COMPMID-2406: Create a new GEMMLowpQuantizeDownInt32ToInt16ScaleKernel for NEON
Change-Id: I3f3e247728fd6dafca066e41835f0ef9442d9b7a
Signed-off-by: giuros01 <giuseppe.rossini@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1379
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
diff --git a/arm_compute/core/NEON/NESymm.h b/arm_compute/core/NEON/NESymm.h
new file mode 100644
index 0000000..0479753
--- /dev/null
+++ b/arm_compute/core/NEON/NESymm.h
@@ -0,0 +1,106 @@
+/*
+ * 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.
+ */
+#ifndef __ARM_COMPUTE_NESYMM_H__
+#define __ARM_COMPUTE_NESYMM_H__
+
+#include "NEAsymm.h"
+#include <arm_neon.h>
+
+namespace arm_compute
+{
+/** Performs final quantization step on 8 signed 16-bit elements
+ *
+ * @tparam is_bounded_relu Specified if a fused bounded relu should be applied
+ *
+ * @param[in] in_s32 Input to be quantized.
+ * @param[in] result_fixedpoint_multiplier Result multiplier parameter
+ * @param[in] result_shift Result shift parameter
+ * @param[in] min_s16 Relu lower bound
+ * @param[in] max_s16 Relu upper bound
+ *
+ * @return Quantized values
+ */
+template <bool is_bounded_relu>
+int16x8_t finalize_quantization_int16(int32x4x2_t &in_s32,
+ int result_fixedpoint_multiplier,
+ int32_t result_shift,
+ int16x8_t min_s16,
+ int16x8_t max_s16)
+{
+ // Fixed point multiplication with vector saturating rounding doubling multiply high with scalar
+ in_s32.val[0] = vqrdmulhq_n_s32(in_s32.val[0], result_fixedpoint_multiplier);
+ in_s32.val[1] = vqrdmulhq_n_s32(in_s32.val[1], result_fixedpoint_multiplier);
+
+ // Round to the nearest division by a power-of-two using result_shift_s32
+ in_s32.val[0] = rounding_divide_by_pow2(in_s32.val[0], result_shift);
+ in_s32.val[1] = rounding_divide_by_pow2(in_s32.val[1], result_shift);
+
+ // Convert S32 to S16
+ int16x8_t out_s16 = vcombine_s16(vqmovn_s32(in_s32.val[0]), vqmovn_s32(in_s32.val[1]));
+
+ if(is_bounded_relu)
+ {
+ out_s16 = vmaxq_s16(out_s16, min_s16);
+ out_s16 = vminq_s16(out_s16, max_s16);
+ }
+
+ return out_s16;
+}
+
+/** Performs final quantization step on single signed 16-bit element
+ *
+ * @tparam is_bounded_relu Specified if a fused bounded relu should be applied
+ *
+ * @param[in] in_value Input to be quantized.
+ * @param[in] result_fixedpoint_multiplier Result multiplier parameter
+ * @param[in] result_shift Result shift parameter
+ * @param[in] min_s16 Relu lower bound
+ * @param[in] max_s16 Relu upper bound
+ *
+ * @return Quantized values
+ */
+template <bool is_bounded_relu>
+inline int16_t finalize_quantization_int16(int32_t in_value, int result_fixedpoint_multiplier,
+ int32_t result_shift, int16_t min_s16, int16_t max_s16)
+{
+ int32x4_t in_s32 = vdupq_n_s32(in_value);
+
+ // Fixed point multiplication with vector saturating rounding doubling multiply high with scalar
+ in_value = vgetq_lane_s32(vqrdmulhq_n_s32(in_s32, result_fixedpoint_multiplier), 0);
+
+ // Shift value by result_shift_s32
+ in_value = rounding_divide_by_pow2(in_value, result_shift);
+
+ // Bound the result
+ int16_t out_s16 = static_cast<int16_t>(std::max<int32_t>(-32768, std::min<int32_t>(32767, in_value)));
+
+ if(is_bounded_relu)
+ {
+ out_s16 = static_cast<int16_t>(std::max(min_s16, std::min(max_s16, out_s16)));
+ }
+
+ return out_s16;
+}
+} // namespace arm_compute
+#endif // __ARM_COMPUTE_NESYMM_H__