// Copyright 2022 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. $assert BATCH_TILE >= 1 #include #include #include #include #include extern XNN_INTERNAL const uint16_t xnn_table_vlog[129]; #define LOG_SEGMENTS_LOG2 7 #define LOG_SCALE 65536 #define LOG_SCALE_LOG2 16 #define LOG_COEFF 45426 static uint32_t xnn_u32_log32(uint32_t x, uint32_t out_scale) { const uint32_t log2x = math_clz_nonzero_u32(x) ^ 31; int32_t frac = x - (UINT32_C(1) << log2x); frac <<= math_doz_u32(LOG_SCALE_LOG2, log2x); frac >>= math_doz_u32(log2x, LOG_SCALE_LOG2); const uint32_t base_seg = frac >> (LOG_SCALE_LOG2 - LOG_SEGMENTS_LOG2); const uint32_t seg_unit = (UINT32_C(1) << LOG_SCALE_LOG2) >> LOG_SEGMENTS_LOG2; const int32_t c0 = xnn_table_vlog[base_seg]; const int32_t c1 = xnn_table_vlog[base_seg + 1]; const int32_t seg_base = seg_unit * base_seg; const int32_t rel_pos = math_asr_s32((c1 - c0) * (frac - seg_base), LOG_SCALE_LOG2); const uint32_t fraction = frac + c0 + rel_pos; const uint32_t log2 = (log2x << LOG_SCALE_LOG2) + fraction; const uint32_t round = LOG_SCALE >> 1; const uint32_t loge = (math_mulext_u32(log2, LOG_COEFF) + round) >> LOG_SCALE_LOG2; const uint32_t loge_scaled = (out_scale * loge + round) >> LOG_SCALE_LOG2; return loge_scaled; } void xnn_u32_vlog_ukernel__scalar_x${BATCH_TILE}( size_t batch, const uint32_t* input, uint32_t input_lshift, uint32_t output_scale, uint16_t* output) { assert(batch != 0); assert(input != NULL); assert(input_lshift < 32); assert(output != NULL); $if BATCH_TILE > 1: for (; batch >= ${BATCH_TILE}; batch -= ${BATCH_TILE}) { $for N in range(BATCH_TILE): const uint32_t vi${N} = input[${N}]; input += ${BATCH_TILE}; $for N in range(BATCH_TILE): const uint32_t scaled${N} = vi${N} << input_lshift; $for N in range(BATCH_TILE): const uint32_t log_value${N} = XNN_LIKELY(scaled${N} != 0) ? xnn_u32_log32(scaled${N}, output_scale) : 0; const uint32_t vout${N} = math_min_u32(log_value${N}, (uint32_t) INT16_MAX); // signed max value output[${N}] = (uint16_t) vout${N}; output += ${BATCH_TILE}; } if XNN_UNLIKELY(batch != 0) { do { const uint32_t vi = *input++; const uint32_t scaled = vi << input_lshift; const uint32_t log_value = XNN_LIKELY(scaled != 0) ? xnn_u32_log32(scaled, output_scale) : 0; const uint32_t vout = math_min_u32(log_value, (uint32_t) INT16_MAX); *output++ = (uint16_t) vout; } while (--batch != 0); } }