aboutsummaryrefslogtreecommitdiff
path: root/src/core/NEON/kernels/convolution/common/qsymm8.hpp
diff options
context:
space:
mode:
authorSang-Hoon Park <sang-hoon.park@arm.com>2020-10-19 16:00:11 +0100
committerGeorgios Pinitas <georgios.pinitas@arm.com>2020-10-20 10:27:40 +0000
commit68dd25fbe6e4d3c3513fa5993863419769aa08fc (patch)
treeb918be923f9e4550c306d7f44d168ab938a71fc8 /src/core/NEON/kernels/convolution/common/qsymm8.hpp
parentf0a4e609d98f111b6a7d4a2b578d1b7cba64b805 (diff)
downloadComputeLibrary-68dd25fbe6e4d3c3513fa5993863419769aa08fc.tar.gz
COMPMID-3637: Move utility headers from arm_compute to src
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: If9d6fa8c900b68c4b6fd373f2fc1f9abb83ea917 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4145 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/convolution/common/qsymm8.hpp')
-rw-r--r--src/core/NEON/kernels/convolution/common/qsymm8.hpp76
1 files changed, 76 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/convolution/common/qsymm8.hpp b/src/core/NEON/kernels/convolution/common/qsymm8.hpp
new file mode 100644
index 0000000000..726a02ccfd
--- /dev/null
+++ b/src/core/NEON/kernels/convolution/common/qsymm8.hpp
@@ -0,0 +1,76 @@
+/*
+ * Copyright (c) 2019 Arm Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+
+#pragma once
+#include <cstdint>
+#include <vector>
+#include "qasymm8.hpp"
+
+
+namespace qsymm8 {
+
+struct QSymm8Params {
+ int8_t quantize(float value) const;
+ float dequantize(int8_t value) const;
+
+ float scale;
+};
+
+struct QSymm8RescaleParams {
+ static QSymm8RescaleParams
+ make_rescale_params(const QSymm8Params &weight_quant,
+ const QSymm8Params &input_quant,
+ const QSymm8Params &output_quant);
+
+ QSymm8RescaleParams(int32_t shift, int32_t multiplier, float rescale);
+
+ const int32_t shift, multiplier;
+ const float rescale;
+};
+
+struct QSymm8PerChannelParams {
+ int8_t quantize(float value, float scale) const;
+ float dequantize(int8_t value, float scale) const;
+
+ std::vector<float> scales;
+};
+
+struct QSymm8PerChannelRescaleParams {
+ static QSymm8PerChannelRescaleParams
+ make_rescale_params(const QSymm8PerChannelParams &weight_quant,
+ const QSymm8PerChannelParams &input_quant,
+ const QSymm8PerChannelParams &output_quant);
+
+ static QSymm8PerChannelRescaleParams
+ make_rescale_params(const QSymm8PerChannelParams &weight_quant,
+ const qasymm8::QAsymm8Params &input_quant,
+ const qasymm8::QAsymm8Params &output_quant);
+
+ QSymm8PerChannelRescaleParams(std::vector<int32_t>& shift, std::vector<int32_t>& multiplier, std::vector<float>& rescale);
+
+ std::vector<int32_t> shifts, multipliers;
+ std::vector<float> rescales;
+};
+
+} // namespace qsymm8