diff options
Diffstat (limited to 'src/runtime/CL/functions/CLGEMMLowpOutputStage.cpp')
| -rw-r--r-- | src/runtime/CL/functions/CLGEMMLowpOutputStage.cpp | 77 |
1 files changed, 68 insertions, 9 deletions
diff --git a/src/runtime/CL/functions/CLGEMMLowpOutputStage.cpp b/src/runtime/CL/functions/CLGEMMLowpOutputStage.cpp index aff7f54a82..18e002aa3d 100644 --- a/src/runtime/CL/functions/CLGEMMLowpOutputStage.cpp +++ b/src/runtime/CL/functions/CLGEMMLowpOutputStage.cpp @@ -43,7 +43,23 @@ void CLGEMMLowpQuantizeDownInt32ToUint8Scale::configure(const ICLTensor *input, info.gemmlowp_max_bound = max; auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ScaleKernel>(); - k->configure(input, bias, output, &info); + k->configure(CLKernelLibrary::get().get_compile_context(), input, bias, output, &info); + _kernel = std::move(k); +} + +void CLGEMMLowpQuantizeDownInt32ToUint8Scale::configure(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *bias, ICLTensor *output, int result_offset, + int result_mult_int, + int result_shift, int min, int max) +{ + GEMMLowpOutputStageInfo info = GEMMLowpOutputStageInfo(); + info.gemmlowp_offset = result_offset; + info.gemmlowp_multiplier = result_mult_int; + info.gemmlowp_shift = result_shift; + info.gemmlowp_min_bound = min; + info.gemmlowp_max_bound = max; + + auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ScaleKernel>(); + k->configure(compile_context, input, bias, output, &info); _kernel = std::move(k); } @@ -60,8 +76,15 @@ void CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPoint::configure(const ICLTen int result_fixedpoint_multiplier, int result_shift, int result_offset_after_shift, int min, int max) { + configure(CLKernelLibrary::get().get_compile_context(), input, bias, output, result_fixedpoint_multiplier, result_shift, result_offset_after_shift, min, max); +} + +void CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPoint::configure(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *bias, ICLTensor *output, + int result_fixedpoint_multiplier, int result_shift, int result_offset_after_shift, + int min, int max) +{ auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPointKernel>(); - k->configure(input, bias, output, result_fixedpoint_multiplier, result_shift, result_offset_after_shift, min, max); + k->configure(compile_context, input, bias, output, result_fixedpoint_multiplier, result_shift, result_offset_after_shift, min, max); _kernel = std::move(k); } @@ -76,7 +99,16 @@ void CLGEMMLowpQuantizeDownInt32ToInt8ScaleByFixedPoint::configure(const ICLTens int min, int max) { auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ToInt8ScaleByFixedPointKernel>(); - k->configure(input, bias, output, result_fixedpoint_multiplier, result_shift, result_offset_after_shift, min, max); + k->configure(CLKernelLibrary::get().get_compile_context(), input, bias, output, result_fixedpoint_multiplier, result_shift, result_offset_after_shift, min, max); + _kernel = std::move(k); +} + +void CLGEMMLowpQuantizeDownInt32ToInt8ScaleByFixedPoint::configure(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *bias, ICLTensor *output, + int result_fixedpoint_multiplier, int result_shift, int result_offset_after_shift, + int min, int max) +{ + auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ToInt8ScaleByFixedPointKernel>(); + k->configure(compile_context, input, bias, output, result_fixedpoint_multiplier, result_shift, result_offset_after_shift, min, max); _kernel = std::move(k); } @@ -97,7 +129,22 @@ void CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFloat::configure(const ICLTensor * info.gemmlowp_max_bound = max; auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ScaleByFloatKernel>(); - k->configure(input, bias, output, &info); + k->configure(CLKernelLibrary::get().get_compile_context(), input, bias, output, &info); + _kernel = std::move(k); +} + +void CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFloat::configure(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *bias, ICLTensor *output, + float multiplier, int offset, + int min, int max) +{ + GEMMLowpOutputStageInfo info = GEMMLowpOutputStageInfo(); + info.gemmlowp_offset = offset; + info.gemmlowp_real_multiplier = multiplier; + info.gemmlowp_min_bound = min; + info.gemmlowp_max_bound = max; + + auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ScaleByFloatKernel>(); + k->configure(compile_context, input, bias, output, &info); _kernel = std::move(k); } @@ -114,8 +161,15 @@ void CLGEMMLowpQuantizeDownInt32ToInt16ScaleByFixedPoint::configure(const ICLTen int result_fixedpoint_multiplier, int result_shift, int min, int max) { + configure(CLKernelLibrary::get().get_compile_context(), input, bias, output, result_fixedpoint_multiplier, result_shift, min, max); +} + +void CLGEMMLowpQuantizeDownInt32ToInt16ScaleByFixedPoint::configure(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *bias, ICLTensor *output, + int result_fixedpoint_multiplier, int result_shift, + int min, int max) +{ auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ToInt16ScaleByFixedPointKernel>(); - k->configure(input, bias, output, result_fixedpoint_multiplier, result_shift, min, max); + k->configure(compile_context, input, bias, output, result_fixedpoint_multiplier, result_shift, min, max); _kernel = std::move(k); } @@ -127,6 +181,11 @@ Status CLGEMMLowpQuantizeDownInt32ToInt16ScaleByFixedPoint::validate(const ITens void CLGEMMLowpOutputStage::configure(const ICLTensor *input, const ICLTensor *bias, ICLTensor *output, const GEMMLowpOutputStageInfo &info) { + configure(CLKernelLibrary::get().get_compile_context(), input, bias, output, info); +} + +void CLGEMMLowpOutputStage::configure(const CLCompileContext &compile_context, const ICLTensor *input, const ICLTensor *bias, ICLTensor *output, const GEMMLowpOutputStageInfo &info) +{ ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); switch(info.type) @@ -138,14 +197,14 @@ void CLGEMMLowpOutputStage::configure(const ICLTensor *input, const ICLTensor *b case DataType::QASYMM8: { auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPointKernel>(); - k->configure(input, bias, output, info.gemmlowp_multiplier, info.gemmlowp_shift, info.gemmlowp_offset, info.gemmlowp_min_bound, info.gemmlowp_max_bound); + k->configure(compile_context, input, bias, output, info.gemmlowp_multiplier, info.gemmlowp_shift, info.gemmlowp_offset, info.gemmlowp_min_bound, info.gemmlowp_max_bound); _kernel = std::move(k); break; } case DataType::QASYMM8_SIGNED: { auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ToInt8ScaleByFixedPointKernel>(); - k->configure(input, bias, output, info.gemmlowp_multiplier, info.gemmlowp_shift, info.gemmlowp_offset, info.gemmlowp_min_bound, info.gemmlowp_max_bound); + k->configure(compile_context, input, bias, output, info.gemmlowp_multiplier, info.gemmlowp_shift, info.gemmlowp_offset, info.gemmlowp_min_bound, info.gemmlowp_max_bound); _kernel = std::move(k); break; } @@ -164,14 +223,14 @@ void CLGEMMLowpOutputStage::configure(const ICLTensor *input, const ICLTensor *b case GEMMLowpOutputStageType::QUANTIZE_DOWN: { auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ScaleKernel>(); - k->configure(input, bias, output, &info); + k->configure(compile_context, input, bias, output, &info); _kernel = std::move(k); break; } case GEMMLowpOutputStageType::QUANTIZE_DOWN_FLOAT: { auto k = arm_compute::support::cpp14::make_unique<CLGEMMLowpQuantizeDownInt32ScaleByFloatKernel>(); - k->configure(input, bias, output, &info); + k->configure(compile_context, input, bias, output, &info); _kernel = std::move(k); break; } |