-
Notifications
You must be signed in to change notification settings - Fork 412
/
Copy pathgenerate-tests.sh
executable file
·318 lines (260 loc) · 30.5 KB
/
generate-tests.sh
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
#!/bin/sh
# Copyright 2019 Google LLC
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
### Tests for ArgMaxPool micro-kernels
tools/generate-argmaxpool-test.py --spec test/f32-argmaxpool.yaml --output test/f32-argmaxpool.cc &
### Tests for GEMM micro-kernels
tools/generate-gemm-test.py --spec test/bf16-f32-gemm-minmax.yaml --output-test test/bf16-f32-gemm-minmax.cc &
tools/generate-gemm-test.py --spec test/bf16-gemm-minmax.yaml --output-test test/bf16-gemm-minmax.cc &
tools/generate-gemm-test.py --spec test/f16-gemm-minmax.yaml --output-test test/f16-gemm-minmax.cc --output-bench bench/f16-gemm-minmax.cc &
tools/generate-gemm-test.py --spec test/f16-f32acc-gemm-minmax.yaml --output-test test/f16-f32acc-gemm-minmax.cc &
tools/generate-gemm-test.py --spec test/f32-gemm.yaml --output-test test/f32-gemm.cc --output-test test/f32-gemm-2.cc &
tools/generate-gemm-test.py --spec test/f32-gemm-relu.yaml --output-test test/f32-gemm-relu.cc --output-test test/f32-gemm-relu-2.cc &
tools/generate-gemm-test.py --spec test/f32-gemm-minmax.yaml --output-test test/f32-gemm-minmax.cc --output-test test/f32-gemm-minmax-2.cc --output-bench bench/f32-gemm-minmax.cc &
tools/generate-gemm-test.py --spec test/f32-gemminc-minmax.yaml --output-test test/f32-gemminc-minmax.cc --output-test test/f32-gemminc-minmax-2.cc &
tools/generate-gemm-test.py --spec test/f32-gemm-goi-minmax.yaml --output-test test/f32-gemm-goi-minmax.cc --output-bench bench/f32-gemm-goi-minmax.cc &
tools/generate-gemm-test.py --spec test/f32-qc4w-gemm-minmax.yaml --output-test test/f32-qc4w-gemm-minmax.cc &
tools/generate-gemm-test.py --spec test/f32-qc8w-gemm.yaml --output-test test/f32-qc8w-gemm.cc &
tools/generate-gemm-test.py --spec test/f32-qc8w-gemm-relu.yaml --output-test test/f32-qc8w-gemm-relu.cc &
tools/generate-gemm-test.py --spec test/f32-qc8w-gemm-minmax.yaml --output-test test/f32-qc8w-gemm-minmax.cc &
tools/generate-gemm-test.py --spec test/pf32-gemm-minmax.yaml --output-test test/pf32-gemm-minmax.cc --output-bench bench/pf32-gemm-minmax.cc &
tools/generate-gemm-test.py --spec test/pqs8-qc8w-gemm-minmax.yaml --output-test test/pqs8-qc8w-gemm-minmax.cc --output-bench bench/pqs8-qc8w-gemm-minmax.cc &
tools/generate-gemm-test.py --spec test/qu8-gemm-minmax-rndnu.yaml --output-test test/qu8-gemm-minmax-rndnu16.cc
tools/generate-gemm-test.py --spec test/qu8-gemm-minmax-fp32.yaml --output-test test/qu8-gemm-minmax-fp32.cc --output-test test/qu8-gemm-minmax-fp32-2.cc --output-bench bench/qu8-gemm-fp32.cc &
tools/generate-gemm-test.py --spec test/qu8-gemm-minmax-rndnu.yaml --output-test test/qu8-gemm-minmax-rndnu.cc --output-test test/qu8-gemm-minmax-rndnu-2.cc --output-bench bench/qu8-gemm-rndnu.cc &
tools/generate-gemm-test.py --spec test/qd8-f16-qc4w-gemm-minmax.yaml --output-test test/qd8-f16-qc4w-gemm-minmax.cc --output-test test/qd8-f16-qc4w-gemm-minmax-2.cc --output-test test/qd8-f16-qc4w-gemm-minmax-3.cc --output-test test/qd8-f16-qc4w-gemm-minmax-4.cc --output-bench bench/qd8-f16-qc4w-gemm.cc &
tools/generate-gemm-test.py --spec test/qd8-f16-qb4w-gemm-minmax.yaml --output-test test/qd8-f16-qb4w-gemm-minmax.cc --output-bench bench/qd8-f16-qb4w-gemm.cc &
tools/generate-gemm-test.py --spec test/qd8-f16-qc8w-gemm-minmax.yaml --output-test test/qd8-f16-qc8w-gemm-minmax.cc --output-test test/qd8-f16-qc8w-gemm-minmax-2.cc --output-test test/qd8-f16-qc8w-gemm-minmax-3.cc --output-test test/qd8-f16-qc8w-gemm-minmax-4.cc --output-bench bench/qd8-f16-qc8w-gemm.cc &
tools/generate-gemm-test.py --spec test/qd8-f32-qc8w-gemm-minmax.yaml --output-test test/qd8-f32-qc8w-gemm-minmax.cc --output-test test/qd8-f32-qc8w-gemm-minmax-2.cc --output-test test/qd8-f32-qc8w-gemm-minmax-3.cc --output-test test/qd8-f32-qc8w-gemm-minmax-4.cc --output-bench bench/qd8-f32-qc8w-gemm.cc &
tools/generate-gemm-test.py --spec test/qd8-f32-qc4w-gemm-minmax.yaml --output-test test/qd8-f32-qc4w-gemm-minmax.cc --output-test test/qd8-f32-qc4w-gemm-minmax-2.cc --output-test test/qd8-f32-qc4w-gemm-minmax-3.cc --output-test test/qd8-f32-qc4w-gemm-minmax-4.cc --output-bench bench/qd8-f32-qc4w-gemm.cc &
tools/generate-gemm-test.py --spec test/qd8-f32-qb4w-gemm-minmax.yaml --output-test test/qd8-f32-qb4w-gemm-minmax.cc --output-bench bench/qd8-f32-qb4w-gemm.cc &
tools/generate-gemm-test.py --spec test/qp8-f32-qc4w-gemm-minmax.yaml --output-test test/qp8-f32-qc4w-gemm-minmax.cc --output-bench bench/qp8-f32-qc4w-gemm.cc &
tools/generate-gemm-test.py --spec test/qp8-f32-qc8w-gemm-minmax.yaml --output-test test/qp8-f32-qc8w-gemm-minmax.cc --output-bench bench/qp8-f32-qc8w-gemm.cc &
tools/generate-gemm-test.py --spec test/qp8-f32-qb4w-gemm-minmax.yaml --output-test test/qp8-f32-qb4w-gemm-minmax.cc --output-bench bench/qp8-f32-qb4w-gemm.cc &
tools/generate-gemm-test.py --spec test/qs8-qc8w-gemm-minmax-fp32.yaml --output-test test/qs8-qc8w-gemm-minmax-fp32.cc --output-test test/qs8-qc8w-gemm-minmax-fp32-2.cc --output-test test/qs8-qc8w-gemm-minmax-fp32-3.cc --output-bench bench/qs8-qc8w-gemm-fp32.cc &
### Tests for IGEMM micro-kernels
tools/generate-gemm-test.py --spec test/f16-igemm-minmax.yaml --output-test test/f16-igemm-minmax.cc &
tools/generate-gemm-test.py --spec test/f16-f32acc-igemm-minmax.yaml --output-test test/f16-f32acc-igemm-minmax.cc &
tools/generate-gemm-test.py --spec test/f32-igemm.yaml --output-test test/f32-igemm.cc --output-test test/f32-igemm-2.cc &
tools/generate-gemm-test.py --spec test/f32-igemm-relu.yaml --output-test test/f32-igemm-relu.cc --output-test test/f32-igemm-relu-2.cc &
tools/generate-gemm-test.py --spec test/f32-igemm-minmax.yaml --output-test test/f32-igemm-minmax.cc --output-test test/f32-igemm-minmax-2.cc &
tools/generate-gemm-test.py --spec test/qd8-f16-qc8w-igemm-minmax.yaml --output-test test/qd8-f16-qc8w-igemm-minmax.cc --output-test test/qd8-f16-qc8w-igemm-minmax-2.cc --output-test test/qd8-f16-qc8w-igemm-minmax-3.cc --output-test test/qd8-f16-qc8w-igemm-minmax-4.cc &
tools/generate-gemm-test.py --spec test/qd8-f32-qc8w-igemm-minmax.yaml --output-test test/qd8-f32-qc8w-igemm-minmax.cc --output-test test/qd8-f32-qc8w-igemm-minmax-2.cc --output-test test/qd8-f32-qc8w-igemm-minmax-3.cc &
tools/generate-gemm-test.py --spec test/qu8-igemm-minmax-fp32.yaml --output-test test/qu8-igemm-minmax-fp32.cc --output-test test/qu8-igemm-minmax-fp32-2.cc &
tools/generate-gemm-test.py --spec test/qu8-igemm-minmax-rndnu.yaml --output-test test/qu8-igemm-minmax-rndnu.cc --output-test test/qu8-igemm-minmax-rndnu-2.cc &
tools/generate-gemm-test.py --spec test/qs8-qc8w-igemm-minmax-fp32.yaml --output-test test/qs8-qc8w-igemm-minmax-fp32.cc --output-test test/qs8-qc8w-igemm-minmax-fp32-2.cc --output-test test/qs8-qc8w-igemm-minmax-fp32-3.cc &
### Tests for PPMM micro-kernels
tools/generate-gemm-test.py --spec test/f32-ppmm-minmax.yaml --output-test test/f32-ppmm-minmax.cc &
### Tests for SPMM micro-kernels
tools/generate-spmm-test.py --spec test/f16-spmm-minmax.yaml --output-test test/f16-spmm-minmax.cc &
tools/generate-spmm-test.py --spec test/f32-spmm-minmax.yaml --output-test test/f32-spmm-minmax.cc --output-test test/f32-spmm-minmax-2.cc --output-test test/f32-spmm-minmax-3.cc --output-test test/f32-spmm-minmax-4.cc --output-bench bench/f32-spmm.cc &
### Tests for VBinary micro-kernels
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f16-vadd --output test/f16-vadd.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f16-vdiv --output test/f16-vdiv.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f16-vmax --output test/f16-vmax.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f16-vmin --output test/f16-vmin.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f16-vmul --output test/f16-vmul.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f16-vprelu --output test/f16-vprelu.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f16-vsqrdiff --output test/f16-vsqrdiff.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f16-vsub --output test/f16-vsub.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f16-vaddc --output test/f16-vaddc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f16-vdivc --output test/f16-vdivc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f16-vrdivc --output test/f16-vrdivc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f16-vmaxc --output test/f16-vmaxc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f16-vminc --output test/f16-vminc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f16-vmulc --output test/f16-vmulc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f16-vpreluc --output test/f16-vpreluc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f16-vrpreluc --output test/f16-vrpreluc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f16-vsqrdiffc --output test/f16-vsqrdiffc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f16-vsubc --output test/f16-vsubc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f16-vrsubc --output test/f16-vrsubc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f32-vadd --output test/f32-vadd.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f32-vcopysign --output test/f32-vcopysign.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f32-vdiv --output test/f32-vdiv.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f32-vmax --output test/f32-vmax.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f32-vmin --output test/f32-vmin.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f32-vmul --output test/f32-vmul.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f32-vprelu --output test/f32-vprelu.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f32-vsqrdiff --output test/f32-vsqrdiff.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel f32-vsub --output test/f32-vsub.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vaddc --output test/f32-vaddc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vcopysignc --output test/f32-vcopysignc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vdivc --output test/f32-vdivc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vmaxc --output test/f32-vmaxc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vminc --output test/f32-vminc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vmulc --output test/f32-vmulc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vpreluc --output test/f32-vpreluc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vrpreluc --output test/f32-vrpreluc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vrcopysignc --output test/f32-vrcopysignc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vrdivc --output test/f32-vrdivc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vrsubc --output test/f32-vrsubc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vsqrdiffc --output test/f32-vsqrdiffc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel f32-vsubc --output test/f32-vsubc.cc &
tools/generate-vbinary-test.py --tester VCMulMicrokernelTester --ukernel f16-vcmul --output test/f16-vcmul.cc &
tools/generate-vbinary-test.py --tester VCMulMicrokernelTester --ukernel f32-vcmul --output test/f32-vcmul.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel qs8-vadd-minmax --output test/qs8-vadd-minmax.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel qu8-vadd-minmax --output test/qu8-vadd-minmax.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel qs8-vaddc-minmax --output test/qs8-vaddc-minmax.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel qu8-vaddc-minmax --output test/qu8-vaddc-minmax.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel qs8-vmul-minmax-fp32 --output test/qs8-vmul-minmax-fp32.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel qs8-vmul-minmax-rndnu --output test/qs8-vmul-minmax-rndnu.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel qu8-vmul-minmax-fp32 --output test/qu8-vmul-minmax-fp32.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel qu8-vmul-minmax-rndnu --output test/qu8-vmul-minmax-rndnu.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel qs8-vmulc-minmax-fp32 --output test/qs8-vmulc-minmax-fp32.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel qs8-vmulc-minmax-rndnu --output test/qs8-vmulc-minmax-rndnu.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel qu8-vmulc-minmax-fp32 --output test/qu8-vmulc-minmax-fp32.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel qu8-vmulc-minmax-rndnu --output test/qu8-vmulc-minmax-rndnu.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel qs8-vprelu --output test/qs8-vprelu.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel qs8-vpreluc --output test/qs8-vpreluc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel qs8-vrpreluc --output test/qs8-vrpreluc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --ukernel qu8-vprelu --output test/qu8-vprelu.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel qu8-vpreluc --output test/qu8-vpreluc.cc &
tools/generate-vbinary-test.py --tester VBinaryMicrokernelTester --broadcast_b --ukernel qu8-vrpreluc --output test/qu8-vrpreluc.cc &
### Tests for VUnary micro-kernels
tools/generate-vunary-test.py --ukernel f16-vabs --output test/f16-vabs.cc &
tools/generate-vunary-test.py --ukernel f16-vapproxgelu --output test/f16-vapproxgelu.cc &
tools/generate-vunary-test.py --ukernel f16-vclamp --output test/f16-vclamp.cc &
tools/generate-vunary-test.py --ukernel f16-vcos --output test/f16-vcos.cc &
tools/generate-vunary-test.py --ukernel f16-velu --output test/f16-velu.cc &
tools/generate-vunary-test.py --ukernel f16-vexp --output test/f16-vexp.cc &
tools/generate-vunary-test.py --ukernel f16-vgelu --output test/f16-vgelu.cc &
tools/generate-vunary-test.py --ukernel f16-vneg --output test/f16-vneg.cc &
tools/generate-vunary-test.py --ukernel f16-vrndd --output test/f16-vrndd.cc &
tools/generate-vunary-test.py --ukernel f16-vrndne --output test/f16-vrndne.cc &
tools/generate-vunary-test.py --ukernel f16-vrndu --output test/f16-vrndu.cc &
tools/generate-vunary-test.py --ukernel f16-vrndz --output test/f16-vrndz.cc &
tools/generate-vunary-test.py --ukernel f16-vrsqrt --output test/f16-vrsqrt.cc &
tools/generate-vunary-test.py --ukernel f16-vsigmoid --output test/f16-vsigmoid.cc &
tools/generate-vunary-test.py --ukernel f16-vsin --output test/f16-vsin.cc &
tools/generate-vunary-test.py --ukernel f16-vsqr --output test/f16-vsqr.cc &
tools/generate-vunary-test.py --ukernel f16-vsqrt --output test/f16-vsqrt.cc &
tools/generate-vunary-test.py --ukernel f16-vtanh --output test/f16-vtanh.cc &
tools/generate-vunary-test.py --ukernel f32-vabs --output test/f32-vabs.cc &
tools/generate-vunary-test.py --ukernel f32-vapproxgelu --output test/f32-vapproxgelu.cc &
tools/generate-vunary-test.py --ukernel f32-vclamp --output test/f32-vclamp.cc &
tools/generate-vunary-test.py --ukernel f32-vcos --output test/f32-vcos.cc &
tools/generate-vunary-test.py --ukernel f32-velu --output test/f32-velu.cc &
tools/generate-vunary-test.py --ukernel f32-vgelu --output test/f32-vgelu.cc &
tools/generate-vunary-test.py --ukernel f32-vexp --output test/f32-vexp.cc &
tools/generate-vunary-test.py --ukernel f32-vlog --output test/f32-vlog.cc &
tools/generate-vunary-test.py --ukernel f32-vneg --output test/f32-vneg.cc &
tools/generate-vunary-test.py --ukernel f32-vrelu --output test/f32-vrelu.cc &
tools/generate-vunary-test.py --ukernel f32-vrndd --output test/f32-vrndd.cc &
tools/generate-vunary-test.py --ukernel f32-vrndne --output test/f32-vrndne.cc &
tools/generate-vunary-test.py --ukernel f32-vrndu --output test/f32-vrndu.cc &
tools/generate-vunary-test.py --ukernel f32-vrndz --output test/f32-vrndz.cc &
tools/generate-vunary-test.py --ukernel f32-vrsqrt --output test/f32-vrsqrt.cc &
tools/generate-vunary-test.py --ukernel f32-vsigmoid --output test/f32-vsigmoid.cc &
tools/generate-vunary-test.py --ukernel f32-vsin --output test/f32-vsin.cc &
tools/generate-vunary-test.py --ukernel f32-vsqr --output test/f32-vsqr.cc &
tools/generate-vunary-test.py --ukernel f32-vsqrt --output test/f32-vsqrt.cc &
tools/generate-vunary-test.py --ukernel f32-vtanh --output test/f32-vtanh.cc &
tools/generate-vunary-test.py --ukernel s8-vclamp --output test/s8-vclamp.cc &
tools/generate-vunary-test.py --ukernel u8-vclamp --output test/u8-vclamp.cc &
### Tests for VLRelu micro-kernels
tools/generate-vunary-test.py --ukernel f16-vlrelu --output test/f16-vlrelu.cc &
tools/generate-vunary-test.py --ukernel f32-vlrelu --output test/f32-vlrelu.cc &
tools/generate-vunary-test.py --ukernel qs8-vlrelu --output test/qs8-vlrelu.cc &
tools/generate-vunary-test.py --ukernel qu8-vlrelu --output test/qu8-vlrelu.cc &
### Tests for Reduce micro-kernels
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/f16-rmax.yaml --output test/f16-rmax.cc &
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/f16-rmin.yaml --output test/f16-rmin.cc &
tools/generate-reduce-test.py --tester RSumMicrokernelTester --spec test/f16-rsum.yaml --output test/f16-rsum.cc &
tools/generate-reduce-test.py --tester RSumMicrokernelTester --spec test/f16-f32acc-rsum.yaml --output test/f16-f32acc-rsum.cc &
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/f16-rminmax.yaml --output test/f16-rminmax.cc &
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/f32-rmax.yaml --output test/f32-rmax.cc &
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/f32-rmin.yaml --output test/f32-rmin.cc &
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/f32-rminmax.yaml --output test/f32-rminmax.cc &
tools/generate-reduce-test.py --tester RSumMicrokernelTester --spec test/qs8-rsum.yaml --output test/qs8-rsum.cc &
tools/generate-reduce-test.py --tester RSumMicrokernelTester --spec test/qu8-rsum.yaml --output test/qu8-rsum.cc &
tools/generate-reduce-test.py --tester RSumMicrokernelTester --spec test/f32-rsum.yaml --output test/f32-rsum.cc &
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/s8-rmin.yaml --output test/s8-rmin.cc &
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/s8-rmax.yaml --output test/s8-rmax.cc &
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/s8-rminmax.yaml --output test/s8-rminmax.cc &
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/u8-rmin.yaml --output test/u8-rmin.cc &
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/u8-rmax.yaml --output test/u8-rmax.cc &
tools/generate-reduce-test.py --tester ReduceMicrokernelTester --spec test/u8-rminmax.yaml --output test/u8-rminmax.cc &
tools/generate-reduce-discontiguous-test.py --tester RDSumMicrokernelTester --spec test/f16-f32acc-rdsum.yaml --output test/f16-f32acc-rdsum.cc &
tools/generate-reduce-discontiguous-test.py --tester RDSumMicrokernelTester --spec test/f32-rdsum.yaml --output test/f32-rdsum.cc &
tools/generate-reduce-discontiguous-test.py --tester RDSumMicrokernelTester --spec test/qs8-rdsum-minmax-fp32.yaml --output test/qs8-rdsum-minmax-fp32.cc &
tools/generate-reduce-discontiguous-test.py --tester RDSumMicrokernelTester --spec test/qu8-rdsum.yaml --output test/qu8-rdsum.cc &
tools/generate-reduce-discontiguous-test.py --tester ReduceMicrokernelTester --spec test/f32-rdmin.yaml --output test/f32-rdmin.cc &
tools/generate-reduce-discontiguous-test.py --tester ReduceMicrokernelTester --spec test/f32-rdmax.yaml --output test/f32-rdmax.cc &
tools/generate-reduce-discontiguous-test.py --tester ReduceMicrokernelTester --spec test/f16-rdmin.yaml --output test/f16-rdmin.cc &
tools/generate-reduce-discontiguous-test.py --tester ReduceMicrokernelTester --spec test/f16-rdmax.yaml --output test/f16-rdmax.cc &
tools/generate-reduce-discontiguous-test.py --tester ReduceMicrokernelTester --spec test/s8-rdmin.yaml --output test/s8-rdmin.cc &
tools/generate-reduce-discontiguous-test.py --tester ReduceMicrokernelTester --spec test/s8-rdmax.yaml --output test/s8-rdmax.cc &
tools/generate-reduce-discontiguous-test.py --tester ReduceMicrokernelTester --spec test/u8-rdmin.yaml --output test/u8-rdmin.cc &
tools/generate-reduce-discontiguous-test.py --tester ReduceMicrokernelTester --spec test/u8-rdmax.yaml --output test/u8-rdmax.cc &
### Tests for LUT micro-kernels
tools/generate-lut-test.py --spec test/x8-lut.yaml --output test/x8-lut.cc &
### Tests for Conv HWC2CHW layout micro-kernels
tools/generate-conv-hwc2chw-test.py --spec test/f16-conv-hwc2chw.yaml --output test/f16-conv-hwc2chw.cc &
tools/generate-conv-hwc2chw-test.py --spec test/f32-conv-hwc2chw.yaml --output test/f32-conv-hwc2chw.cc &
### Tests for DWConv micro-kernels
tools/generate-dwconv-test.py --ukernel f16-dwconv-minmax --output test/f16-dwconv-minmax.cc &
tools/generate-dwconv-test.py --ukernel f32-dwconv --output test/f32-dwconv.cc &
tools/generate-dwconv-test.py --ukernel f32-dwconv-minmax --output test/f32-dwconv-minmax.cc &
tools/generate-dwconv-test.py --ukernel qs8-qc8w-dwconv-minmax-fp32 --output test/qs8-qc8w-dwconv-minmax-fp32.cc &
tools/generate-dwconv-test.py --ukernel qs8-dwconv-minmax-fp32 --output test/qs8-dwconv-minmax-fp32.cc &
tools/generate-dwconv-test.py --ukernel qu8-dwconv-minmax-fp32 --output test/qu8-dwconv-minmax-fp32.cc &
tools/generate-dwconv-test.py --ukernel qs8-dwconv-minmax-rndnu --output test/qs8-dwconv-minmax-rndnu.cc &
tools/generate-dwconv-test.py --ukernel qu8-dwconv-minmax-rndnu --output test/qu8-dwconv-minmax-rndnu.cc &
### Tests for DWConv CHW layout micro-kernels
tools/generate-dwconv2d-chw-test.py --spec test/f16-dwconv2d-chw.yaml --output test/f16-dwconv2d-chw.cc &
tools/generate-dwconv2d-chw-test.py --spec test/f32-dwconv2d-chw.yaml --output test/f32-dwconv2d-chw.cc &
### Tests for VHSwish micro-kernels
tools/generate-vunary-test.py --ukernel f16-vhswish --output test/f16-vhswish.cc &
tools/generate-vunary-test.py --ukernel f32-vhswish --output test/f32-vhswish.cc &
### Tests for IBilinear micro-kernels
tools/generate-ibilinear-test.py --spec test/f16-ibilinear.yaml --output test/f16-ibilinear.cc &
tools/generate-ibilinear-test.py --spec test/f32-ibilinear.yaml --output test/f32-ibilinear.cc &
tools/generate-ibilinear-test.py --spec test/s8-ibilinear.yaml --output test/s8-ibilinear.cc &
tools/generate-ibilinear-test.py --spec test/u8-ibilinear.yaml --output test/u8-ibilinear.cc &
### Tests for IBilinear CHW layout micro-kernels
tools/generate-ibilinear-chw-test.py --spec test/f16-ibilinear-chw.yaml --output test/f16-ibilinear-chw.cc &
tools/generate-ibilinear-chw-test.py --spec test/f32-ibilinear-chw.yaml --output test/f32-ibilinear-chw.cc &
### Tests for RAddExpMinusMax micro-kernels
tools/generate-raddexpminusmax-test.py --spec test/f32-raddexpminusmax.yaml --output test/f32-raddexpminusmax.cc &
### Tests for RAddStoreExpMinusMax micro-kernels
tools/generate-raddstoreexpminusmax-test.py --spec test/f16-raddstoreexpminusmax.yaml --output test/f16-raddstoreexpminusmax.cc &
tools/generate-raddstoreexpminusmax-test.py --spec test/f32-raddstoreexpminusmax.yaml --output test/f32-raddstoreexpminusmax.cc &
### Tests for the portable SIMD wrappers.
tools/xngen test/simd/f32-simd.cc.in -D ARCH=scalar -D ARCH_MACRO="" -D TEST_REQUIRES="" -o test/simd/f32-simd-scalar.cc &
tools/xngen test/simd/f32-simd.cc.in -D ARCH=sse2 -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_SSE2 -o test/simd/f32-simd-sse2.cc &
tools/xngen test/simd/f32-simd.cc.in -D ARCH=avx -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_AVX -o test/simd/f32-simd-avx.cc &
tools/xngen test/simd/f32-simd.cc.in -D ARCH=avx2 -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_AVX2 -o test/simd/f32-simd-avx2.cc &
tools/xngen test/simd/f32-simd.cc.in -D ARCH=fma3 -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_FMA3 -o test/simd/f32-simd-fma3.cc &
tools/xngen test/simd/f32-simd.cc.in -D ARCH=avx512f -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_AVX512F -o test/simd/f32-simd-avx512f.cc &
tools/xngen test/simd/f32-simd.cc.in -D ARCH=neon -D ARCH_MACRO="XNN_ARCH_ARM || XNN_ARCH_ARM64" -D TEST_REQUIRES=TEST_REQUIRES_ARM_NEON -o test/simd/f32-simd-neon.cc &
tools/xngen test/simd/f32-simd.cc.in -D ARCH=wasmsimd -D ARCH_MACRO="XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD" -D TEST_REQUIRES="" -o test/simd/f32-simd-wasmsimd.cc &
tools/xngen test/simd/f32-simd.cc.in -D ARCH=hvx -D ARCH_MACRO=XNN_ARCH_HEXAGON -D TEST_REQUIRES=TEST_REQUIRES_HVX -o test/simd/f32-simd-hvx.cc &
tools/xngen test/simd/f16-simd.cc.in -D ARCH=scalar -D ARCH_MACRO="" -D TEST_REQUIRES="" -o test/simd/f16-simd-scalar.cc &
tools/xngen test/simd/f16-simd.cc.in -D ARCH=neonfp16arith -D ARCH_MACRO=XNN_ARCH_ARM64 -D TEST_REQUIRES=TEST_REQUIRES_ARM_FP16_ARITH -o test/simd/f16-simd-neonfp16arith.cc &
tools/xngen test/simd/f16-simd.cc.in -D ARCH=avx512fp16 -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_AVX512FP16 -o test/simd/f16-simd-avx512fp16.cc &
tools/xngen test/simd/s16-simd.cc.in -D ARCH=scalar -D ARCH_MACRO="" -D TEST_REQUIRES="" -o test/simd/s16-simd-scalar.cc &
tools/xngen test/simd/s16-simd.cc.in -D ARCH=neon -D ARCH_MACRO="XNN_ARCH_ARM || XNN_ARCH_ARM64" -D TEST_REQUIRES=TEST_REQUIRES_ARM_NEON -o test/simd/s16-simd-neon.cc &
tools/xngen test/simd/s16-simd.cc.in -D ARCH=sse41 -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_SSE41 -o test/simd/s16-simd-sse41.cc &
tools/xngen test/simd/s16-simd.cc.in -D ARCH=avx2 -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_AVX2 -o test/simd/s16-simd-avx2.cc &
tools/xngen test/simd/s16-simd.cc.in -D ARCH=avx512skx -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_AVX512SKX -o test/simd/s16-simd-avx512skx.cc &
tools/xngen test/simd/s16-simd.cc.in -D ARCH=wasmsimd -D ARCH_MACRO="XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD" -D TEST_REQUIRES="" -o test/simd/s16-simd-wasmsimd.cc &
tools/xngen test/simd/s32-simd.cc.in -D ARCH=scalar -D ARCH_MACRO="" -D TEST_REQUIRES="" -o test/simd/s32-simd-scalar.cc &
tools/xngen test/simd/s32-simd.cc.in -D ARCH=neon -D ARCH_MACRO="XNN_ARCH_ARM || XNN_ARCH_ARM64" -D TEST_REQUIRES=TEST_REQUIRES_ARM_NEON -o test/simd/s32-simd-neon.cc &
tools/xngen test/simd/s32-simd.cc.in -D ARCH=sse41 -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_SSE41 -o test/simd/s32-simd-sse41.cc &
tools/xngen test/simd/s32-simd.cc.in -D ARCH=avx2 -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_AVX2 -o test/simd/s32-simd-avx2.cc &
tools/xngen test/simd/s32-simd.cc.in -D ARCH=avx512f -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_AVX512F -o test/simd/s32-simd-avx512f.cc &
tools/xngen test/simd/s32-simd.cc.in -D ARCH=wasmsimd -D ARCH_MACRO="XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD" -D TEST_REQUIRES="" -o test/simd/s32-simd-wasmsimd.cc &
tools/xngen test/simd/s32-simd.cc.in -D ARCH=hvx -D ARCH_MACRO="XNN_ENABLE_HVX && XNN_ARCH_HEXAGON" -D TEST_REQUIRES=TEST_REQUIRES_HVX -o test/simd/s32-simd-hvx.cc &
tools/xngen test/simd/s8-simd.cc.in -D ARCH=scalar -D ARCH_MACRO="" -D TEST_REQUIRES="" -o test/simd/s8-simd-scalar.cc &
tools/xngen test/simd/s8-simd.cc.in -D ARCH=sse41 -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_SSE41 -o test/simd/s8-simd-sse41.cc &
tools/xngen test/simd/s8-simd.cc.in -D ARCH=neon -D ARCH_MACRO="XNN_ARCH_ARM || XNN_ARCH_ARM64" -D TEST_REQUIRES=TEST_REQUIRES_ARM_NEON -o test/simd/s8-simd-neon.cc &
tools/xngen test/simd/s8-simd.cc.in -D ARCH=wasmsimd -D ARCH_MACRO="XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD" -D TEST_REQUIRES="" -o test/simd/s8-simd-wasmsimd.cc &
tools/xngen test/simd/s8-simd.cc.in -D ARCH=hvx -D ARCH_MACRO="XNN_ENABLE_HVX && XNN_ARCH_HEXAGON" -D TEST_REQUIRES=TEST_REQUIRES_HVX -o test/simd/s8-simd-hvx.cc &
tools/xngen test/simd/u8-simd.cc.in -D ARCH=scalar -D ARCH_MACRO="" -D TEST_REQUIRES="" -o test/simd/u8-simd-scalar.cc &
tools/xngen test/simd/u8-simd.cc.in -D ARCH=sse2 -D ARCH_MACRO="XNN_ARCH_X86 || XNN_ARCH_X86_64" -D TEST_REQUIRES=TEST_REQUIRES_X86_SSE2 -o test/simd/u8-simd-sse2.cc &
tools/xngen test/simd/u8-simd.cc.in -D ARCH=neon -D ARCH_MACRO="XNN_ARCH_ARM || XNN_ARCH_ARM64" -D TEST_REQUIRES=TEST_REQUIRES_ARM_NEON -o test/simd/u8-simd-neon.cc &
tools/xngen test/simd/u8-simd.cc.in -D ARCH=wasmsimd -D ARCH_MACRO="XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD" -D TEST_REQUIRES="" -o test/simd/u8-simd-wasmsimd.cc &
tools/xngen test/simd/u8-simd.cc.in -D ARCH=hvx -D ARCH_MACRO="XNN_ENABLE_HVX && XNN_ARCH_HEXAGON" -D TEST_REQUIRES=TEST_REQUIRES_HVX -o test/simd/u8-simd-hvx.cc &
wait