1*4bdc9457SAndroid Build Coastguard Worker // Copyright 2019 Google LLC
2*4bdc9457SAndroid Build Coastguard Worker //
3*4bdc9457SAndroid Build Coastguard Worker // This source code is licensed under the BSD-style license found in the
4*4bdc9457SAndroid Build Coastguard Worker // LICENSE file in the root directory of this source tree.
5*4bdc9457SAndroid Build Coastguard Worker //
6*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
7*4bdc9457SAndroid Build Coastguard Worker // Specification: test/qu8-vmulc-minmax-fp32.yaml
8*4bdc9457SAndroid Build Coastguard Worker // Generator: tools/generate-vbinary-test.py
9*4bdc9457SAndroid Build Coastguard Worker
10*4bdc9457SAndroid Build Coastguard Worker
11*4bdc9457SAndroid Build Coastguard Worker #include <gtest/gtest.h>
12*4bdc9457SAndroid Build Coastguard Worker
13*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/common.h>
14*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/isa-checks.h>
15*4bdc9457SAndroid Build Coastguard Worker
16*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/microparams-init.h>
17*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/vmul.h>
18*4bdc9457SAndroid Build Coastguard Worker #include "vmulc-microkernel-tester.h"
19*4bdc9457SAndroid Build Coastguard Worker
20*4bdc9457SAndroid Build Coastguard Worker
21*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,batch_eq_8)22*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, batch_eq_8) {
23*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
24*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
25*4bdc9457SAndroid Build Coastguard Worker .batch_size(8)
26*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
27*4bdc9457SAndroid Build Coastguard Worker }
28*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,batch_div_8)29*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, batch_div_8) {
30*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
31*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
32*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
33*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
34*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
35*4bdc9457SAndroid Build Coastguard Worker }
36*4bdc9457SAndroid Build Coastguard Worker }
37*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,batch_lt_8)38*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, batch_lt_8) {
39*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
40*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 8; batch_size++) {
41*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
42*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
43*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
44*4bdc9457SAndroid Build Coastguard Worker }
45*4bdc9457SAndroid Build Coastguard Worker }
46*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,batch_gt_8)47*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, batch_gt_8) {
48*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
49*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 9; batch_size < 16; batch_size++) {
50*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
51*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
52*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
53*4bdc9457SAndroid Build Coastguard Worker }
54*4bdc9457SAndroid Build Coastguard Worker }
55*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,inplace)56*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, inplace) {
57*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
58*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
59*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
60*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
61*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
62*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
63*4bdc9457SAndroid Build Coastguard Worker }
64*4bdc9457SAndroid Build Coastguard Worker }
65*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,a_zero_point)66*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, a_zero_point) {
67*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
68*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
69*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
70*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
71*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
72*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
73*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
74*4bdc9457SAndroid Build Coastguard Worker }
75*4bdc9457SAndroid Build Coastguard Worker }
76*4bdc9457SAndroid Build Coastguard Worker }
77*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,b_zero_point)78*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, b_zero_point) {
79*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
80*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
81*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
82*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
83*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
84*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
85*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
86*4bdc9457SAndroid Build Coastguard Worker }
87*4bdc9457SAndroid Build Coastguard Worker }
88*4bdc9457SAndroid Build Coastguard Worker }
89*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,y_zero_point)90*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, y_zero_point) {
91*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
92*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
93*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
94*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
95*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
96*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
97*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
98*4bdc9457SAndroid Build Coastguard Worker }
99*4bdc9457SAndroid Build Coastguard Worker }
100*4bdc9457SAndroid Build Coastguard Worker }
101*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,a_scale)102*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, a_scale) {
103*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
104*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
105*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
106*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
107*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
108*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
109*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
110*4bdc9457SAndroid Build Coastguard Worker }
111*4bdc9457SAndroid Build Coastguard Worker }
112*4bdc9457SAndroid Build Coastguard Worker }
113*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,b_scale)114*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, b_scale) {
115*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
116*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
117*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
118*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
119*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
120*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
121*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
122*4bdc9457SAndroid Build Coastguard Worker }
123*4bdc9457SAndroid Build Coastguard Worker }
124*4bdc9457SAndroid Build Coastguard Worker }
125*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,y_scale)126*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, y_scale) {
127*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
128*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
129*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
130*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
131*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
132*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
133*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
134*4bdc9457SAndroid Build Coastguard Worker }
135*4bdc9457SAndroid Build Coastguard Worker }
136*4bdc9457SAndroid Build Coastguard Worker }
137*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,qmin)138*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, qmin) {
139*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
140*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
141*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
142*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
143*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
144*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
145*4bdc9457SAndroid Build Coastguard Worker }
146*4bdc9457SAndroid Build Coastguard Worker }
147*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8,qmax)148*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X8, qmax) {
149*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
150*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
151*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
152*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
153*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
154*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
155*4bdc9457SAndroid Build Coastguard Worker }
156*4bdc9457SAndroid Build Coastguard Worker }
157*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
158*4bdc9457SAndroid Build Coastguard Worker
159*4bdc9457SAndroid Build Coastguard Worker
160*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,batch_eq_16)161*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, batch_eq_16) {
162*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
163*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
164*4bdc9457SAndroid Build Coastguard Worker .batch_size(16)
165*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
166*4bdc9457SAndroid Build Coastguard Worker }
167*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,batch_div_16)168*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, batch_div_16) {
169*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
170*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
171*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
172*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
173*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
174*4bdc9457SAndroid Build Coastguard Worker }
175*4bdc9457SAndroid Build Coastguard Worker }
176*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,batch_lt_16)177*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, batch_lt_16) {
178*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
179*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 16; batch_size++) {
180*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
181*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
182*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
183*4bdc9457SAndroid Build Coastguard Worker }
184*4bdc9457SAndroid Build Coastguard Worker }
185*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,batch_gt_16)186*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, batch_gt_16) {
187*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
188*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 17; batch_size < 32; batch_size++) {
189*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
190*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
191*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
192*4bdc9457SAndroid Build Coastguard Worker }
193*4bdc9457SAndroid Build Coastguard Worker }
194*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,inplace)195*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, inplace) {
196*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
197*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
198*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
199*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
200*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
201*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
202*4bdc9457SAndroid Build Coastguard Worker }
203*4bdc9457SAndroid Build Coastguard Worker }
204*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,a_zero_point)205*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, a_zero_point) {
206*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
207*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
208*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
209*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
210*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
211*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
212*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
213*4bdc9457SAndroid Build Coastguard Worker }
214*4bdc9457SAndroid Build Coastguard Worker }
215*4bdc9457SAndroid Build Coastguard Worker }
216*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,b_zero_point)217*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, b_zero_point) {
218*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
219*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
220*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
221*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
222*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
223*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
224*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
225*4bdc9457SAndroid Build Coastguard Worker }
226*4bdc9457SAndroid Build Coastguard Worker }
227*4bdc9457SAndroid Build Coastguard Worker }
228*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,y_zero_point)229*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, y_zero_point) {
230*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
231*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
232*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
233*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
234*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
235*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
236*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
237*4bdc9457SAndroid Build Coastguard Worker }
238*4bdc9457SAndroid Build Coastguard Worker }
239*4bdc9457SAndroid Build Coastguard Worker }
240*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,a_scale)241*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, a_scale) {
242*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
243*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
244*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
245*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
246*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
247*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
248*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
249*4bdc9457SAndroid Build Coastguard Worker }
250*4bdc9457SAndroid Build Coastguard Worker }
251*4bdc9457SAndroid Build Coastguard Worker }
252*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,b_scale)253*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, b_scale) {
254*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
255*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
256*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
257*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
258*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
259*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
260*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
261*4bdc9457SAndroid Build Coastguard Worker }
262*4bdc9457SAndroid Build Coastguard Worker }
263*4bdc9457SAndroid Build Coastguard Worker }
264*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,y_scale)265*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, y_scale) {
266*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
267*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
268*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
269*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
270*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
271*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
272*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
273*4bdc9457SAndroid Build Coastguard Worker }
274*4bdc9457SAndroid Build Coastguard Worker }
275*4bdc9457SAndroid Build Coastguard Worker }
276*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,qmin)277*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, qmin) {
278*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
279*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
280*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
281*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
282*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
283*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
284*4bdc9457SAndroid Build Coastguard Worker }
285*4bdc9457SAndroid Build Coastguard Worker }
286*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16,qmax)287*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD64_X16, qmax) {
288*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
289*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
290*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
291*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
292*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
293*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
294*4bdc9457SAndroid Build Coastguard Worker }
295*4bdc9457SAndroid Build Coastguard Worker }
296*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
297*4bdc9457SAndroid Build Coastguard Worker
298*4bdc9457SAndroid Build Coastguard Worker
299*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,batch_eq_16)300*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, batch_eq_16) {
301*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
302*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
303*4bdc9457SAndroid Build Coastguard Worker .batch_size(16)
304*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
305*4bdc9457SAndroid Build Coastguard Worker }
306*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,batch_div_16)307*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, batch_div_16) {
308*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
309*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
310*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
311*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
312*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
313*4bdc9457SAndroid Build Coastguard Worker }
314*4bdc9457SAndroid Build Coastguard Worker }
315*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,batch_lt_16)316*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, batch_lt_16) {
317*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
318*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 16; batch_size++) {
319*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
320*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
321*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
322*4bdc9457SAndroid Build Coastguard Worker }
323*4bdc9457SAndroid Build Coastguard Worker }
324*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,batch_gt_16)325*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, batch_gt_16) {
326*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
327*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 17; batch_size < 32; batch_size++) {
328*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
329*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
330*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
331*4bdc9457SAndroid Build Coastguard Worker }
332*4bdc9457SAndroid Build Coastguard Worker }
333*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,inplace)334*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, inplace) {
335*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
336*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
337*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
338*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
339*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
340*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
341*4bdc9457SAndroid Build Coastguard Worker }
342*4bdc9457SAndroid Build Coastguard Worker }
343*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,a_zero_point)344*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, a_zero_point) {
345*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
346*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
347*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
348*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
349*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
350*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
351*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
352*4bdc9457SAndroid Build Coastguard Worker }
353*4bdc9457SAndroid Build Coastguard Worker }
354*4bdc9457SAndroid Build Coastguard Worker }
355*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,b_zero_point)356*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, b_zero_point) {
357*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
358*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
359*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
360*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
361*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
362*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
363*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
364*4bdc9457SAndroid Build Coastguard Worker }
365*4bdc9457SAndroid Build Coastguard Worker }
366*4bdc9457SAndroid Build Coastguard Worker }
367*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,y_zero_point)368*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, y_zero_point) {
369*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
370*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
371*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
372*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
373*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
374*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
375*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
376*4bdc9457SAndroid Build Coastguard Worker }
377*4bdc9457SAndroid Build Coastguard Worker }
378*4bdc9457SAndroid Build Coastguard Worker }
379*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,a_scale)380*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, a_scale) {
381*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
382*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
383*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
384*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
385*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
386*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
387*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
388*4bdc9457SAndroid Build Coastguard Worker }
389*4bdc9457SAndroid Build Coastguard Worker }
390*4bdc9457SAndroid Build Coastguard Worker }
391*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,b_scale)392*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, b_scale) {
393*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
394*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
395*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
396*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
397*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
398*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
399*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
400*4bdc9457SAndroid Build Coastguard Worker }
401*4bdc9457SAndroid Build Coastguard Worker }
402*4bdc9457SAndroid Build Coastguard Worker }
403*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,y_scale)404*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, y_scale) {
405*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
406*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
407*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
408*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
409*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
410*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
411*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
412*4bdc9457SAndroid Build Coastguard Worker }
413*4bdc9457SAndroid Build Coastguard Worker }
414*4bdc9457SAndroid Build Coastguard Worker }
415*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,qmin)416*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, qmin) {
417*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
418*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
419*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
420*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
421*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
422*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
423*4bdc9457SAndroid Build Coastguard Worker }
424*4bdc9457SAndroid Build Coastguard Worker }
425*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16,qmax)426*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEON_LD128_X16, qmax) {
427*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON;
428*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
429*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
430*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
431*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
432*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neon_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neon_params, xnn_qu8_requantize_fp32);
433*4bdc9457SAndroid Build Coastguard Worker }
434*4bdc9457SAndroid Build Coastguard Worker }
435*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
436*4bdc9457SAndroid Build Coastguard Worker
437*4bdc9457SAndroid Build Coastguard Worker
438*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,batch_eq_8)439*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, batch_eq_8) {
440*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
441*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
442*4bdc9457SAndroid Build Coastguard Worker .batch_size(8)
443*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
444*4bdc9457SAndroid Build Coastguard Worker }
445*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,batch_div_8)446*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, batch_div_8) {
447*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
448*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
449*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
450*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
451*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
452*4bdc9457SAndroid Build Coastguard Worker }
453*4bdc9457SAndroid Build Coastguard Worker }
454*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,batch_lt_8)455*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, batch_lt_8) {
456*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
457*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 8; batch_size++) {
458*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
459*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
460*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
461*4bdc9457SAndroid Build Coastguard Worker }
462*4bdc9457SAndroid Build Coastguard Worker }
463*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,batch_gt_8)464*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, batch_gt_8) {
465*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
466*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 9; batch_size < 16; batch_size++) {
467*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
468*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
469*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
470*4bdc9457SAndroid Build Coastguard Worker }
471*4bdc9457SAndroid Build Coastguard Worker }
472*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,inplace)473*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, inplace) {
474*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
475*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
476*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
477*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
478*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
479*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
480*4bdc9457SAndroid Build Coastguard Worker }
481*4bdc9457SAndroid Build Coastguard Worker }
482*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,a_zero_point)483*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, a_zero_point) {
484*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
485*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
486*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
487*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
488*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
489*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
490*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
491*4bdc9457SAndroid Build Coastguard Worker }
492*4bdc9457SAndroid Build Coastguard Worker }
493*4bdc9457SAndroid Build Coastguard Worker }
494*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,b_zero_point)495*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, b_zero_point) {
496*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
497*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
498*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
499*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
500*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
501*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
502*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
503*4bdc9457SAndroid Build Coastguard Worker }
504*4bdc9457SAndroid Build Coastguard Worker }
505*4bdc9457SAndroid Build Coastguard Worker }
506*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,y_zero_point)507*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, y_zero_point) {
508*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
509*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
510*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
511*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
512*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
513*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
514*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
515*4bdc9457SAndroid Build Coastguard Worker }
516*4bdc9457SAndroid Build Coastguard Worker }
517*4bdc9457SAndroid Build Coastguard Worker }
518*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,a_scale)519*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, a_scale) {
520*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
521*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
522*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
523*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
524*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
525*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
526*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
527*4bdc9457SAndroid Build Coastguard Worker }
528*4bdc9457SAndroid Build Coastguard Worker }
529*4bdc9457SAndroid Build Coastguard Worker }
530*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,b_scale)531*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, b_scale) {
532*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
533*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
534*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
535*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
536*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
537*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
538*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
539*4bdc9457SAndroid Build Coastguard Worker }
540*4bdc9457SAndroid Build Coastguard Worker }
541*4bdc9457SAndroid Build Coastguard Worker }
542*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,y_scale)543*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, y_scale) {
544*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
545*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
546*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
547*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
548*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
549*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
550*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
551*4bdc9457SAndroid Build Coastguard Worker }
552*4bdc9457SAndroid Build Coastguard Worker }
553*4bdc9457SAndroid Build Coastguard Worker }
554*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,qmin)555*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, qmin) {
556*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
557*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
558*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
559*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
560*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
561*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
562*4bdc9457SAndroid Build Coastguard Worker }
563*4bdc9457SAndroid Build Coastguard Worker }
564*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8,qmax)565*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X8, qmax) {
566*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
567*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
568*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
569*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
570*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
571*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x8, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
572*4bdc9457SAndroid Build Coastguard Worker }
573*4bdc9457SAndroid Build Coastguard Worker }
574*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
575*4bdc9457SAndroid Build Coastguard Worker
576*4bdc9457SAndroid Build Coastguard Worker
577*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,batch_eq_16)578*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, batch_eq_16) {
579*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
580*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
581*4bdc9457SAndroid Build Coastguard Worker .batch_size(16)
582*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
583*4bdc9457SAndroid Build Coastguard Worker }
584*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,batch_div_16)585*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, batch_div_16) {
586*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
587*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
588*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
589*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
590*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
591*4bdc9457SAndroid Build Coastguard Worker }
592*4bdc9457SAndroid Build Coastguard Worker }
593*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,batch_lt_16)594*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, batch_lt_16) {
595*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
596*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 16; batch_size++) {
597*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
598*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
599*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
600*4bdc9457SAndroid Build Coastguard Worker }
601*4bdc9457SAndroid Build Coastguard Worker }
602*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,batch_gt_16)603*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, batch_gt_16) {
604*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
605*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 17; batch_size < 32; batch_size++) {
606*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
607*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
608*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
609*4bdc9457SAndroid Build Coastguard Worker }
610*4bdc9457SAndroid Build Coastguard Worker }
611*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,inplace)612*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, inplace) {
613*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
614*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
615*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
616*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
617*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
618*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
619*4bdc9457SAndroid Build Coastguard Worker }
620*4bdc9457SAndroid Build Coastguard Worker }
621*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,a_zero_point)622*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, a_zero_point) {
623*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
624*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
625*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
626*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
627*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
628*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
629*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
630*4bdc9457SAndroid Build Coastguard Worker }
631*4bdc9457SAndroid Build Coastguard Worker }
632*4bdc9457SAndroid Build Coastguard Worker }
633*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,b_zero_point)634*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, b_zero_point) {
635*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
636*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
637*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
638*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
639*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
640*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
641*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
642*4bdc9457SAndroid Build Coastguard Worker }
643*4bdc9457SAndroid Build Coastguard Worker }
644*4bdc9457SAndroid Build Coastguard Worker }
645*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,y_zero_point)646*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, y_zero_point) {
647*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
648*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
649*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
650*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
651*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
652*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
653*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
654*4bdc9457SAndroid Build Coastguard Worker }
655*4bdc9457SAndroid Build Coastguard Worker }
656*4bdc9457SAndroid Build Coastguard Worker }
657*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,a_scale)658*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, a_scale) {
659*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
660*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
661*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
662*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
663*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
664*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
665*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
666*4bdc9457SAndroid Build Coastguard Worker }
667*4bdc9457SAndroid Build Coastguard Worker }
668*4bdc9457SAndroid Build Coastguard Worker }
669*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,b_scale)670*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, b_scale) {
671*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
672*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
673*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
674*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
675*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
676*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
677*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
678*4bdc9457SAndroid Build Coastguard Worker }
679*4bdc9457SAndroid Build Coastguard Worker }
680*4bdc9457SAndroid Build Coastguard Worker }
681*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,y_scale)682*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, y_scale) {
683*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
684*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
685*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
686*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
687*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
688*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
689*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
690*4bdc9457SAndroid Build Coastguard Worker }
691*4bdc9457SAndroid Build Coastguard Worker }
692*4bdc9457SAndroid Build Coastguard Worker }
693*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,qmin)694*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, qmin) {
695*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
696*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
697*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
698*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
699*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
700*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
701*4bdc9457SAndroid Build Coastguard Worker }
702*4bdc9457SAndroid Build Coastguard Worker }
703*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16,qmax)704*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD64_X16, qmax) {
705*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
706*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
707*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
708*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
709*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
710*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld64_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
711*4bdc9457SAndroid Build Coastguard Worker }
712*4bdc9457SAndroid Build Coastguard Worker }
713*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
714*4bdc9457SAndroid Build Coastguard Worker
715*4bdc9457SAndroid Build Coastguard Worker
716*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,batch_eq_16)717*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, batch_eq_16) {
718*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
719*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
720*4bdc9457SAndroid Build Coastguard Worker .batch_size(16)
721*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
722*4bdc9457SAndroid Build Coastguard Worker }
723*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,batch_div_16)724*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, batch_div_16) {
725*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
726*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
727*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
728*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
729*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
730*4bdc9457SAndroid Build Coastguard Worker }
731*4bdc9457SAndroid Build Coastguard Worker }
732*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,batch_lt_16)733*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, batch_lt_16) {
734*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
735*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 16; batch_size++) {
736*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
737*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
738*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
739*4bdc9457SAndroid Build Coastguard Worker }
740*4bdc9457SAndroid Build Coastguard Worker }
741*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,batch_gt_16)742*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, batch_gt_16) {
743*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
744*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 17; batch_size < 32; batch_size++) {
745*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
746*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
747*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
748*4bdc9457SAndroid Build Coastguard Worker }
749*4bdc9457SAndroid Build Coastguard Worker }
750*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,inplace)751*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, inplace) {
752*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
753*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
754*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
755*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
756*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
757*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
758*4bdc9457SAndroid Build Coastguard Worker }
759*4bdc9457SAndroid Build Coastguard Worker }
760*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,a_zero_point)761*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, a_zero_point) {
762*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
763*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
764*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
765*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
766*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
767*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
768*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
769*4bdc9457SAndroid Build Coastguard Worker }
770*4bdc9457SAndroid Build Coastguard Worker }
771*4bdc9457SAndroid Build Coastguard Worker }
772*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,b_zero_point)773*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, b_zero_point) {
774*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
775*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
776*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
777*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
778*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
779*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
780*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
781*4bdc9457SAndroid Build Coastguard Worker }
782*4bdc9457SAndroid Build Coastguard Worker }
783*4bdc9457SAndroid Build Coastguard Worker }
784*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,y_zero_point)785*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, y_zero_point) {
786*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
787*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
788*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
789*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
790*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
791*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
792*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
793*4bdc9457SAndroid Build Coastguard Worker }
794*4bdc9457SAndroid Build Coastguard Worker }
795*4bdc9457SAndroid Build Coastguard Worker }
796*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,a_scale)797*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, a_scale) {
798*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
799*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
800*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
801*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
802*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
803*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
804*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
805*4bdc9457SAndroid Build Coastguard Worker }
806*4bdc9457SAndroid Build Coastguard Worker }
807*4bdc9457SAndroid Build Coastguard Worker }
808*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,b_scale)809*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, b_scale) {
810*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
811*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
812*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
813*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
814*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
815*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
816*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
817*4bdc9457SAndroid Build Coastguard Worker }
818*4bdc9457SAndroid Build Coastguard Worker }
819*4bdc9457SAndroid Build Coastguard Worker }
820*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,y_scale)821*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, y_scale) {
822*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
823*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
824*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
825*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
826*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
827*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
828*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
829*4bdc9457SAndroid Build Coastguard Worker }
830*4bdc9457SAndroid Build Coastguard Worker }
831*4bdc9457SAndroid Build Coastguard Worker }
832*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,qmin)833*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, qmin) {
834*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
835*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
836*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
837*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
838*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
839*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
840*4bdc9457SAndroid Build Coastguard Worker }
841*4bdc9457SAndroid Build Coastguard Worker }
842*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16,qmax)843*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__NEONV8_LD128_X16, qmax) {
844*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_ARM_NEON_V8;
845*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
846*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
847*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
848*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
849*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__neonv8_ld128_x16, xnn_init_qu8_mul_minmax_fp32_neonv8_params, xnn_qu8_requantize_fp32);
850*4bdc9457SAndroid Build Coastguard Worker }
851*4bdc9457SAndroid Build Coastguard Worker }
852*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
853*4bdc9457SAndroid Build Coastguard Worker
854*4bdc9457SAndroid Build Coastguard Worker
855*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,batch_eq_8)856*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, batch_eq_8) {
857*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
858*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
859*4bdc9457SAndroid Build Coastguard Worker .batch_size(8)
860*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
861*4bdc9457SAndroid Build Coastguard Worker }
862*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,batch_div_8)863*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, batch_div_8) {
864*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
865*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
866*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
867*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
868*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
869*4bdc9457SAndroid Build Coastguard Worker }
870*4bdc9457SAndroid Build Coastguard Worker }
871*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,batch_lt_8)872*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, batch_lt_8) {
873*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
874*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 8; batch_size++) {
875*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
876*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
877*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
878*4bdc9457SAndroid Build Coastguard Worker }
879*4bdc9457SAndroid Build Coastguard Worker }
880*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,batch_gt_8)881*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, batch_gt_8) {
882*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
883*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 9; batch_size < 16; batch_size++) {
884*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
885*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
886*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
887*4bdc9457SAndroid Build Coastguard Worker }
888*4bdc9457SAndroid Build Coastguard Worker }
889*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,inplace)890*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, inplace) {
891*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
892*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
893*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
894*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
895*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
896*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
897*4bdc9457SAndroid Build Coastguard Worker }
898*4bdc9457SAndroid Build Coastguard Worker }
899*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,a_zero_point)900*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, a_zero_point) {
901*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
902*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
903*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
904*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
905*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
906*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
907*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
908*4bdc9457SAndroid Build Coastguard Worker }
909*4bdc9457SAndroid Build Coastguard Worker }
910*4bdc9457SAndroid Build Coastguard Worker }
911*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,b_zero_point)912*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, b_zero_point) {
913*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
914*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
915*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
916*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
917*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
918*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
919*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
920*4bdc9457SAndroid Build Coastguard Worker }
921*4bdc9457SAndroid Build Coastguard Worker }
922*4bdc9457SAndroid Build Coastguard Worker }
923*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,y_zero_point)924*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, y_zero_point) {
925*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
926*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
927*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
928*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
929*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
930*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
931*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
932*4bdc9457SAndroid Build Coastguard Worker }
933*4bdc9457SAndroid Build Coastguard Worker }
934*4bdc9457SAndroid Build Coastguard Worker }
935*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,a_scale)936*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, a_scale) {
937*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
938*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
939*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
940*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
941*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
942*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
943*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
944*4bdc9457SAndroid Build Coastguard Worker }
945*4bdc9457SAndroid Build Coastguard Worker }
946*4bdc9457SAndroid Build Coastguard Worker }
947*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,b_scale)948*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, b_scale) {
949*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
950*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
951*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
952*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
953*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
954*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
955*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
956*4bdc9457SAndroid Build Coastguard Worker }
957*4bdc9457SAndroid Build Coastguard Worker }
958*4bdc9457SAndroid Build Coastguard Worker }
959*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,y_scale)960*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, y_scale) {
961*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
962*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
963*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
964*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
965*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
966*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
967*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
968*4bdc9457SAndroid Build Coastguard Worker }
969*4bdc9457SAndroid Build Coastguard Worker }
970*4bdc9457SAndroid Build Coastguard Worker }
971*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,qmin)972*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, qmin) {
973*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
974*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
975*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
976*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
977*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
978*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
979*4bdc9457SAndroid Build Coastguard Worker }
980*4bdc9457SAndroid Build Coastguard Worker }
981*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8,qmax)982*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X8, qmax) {
983*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
984*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
985*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
986*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
987*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
988*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
989*4bdc9457SAndroid Build Coastguard Worker }
990*4bdc9457SAndroid Build Coastguard Worker }
991*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
992*4bdc9457SAndroid Build Coastguard Worker
993*4bdc9457SAndroid Build Coastguard Worker
994*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,batch_eq_16)995*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, batch_eq_16) {
996*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
997*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
998*4bdc9457SAndroid Build Coastguard Worker .batch_size(16)
999*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1000*4bdc9457SAndroid Build Coastguard Worker }
1001*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,batch_div_16)1002*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, batch_div_16) {
1003*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1004*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
1005*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1006*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1007*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1008*4bdc9457SAndroid Build Coastguard Worker }
1009*4bdc9457SAndroid Build Coastguard Worker }
1010*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,batch_lt_16)1011*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, batch_lt_16) {
1012*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1013*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 16; batch_size++) {
1014*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1015*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1016*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1017*4bdc9457SAndroid Build Coastguard Worker }
1018*4bdc9457SAndroid Build Coastguard Worker }
1019*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,batch_gt_16)1020*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, batch_gt_16) {
1021*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1022*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 17; batch_size < 32; batch_size++) {
1023*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1024*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1025*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1026*4bdc9457SAndroid Build Coastguard Worker }
1027*4bdc9457SAndroid Build Coastguard Worker }
1028*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,inplace)1029*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, inplace) {
1030*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1031*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1032*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1033*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1034*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
1035*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1036*4bdc9457SAndroid Build Coastguard Worker }
1037*4bdc9457SAndroid Build Coastguard Worker }
1038*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,a_zero_point)1039*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, a_zero_point) {
1040*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1041*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1042*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
1043*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1044*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1045*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
1046*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1047*4bdc9457SAndroid Build Coastguard Worker }
1048*4bdc9457SAndroid Build Coastguard Worker }
1049*4bdc9457SAndroid Build Coastguard Worker }
1050*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,b_zero_point)1051*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, b_zero_point) {
1052*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1053*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1054*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
1055*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1056*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1057*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
1058*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1059*4bdc9457SAndroid Build Coastguard Worker }
1060*4bdc9457SAndroid Build Coastguard Worker }
1061*4bdc9457SAndroid Build Coastguard Worker }
1062*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,y_zero_point)1063*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, y_zero_point) {
1064*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1065*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1066*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
1067*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1068*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1069*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
1070*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1071*4bdc9457SAndroid Build Coastguard Worker }
1072*4bdc9457SAndroid Build Coastguard Worker }
1073*4bdc9457SAndroid Build Coastguard Worker }
1074*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,a_scale)1075*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, a_scale) {
1076*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1077*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1078*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
1079*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1080*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1081*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
1082*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1083*4bdc9457SAndroid Build Coastguard Worker }
1084*4bdc9457SAndroid Build Coastguard Worker }
1085*4bdc9457SAndroid Build Coastguard Worker }
1086*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,b_scale)1087*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, b_scale) {
1088*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1089*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1090*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
1091*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1092*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1093*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
1094*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1095*4bdc9457SAndroid Build Coastguard Worker }
1096*4bdc9457SAndroid Build Coastguard Worker }
1097*4bdc9457SAndroid Build Coastguard Worker }
1098*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,y_scale)1099*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, y_scale) {
1100*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1101*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1102*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
1103*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1104*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1105*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
1106*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1107*4bdc9457SAndroid Build Coastguard Worker }
1108*4bdc9457SAndroid Build Coastguard Worker }
1109*4bdc9457SAndroid Build Coastguard Worker }
1110*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,qmin)1111*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, qmin) {
1112*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1113*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1114*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1115*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1116*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
1117*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1118*4bdc9457SAndroid Build Coastguard Worker }
1119*4bdc9457SAndroid Build Coastguard Worker }
1120*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16,qmax)1121*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE2_MUL16_LD64_X16, qmax) {
1122*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE2;
1123*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1124*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1125*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1126*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
1127*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1128*4bdc9457SAndroid Build Coastguard Worker }
1129*4bdc9457SAndroid Build Coastguard Worker }
1130*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
1131*4bdc9457SAndroid Build Coastguard Worker
1132*4bdc9457SAndroid Build Coastguard Worker
1133*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,batch_eq_8)1134*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, batch_eq_8) {
1135*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1136*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1137*4bdc9457SAndroid Build Coastguard Worker .batch_size(8)
1138*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1139*4bdc9457SAndroid Build Coastguard Worker }
1140*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,batch_div_8)1141*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, batch_div_8) {
1142*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1143*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
1144*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1145*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1146*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1147*4bdc9457SAndroid Build Coastguard Worker }
1148*4bdc9457SAndroid Build Coastguard Worker }
1149*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,batch_lt_8)1150*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, batch_lt_8) {
1151*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1152*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 8; batch_size++) {
1153*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1154*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1155*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1156*4bdc9457SAndroid Build Coastguard Worker }
1157*4bdc9457SAndroid Build Coastguard Worker }
1158*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,batch_gt_8)1159*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, batch_gt_8) {
1160*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1161*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 9; batch_size < 16; batch_size++) {
1162*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1163*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1164*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1165*4bdc9457SAndroid Build Coastguard Worker }
1166*4bdc9457SAndroid Build Coastguard Worker }
1167*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,inplace)1168*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, inplace) {
1169*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1170*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1171*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1172*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1173*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
1174*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1175*4bdc9457SAndroid Build Coastguard Worker }
1176*4bdc9457SAndroid Build Coastguard Worker }
1177*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,a_zero_point)1178*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, a_zero_point) {
1179*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1180*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1181*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
1182*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1183*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1184*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
1185*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1186*4bdc9457SAndroid Build Coastguard Worker }
1187*4bdc9457SAndroid Build Coastguard Worker }
1188*4bdc9457SAndroid Build Coastguard Worker }
1189*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,b_zero_point)1190*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, b_zero_point) {
1191*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1192*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1193*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
1194*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1195*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1196*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
1197*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1198*4bdc9457SAndroid Build Coastguard Worker }
1199*4bdc9457SAndroid Build Coastguard Worker }
1200*4bdc9457SAndroid Build Coastguard Worker }
1201*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,y_zero_point)1202*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, y_zero_point) {
1203*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1204*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1205*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
1206*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1207*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1208*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
1209*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1210*4bdc9457SAndroid Build Coastguard Worker }
1211*4bdc9457SAndroid Build Coastguard Worker }
1212*4bdc9457SAndroid Build Coastguard Worker }
1213*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,a_scale)1214*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, a_scale) {
1215*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1216*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1217*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
1218*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1219*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1220*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
1221*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1222*4bdc9457SAndroid Build Coastguard Worker }
1223*4bdc9457SAndroid Build Coastguard Worker }
1224*4bdc9457SAndroid Build Coastguard Worker }
1225*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,b_scale)1226*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, b_scale) {
1227*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1228*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1229*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
1230*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1231*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1232*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
1233*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1234*4bdc9457SAndroid Build Coastguard Worker }
1235*4bdc9457SAndroid Build Coastguard Worker }
1236*4bdc9457SAndroid Build Coastguard Worker }
1237*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,y_scale)1238*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, y_scale) {
1239*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1240*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1241*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
1242*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1243*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1244*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
1245*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1246*4bdc9457SAndroid Build Coastguard Worker }
1247*4bdc9457SAndroid Build Coastguard Worker }
1248*4bdc9457SAndroid Build Coastguard Worker }
1249*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,qmin)1250*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, qmin) {
1251*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1252*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1253*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1254*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1255*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
1256*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1257*4bdc9457SAndroid Build Coastguard Worker }
1258*4bdc9457SAndroid Build Coastguard Worker }
1259*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8,qmax)1260*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X8, qmax) {
1261*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1262*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1263*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1264*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1265*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
1266*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1267*4bdc9457SAndroid Build Coastguard Worker }
1268*4bdc9457SAndroid Build Coastguard Worker }
1269*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
1270*4bdc9457SAndroid Build Coastguard Worker
1271*4bdc9457SAndroid Build Coastguard Worker
1272*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,batch_eq_16)1273*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, batch_eq_16) {
1274*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1275*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1276*4bdc9457SAndroid Build Coastguard Worker .batch_size(16)
1277*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1278*4bdc9457SAndroid Build Coastguard Worker }
1279*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,batch_div_16)1280*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, batch_div_16) {
1281*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1282*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
1283*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1284*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1285*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1286*4bdc9457SAndroid Build Coastguard Worker }
1287*4bdc9457SAndroid Build Coastguard Worker }
1288*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,batch_lt_16)1289*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, batch_lt_16) {
1290*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1291*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 16; batch_size++) {
1292*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1293*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1294*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1295*4bdc9457SAndroid Build Coastguard Worker }
1296*4bdc9457SAndroid Build Coastguard Worker }
1297*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,batch_gt_16)1298*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, batch_gt_16) {
1299*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1300*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 17; batch_size < 32; batch_size++) {
1301*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1302*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1303*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1304*4bdc9457SAndroid Build Coastguard Worker }
1305*4bdc9457SAndroid Build Coastguard Worker }
1306*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,inplace)1307*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, inplace) {
1308*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1309*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1310*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1311*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1312*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
1313*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1314*4bdc9457SAndroid Build Coastguard Worker }
1315*4bdc9457SAndroid Build Coastguard Worker }
1316*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,a_zero_point)1317*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, a_zero_point) {
1318*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1319*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1320*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
1321*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1322*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1323*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
1324*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1325*4bdc9457SAndroid Build Coastguard Worker }
1326*4bdc9457SAndroid Build Coastguard Worker }
1327*4bdc9457SAndroid Build Coastguard Worker }
1328*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,b_zero_point)1329*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, b_zero_point) {
1330*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1331*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1332*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
1333*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1334*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1335*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
1336*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1337*4bdc9457SAndroid Build Coastguard Worker }
1338*4bdc9457SAndroid Build Coastguard Worker }
1339*4bdc9457SAndroid Build Coastguard Worker }
1340*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,y_zero_point)1341*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, y_zero_point) {
1342*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1343*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1344*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
1345*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1346*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1347*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
1348*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1349*4bdc9457SAndroid Build Coastguard Worker }
1350*4bdc9457SAndroid Build Coastguard Worker }
1351*4bdc9457SAndroid Build Coastguard Worker }
1352*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,a_scale)1353*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, a_scale) {
1354*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1355*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1356*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
1357*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1358*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1359*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
1360*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1361*4bdc9457SAndroid Build Coastguard Worker }
1362*4bdc9457SAndroid Build Coastguard Worker }
1363*4bdc9457SAndroid Build Coastguard Worker }
1364*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,b_scale)1365*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, b_scale) {
1366*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1367*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1368*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
1369*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1370*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1371*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
1372*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1373*4bdc9457SAndroid Build Coastguard Worker }
1374*4bdc9457SAndroid Build Coastguard Worker }
1375*4bdc9457SAndroid Build Coastguard Worker }
1376*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,y_scale)1377*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, y_scale) {
1378*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1379*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1380*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
1381*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1382*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1383*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
1384*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1385*4bdc9457SAndroid Build Coastguard Worker }
1386*4bdc9457SAndroid Build Coastguard Worker }
1387*4bdc9457SAndroid Build Coastguard Worker }
1388*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,qmin)1389*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, qmin) {
1390*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1391*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1392*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1393*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1394*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
1395*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1396*4bdc9457SAndroid Build Coastguard Worker }
1397*4bdc9457SAndroid Build Coastguard Worker }
1398*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16,qmax)1399*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SSE41_MUL16_LD64_X16, qmax) {
1400*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_SSE41;
1401*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1402*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1403*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1404*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
1405*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1406*4bdc9457SAndroid Build Coastguard Worker }
1407*4bdc9457SAndroid Build Coastguard Worker }
1408*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
1409*4bdc9457SAndroid Build Coastguard Worker
1410*4bdc9457SAndroid Build Coastguard Worker
1411*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,batch_eq_8)1412*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, batch_eq_8) {
1413*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1414*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1415*4bdc9457SAndroid Build Coastguard Worker .batch_size(8)
1416*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1417*4bdc9457SAndroid Build Coastguard Worker }
1418*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,batch_div_8)1419*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, batch_div_8) {
1420*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1421*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
1422*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1423*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1424*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1425*4bdc9457SAndroid Build Coastguard Worker }
1426*4bdc9457SAndroid Build Coastguard Worker }
1427*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,batch_lt_8)1428*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, batch_lt_8) {
1429*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1430*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 8; batch_size++) {
1431*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1432*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1433*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1434*4bdc9457SAndroid Build Coastguard Worker }
1435*4bdc9457SAndroid Build Coastguard Worker }
1436*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,batch_gt_8)1437*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, batch_gt_8) {
1438*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1439*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 9; batch_size < 16; batch_size++) {
1440*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1441*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1442*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1443*4bdc9457SAndroid Build Coastguard Worker }
1444*4bdc9457SAndroid Build Coastguard Worker }
1445*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,inplace)1446*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, inplace) {
1447*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1448*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1449*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1450*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1451*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
1452*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1453*4bdc9457SAndroid Build Coastguard Worker }
1454*4bdc9457SAndroid Build Coastguard Worker }
1455*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,a_zero_point)1456*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, a_zero_point) {
1457*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1458*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1459*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
1460*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1461*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1462*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
1463*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1464*4bdc9457SAndroid Build Coastguard Worker }
1465*4bdc9457SAndroid Build Coastguard Worker }
1466*4bdc9457SAndroid Build Coastguard Worker }
1467*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,b_zero_point)1468*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, b_zero_point) {
1469*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1470*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1471*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
1472*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1473*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1474*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
1475*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1476*4bdc9457SAndroid Build Coastguard Worker }
1477*4bdc9457SAndroid Build Coastguard Worker }
1478*4bdc9457SAndroid Build Coastguard Worker }
1479*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,y_zero_point)1480*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, y_zero_point) {
1481*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1482*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1483*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
1484*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1485*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1486*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
1487*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1488*4bdc9457SAndroid Build Coastguard Worker }
1489*4bdc9457SAndroid Build Coastguard Worker }
1490*4bdc9457SAndroid Build Coastguard Worker }
1491*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,a_scale)1492*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, a_scale) {
1493*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1494*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1495*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
1496*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1497*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1498*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
1499*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1500*4bdc9457SAndroid Build Coastguard Worker }
1501*4bdc9457SAndroid Build Coastguard Worker }
1502*4bdc9457SAndroid Build Coastguard Worker }
1503*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,b_scale)1504*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, b_scale) {
1505*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1506*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1507*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
1508*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1509*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1510*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
1511*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1512*4bdc9457SAndroid Build Coastguard Worker }
1513*4bdc9457SAndroid Build Coastguard Worker }
1514*4bdc9457SAndroid Build Coastguard Worker }
1515*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,y_scale)1516*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, y_scale) {
1517*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1518*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1519*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
1520*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1521*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1522*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
1523*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1524*4bdc9457SAndroid Build Coastguard Worker }
1525*4bdc9457SAndroid Build Coastguard Worker }
1526*4bdc9457SAndroid Build Coastguard Worker }
1527*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,qmin)1528*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, qmin) {
1529*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1530*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1531*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1532*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1533*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
1534*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1535*4bdc9457SAndroid Build Coastguard Worker }
1536*4bdc9457SAndroid Build Coastguard Worker }
1537*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8,qmax)1538*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X8, qmax) {
1539*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1540*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1541*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1542*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1543*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
1544*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x8, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1545*4bdc9457SAndroid Build Coastguard Worker }
1546*4bdc9457SAndroid Build Coastguard Worker }
1547*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
1548*4bdc9457SAndroid Build Coastguard Worker
1549*4bdc9457SAndroid Build Coastguard Worker
1550*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,batch_eq_16)1551*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, batch_eq_16) {
1552*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1553*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1554*4bdc9457SAndroid Build Coastguard Worker .batch_size(16)
1555*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1556*4bdc9457SAndroid Build Coastguard Worker }
1557*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,batch_div_16)1558*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, batch_div_16) {
1559*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1560*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
1561*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1562*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1563*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1564*4bdc9457SAndroid Build Coastguard Worker }
1565*4bdc9457SAndroid Build Coastguard Worker }
1566*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,batch_lt_16)1567*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, batch_lt_16) {
1568*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1569*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 16; batch_size++) {
1570*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1571*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1572*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1573*4bdc9457SAndroid Build Coastguard Worker }
1574*4bdc9457SAndroid Build Coastguard Worker }
1575*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,batch_gt_16)1576*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, batch_gt_16) {
1577*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1578*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 17; batch_size < 32; batch_size++) {
1579*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1580*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1581*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1582*4bdc9457SAndroid Build Coastguard Worker }
1583*4bdc9457SAndroid Build Coastguard Worker }
1584*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,inplace)1585*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, inplace) {
1586*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1587*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1588*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1589*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1590*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
1591*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1592*4bdc9457SAndroid Build Coastguard Worker }
1593*4bdc9457SAndroid Build Coastguard Worker }
1594*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,a_zero_point)1595*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, a_zero_point) {
1596*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1597*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1598*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
1599*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1600*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1601*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
1602*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1603*4bdc9457SAndroid Build Coastguard Worker }
1604*4bdc9457SAndroid Build Coastguard Worker }
1605*4bdc9457SAndroid Build Coastguard Worker }
1606*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,b_zero_point)1607*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, b_zero_point) {
1608*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1609*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1610*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
1611*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1612*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1613*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
1614*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1615*4bdc9457SAndroid Build Coastguard Worker }
1616*4bdc9457SAndroid Build Coastguard Worker }
1617*4bdc9457SAndroid Build Coastguard Worker }
1618*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,y_zero_point)1619*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, y_zero_point) {
1620*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1621*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1622*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
1623*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1624*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1625*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
1626*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1627*4bdc9457SAndroid Build Coastguard Worker }
1628*4bdc9457SAndroid Build Coastguard Worker }
1629*4bdc9457SAndroid Build Coastguard Worker }
1630*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,a_scale)1631*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, a_scale) {
1632*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1633*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1634*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
1635*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1636*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1637*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
1638*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1639*4bdc9457SAndroid Build Coastguard Worker }
1640*4bdc9457SAndroid Build Coastguard Worker }
1641*4bdc9457SAndroid Build Coastguard Worker }
1642*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,b_scale)1643*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, b_scale) {
1644*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1645*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1646*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
1647*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1648*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1649*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
1650*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1651*4bdc9457SAndroid Build Coastguard Worker }
1652*4bdc9457SAndroid Build Coastguard Worker }
1653*4bdc9457SAndroid Build Coastguard Worker }
1654*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,y_scale)1655*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, y_scale) {
1656*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1657*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1658*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
1659*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1660*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1661*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
1662*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1663*4bdc9457SAndroid Build Coastguard Worker }
1664*4bdc9457SAndroid Build Coastguard Worker }
1665*4bdc9457SAndroid Build Coastguard Worker }
1666*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,qmin)1667*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, qmin) {
1668*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1669*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1670*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1671*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1672*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
1673*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1674*4bdc9457SAndroid Build Coastguard Worker }
1675*4bdc9457SAndroid Build Coastguard Worker }
1676*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16,qmax)1677*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__AVX_MUL16_LD64_X16, qmax) {
1678*4bdc9457SAndroid Build Coastguard Worker TEST_REQUIRES_X86_AVX;
1679*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1680*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1681*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1682*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
1683*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, xnn_init_qu8_mul_minmax_fp32_sse2_params, xnn_qu8_requantize_fp32);
1684*4bdc9457SAndroid Build Coastguard Worker }
1685*4bdc9457SAndroid Build Coastguard Worker }
1686*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
1687*4bdc9457SAndroid Build Coastguard Worker
1688*4bdc9457SAndroid Build Coastguard Worker
1689*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,batch_eq_8)1690*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, batch_eq_8) {
1691*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1692*4bdc9457SAndroid Build Coastguard Worker .batch_size(8)
1693*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1694*4bdc9457SAndroid Build Coastguard Worker }
1695*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,batch_div_8)1696*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, batch_div_8) {
1697*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 16; batch_size < 80; batch_size += 8) {
1698*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1699*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1700*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1701*4bdc9457SAndroid Build Coastguard Worker }
1702*4bdc9457SAndroid Build Coastguard Worker }
1703*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,batch_lt_8)1704*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, batch_lt_8) {
1705*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 8; batch_size++) {
1706*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1707*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1708*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1709*4bdc9457SAndroid Build Coastguard Worker }
1710*4bdc9457SAndroid Build Coastguard Worker }
1711*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,batch_gt_8)1712*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, batch_gt_8) {
1713*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 9; batch_size < 16; batch_size++) {
1714*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1715*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1716*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1717*4bdc9457SAndroid Build Coastguard Worker }
1718*4bdc9457SAndroid Build Coastguard Worker }
1719*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,inplace)1720*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, inplace) {
1721*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1722*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1723*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1724*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
1725*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1726*4bdc9457SAndroid Build Coastguard Worker }
1727*4bdc9457SAndroid Build Coastguard Worker }
1728*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,a_zero_point)1729*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, a_zero_point) {
1730*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1731*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
1732*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1733*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1734*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
1735*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1736*4bdc9457SAndroid Build Coastguard Worker }
1737*4bdc9457SAndroid Build Coastguard Worker }
1738*4bdc9457SAndroid Build Coastguard Worker }
1739*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,b_zero_point)1740*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, b_zero_point) {
1741*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1742*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
1743*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1744*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1745*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
1746*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1747*4bdc9457SAndroid Build Coastguard Worker }
1748*4bdc9457SAndroid Build Coastguard Worker }
1749*4bdc9457SAndroid Build Coastguard Worker }
1750*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,y_zero_point)1751*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, y_zero_point) {
1752*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1753*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
1754*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1755*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1756*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
1757*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1758*4bdc9457SAndroid Build Coastguard Worker }
1759*4bdc9457SAndroid Build Coastguard Worker }
1760*4bdc9457SAndroid Build Coastguard Worker }
1761*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,a_scale)1762*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, a_scale) {
1763*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1764*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
1765*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1766*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1767*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
1768*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1769*4bdc9457SAndroid Build Coastguard Worker }
1770*4bdc9457SAndroid Build Coastguard Worker }
1771*4bdc9457SAndroid Build Coastguard Worker }
1772*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,b_scale)1773*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, b_scale) {
1774*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1775*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
1776*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1777*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1778*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
1779*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1780*4bdc9457SAndroid Build Coastguard Worker }
1781*4bdc9457SAndroid Build Coastguard Worker }
1782*4bdc9457SAndroid Build Coastguard Worker }
1783*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,y_scale)1784*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, y_scale) {
1785*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1786*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
1787*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1788*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1789*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
1790*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1791*4bdc9457SAndroid Build Coastguard Worker }
1792*4bdc9457SAndroid Build Coastguard Worker }
1793*4bdc9457SAndroid Build Coastguard Worker }
1794*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,qmin)1795*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, qmin) {
1796*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1797*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1798*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1799*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
1800*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1801*4bdc9457SAndroid Build Coastguard Worker }
1802*4bdc9457SAndroid Build Coastguard Worker }
1803*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8,qmax)1804*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X8, qmax) {
1805*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 40; batch_size += 7) {
1806*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1807*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1808*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
1809*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1810*4bdc9457SAndroid Build Coastguard Worker }
1811*4bdc9457SAndroid Build Coastguard Worker }
1812*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
1813*4bdc9457SAndroid Build Coastguard Worker
1814*4bdc9457SAndroid Build Coastguard Worker
1815*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,batch_eq_16)1816*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, batch_eq_16) {
1817*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1818*4bdc9457SAndroid Build Coastguard Worker .batch_size(16)
1819*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1820*4bdc9457SAndroid Build Coastguard Worker }
1821*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,batch_div_16)1822*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, batch_div_16) {
1823*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 32; batch_size < 160; batch_size += 16) {
1824*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1825*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1826*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1827*4bdc9457SAndroid Build Coastguard Worker }
1828*4bdc9457SAndroid Build Coastguard Worker }
1829*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,batch_lt_16)1830*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, batch_lt_16) {
1831*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 16; batch_size++) {
1832*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1833*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1834*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1835*4bdc9457SAndroid Build Coastguard Worker }
1836*4bdc9457SAndroid Build Coastguard Worker }
1837*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,batch_gt_16)1838*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, batch_gt_16) {
1839*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 17; batch_size < 32; batch_size++) {
1840*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1841*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1842*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1843*4bdc9457SAndroid Build Coastguard Worker }
1844*4bdc9457SAndroid Build Coastguard Worker }
1845*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,inplace)1846*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, inplace) {
1847*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1848*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1849*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1850*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
1851*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1852*4bdc9457SAndroid Build Coastguard Worker }
1853*4bdc9457SAndroid Build Coastguard Worker }
1854*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,a_zero_point)1855*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, a_zero_point) {
1856*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1857*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
1858*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1859*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1860*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
1861*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1862*4bdc9457SAndroid Build Coastguard Worker }
1863*4bdc9457SAndroid Build Coastguard Worker }
1864*4bdc9457SAndroid Build Coastguard Worker }
1865*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,b_zero_point)1866*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, b_zero_point) {
1867*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1868*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
1869*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1870*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1871*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
1872*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1873*4bdc9457SAndroid Build Coastguard Worker }
1874*4bdc9457SAndroid Build Coastguard Worker }
1875*4bdc9457SAndroid Build Coastguard Worker }
1876*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,y_zero_point)1877*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, y_zero_point) {
1878*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1879*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
1880*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1881*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1882*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
1883*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1884*4bdc9457SAndroid Build Coastguard Worker }
1885*4bdc9457SAndroid Build Coastguard Worker }
1886*4bdc9457SAndroid Build Coastguard Worker }
1887*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,a_scale)1888*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, a_scale) {
1889*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1890*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
1891*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1892*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1893*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
1894*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1895*4bdc9457SAndroid Build Coastguard Worker }
1896*4bdc9457SAndroid Build Coastguard Worker }
1897*4bdc9457SAndroid Build Coastguard Worker }
1898*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,b_scale)1899*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, b_scale) {
1900*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1901*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
1902*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1903*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1904*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
1905*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1906*4bdc9457SAndroid Build Coastguard Worker }
1907*4bdc9457SAndroid Build Coastguard Worker }
1908*4bdc9457SAndroid Build Coastguard Worker }
1909*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,y_scale)1910*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, y_scale) {
1911*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1912*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
1913*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1914*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1915*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
1916*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1917*4bdc9457SAndroid Build Coastguard Worker }
1918*4bdc9457SAndroid Build Coastguard Worker }
1919*4bdc9457SAndroid Build Coastguard Worker }
1920*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,qmin)1921*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, qmin) {
1922*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1923*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1924*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1925*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
1926*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1927*4bdc9457SAndroid Build Coastguard Worker }
1928*4bdc9457SAndroid Build Coastguard Worker }
1929*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16,qmax)1930*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__WASMSIMD_MUL32_LD64_X16, qmax) {
1931*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 80; batch_size += 15) {
1932*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1933*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1934*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
1935*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x16, xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, xnn_qu8_requantize_fp32);
1936*4bdc9457SAndroid Build Coastguard Worker }
1937*4bdc9457SAndroid Build Coastguard Worker }
1938*4bdc9457SAndroid Build Coastguard Worker #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
1939*4bdc9457SAndroid Build Coastguard Worker
1940*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1,batch_eq_1)1941*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1, batch_eq_1) {
1942*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1943*4bdc9457SAndroid Build Coastguard Worker .batch_size(1)
1944*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x1, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
1945*4bdc9457SAndroid Build Coastguard Worker }
1946*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1,batch_gt_1)1947*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1, batch_gt_1) {
1948*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 2; batch_size < 10; batch_size++) {
1949*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1950*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1951*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x1, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
1952*4bdc9457SAndroid Build Coastguard Worker }
1953*4bdc9457SAndroid Build Coastguard Worker }
1954*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1,inplace)1955*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1, inplace) {
1956*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
1957*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1958*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1959*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
1960*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x1, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
1961*4bdc9457SAndroid Build Coastguard Worker }
1962*4bdc9457SAndroid Build Coastguard Worker }
1963*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1,a_zero_point)1964*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1, a_zero_point) {
1965*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
1966*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
1967*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1968*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1969*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
1970*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x1, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
1971*4bdc9457SAndroid Build Coastguard Worker }
1972*4bdc9457SAndroid Build Coastguard Worker }
1973*4bdc9457SAndroid Build Coastguard Worker }
1974*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1,b_zero_point)1975*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1, b_zero_point) {
1976*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
1977*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
1978*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1979*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1980*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
1981*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x1, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
1982*4bdc9457SAndroid Build Coastguard Worker }
1983*4bdc9457SAndroid Build Coastguard Worker }
1984*4bdc9457SAndroid Build Coastguard Worker }
1985*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1,y_zero_point)1986*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1, y_zero_point) {
1987*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
1988*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
1989*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
1990*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
1991*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
1992*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x1, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
1993*4bdc9457SAndroid Build Coastguard Worker }
1994*4bdc9457SAndroid Build Coastguard Worker }
1995*4bdc9457SAndroid Build Coastguard Worker }
1996*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1,a_scale)1997*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1, a_scale) {
1998*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
1999*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
2000*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2001*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2002*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
2003*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x1, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2004*4bdc9457SAndroid Build Coastguard Worker }
2005*4bdc9457SAndroid Build Coastguard Worker }
2006*4bdc9457SAndroid Build Coastguard Worker }
2007*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1,b_scale)2008*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1, b_scale) {
2009*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
2010*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
2011*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2012*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2013*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
2014*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x1, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2015*4bdc9457SAndroid Build Coastguard Worker }
2016*4bdc9457SAndroid Build Coastguard Worker }
2017*4bdc9457SAndroid Build Coastguard Worker }
2018*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1,y_scale)2019*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1, y_scale) {
2020*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
2021*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
2022*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2023*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2024*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
2025*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x1, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2026*4bdc9457SAndroid Build Coastguard Worker }
2027*4bdc9457SAndroid Build Coastguard Worker }
2028*4bdc9457SAndroid Build Coastguard Worker }
2029*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1,qmin)2030*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1, qmin) {
2031*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
2032*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2033*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2034*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
2035*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x1, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2036*4bdc9457SAndroid Build Coastguard Worker }
2037*4bdc9457SAndroid Build Coastguard Worker }
2038*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1,qmax)2039*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X1, qmax) {
2040*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 5; batch_size += 1) {
2041*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2042*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2043*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
2044*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x1, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2045*4bdc9457SAndroid Build Coastguard Worker }
2046*4bdc9457SAndroid Build Coastguard Worker }
2047*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,batch_eq_2)2048*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, batch_eq_2) {
2049*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2050*4bdc9457SAndroid Build Coastguard Worker .batch_size(2)
2051*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2052*4bdc9457SAndroid Build Coastguard Worker }
2053*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,batch_div_2)2054*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, batch_div_2) {
2055*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 4; batch_size < 20; batch_size += 2) {
2056*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2057*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2058*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2059*4bdc9457SAndroid Build Coastguard Worker }
2060*4bdc9457SAndroid Build Coastguard Worker }
2061*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,batch_lt_2)2062*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, batch_lt_2) {
2063*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 2; batch_size++) {
2064*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2065*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2066*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2067*4bdc9457SAndroid Build Coastguard Worker }
2068*4bdc9457SAndroid Build Coastguard Worker }
2069*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,batch_gt_2)2070*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, batch_gt_2) {
2071*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 3; batch_size < 4; batch_size++) {
2072*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2073*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2074*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2075*4bdc9457SAndroid Build Coastguard Worker }
2076*4bdc9457SAndroid Build Coastguard Worker }
2077*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,inplace)2078*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, inplace) {
2079*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
2080*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2081*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2082*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
2083*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2084*4bdc9457SAndroid Build Coastguard Worker }
2085*4bdc9457SAndroid Build Coastguard Worker }
2086*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,a_zero_point)2087*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, a_zero_point) {
2088*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
2089*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
2090*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2091*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2092*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
2093*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2094*4bdc9457SAndroid Build Coastguard Worker }
2095*4bdc9457SAndroid Build Coastguard Worker }
2096*4bdc9457SAndroid Build Coastguard Worker }
2097*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,b_zero_point)2098*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, b_zero_point) {
2099*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
2100*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
2101*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2102*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2103*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
2104*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2105*4bdc9457SAndroid Build Coastguard Worker }
2106*4bdc9457SAndroid Build Coastguard Worker }
2107*4bdc9457SAndroid Build Coastguard Worker }
2108*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,y_zero_point)2109*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, y_zero_point) {
2110*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
2111*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
2112*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2113*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2114*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
2115*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2116*4bdc9457SAndroid Build Coastguard Worker }
2117*4bdc9457SAndroid Build Coastguard Worker }
2118*4bdc9457SAndroid Build Coastguard Worker }
2119*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,a_scale)2120*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, a_scale) {
2121*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
2122*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
2123*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2124*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2125*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
2126*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2127*4bdc9457SAndroid Build Coastguard Worker }
2128*4bdc9457SAndroid Build Coastguard Worker }
2129*4bdc9457SAndroid Build Coastguard Worker }
2130*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,b_scale)2131*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, b_scale) {
2132*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
2133*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
2134*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2135*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2136*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
2137*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2138*4bdc9457SAndroid Build Coastguard Worker }
2139*4bdc9457SAndroid Build Coastguard Worker }
2140*4bdc9457SAndroid Build Coastguard Worker }
2141*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,y_scale)2142*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, y_scale) {
2143*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
2144*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
2145*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2146*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2147*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
2148*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2149*4bdc9457SAndroid Build Coastguard Worker }
2150*4bdc9457SAndroid Build Coastguard Worker }
2151*4bdc9457SAndroid Build Coastguard Worker }
2152*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,qmin)2153*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, qmin) {
2154*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
2155*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2156*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2157*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
2158*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2159*4bdc9457SAndroid Build Coastguard Worker }
2160*4bdc9457SAndroid Build Coastguard Worker }
2161*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2,qmax)2162*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X2, qmax) {
2163*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 10; batch_size += 1) {
2164*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2165*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2166*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
2167*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x2, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2168*4bdc9457SAndroid Build Coastguard Worker }
2169*4bdc9457SAndroid Build Coastguard Worker }
2170*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,batch_eq_4)2171*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, batch_eq_4) {
2172*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2173*4bdc9457SAndroid Build Coastguard Worker .batch_size(4)
2174*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2175*4bdc9457SAndroid Build Coastguard Worker }
2176*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,batch_div_4)2177*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, batch_div_4) {
2178*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 8; batch_size < 40; batch_size += 4) {
2179*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2180*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2181*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2182*4bdc9457SAndroid Build Coastguard Worker }
2183*4bdc9457SAndroid Build Coastguard Worker }
2184*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,batch_lt_4)2185*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, batch_lt_4) {
2186*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size < 4; batch_size++) {
2187*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2188*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2189*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2190*4bdc9457SAndroid Build Coastguard Worker }
2191*4bdc9457SAndroid Build Coastguard Worker }
2192*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,batch_gt_4)2193*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, batch_gt_4) {
2194*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 5; batch_size < 8; batch_size++) {
2195*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2196*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2197*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2198*4bdc9457SAndroid Build Coastguard Worker }
2199*4bdc9457SAndroid Build Coastguard Worker }
2200*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,inplace)2201*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, inplace) {
2202*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
2203*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2204*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2205*4bdc9457SAndroid Build Coastguard Worker .inplace(true)
2206*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2207*4bdc9457SAndroid Build Coastguard Worker }
2208*4bdc9457SAndroid Build Coastguard Worker }
2209*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,a_zero_point)2210*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, a_zero_point) {
2211*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
2212*4bdc9457SAndroid Build Coastguard Worker for (int32_t a_zero_point = -128; a_zero_point <= 127; a_zero_point += 51) {
2213*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2214*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2215*4bdc9457SAndroid Build Coastguard Worker .a_zero_point(a_zero_point)
2216*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2217*4bdc9457SAndroid Build Coastguard Worker }
2218*4bdc9457SAndroid Build Coastguard Worker }
2219*4bdc9457SAndroid Build Coastguard Worker }
2220*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,b_zero_point)2221*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, b_zero_point) {
2222*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
2223*4bdc9457SAndroid Build Coastguard Worker for (int32_t b_zero_point = -128; b_zero_point <= 127; b_zero_point += 51) {
2224*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2225*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2226*4bdc9457SAndroid Build Coastguard Worker .b_zero_point(b_zero_point)
2227*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2228*4bdc9457SAndroid Build Coastguard Worker }
2229*4bdc9457SAndroid Build Coastguard Worker }
2230*4bdc9457SAndroid Build Coastguard Worker }
2231*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,y_zero_point)2232*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, y_zero_point) {
2233*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
2234*4bdc9457SAndroid Build Coastguard Worker for (int32_t y_zero_point = -128; y_zero_point <= 127; y_zero_point += 51) {
2235*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2236*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2237*4bdc9457SAndroid Build Coastguard Worker .y_zero_point(y_zero_point)
2238*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2239*4bdc9457SAndroid Build Coastguard Worker }
2240*4bdc9457SAndroid Build Coastguard Worker }
2241*4bdc9457SAndroid Build Coastguard Worker }
2242*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,a_scale)2243*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, a_scale) {
2244*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
2245*4bdc9457SAndroid Build Coastguard Worker for (float a_scale = 0.1f; a_scale <= 10.0f; a_scale *= 3.14f) {
2246*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2247*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2248*4bdc9457SAndroid Build Coastguard Worker .a_scale(a_scale)
2249*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2250*4bdc9457SAndroid Build Coastguard Worker }
2251*4bdc9457SAndroid Build Coastguard Worker }
2252*4bdc9457SAndroid Build Coastguard Worker }
2253*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,b_scale)2254*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, b_scale) {
2255*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
2256*4bdc9457SAndroid Build Coastguard Worker for (float b_scale = 0.1f; b_scale <= 10.0f; b_scale *= 3.14f) {
2257*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2258*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2259*4bdc9457SAndroid Build Coastguard Worker .b_scale(b_scale)
2260*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2261*4bdc9457SAndroid Build Coastguard Worker }
2262*4bdc9457SAndroid Build Coastguard Worker }
2263*4bdc9457SAndroid Build Coastguard Worker }
2264*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,y_scale)2265*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, y_scale) {
2266*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
2267*4bdc9457SAndroid Build Coastguard Worker for (float y_scale = 0.1f; y_scale <= 10.0f; y_scale *= 3.14f) {
2268*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2269*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2270*4bdc9457SAndroid Build Coastguard Worker .y_scale(y_scale)
2271*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2272*4bdc9457SAndroid Build Coastguard Worker }
2273*4bdc9457SAndroid Build Coastguard Worker }
2274*4bdc9457SAndroid Build Coastguard Worker }
2275*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,qmin)2276*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, qmin) {
2277*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
2278*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2279*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2280*4bdc9457SAndroid Build Coastguard Worker .qmin(128)
2281*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2282*4bdc9457SAndroid Build Coastguard Worker }
2283*4bdc9457SAndroid Build Coastguard Worker }
2284*4bdc9457SAndroid Build Coastguard Worker
TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4,qmax)2285*4bdc9457SAndroid Build Coastguard Worker TEST(QU8_VMULC_MINMAX_FP32__SCALAR_X4, qmax) {
2286*4bdc9457SAndroid Build Coastguard Worker for (size_t batch_size = 1; batch_size <= 20; batch_size += 3) {
2287*4bdc9457SAndroid Build Coastguard Worker VMulCMicrokernelTester()
2288*4bdc9457SAndroid Build Coastguard Worker .batch_size(batch_size)
2289*4bdc9457SAndroid Build Coastguard Worker .qmax(128)
2290*4bdc9457SAndroid Build Coastguard Worker .Test(xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, xnn_init_qu8_mul_minmax_fp32_scalar_params, xnn_qu8_requantize_fp32);
2291*4bdc9457SAndroid Build Coastguard Worker }
2292*4bdc9457SAndroid Build Coastguard Worker }