diff options
Diffstat (limited to 'src/cpu/kernels/add/generic/neon/impl.cpp')
| -rw-r--r-- | src/cpu/kernels/add/generic/neon/impl.cpp | 711 |
1 files changed, 388 insertions, 323 deletions
diff --git a/src/cpu/kernels/add/generic/neon/impl.cpp b/src/cpu/kernels/add/generic/neon/impl.cpp index 2dde13544a..34938cc4c4 100644 --- a/src/cpu/kernels/add/generic/neon/impl.cpp +++ b/src/cpu/kernels/add/generic/neon/impl.cpp @@ -23,8 +23,10 @@ */ #include "src/cpu/kernels/add/generic/neon/impl.h" + #include "arm_compute/core/Helpers.h" #include "arm_compute/core/utils/misc/Traits.h" + #include "src/core/NEON/wrapper/wrapper.h" namespace arm_compute { @@ -40,7 +42,10 @@ bool add_q8_neon_fixedpoint_possible(const ITensorInfo *src0, const ITensorInfo return add_sub_q8_neon_fixedpoint_possible(src0, src1, dst, true); } -bool add_sub_q8_neon_fixedpoint_possible(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst, bool is_addition) +bool add_sub_q8_neon_fixedpoint_possible(const ITensorInfo *src0, + const ITensorInfo *src1, + const ITensorInfo *dst, + bool is_addition) { const auto iq0 = src0->quantization_info().uniform(); const auto iq1 = src1->quantization_info().uniform(); @@ -49,7 +54,7 @@ bool add_sub_q8_neon_fixedpoint_possible(const ITensorInfo *src0, const ITensorI const auto scale0 = iq0.scale / oq.scale; const auto scale1 = iq1.scale / oq.scale; - if(scale0 < -15.f || scale0 > 15.f || scale1 < -15.f || scale1 > 15.f) + if (scale0 < -15.f || scale0 > 15.f || scale1 < -15.f || scale1 > 15.f) { // The scale factor cannot be stored as 5.11 signed fixed-point number. return false; @@ -57,9 +62,10 @@ bool add_sub_q8_neon_fixedpoint_possible(const ITensorInfo *src0, const ITensorI const auto offset = float(oq.offset) - scale0 * float(iq0.offset) - scale1 * float(iq1.offset); - const auto max_acc = is_addition ? ((std::abs(scale0) + std::abs(scale1)) * 256.f + std::abs(offset)) : ((std::abs(scale0) - std::abs(scale1)) * 256.f + std::abs(offset)); + const auto max_acc = is_addition ? ((std::abs(scale0) + std::abs(scale1)) * 256.f + std::abs(offset)) + : ((std::abs(scale0) - std::abs(scale1)) * 256.f + std::abs(offset)); - if(max_acc > 1048575.f) // 2^20 - 1 + if (max_acc > 1048575.f) // 2^20 - 1 { // It might not be possible to store the result as 21.11 signed fixed-point number. return false; @@ -69,13 +75,19 @@ bool add_sub_q8_neon_fixedpoint_possible(const ITensorInfo *src0, const ITensorI } template <typename ScalarType> -void add_q8_neon_fixedpoint(const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window) +void add_q8_neon_fixedpoint( + const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window) { add_sub_q8_neon_fixedpoint<ScalarType>(src0, src1, dst, policy, window, true /*is_addition*/); } template <typename ScalarType> -void add_sub_q8_neon_fixedpoint(const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window, bool is_addition) +void add_sub_q8_neon_fixedpoint(const ITensor *src0, + const ITensor *src1, + ITensor *dst, + const ConvertPolicy &policy, + const Window &window, + bool is_addition) { ARM_COMPUTE_UNUSED(policy); @@ -103,7 +115,7 @@ void add_sub_q8_neon_fixedpoint(const ITensor *src0, const ITensor *src1, ITenso const auto oq_info = dst->info()->quantization_info().uniform(); const auto in0_scale = iq0_info.scale / oq_info.scale; const auto in1_scale = is_addition ? (iq1_info.scale / oq_info.scale) : (-(iq1_info.scale / oq_info.scale)); - const auto offset = float(oq_info.offset) - in0_scale * float(iq0_info.offset) - in1_scale * float(iq1_info.offset); + const auto offset = float(oq_info.offset) - in0_scale * float(iq0_info.offset) - in1_scale * float(iq1_info.offset); constexpr float _2pow11 = 2048; const auto in0_scale_5p11 = static_cast<int16_t>(support::cpp11::lround(in0_scale * _2pow11)); @@ -112,7 +124,7 @@ void add_sub_q8_neon_fixedpoint(const ITensor *src0, const ITensor *src1, ITenso constexpr uint8_t shift_amount_remainder = 3; - if(is_broadcast_across_x) + if (is_broadcast_across_x) { // Prefix: a = non-broadcast, b = broadcast. @@ -138,68 +150,75 @@ void add_sub_q8_neon_fixedpoint(const ITensor *src0, const ITensor *src1, ITenso Iterator out_it(dst, win); execute_window_loop( - win, [&](const Coordinates &) - { - const auto a_ptr = reinterpret_cast<const ScalarType *>(a_input_it.ptr()); - const auto b_ptr = reinterpret_cast<const ScalarType *>(b_input_it.ptr()); - const auto out_ptr = reinterpret_cast<ScalarType *>(out_it.ptr()); - - const auto b_val = *b_ptr; - const auto b_scaled = b_scale * b_val; - const auto b_scaled_21p11 = static_cast<int32_t>(support::cpp11::lround(b_scaled * _2pow11)); - const auto b_scaled_offseted_21p11 = b_scaled_21p11 + offset_21p11; - const auto b_vscaled_offseted_21p11 = wrapper::vdup_n(b_scaled_offseted_21p11, wrapper::traits::vector_128_tag()); + win, + [&](const Coordinates &) + { + const auto a_ptr = reinterpret_cast<const ScalarType *>(a_input_it.ptr()); + const auto b_ptr = reinterpret_cast<const ScalarType *>(b_input_it.ptr()); + const auto out_ptr = reinterpret_cast<ScalarType *>(out_it.ptr()); + + const auto b_val = *b_ptr; + const auto b_scaled = b_scale * b_val; + const auto b_scaled_21p11 = static_cast<int32_t>(support::cpp11::lround(b_scaled * _2pow11)); + const auto b_scaled_offseted_21p11 = b_scaled_21p11 + offset_21p11; + const auto b_vscaled_offseted_21p11 = + wrapper::vdup_n(b_scaled_offseted_21p11, wrapper::traits::vector_128_tag()); #ifndef __aarch64__ - const auto b_scaled_offseted = b_scaled + offset; + const auto b_scaled_offseted = b_scaled + offset; #endif // __aarch64__ - int x = window_start_x; - - for(; x <= (window_end_x - window_step_x); x += window_step_x) - { - // Load the input. - const auto a_vin_8p0 = wrapper::vloadq(a_ptr + x); - - // Widen the non-broadcast elements to signed 16-bit regardless of the input signedness. - const auto a_vin_16p0_0 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgetlow(a_vin_8p0))); - const auto a_vin_16p0_1 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgethigh(a_vin_8p0))); - - // Multiply the non-broadcast elements by the scale factor, add the scaled broadcast elements and the offset. - // Widen and store the result in 32-bit integer. - const auto vout_21p11_00 = wrapper::vmlal(b_vscaled_offseted_21p11, wrapper::vgetlow(a_vin_16p0_0), a_vscale_5p11); - const auto vout_21p11_01 = wrapper::vmlal(b_vscaled_offseted_21p11, wrapper::vgethigh(a_vin_16p0_0), a_vscale_5p11); - const auto vout_21p11_10 = wrapper::vmlal(b_vscaled_offseted_21p11, wrapper::vgetlow(a_vin_16p0_1), a_vscale_5p11); - const auto vout_21p11_11 = wrapper::vmlal(b_vscaled_offseted_21p11, wrapper::vgethigh(a_vin_16p0_1), a_vscale_5p11); - - // Remove 3 bits of the fractional part, round, narrow to 16-bit and saturate the result. - const auto vout_8p8_0 = wrapper::vcombine( - wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_00), - wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_01)); - const auto vout_8p8_1 = wrapper::vcombine( - wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_10), - wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_11)); - - // Remove 8 bits of the fractional part, round, narrow to 8-bit and saturate the result. - const auto vout_8p0 = wrapper::vcombine( - wrapper::vqrshrn<8>(vout_8p8_0), - wrapper::vqrshrn<8>(vout_8p8_1)); - - // Store the result. - wrapper::vstore(out_ptr + x, vout_8p0); - } - - // Process the left-over elements. - for(; x < window_end_x; ++x) - { + int x = window_start_x; + + for (; x <= (window_end_x - window_step_x); x += window_step_x) + { + // Load the input. + const auto a_vin_8p0 = wrapper::vloadq(a_ptr + x); + + // Widen the non-broadcast elements to signed 16-bit regardless of the input signedness. + const auto a_vin_16p0_0 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgetlow(a_vin_8p0))); + const auto a_vin_16p0_1 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgethigh(a_vin_8p0))); + + // Multiply the non-broadcast elements by the scale factor, add the scaled broadcast elements and the offset. + // Widen and store the result in 32-bit integer. + const auto vout_21p11_00 = + wrapper::vmlal(b_vscaled_offseted_21p11, wrapper::vgetlow(a_vin_16p0_0), a_vscale_5p11); + const auto vout_21p11_01 = + wrapper::vmlal(b_vscaled_offseted_21p11, wrapper::vgethigh(a_vin_16p0_0), a_vscale_5p11); + const auto vout_21p11_10 = + wrapper::vmlal(b_vscaled_offseted_21p11, wrapper::vgetlow(a_vin_16p0_1), a_vscale_5p11); + const auto vout_21p11_11 = + wrapper::vmlal(b_vscaled_offseted_21p11, wrapper::vgethigh(a_vin_16p0_1), a_vscale_5p11); + + // Remove 3 bits of the fractional part, round, narrow to 16-bit and saturate the result. + const auto vout_8p8_0 = + wrapper::vcombine(wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_00), + wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_01)); + const auto vout_8p8_1 = + wrapper::vcombine(wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_10), + wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_11)); + + // Remove 8 bits of the fractional part, round, narrow to 8-bit and saturate the result. + const auto vout_8p0 = + wrapper::vcombine(wrapper::vqrshrn<8>(vout_8p8_0), wrapper::vqrshrn<8>(vout_8p8_1)); + + // Store the result. + wrapper::vstore(out_ptr + x, vout_8p0); + } + + // Process the left-over elements. + for (; x < window_end_x; ++x) + { #ifdef __aarch64__ - out_ptr[x] = wrapper::vqrshrn<8>(wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(int32_t(a_ptr[x]) * a_scale_5p11 + b_scaled_offseted_21p11)); + out_ptr[x] = wrapper::vqrshrn<8>(wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>( + int32_t(a_ptr[x]) * a_scale_5p11 + b_scaled_offseted_21p11)); #else // __aarch64__ - out_ptr[x] = utility::clamp<int, ScalarType>(support::cpp11::lround(float(a_ptr[x]) * a_scale + b_scaled_offseted)); + out_ptr[x] = utility::clamp<int, ScalarType>( + support::cpp11::lround(float(a_ptr[x]) * a_scale + b_scaled_offseted)); #endif // __aarch64__ - } - }, - b_input_it, a_input_it, out_it); + } + }, + b_input_it, a_input_it, out_it); } else { @@ -216,70 +235,85 @@ void add_sub_q8_neon_fixedpoint(const ITensor *src0, const ITensor *src1, ITenso Iterator out_it(dst, win); execute_window_loop( - win, [&](const Coordinates &) - { - const auto in0_ptr = reinterpret_cast<const ScalarType *>(in0_it.ptr()); - const auto in1_ptr = reinterpret_cast<const ScalarType *>(in1_it.ptr()); - const auto out_ptr = reinterpret_cast<ScalarType *>(out_it.ptr()); - - int x = window_start_x; - - for(; x <= (window_end_x - window_step_x); x += window_step_x) - { - // Load the inputs. - const auto vin0_8p0 = wrapper::vloadq(in0_ptr + x); - const auto vin1_8p0 = wrapper::vloadq(in1_ptr + x); - - // Widen the input elements to signed 16-bit regardless of the input signedness. - const auto vin0_16p0_0 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgetlow(vin0_8p0))); - const auto vin0_16p0_1 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgethigh(vin0_8p0))); - const auto vin1_16p0_0 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgetlow(vin1_8p0))); - const auto vin1_16p0_1 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgethigh(vin1_8p0))); - - // Multiply the input elements by the scale factor and add the offset. - // Widen and store the result in 32-bit integer. - const auto vscaled0_offseted_21p11_00 = wrapper::vmlal(voffset_21p11, wrapper::vgetlow(vin0_16p0_0), vscale0_5p11); - const auto vscaled0_offseted_21p11_01 = wrapper::vmlal(voffset_21p11, wrapper::vgethigh(vin0_16p0_0), vscale0_5p11); - const auto vscaled0_offseted_21p11_10 = wrapper::vmlal(voffset_21p11, wrapper::vgetlow(vin0_16p0_1), vscale0_5p11); - const auto vscaled0_offseted_21p11_11 = wrapper::vmlal(voffset_21p11, wrapper::vgethigh(vin0_16p0_1), vscale0_5p11); - - const auto vout_21p11_00 = wrapper::vmlal(vscaled0_offseted_21p11_00, wrapper::vgetlow(vin1_16p0_0), vscale1_5p11); - const auto vout_21p11_01 = wrapper::vmlal(vscaled0_offseted_21p11_01, wrapper::vgethigh(vin1_16p0_0), vscale1_5p11); - const auto vout_21p11_10 = wrapper::vmlal(vscaled0_offseted_21p11_10, wrapper::vgetlow(vin1_16p0_1), vscale1_5p11); - const auto vout_21p11_11 = wrapper::vmlal(vscaled0_offseted_21p11_11, wrapper::vgethigh(vin1_16p0_1), vscale1_5p11); - - // Remove 3 bits of the fractional part, round, narrow to 16-bit and saturate the result. - const auto vout_8p8_0 = wrapper::vcombine( - wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_00), - wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_01)); - const auto vout_8p8_1 = wrapper::vcombine( - wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_10), - wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_11)); - - // Remove 8 bits of the fractional part, round, narrow to 8-bit and saturate the result. - const auto vout_8p0 = wrapper::vcombine( - wrapper::vqrshrn<8>(vout_8p8_0), - wrapper::vqrshrn<8>(vout_8p8_1)); - - // Store the result. - wrapper::vstore(out_ptr + x, vout_8p0); - } - - // Process the left-over elements. - for(; x < window_end_x; ++x) + win, + [&](const Coordinates &) { + const auto in0_ptr = reinterpret_cast<const ScalarType *>(in0_it.ptr()); + const auto in1_ptr = reinterpret_cast<const ScalarType *>(in1_it.ptr()); + const auto out_ptr = reinterpret_cast<ScalarType *>(out_it.ptr()); + + int x = window_start_x; + + for (; x <= (window_end_x - window_step_x); x += window_step_x) + { + // Load the inputs. + const auto vin0_8p0 = wrapper::vloadq(in0_ptr + x); + const auto vin1_8p0 = wrapper::vloadq(in1_ptr + x); + + // Widen the input elements to signed 16-bit regardless of the input signedness. + const auto vin0_16p0_0 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgetlow(vin0_8p0))); + const auto vin0_16p0_1 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgethigh(vin0_8p0))); + const auto vin1_16p0_0 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgetlow(vin1_8p0))); + const auto vin1_16p0_1 = wrapper::vreinterpret(wrapper::vmovl(wrapper::vgethigh(vin1_8p0))); + + // Multiply the input elements by the scale factor and add the offset. + // Widen and store the result in 32-bit integer. + const auto vscaled0_offseted_21p11_00 = + wrapper::vmlal(voffset_21p11, wrapper::vgetlow(vin0_16p0_0), vscale0_5p11); + const auto vscaled0_offseted_21p11_01 = + wrapper::vmlal(voffset_21p11, wrapper::vgethigh(vin0_16p0_0), vscale0_5p11); + const auto vscaled0_offseted_21p11_10 = + wrapper::vmlal(voffset_21p11, wrapper::vgetlow(vin0_16p0_1), vscale0_5p11); + const auto vscaled0_offseted_21p11_11 = + wrapper::vmlal(voffset_21p11, wrapper::vgethigh(vin0_16p0_1), vscale0_5p11); + + const auto vout_21p11_00 = + wrapper::vmlal(vscaled0_offseted_21p11_00, wrapper::vgetlow(vin1_16p0_0), vscale1_5p11); + const auto vout_21p11_01 = + wrapper::vmlal(vscaled0_offseted_21p11_01, wrapper::vgethigh(vin1_16p0_0), vscale1_5p11); + const auto vout_21p11_10 = + wrapper::vmlal(vscaled0_offseted_21p11_10, wrapper::vgetlow(vin1_16p0_1), vscale1_5p11); + const auto vout_21p11_11 = + wrapper::vmlal(vscaled0_offseted_21p11_11, wrapper::vgethigh(vin1_16p0_1), vscale1_5p11); + + // Remove 3 bits of the fractional part, round, narrow to 16-bit and saturate the result. + const auto vout_8p8_0 = + wrapper::vcombine(wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_00), + wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_01)); + const auto vout_8p8_1 = + wrapper::vcombine(wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_10), + wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(vout_21p11_11)); + + // Remove 8 bits of the fractional part, round, narrow to 8-bit and saturate the result. + const auto vout_8p0 = + wrapper::vcombine(wrapper::vqrshrn<8>(vout_8p8_0), wrapper::vqrshrn<8>(vout_8p8_1)); + + // Store the result. + wrapper::vstore(out_ptr + x, vout_8p0); + } + + // Process the left-over elements. + for (; x < window_end_x; ++x) + { #ifdef __aarch64__ - out_ptr[x] = wrapper::vqrshrn<8>(wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>(int32_t(in0_ptr[x]) * in0_scale_5p11 + int32_t(in1_ptr[x]) * in1_scale_5p11 + offset_21p11)); + out_ptr[x] = wrapper::vqrshrn<8>(wrapper::vqrshrn_ex<shift_amount_remainder, ScalarType>( + int32_t(in0_ptr[x]) * in0_scale_5p11 + int32_t(in1_ptr[x]) * in1_scale_5p11 + offset_21p11)); #else // __aarch64__ - out_ptr[x] = utility::clamp<int, ScalarType>(support::cpp11::lround(float(in0_ptr[x]) * in0_scale + float(in1_ptr[x]) * in1_scale + offset)); + out_ptr[x] = utility::clamp<int, ScalarType>( + support::cpp11::lround(float(in0_ptr[x]) * in0_scale + float(in1_ptr[x]) * in1_scale + offset)); #endif // __aarch64__ - } - }, - in0_it, in1_it, out_it); + } + }, + in0_it, in1_it, out_it); } } -void add_sub_qasymm8_neon(const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window, bool is_addition) +void add_sub_qasymm8_neon(const ITensor *src0, + const ITensor *src1, + ITensor *dst, + const ConvertPolicy &policy, + const Window &window, + bool is_addition) { ARM_COMPUTE_UNUSED(policy); @@ -304,7 +338,7 @@ void add_sub_qasymm8_neon(const ITensor *src0, const ITensor *src1, ITensor *dst const auto scale2 = is_addition ? (iq2_info.scale / oq_info.scale) : (-(iq2_info.scale / oq_info.scale)); const auto offset = float(oq_info.offset) - scale1 * float(iq1_info.offset) - scale2 * float(iq2_info.offset); - if(is_broadcast_across_x) + if (is_broadcast_across_x) { const bool is_broadcast_input_2 = input2_win.x().step() == 0; Window broadcast_win = is_broadcast_input_2 ? input2_win : input1_win; @@ -324,63 +358,64 @@ void add_sub_qasymm8_neon(const ITensor *src0, const ITensor *src1, ITensor *dst Iterator output(dst, win); execute_window_loop( - win, [&](const Coordinates &) - { - const auto non_broadcast_input_ptr = non_broadcast_input.ptr(); - const auto output_ptr = output.ptr(); - - const auto broadcast_value = *broadcast_input.ptr(); - const auto bf = vdupq_n_f32(float(broadcast_value) * scale2 + offset); - const auto bfs = float(broadcast_value) * bf_scale + offset; - - // Compute S elements per iteration - int x = window_start_x; - for(; x <= (window_end_x - window_step_x); x += window_step_x) + win, + [&](const Coordinates &) { - const uint8x16_t a = vld1q_u8(non_broadcast_input_ptr + x); + const auto non_broadcast_input_ptr = non_broadcast_input.ptr(); + const auto output_ptr = output.ptr(); + + const auto broadcast_value = *broadcast_input.ptr(); + const auto bf = vdupq_n_f32(float(broadcast_value) * scale2 + offset); + const auto bfs = float(broadcast_value) * bf_scale + offset; - const auto a_u16_0 = vmovl_u8(vget_low_u8(a)); - const auto a_u16_1 = vmovl_u8(vget_high_u8(a)); + // Compute S elements per iteration + int x = window_start_x; + for (; x <= (window_end_x - window_step_x); x += window_step_x) + { + const uint8x16_t a = vld1q_u8(non_broadcast_input_ptr + x); - const auto af_0 = vmlaq_f32(bf, vcvtq_f32_u32(vmovl_u16(vget_low_u16(a_u16_0))), vscale1); - const auto af_1 = vmlaq_f32(bf, vcvtq_f32_u32(vmovl_u16(vget_high_u16(a_u16_0))), vscale1); - const auto af_2 = vmlaq_f32(bf, vcvtq_f32_u32(vmovl_u16(vget_low_u16(a_u16_1))), vscale1); - const auto af_3 = vmlaq_f32(bf, vcvtq_f32_u32(vmovl_u16(vget_high_u16(a_u16_1))), vscale1); + const auto a_u16_0 = vmovl_u8(vget_low_u8(a)); + const auto a_u16_1 = vmovl_u8(vget_high_u8(a)); - int32x4_t rf_0{}; - int32x4_t rf_1{}; - int32x4_t rf_2{}; - int32x4_t rf_3{}; + const auto af_0 = vmlaq_f32(bf, vcvtq_f32_u32(vmovl_u16(vget_low_u16(a_u16_0))), vscale1); + const auto af_1 = vmlaq_f32(bf, vcvtq_f32_u32(vmovl_u16(vget_high_u16(a_u16_0))), vscale1); + const auto af_2 = vmlaq_f32(bf, vcvtq_f32_u32(vmovl_u16(vget_low_u16(a_u16_1))), vscale1); + const auto af_3 = vmlaq_f32(bf, vcvtq_f32_u32(vmovl_u16(vget_high_u16(a_u16_1))), vscale1); + + int32x4_t rf_0{}; + int32x4_t rf_1{}; + int32x4_t rf_2{}; + int32x4_t rf_3{}; #ifdef __aarch64__ - rf_0 = vcvtnq_s32_f32(af_0); - rf_1 = vcvtnq_s32_f32(af_1); - rf_2 = vcvtnq_s32_f32(af_2); - rf_3 = vcvtnq_s32_f32(af_3); + rf_0 = vcvtnq_s32_f32(af_0); + rf_1 = vcvtnq_s32_f32(af_1); + rf_2 = vcvtnq_s32_f32(af_2); + rf_3 = vcvtnq_s32_f32(af_3); #else //__aarch64__ - rf_0 = vcvtq_s32_f32(af_0); - rf_1 = vcvtq_s32_f32(af_1); - rf_2 = vcvtq_s32_f32(af_2); - rf_3 = vcvtq_s32_f32(af_3); + rf_0 = vcvtq_s32_f32(af_0); + rf_1 = vcvtq_s32_f32(af_1); + rf_2 = vcvtq_s32_f32(af_2); + rf_3 = vcvtq_s32_f32(af_3); #endif //__aarch64__ - const uint8x8_t pa = vqmovun_s16(vcombine_s16(vqmovn_s32(rf_0), vqmovn_s32(rf_1))); - const uint8x8_t pb = vqmovun_s16(vcombine_s16(vqmovn_s32(rf_2), vqmovn_s32(rf_3))); - vst1q_u8(output_ptr + x, vcombine_u8(pa, pb)); - } + const uint8x8_t pa = vqmovun_s16(vcombine_s16(vqmovn_s32(rf_0), vqmovn_s32(rf_1))); + const uint8x8_t pb = vqmovun_s16(vcombine_s16(vqmovn_s32(rf_2), vqmovn_s32(rf_3))); + vst1q_u8(output_ptr + x, vcombine_u8(pa, pb)); + } - // Compute left-over elements - for(; x < window_end_x; ++x) - { - const auto result = float(non_broadcast_input_ptr[x]) * af_scale + bfs; + // Compute left-over elements + for (; x < window_end_x; ++x) + { + const auto result = float(non_broadcast_input_ptr[x]) * af_scale + bfs; #ifdef __aarch64__ - output_ptr[x] = utility::clamp<int, uint8_t>(support::cpp11::lround(result)); + output_ptr[x] = utility::clamp<int, uint8_t>(support::cpp11::lround(result)); #else // __aarch64__ - output_ptr[x] = utility::clamp<int, uint8_t>(support::cpp11::trunc(result)); + output_ptr[x] = utility::clamp<int, uint8_t>(support::cpp11::trunc(result)); #endif // __aarch64__ - } - }, - broadcast_input, non_broadcast_input, output); + } + }, + broadcast_input, non_broadcast_input, output); } else { @@ -397,72 +432,78 @@ void add_sub_qasymm8_neon(const ITensor *src0, const ITensor *src1, ITensor *dst const auto voffset = vdupq_n_f32(offset); execute_window_loop( - win, [&](const Coordinates &) - { - const auto input1_ptr = input1.ptr(); - const auto input2_ptr = input2.ptr(); - const auto output_ptr = output.ptr(); - - // Compute S elements per iteration - int x = window_start_x; - for(; x <= (window_end_x - window_step_x); x += window_step_x) + win, + [&](const Coordinates &) { - const uint8x16_t a = vld1q_u8(input1_ptr + x); - const uint8x16_t b = vld1q_u8(input2_ptr + x); - - const auto a_u16_0 = vmovl_u8(vget_low_u8(a)); - const auto a_u16_1 = vmovl_u8(vget_high_u8(a)); - const auto b_u16_0 = vmovl_u8(vget_low_u8(b)); - const auto b_u16_1 = vmovl_u8(vget_high_u8(b)); - - const auto af_0 = vmlaq_f32(voffset, vcvtq_f32_u32(vmovl_u16(vget_low_u16(a_u16_0))), vscale1); - const auto af_1 = vmlaq_f32(voffset, vcvtq_f32_u32(vmovl_u16(vget_high_u16(a_u16_0))), vscale1); - const auto af_2 = vmlaq_f32(voffset, vcvtq_f32_u32(vmovl_u16(vget_low_u16(a_u16_1))), vscale1); - const auto af_3 = vmlaq_f32(voffset, vcvtq_f32_u32(vmovl_u16(vget_high_u16(a_u16_1))), vscale1); - - const auto bf_0 = vmlaq_f32(af_0, vcvtq_f32_u32(vmovl_u16(vget_low_u16(b_u16_0))), vscale2); - const auto bf_1 = vmlaq_f32(af_1, vcvtq_f32_u32(vmovl_u16(vget_high_u16(b_u16_0))), vscale2); - const auto bf_2 = vmlaq_f32(af_2, vcvtq_f32_u32(vmovl_u16(vget_low_u16(b_u16_1))), vscale2); - const auto bf_3 = vmlaq_f32(af_3, vcvtq_f32_u32(vmovl_u16(vget_high_u16(b_u16_1))), vscale2); - - int32x4_t rf_0{}; - int32x4_t rf_1{}; - int32x4_t rf_2{}; - int32x4_t rf_3{}; + const auto input1_ptr = input1.ptr(); + const auto input2_ptr = input2.ptr(); + const auto output_ptr = output.ptr(); + + // Compute S elements per iteration + int x = window_start_x; + for (; x <= (window_end_x - window_step_x); x += window_step_x) + { + const uint8x16_t a = vld1q_u8(input1_ptr + x); + const uint8x16_t b = vld1q_u8(input2_ptr + x); + + const auto a_u16_0 = vmovl_u8(vget_low_u8(a)); + const auto a_u16_1 = vmovl_u8(vget_high_u8(a)); + const auto b_u16_0 = vmovl_u8(vget_low_u8(b)); + const auto b_u16_1 = vmovl_u8(vget_high_u8(b)); + + const auto af_0 = vmlaq_f32(voffset, vcvtq_f32_u32(vmovl_u16(vget_low_u16(a_u16_0))), vscale1); + const auto af_1 = vmlaq_f32(voffset, vcvtq_f32_u32(vmovl_u16(vget_high_u16(a_u16_0))), vscale1); + const auto af_2 = vmlaq_f32(voffset, vcvtq_f32_u32(vmovl_u16(vget_low_u16(a_u16_1))), vscale1); + const auto af_3 = vmlaq_f32(voffset, vcvtq_f32_u32(vmovl_u16(vget_high_u16(a_u16_1))), vscale1); + + const auto bf_0 = vmlaq_f32(af_0, vcvtq_f32_u32(vmovl_u16(vget_low_u16(b_u16_0))), vscale2); + const auto bf_1 = vmlaq_f32(af_1, vcvtq_f32_u32(vmovl_u16(vget_high_u16(b_u16_0))), vscale2); + const auto bf_2 = vmlaq_f32(af_2, vcvtq_f32_u32(vmovl_u16(vget_low_u16(b_u16_1))), vscale2); + const auto bf_3 = vmlaq_f32(af_3, vcvtq_f32_u32(vmovl_u16(vget_high_u16(b_u16_1))), vscale2); + + int32x4_t rf_0{}; + int32x4_t rf_1{}; + int32x4_t rf_2{}; + int32x4_t rf_3{}; #ifdef __aarch64__ - rf_0 = vcvtnq_s32_f32(bf_0); - rf_1 = vcvtnq_s32_f32(bf_1); - rf_2 = vcvtnq_s32_f32(bf_2); - rf_3 = vcvtnq_s32_f32(bf_3); + rf_0 = vcvtnq_s32_f32(bf_0); + rf_1 = vcvtnq_s32_f32(bf_1); + rf_2 = vcvtnq_s32_f32(bf_2); + rf_3 = vcvtnq_s32_f32(bf_3); #else //__aarch64__ - rf_0 = vcvtq_s32_f32(bf_0); - rf_1 = vcvtq_s32_f32(bf_1); - rf_2 = vcvtq_s32_f32(bf_2); - rf_3 = vcvtq_s32_f32(bf_3); + rf_0 = vcvtq_s32_f32(bf_0); + rf_1 = vcvtq_s32_f32(bf_1); + rf_2 = vcvtq_s32_f32(bf_2); + rf_3 = vcvtq_s32_f32(bf_3); #endif //__aarch64__ - const uint8x8_t pa = vqmovun_s16(vcombine_s16(vqmovn_s32(rf_0), vqmovn_s32(rf_1))); - const uint8x8_t pb = vqmovun_s16(vcombine_s16(vqmovn_s32(rf_2), vqmovn_s32(rf_3))); - vst1q_u8(output_ptr + x, vcombine_u8(pa, pb)); - } + const uint8x8_t pa = vqmovun_s16(vcombine_s16(vqmovn_s32(rf_0), vqmovn_s32(rf_1))); + const uint8x8_t pb = vqmovun_s16(vcombine_s16(vqmovn_s32(rf_2), vqmovn_s32(rf_3))); + vst1q_u8(output_ptr + x, vcombine_u8(pa, pb)); + } - // Compute left-over elements - for(; x < window_end_x; ++x) - { - const auto result = float(input1_ptr[x]) * scale1 + float(input2_ptr[x]) * scale2 + offset; + // Compute left-over elements + for (; x < window_end_x; ++x) + { + const auto result = float(input1_ptr[x]) * scale1 + float(input2_ptr[x]) * scale2 + offset; #ifdef __aarch64__ - output_ptr[x] = utility::clamp<int, uint8_t>(support::cpp11::lround(result)); + output_ptr[x] = utility::clamp<int, uint8_t>(support::cpp11::lround(result)); #else // __aarch64__ - output_ptr[x] = utility::clamp<int, uint8_t>(support::cpp11::trunc(result)); + output_ptr[x] = utility::clamp<int, uint8_t>(support::cpp11::trunc(result)); #endif // __aarch64__ - } - }, - input1, input2, output); + } + }, + input1, input2, output); } } -void add_sub_qasymm8_signed_neon(const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window, bool is_addition) +void add_sub_qasymm8_signed_neon(const ITensor *src0, + const ITensor *src1, + ITensor *dst, + const ConvertPolicy &policy, + const Window &window, + bool is_addition) { ARM_COMPUTE_UNUSED(policy); @@ -487,7 +528,7 @@ void add_sub_qasymm8_signed_neon(const ITensor *src0, const ITensor *src1, ITens const auto scale2 = is_addition ? (iq2_info.scale / oq_info.scale) : (-(iq2_info.scale / oq_info.scale)); const auto offset = float(oq_info.offset) - scale1 * float(iq1_info.offset) - scale2 * float(iq2_info.offset); - if(is_broadcast_across_x) + if (is_broadcast_across_x) { const bool is_broadcast_input_2 = input2_win.x().step() == 0; Window broadcast_win = is_broadcast_input_2 ? input2_win : input1_win; @@ -507,63 +548,64 @@ void add_sub_qasymm8_signed_neon(const ITensor *src0, const ITensor *src1, ITens Iterator output(dst, win); execute_window_loop( - win, [&](const Coordinates &) - { - const auto non_broadcast_input_ptr = reinterpret_cast<const int8_t *>(non_broadcast_input.ptr()); - const auto output_ptr = reinterpret_cast<int8_t *>(output.ptr()); - - const auto broadcast_value = *reinterpret_cast<const int8_t *>(broadcast_input.ptr()); - const auto bf = vdupq_n_f32(float(broadcast_value) * scale2 + offset); - const auto bfs = float(broadcast_value) * bf_scale + offset; - - // Compute S elements per iteration - int x = window_start_x; - for(; x <= (window_end_x - window_step_x); x += window_step_x) + win, + [&](const Coordinates &) { - const int8x16_t a = vld1q_s8(non_broadcast_input_ptr + x); + const auto non_broadcast_input_ptr = reinterpret_cast<const int8_t *>(non_broadcast_input.ptr()); + const auto output_ptr = reinterpret_cast<int8_t *>(output.ptr()); - const auto a_s16_0 = vmovl_s8(vget_low_s8(a)); - const auto a_s16_1 = vmovl_s8(vget_high_s8(a)); + const auto broadcast_value = *reinterpret_cast<const int8_t *>(broadcast_input.ptr()); + const auto bf = vdupq_n_f32(float(broadcast_value) * scale2 + offset); + const auto bfs = float(broadcast_value) * bf_scale + offset; - const auto af_0 = vmlaq_f32(bf, vcvtq_f32_s32(vmovl_s16(vget_low_s16(a_s16_0))), vscale1); - const auto af_1 = vmlaq_f32(bf, vcvtq_f32_s32(vmovl_s16(vget_high_s16(a_s16_0))), vscale1); - const auto af_2 = vmlaq_f32(bf, vcvtq_f32_s32(vmovl_s16(vget_low_s16(a_s16_1))), vscale1); - const auto af_3 = vmlaq_f32(bf, vcvtq_f32_s32(vmovl_s16(vget_high_s16(a_s16_1))), vscale1); + // Compute S elements per iteration + int x = window_start_x; + for (; x <= (window_end_x - window_step_x); x += window_step_x) + { + const int8x16_t a = vld1q_s8(non_broadcast_input_ptr + x); - int32x4_t rf_0{}; - int32x4_t rf_1{}; - int32x4_t rf_2{}; - int32x4_t rf_3{}; + const auto a_s16_0 = vmovl_s8(vget_low_s8(a)); + const auto a_s16_1 = vmovl_s8(vget_high_s8(a)); + + const auto af_0 = vmlaq_f32(bf, vcvtq_f32_s32(vmovl_s16(vget_low_s16(a_s16_0))), vscale1); + const auto af_1 = vmlaq_f32(bf, vcvtq_f32_s32(vmovl_s16(vget_high_s16(a_s16_0))), vscale1); + const auto af_2 = vmlaq_f32(bf, vcvtq_f32_s32(vmovl_s16(vget_low_s16(a_s16_1))), vscale1); + const auto af_3 = vmlaq_f32(bf, vcvtq_f32_s32(vmovl_s16(vget_high_s16(a_s16_1))), vscale1); + + int32x4_t rf_0{}; + int32x4_t rf_1{}; + int32x4_t rf_2{}; + int32x4_t rf_3{}; #ifdef __aarch64__ - rf_0 = vcvtnq_s32_f32(af_0); - rf_1 = vcvtnq_s32_f32(af_1); - rf_2 = vcvtnq_s32_f32(af_2); - rf_3 = vcvtnq_s32_f32(af_3); + rf_0 = vcvtnq_s32_f32(af_0); + rf_1 = vcvtnq_s32_f32(af_1); + rf_2 = vcvtnq_s32_f32(af_2); + rf_3 = vcvtnq_s32_f32(af_3); #else //__aarch64__ - rf_0 = vcvtq_s32_f32(af_0); - rf_1 = vcvtq_s32_f32(af_1); - rf_2 = vcvtq_s32_f32(af_2); - rf_3 = vcvtq_s32_f32(af_3); + rf_0 = vcvtq_s32_f32(af_0); + rf_1 = vcvtq_s32_f32(af_1); + rf_2 = vcvtq_s32_f32(af_2); + rf_3 = vcvtq_s32_f32(af_3); #endif //__aarch64__ - const int8x8_t pa = vqmovn_s16(vcombine_s16(vqmovn_s32(rf_0), vqmovn_s32(rf_1))); - const int8x8_t pb = vqmovn_s16(vcombine_s16(vqmovn_s32(rf_2), vqmovn_s32(rf_3))); - vst1q_s8(output_ptr + x, vcombine_s8(pa, pb)); - } + const int8x8_t pa = vqmovn_s16(vcombine_s16(vqmovn_s32(rf_0), vqmovn_s32(rf_1))); + const int8x8_t pb = vqmovn_s16(vcombine_s16(vqmovn_s32(rf_2), vqmovn_s32(rf_3))); + vst1q_s8(output_ptr + x, vcombine_s8(pa, pb)); + } - // Compute left-over elements - for(; x < window_end_x; ++x) - { - const auto result = float(non_broadcast_input_ptr[x]) * af_scale + bfs; + // Compute left-over elements + for (; x < window_end_x; ++x) + { + const auto result = float(non_broadcast_input_ptr[x]) * af_scale + bfs; #ifdef __aarch64__ - output_ptr[x] = utility::clamp<int, int8_t>(support::cpp11::lround(result)); + output_ptr[x] = utility::clamp<int, int8_t>(support::cpp11::lround(result)); #else // __aarch64__ - output_ptr[x] = utility::clamp<int, int8_t>(support::cpp11::trunc(result)); + output_ptr[x] = utility::clamp<int, int8_t>(support::cpp11::trunc(result)); #endif // __aarch64__ - } - }, - broadcast_input, non_broadcast_input, output); + } + }, + broadcast_input, non_broadcast_input, output); } else { @@ -580,79 +622,102 @@ void add_sub_qasymm8_signed_neon(const ITensor *src0, const ITensor *src1, ITens const auto voffset = vdupq_n_f32(offset); execute_window_loop( - win, [&](const Coordinates &) - { - const auto input1_ptr = reinterpret_cast<const int8_t *>(input1.ptr()); - const auto input2_ptr = reinterpret_cast<const int8_t *>(input2.ptr()); - const auto output_ptr = reinterpret_cast<int8_t *>(output.ptr()); - - // Compute S elements per iteration - int x = window_start_x; - for(; x <= (window_end_x - window_step_x); x += window_step_x) + win, + [&](const Coordinates &) { - const int8x16_t a = vld1q_s8(input1_ptr + x); - const int8x16_t b = vld1q_s8(input2_ptr + x); - - const auto a_s16_0 = vmovl_s8(vget_low_s8(a)); - const auto a_s16_1 = vmovl_s8(vget_high_s8(a)); - const auto b_s16_0 = vmovl_s8(vget_low_s8(b)); - const auto b_s16_1 = vmovl_s8(vget_high_s8(b)); - - const auto af_0 = vmlaq_f32(voffset, vcvtq_f32_s32(vmovl_s16(vget_low_s16(a_s16_0))), vscale1); - const auto af_1 = vmlaq_f32(voffset, vcvtq_f32_s32(vmovl_s16(vget_high_s16(a_s16_0))), vscale1); - const auto af_2 = vmlaq_f32(voffset, vcvtq_f32_s32(vmovl_s16(vget_low_s16(a_s16_1))), vscale1); - const auto af_3 = vmlaq_f32(voffset, vcvtq_f32_s32(vmovl_s16(vget_high_s16(a_s16_1))), vscale1); - - const auto bf_0 = vmlaq_f32(af_0, vcvtq_f32_s32(vmovl_s16(vget_low_s16(b_s16_0))), vscale2); - const auto bf_1 = vmlaq_f32(af_1, vcvtq_f32_s32(vmovl_s16(vget_high_s16(b_s16_0))), vscale2); - const auto bf_2 = vmlaq_f32(af_2, vcvtq_f32_s32(vmovl_s16(vget_low_s16(b_s16_1))), vscale2); - const auto bf_3 = vmlaq_f32(af_3, vcvtq_f32_s32(vmovl_s16(vget_high_s16(b_s16_1))), vscale2); - - int32x4_t rf_0{}; - int32x4_t rf_1{}; - int32x4_t rf_2{}; - int32x4_t rf_3{}; + const auto input1_ptr = reinterpret_cast<const int8_t *>(input1.ptr()); + const auto input2_ptr = reinterpret_cast<const int8_t *>(input2.ptr()); + const auto output_ptr = reinterpret_cast<int8_t *>(output.ptr()); + + // Compute S elements per iteration + int x = window_start_x; + for (; x <= (window_end_x - window_step_x); x += window_step_x) + { + const int8x16_t a = vld1q_s8(input1_ptr + x); + const int8x16_t b = vld1q_s8(input2_ptr + x); + + const auto a_s16_0 = vmovl_s8(vget_low_s8(a)); + const auto a_s16_1 = vmovl_s8(vget_high_s8(a)); + const auto b_s16_0 = vmovl_s8(vget_low_s8(b)); + const auto b_s16_1 = vmovl_s8(vget_high_s8(b)); + + const auto af_0 = vmlaq_f32(voffset, vcvtq_f32_s32(vmovl_s16(vget_low_s16(a_s16_0))), vscale1); + const auto af_1 = vmlaq_f32(voffset, vcvtq_f32_s32(vmovl_s16(vget_high_s16(a_s16_0))), vscale1); + const auto af_2 = vmlaq_f32(voffset, vcvtq_f32_s32(vmovl_s16(vget_low_s16(a_s16_1))), vscale1); + const auto af_3 = vmlaq_f32(voffset, vcvtq_f32_s32(vmovl_s16(vget_high_s16(a_s16_1))), vscale1); + + const auto bf_0 = vmlaq_f32(af_0, vcvtq_f32_s32(vmovl_s16(vget_low_s16(b_s16_0))), vscale2); + const auto bf_1 = vmlaq_f32(af_1, vcvtq_f32_s32(vmovl_s16(vget_high_s16(b_s16_0))), vscale2); + const auto bf_2 = vmlaq_f32(af_2, vcvtq_f32_s32(vmovl_s16(vget_low_s16(b_s16_1))), vscale2); + const auto bf_3 = vmlaq_f32(af_3, vcvtq_f32_s32(vmovl_s16(vget_high_s16(b_s16_1))), vscale2); + + int32x4_t rf_0{}; + int32x4_t rf_1{}; + int32x4_t rf_2{}; + int32x4_t rf_3{}; #ifdef __aarch64__ - rf_0 = vcvtnq_s32_f32(bf_0); - rf_1 = vcvtnq_s32_f32(bf_1); - rf_2 = vcvtnq_s32_f32(bf_2); - rf_3 = vcvtnq_s32_f32(bf_3); + rf_0 = vcvtnq_s32_f32(bf_0); + rf_1 = vcvtnq_s32_f32(bf_1); + rf_2 = vcvtnq_s32_f32(bf_2); + rf_3 = vcvtnq_s32_f32(bf_3); #else //__aarch64__ - rf_0 = vcvtq_s32_f32(bf_0); - rf_1 = vcvtq_s32_f32(bf_1); - rf_2 = vcvtq_s32_f32(bf_2); - rf_3 = vcvtq_s32_f32(bf_3); + rf_0 = vcvtq_s32_f32(bf_0); + rf_1 = vcvtq_s32_f32(bf_1); + rf_2 = vcvtq_s32_f32(bf_2); + rf_3 = vcvtq_s32_f32(bf_3); #endif //__aarch64__ - const int8x8_t pa = vqmovn_s16(vcombine_s16(vqmovn_s32(rf_0), vqmovn_s32(rf_1))); - const int8x8_t pb = vqmovn_s16(vcombine_s16(vqmovn_s32(rf_2), vqmovn_s32(rf_3))); - vst1q_s8(output_ptr + x, vcombine_s8(pa, pb)); - } + const int8x8_t pa = vqmovn_s16(vcombine_s16(vqmovn_s32(rf_0), vqmovn_s32(rf_1))); + const int8x8_t pb = vqmovn_s16(vcombine_s16(vqmovn_s32(rf_2), vqmovn_s32(rf_3))); + vst1q_s8(output_ptr + x, vcombine_s8(pa, pb)); + } - // Compute left-over elements - for(; x < window_end_x; ++x) - { - const auto result = float(input1_ptr[x]) * scale1 + float(input2_ptr[x]) * scale2 + offset; + // Compute left-over elements + for (; x < window_end_x; ++x) + { + const auto result = float(input1_ptr[x]) * scale1 + float(input2_ptr[x]) * scale2 + offset; #ifdef __aarch64__ - output_ptr[x] = utility::clamp<int, int8_t>(support::cpp11::lround(result)); + output_ptr[x] = utility::clamp<int, int8_t>(support::cpp11::lround(result)); #else // __aarch64__ - output_ptr[x] = utility::clamp<int, int8_t>(support::cpp11::trunc(result)); + output_ptr[x] = utility::clamp<int, int8_t>(support::cpp11::trunc(result)); #endif // __aarch64__ - } - }, - input1, input2, output); + } + }, + input1, input2, output); } } -template void add_q8_neon_fixedpoint<int8_t>(const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window); -template void add_q8_neon_fixedpoint<uint8_t>(const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window); - -template void add_sub_q8_neon_fixedpoint<int8_t>(const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window, bool is_addition); -template void add_sub_q8_neon_fixedpoint<uint8_t>(const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window, bool is_addition); - -void add_sub_qasymm8_neon(const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window, bool is_addition); -void add_sub_qasymm8_signed_neon(const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window, bool is_addition); +template void add_q8_neon_fixedpoint<int8_t>( + const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window); +template void add_q8_neon_fixedpoint<uint8_t>( + const ITensor *src0, const ITensor *src1, ITensor *dst, const ConvertPolicy &policy, const Window &window); + +template void add_sub_q8_neon_fixedpoint<int8_t>(const ITensor *src0, + const ITensor *src1, + ITensor *dst, + const ConvertPolicy &policy, + const Window &window, + bool is_addition); +template void add_sub_q8_neon_fixedpoint<uint8_t>(const ITensor *src0, + const ITensor *src1, + ITensor *dst, + const ConvertPolicy &policy, + const Window &window, + bool is_addition); + +void add_sub_qasymm8_neon(const ITensor *src0, + const ITensor *src1, + ITensor *dst, + const ConvertPolicy &policy, + const Window &window, + bool is_addition); +void add_sub_qasymm8_signed_neon(const ITensor *src0, + const ITensor *src1, + ITensor *dst, + const ConvertPolicy &policy, + const Window &window, + bool is_addition); } // namespace cpu } // namespace arm_compute |