COMPMID-427: Port NEActivationLayer in 16bit fixed point.
Change-Id: Iebd61807f7b597c6bd990673bc7655c68ee16f4b
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79085
Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
diff --git a/arm_compute/core/NEON/NEFixedPoint.inl b/arm_compute/core/NEON/NEFixedPoint.inl
index 92af82c..b241dd5 100644
--- a/arm_compute/core/NEON/NEFixedPoint.inl
+++ b/arm_compute/core/NEON/NEFixedPoint.inl
@@ -200,6 +200,11 @@
vst1q_s16(addr, b);
}
+inline void vst2q_qs16(qint16_t *addr, qint16x8x2_t b)
+{
+ vst2q_s16(addr, b);
+}
+
inline qint8x8_t vqmovn_qs16(qint16x8_t a)
{
return vqmovn_s16(a);
@@ -1641,15 +1646,15 @@
const qint8x8_t const_three = vdup_n_s8(3 << fixed_point_position);
// Find shift value. Number must be in (0.5, 2) range.
- qint8x8_t shift_value = vneg_s8(vqsub_s8(vdup_n_s8(8), vqadd_s8(vclz_s8(a), vdup_n_s8(fixed_point_position))));
+ qint8x8_t shift_value = vqneg_s8(vqsub_s8(vdup_n_s8(8), vqadd_s8(vclz_s8(a), vdup_n_s8(fixed_point_position))));
// Add one when the shift value is negative in order to get the correct result when we shift right with 1
qint8x8_t temp = vqsub_s8(vdup_n_s8(8), vqadd_s8(vclz_s8(a), vdup_n_s8(fixed_point_position)));
uint8x8_t temp_ltz = vclt_s8(temp, vdup_n_qs8(0));
temp = vbsl_s8(temp_ltz, vqadd_s8(temp, vdup_n_s8(1)), temp);
- qint8x8_t shift_value2 = vneg_s8(vshr_n_s8(temp, 1));
+ qint8x8_t shift_value2 = vqneg_s8(vshr_n_s8(temp, 1));
- temp = vshl_s8(a, shift_value);
+ temp = vqshl_s8(a, shift_value);
// Initial guess
qint8x8_t x = temp;
@@ -1660,7 +1665,7 @@
x = vshr_n_s8(vqmul_qs8(x, vqsub_s8(const_three, vqmul_qs8(temp, vqmul_qs8(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);
x = vshr_n_s8(vqmul_qs8(x, vqsub_s8(const_three, vqmul_qs8(temp, vqmul_qs8(x, x, fixed_point_position), fixed_point_position)), fixed_point_position), 1);
- return vshl_s8(x, shift_value2);
+ return vqshl_s8(x, shift_value2);
}
inline qint16x4_t vqinvsqrt_qs16(qint16x4_t a, int fixed_point_position)
@@ -1668,15 +1673,15 @@
const qint16x4_t const_three = vdup_n_s16(3 << fixed_point_position);
// Find shift value. Number must be in (0.5, 2) range.
- qint16x4_t shift_value = vneg_s16(vqsub_s16(vdup_n_s16(16), vqadd_s16(vclz_s16(a), vdup_n_s16(fixed_point_position))));
+ qint16x4_t shift_value = vqneg_s16(vqsub_s16(vdup_n_s16(16), vqadd_s16(vclz_s16(a), vdup_n_s16(fixed_point_position))));
// Add one when the shift value is negative in order to get the correct result when we shift right with 1
qint16x4_t temp = vqsub_s16(vdup_n_s16(16), vqadd_s16(vclz_s16(a), vdup_n_s16(fixed_point_position)));
uint16x4_t temp_ltz = vclt_s16(temp, vdup_n_qs16(0));
temp = vbsl_s16(temp_ltz, vqadd_s16(temp, vdup_n_s16(1)), temp);
- qint16x4_t shift_value2 = vneg_s16(vshr_n_s16(temp, 1));
+ qint16x4_t shift_value2 = vqneg_s16(vshr_n_s16(temp, 1));
- temp = vshl_s16(a, shift_value);
+ temp = vqshl_s16(a, shift_value);
// Initial guess
qint16x4_t x = temp;
@@ -1753,15 +1758,15 @@
const qint8x16_t const_three = vdupq_n_s8(3 << fixed_point_position);
// Find shift value. Number must be in (0.5, 2) range.
- qint8x16_t shift_value = vnegq_s8(vqsubq_s8(vdupq_n_s8(8), vqaddq_s8(vclzq_s8(a), vdupq_n_s8(fixed_point_position))));
+ qint8x16_t shift_value = vqnegq_s8(vqsubq_s8(vdupq_n_s8(8), vqaddq_s8(vclzq_s8(a), vdupq_n_s8(fixed_point_position))));
// Add one when the shift value is negative in order to get the correct result when we shift right with 1
qint8x16_t temp = vqsubq_s8(vdupq_n_s8(8), vqaddq_s8(vclzq_s8(a), vdupq_n_s8(fixed_point_position)));
uint8x16_t temp_ltz = vcltq_s8(temp, vdupq_n_qs8(0));
temp = vbslq_s8(temp_ltz, vqaddq_s8(temp, vdupq_n_s8(1)), temp);
- qint8x16_t shift_value2 = vnegq_s8(vshrq_n_s8(temp, 1));
+ qint8x16_t shift_value2 = vqnegq_s8(vshrq_n_s8(temp, 1));
- temp = vshlq_s8(a, shift_value);
+ temp = vqshlq_s8(a, shift_value);
// Initial guess
qint8x16_t x = temp;
@@ -1780,13 +1785,13 @@
const qint16x8_t const_three = vdupq_n_s16(3 << fixed_point_position);
// Find shift value. Number must be in (0.5, 2) range.
- qint16x8_t shift_value = vnegq_s16(vqsubq_s16(vdupq_n_s16(16), vqaddq_s16(vclzq_s16(a), vdupq_n_s16(fixed_point_position))));
+ qint16x8_t shift_value = vqnegq_s16(vqsubq_s16(vdupq_n_s16(16), vqaddq_s16(vclzq_s16(a), vdupq_n_s16(fixed_point_position))));
// Add one when the shift value is negative in order to get the correct result when we shift right with 1
qint16x8_t temp = vqsubq_s16(vdupq_n_s16(16), vqaddq_s16(vclzq_s16(a), vdupq_n_s16(fixed_point_position)));
uint16x8_t temp_ltz = vcltq_s16(temp, vdupq_n_qs16(0));
temp = vbslq_s16(temp_ltz, vqaddq_s16(temp, vdupq_n_s16(1)), temp);
- qint16x8_t shift_value2 = vnegq_s16(vshrq_n_s16(temp, 1));
+ qint16x8_t shift_value2 = vqnegq_s16(vshrq_n_s16(temp, 1));
temp = vqshlq_s16(a, shift_value);
@@ -1804,7 +1809,7 @@
return vqshlq_s16(x, shift_value2);
}
-inline qint8x8_t vtanh_qs8(qint8x8_t a, int fixed_point_position)
+inline qint8x8_t vqtanh_qs8(qint8x8_t a, int fixed_point_position)
{
const qint8x8_t const_one = vdup_n_s8(1 << fixed_point_position);
const qint8x8_t const_two = vdup_n_s8(2 << fixed_point_position);
@@ -1817,7 +1822,7 @@
return tanh;
}
-inline qint16x4_t vtanh_qs16(qint16x4_t a, int fixed_point_position)
+inline qint16x4_t vqtanh_qs16(qint16x4_t a, int fixed_point_position)
{
const qint16x4_t const_one = vdup_n_s16(1 << fixed_point_position);
const qint16x4_t const_two = vdup_n_s16(2 << fixed_point_position);
@@ -1830,7 +1835,7 @@
return tanh;
}
-inline qint8x16_t vtanhq_qs8(qint8x16_t a, int fixed_point_position)
+inline qint8x16_t vqtanhq_qs8(qint8x16_t a, int fixed_point_position)
{
const qint8x16_t const_one = vdupq_n_s8(1 << fixed_point_position);
const qint8x16_t const_two = vdupq_n_s8(2 << fixed_point_position);
@@ -1843,6 +1848,19 @@
return tanh;
}
+inline qint16x8_t vqtanhq_qs16(qint16x8_t a, int fixed_point_position)
+{
+ const qint16x8_t const_one = vdupq_n_s16(1 << fixed_point_position);
+ const qint16x8_t const_two = vdupq_n_s16(2 << fixed_point_position);
+
+ qint16x8_t exp2x = vqexpq_qs16(vqmulq_qs16(const_two, a, fixed_point_position), fixed_point_position);
+ qint16x8_t num = vqsubq_qs16(exp2x, const_one);
+ qint16x8_t den = vqaddq_qs16(exp2x, const_one);
+ qint16x8_t tanh = vqmulq_qs16(num, vqrecipq_qs16(den, fixed_point_position), fixed_point_position);
+
+ return tanh;
+}
+
inline qint8x16_t vqpowq_qs8(qint8x16_t a, qint8x16_t b, int fixed_point_position)
{
return vqexpq_qs8(vqmulq_qs8(b, vlogq_qs8(a, fixed_point_position), fixed_point_position), fixed_point_position);
@@ -1859,17 +1877,4 @@
};
return res;
}
-
-inline qint16x8_t vtanhq_qs16(qint16x8_t a, int fixed_point_position)
-{
- const qint16x8_t const_one = vdupq_n_s16(1 << fixed_point_position);
- const qint16x8_t const_two = vdupq_n_s16(2 << fixed_point_position);
-
- qint16x8_t exp2x = vqexpq_qs16(vqmulq_qs16(const_two, a, fixed_point_position), fixed_point_position);
- qint16x8_t num = vqsubq_qs16(exp2x, const_one);
- qint16x8_t den = vqaddq_qs16(exp2x, const_one);
- qint16x8_t tanh = vqmulq_qs16(num, vqrecipq_qs16(den, fixed_point_position), fixed_point_position);
-
- return tanh;
-}
}