8_t, int8_t, Requantize32>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_HYBRID,
"sve_hybrid_s8qs_mmla_6x4VL",
[](const GemmArgs &args, const Requantize32 &qp) { return quant_hybrid_symmetric(qp) && args._ci->has_sve2() && args._ci->has_svei8mm(); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8qs_mmla_6x4VL, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8qs_mmla_6x4VL, int8_t, int8_t, Requantize32>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8qs_mmla_6x4VL, int8_t, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8qs_mmla_6x4VL, int8_t, int8_t, int8_t, Requantize32>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"sve_interleaved_s8s32_mmla_8x3VL",
[](const GemmArgs &args, const Requantize32 &) { return args._ci->has_svei8mm() && (args._Ksize>8); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_sve_interleaved_s8s32_mmla_8x3VL, int8_t, int8_t>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_sve_interleaved_s8s32_mmla_8x3VL, int8_t, int8_t>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_sve_interleaved_s8s32_mmla_8x3VL, int8_t, int8_t, int8_t>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_sve_interleaved_s8s32_mmla_8x3VL, int8_t, int8_t, int8_t>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"sve_hybrid_s8s32_mmla_6x4VL",
[](const GemmArgs &args, const Requantize32 &) { return args._ci->has_svei8mm(); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8s32_mmla_6x4VL, int8_t, int8_t, Requantize32, true>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8s32_mmla_6x4VL, int8_t, int8_t, Requantize32, true>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8s32_mmla_6x4VL, int8_t, int8_t, int8_t, Requantize32, true>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8s32_mmla_6x4VL, int8_t, int8_t, int8_t, Requantize32, true>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_HYBRID,
"sve_hybrid_s8qs_dot_6x4VL",
[](const GemmArgs &args, const Requantize32 &qp) { return args._ci->has_sve2() && quant_hybrid_symmetric(qp); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8qs_dot_6x4VL, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8qs_dot_6x4VL, int8_t, int8_t, Requantize32>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8qs_dot_6x4VL, int8_t, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8qs_dot_6x4VL, int8_t, int8_t, int8_t, Requantize32>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_HYBRID,
"sve_hybrid_s8qa_dot_4x4VL",
[](const GemmArgs &args, const Requantize32 &qp) { return args._ci->has_sve2() && quant_hybrid_asymmetric(qp); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8qa_dot_4x4VL, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8qa_dot_4x4VL, int8_t, int8_t, Requantize32>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8qa_dot_4x4VL, int8_t, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8qa_dot_4x4VL, int8_t, int8_t, int8_t, Requantize32>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_HYBRID,
"sve_hybrid_s8s32_dot_6x4VL",
[](const GemmArgs &args, const Requantize32 &) { return args._ci->has_sve(); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8s32_dot_6x4VL, int8_t, int8_t, Requantize32, true>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8s32_dot_6x4VL, int8_t, int8_t, Requantize32, true>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_s8s32_dot_6x4VL, int8_t, int8_t, int8_t, Requantize32, true>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_s8s32_dot_6x4VL, int8_t, int8_t, int8_t, Requantize32, true>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"sve_interleaved_s8s32_dot_8x3VL",
[](const GemmArgs &args, const Requantize32 &) { return args._ci->has_sve() && (args._Ksize>4); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_sve_interleaved_s8s32_dot_8x3VL, int8_t, int8_t>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_sve_interleaved_s8s32_dot_8x3VL, int8_t, int8_t>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_sve_interleaved_s8s32_dot_8x3VL, int8_t, int8_t, int8_t>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_sve_interleaved_s8s32_dot_8x3VL, int8_t, int8_t, int8_t>(args, qp); }
),
#endif // ARM_COMPUTE_ENABLE_SVE
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_HYBRID,
"a64_hybrid_s8qa_mmla_4x16",
[](const GemmArgs &args, const Requantize32 &qp) { return args._ci->has_i8mm() && quant_hybrid_asymmetric(qp); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8qa_mmla_4x16, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8qa_mmla_4x16, int8_t, int8_t, Requantize32>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8qa_mmla_4x16, int8_t, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8qa_mmla_4x16, int8_t, int8_t, int8_t, Requantize32>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_HYBRID,
"a64_hybrid_s8qs_mmla_6x16",
[](const GemmArgs &args, const Requantize32 &qp) { return args._ci->has_i8mm() && quant_hybrid_symmetric(qp); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8qs_mmla_6x16, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8qs_mmla_6x16, int8_t, int8_t, Requantize32>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8qs_mmla_6x16, int8_t, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8qs_mmla_6x16, int8_t, int8_t, int8_t, Requantize32>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"a64_interleaved_s8s32_mmla_8x12",
[](const GemmArgs &args, const Requantize32 &) { return args._ci->has_i8mm() && (args._Ksize>8); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_a64_interleaved_s8s32_mmla_8x12, int8_t, int8_t>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_a64_interleaved_s8s32_mmla_8x12, int8_t, int8_t>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_a64_interleaved_s8s32_mmla_8x12, int8_t, int8_t, int8_t>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_a64_interleaved_s8s32_mmla_8x12, int8_t, int8_t, int8_t>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"a64_hybrid_s8s32_mmla_6x16",
[](const GemmArgs &args, const Requantize32 &) { return args._ci->has_i8mm(); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8s32_mmla_6x16, int8_t, int8_t, Requantize32, true>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8s32_mmla_6x16, int8_t, int8_t, Requantize32, true>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8s32_mmla_6x16, int8_t, int8_t, int8_t, Requantize32, true>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8s32_mmla_6x16, int8_t, int8_t, int8_t, Requantize32, true>(args, qp); }
),
{
GemmMethod::GEMM_HYBRID_QUANTIZED,
@@ -205,42 +204,42 @@ GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
"a64_gemm_s16_8x12",
nullptr,
[](const GemmArgs &args, const Requantize32 &) { return args._ci->get_cpu_model() == CPUModel::A53 && ((args._Msize > 28) || ((args._Msize % 8) > 4)); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_a64_gemm_s16_8x12, int8_t, int8_t>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_a64_gemm_s16_8x12, int8_t, int8_t, int8_t>(args, qp); }
},
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_HYBRID,
"a64_hybrid_s8qs_dot_6x16",
[](const GemmArgs &args, const Requantize32 &qp) { return args._ci->has_dotprod() && quant_hybrid_symmetric(qp); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8qs_dot_6x16, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8qs_dot_6x16, int8_t, int8_t, Requantize32>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8qs_dot_6x16, int8_t, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8qs_dot_6x16, int8_t, int8_t, int8_t, Requantize32>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_HYBRID,
"a64_hybrid_s8qa_dot_4x16",
[](const GemmArgs &args, const Requantize32 &qp) { return args._ci->has_dotprod() && quant_hybrid_asymmetric(qp); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8qa_dot_4x16, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8qa_dot_4x16, int8_t, int8_t, Requantize32>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8qa_dot_4x16, int8_t, int8_t, int8_t, Requantize32>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8qa_dot_4x16, int8_t, int8_t, int8_t, Requantize32>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_HYBRID,
"a64_hybrid_s8s32_dot_6x16",
[](const GemmArgs &args, const Requantize32 &) { return args._ci->has_dotprod(); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8s32_dot_6x16, int8_t, int8_t, Requantize32, true>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8s32_dot_6x16, int8_t, int8_t, Requantize32, true>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_s8s32_dot_6x16, int8_t, int8_t, int8_t, Requantize32, true>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_s8s32_dot_6x16, int8_t, int8_t, int8_t, Requantize32, true>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"a64_gemm_s8_8x12",
[](const GemmArgs &args, const Requantize32 &) { return args._ci->has_dotprod(); },
- [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_a64_gemm_s8_8x12, int8_t, int8_t>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_a64_gemm_s8_8x12, int8_t, int8_t>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_a64_gemm_s8_8x12, int8_t, int8_t, int8_t>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_a64_gemm_s8_8x12, int8_t, int8_t, int8_t>(args, qp); }
),
-GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
+GemmImplementation<int8_t, int8_t, int8_t, Requantize32>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"a64_gemm_s8_4x4",
nullptr,
- [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_a64_gemm_s8_4x4, int8_t, int8_t>::estimate_cycles<int8_t>(args); },
- [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_a64_gemm_s8_4x4, int8_t, int8_t>(args, qp); }
+ [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_a64_gemm_s8_4x4, int8_t, int8_t, int8_t>::estimate_cycles<int8_t>(args); },
+ [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_a64_gemm_s8_4x4, int8_t, int8_t, int8_t>(args, qp); }
),
{
GemmMethod::QUANTIZE_WRAPPER,
@@ -259,14 +258,14 @@ GemmImplementation<int8_t, int8_t, Requantize32>::with_estimate(
};
template<>
-const GemmImplementation<int8_t, int8_t, Requantize32> *gemm_implementation_list<int8_t, int8_t, Requantize32>() {
+const GemmImplementation<int8_t, int8_t, int8_t, Requantize32> *gemm_implementation_list<int8_t, int8_t, int8_t, Requantize32>() {
return gemm_qint8_methods;
}
-template UniqueGemmCommon<int8_t, int8_t> gemm<int8_t, int8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os);
-template bool has_opt_gemm<int8_t, int8_t, Requantize32>(WeightFormat &weight_format, const GemmArgs &args, const Requantize32 &os);
-template KernelDescription get_gemm_method<int8_t, int8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os);
-template std::vector<KernelDescription> get_compatible_kernels<int8_t, int8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os);
+template UniqueGemmCommon<int8_t, int8_t, int8_t> gemm<int8_t, int8_t, int8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os);
+template bool has_opt_gemm<int8_t, int8_t, int8_t, Requantize32>(WeightFormat &weight_format, const GemmArgs &args, const Requantize32 &os);
+template KernelDescription get_gemm_method<int8_t, int8_t, int8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os);
+template std::vector<KernelDescription> get_compatible_kernels<int8_t, int8_t, int8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os);
} // namespace arm_gemm
generated by cgit v1.2.1 (git 2.23.0) at 2024-07-07 17:55:22 +0000