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1 // Copyright 2021 Google LLC
2 //
3 // This source code is licensed under the BSD-style license found in the
4 // LICENSE file in the root directory of this source tree.
5 
6 #include <algorithm>
7 #include <cmath>
8 #include <functional>
9 #include <random>
10 #include <vector>
11 
12 #include <benchmark/benchmark.h>
13 #include "bench/utils.h"
14 
15 #include <xnnpack.h>
16 #include <xnnpack/aligned-allocator.h>
17 #include <xnnpack/common.h>
18 #include <xnnpack/microfnptr.h>
19 #include <xnnpack/microparams-init.h>
20 #include <xnnpack/vadd.h>
21 
22 
qu8_vadd(benchmark::State & state,xnn_qu8_vadd_minmax_ukernel_function vadd,xnn_init_qu8_add_minmax_params_fn init_params,benchmark::utils::IsaCheckFunction isa_check=nullptr)23 static void qu8_vadd(
24   benchmark::State& state,
25   xnn_qu8_vadd_minmax_ukernel_function vadd,
26   xnn_init_qu8_add_minmax_params_fn init_params,
27   benchmark::utils::IsaCheckFunction isa_check = nullptr)
28 {
29   if (isa_check && !isa_check(state)) {
30     return;
31   }
32 
33   const size_t num_elements = state.range(0);
34 
35   std::random_device random_device;
36   auto rng = std::mt19937(random_device());
37   auto u8rng = std::bind(
38     std::uniform_int_distribution<uint32_t>(std::numeric_limits<uint8_t>::min(), std::numeric_limits<uint8_t>::max()),
39     std::ref(rng));
40 
41   std::vector<uint8_t, AlignedAllocator<uint8_t, 64>> a(num_elements);
42   std::vector<uint8_t, AlignedAllocator<uint8_t, 64>> b(num_elements);
43   std::vector<uint8_t, AlignedAllocator<uint8_t, 64>> sum(num_elements);
44   std::generate(a.begin(), a.end(), std::ref(u8rng));
45   std::generate(b.begin(), b.end(), std::ref(u8rng));
46 
47   union xnn_qu8_add_minmax_params params;
48   init_params(&params,
49     127 /* a zero point */, 127 /* b zero point */, 127 /* output zero point */,
50     0.5f /* a-output scale */, 0.75f /* b-output scale */,
51     std::numeric_limits<uint8_t>::min() + 1, std::numeric_limits<uint8_t>::max() - 1);
52   for (auto _ : state) {
53     vadd(num_elements * sizeof(uint8_t), a.data(), b.data(), sum.data(), &params);
54   }
55 
56   const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency();
57   if (cpu_frequency != 0) {
58     state.counters["cpufreq"] = cpu_frequency;
59   }
60 
61   const size_t num_elements_per_iteration = num_elements;
62   state.counters["num_elements"] =
63     benchmark::Counter(uint64_t(state.iterations()) * num_elements_per_iteration, benchmark::Counter::kIsRate);
64 
65   const size_t bytes_per_iteration = 3 * num_elements * sizeof(int8_t);
66   state.counters["bytes"] =
67     benchmark::Counter(uint64_t(state.iterations()) * bytes_per_iteration, benchmark::Counter::kIsRate);
68 }
69 
70 #if XNN_ARCH_ARM || XNN_ARCH_ARM64
71   BENCHMARK_CAPTURE(qu8_vadd, neon_ld64_x8,
72                     xnn_qu8_vadd_minmax_ukernel__neon_ld64_x8,
73                     xnn_init_qu8_add_minmax_neon_params,
74                     benchmark::utils::CheckNEON)
75     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
76     ->UseRealTime();
77   BENCHMARK_CAPTURE(qu8_vadd, neon_ld64_x16,
78                     xnn_qu8_vadd_minmax_ukernel__neon_ld64_x16,
79                     xnn_init_qu8_add_minmax_neon_params,
80                     benchmark::utils::CheckNEON)
81     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
82     ->UseRealTime();
83   BENCHMARK_CAPTURE(qu8_vadd, neon_ld64_x32,
84                     xnn_qu8_vadd_minmax_ukernel__neon_ld64_x32,
85                     xnn_init_qu8_add_minmax_neon_params,
86                     benchmark::utils::CheckNEON)
87     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
88     ->UseRealTime();
89 
90   BENCHMARK_CAPTURE(qu8_vadd, neon_ld128_x16,
91                     xnn_qu8_vadd_minmax_ukernel__neon_ld128_x16,
92                     xnn_init_qu8_add_minmax_neon_params,
93                     benchmark::utils::CheckNEON)
94     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
95     ->UseRealTime();
96 #endif  // XNN_ARCH_ARM || XNN_ARCH_ARM64
97 
98 #if XNN_ARCH_X86 || XNN_ARCH_X86_64
99   BENCHMARK_CAPTURE(qu8_vadd, avx512skx_mul32_ld128_x16,
100                     xnn_qu8_vadd_minmax_ukernel__avx512skx_mul32_ld128_x16,
101                     xnn_init_qu8_add_minmax_avx512_params,
102                     benchmark::utils::CheckAVX512SKX)
103     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
104     ->UseRealTime();
105   BENCHMARK_CAPTURE(qu8_vadd, avx512skx_mul32_ld128_x32,
106                     xnn_qu8_vadd_minmax_ukernel__avx512skx_mul32_ld128_x32,
107                     xnn_init_qu8_add_minmax_avx512_params,
108                     benchmark::utils::CheckAVX512SKX)
109     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
110     ->UseRealTime();
111 
112   BENCHMARK_CAPTURE(qu8_vadd, avx2_mul32_ld64_x8,
113                     xnn_qu8_vadd_minmax_ukernel__avx2_mul32_ld64_x8,
114                     xnn_init_qu8_add_minmax_avx2_params,
115                     benchmark::utils::CheckAVX2)
116     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
117     ->UseRealTime();
118   BENCHMARK_CAPTURE(qu8_vadd, avx2_mul32_ld64_x16,
119                     xnn_qu8_vadd_minmax_ukernel__avx2_mul32_ld64_x16,
120                     xnn_init_qu8_add_minmax_avx2_params,
121                     benchmark::utils::CheckAVX2)
122     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
123     ->UseRealTime();
124 
125   BENCHMARK_CAPTURE(qu8_vadd, xop_mul32_ld32_x8,
126                     xnn_qu8_vadd_minmax_ukernel__xop_mul32_ld32_x8,
127                     xnn_init_qu8_add_minmax_sse4_params,
128                     benchmark::utils::CheckXOP)
129     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
130     ->UseRealTime();
131   BENCHMARK_CAPTURE(qu8_vadd, xop_mul32_ld32_x16,
132                     xnn_qu8_vadd_minmax_ukernel__xop_mul32_ld32_x16,
133                     xnn_init_qu8_add_minmax_sse4_params,
134                     benchmark::utils::CheckXOP)
135     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
136     ->UseRealTime();
137 
138   BENCHMARK_CAPTURE(qu8_vadd, avx_mul16_ld64_x8,
139                     xnn_qu8_vadd_minmax_ukernel__avx_mul16_ld64_x8,
140                     xnn_init_qu8_add_minmax_sse2_params,
141                     benchmark::utils::CheckAVX)
142     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
143     ->UseRealTime();
144   BENCHMARK_CAPTURE(qu8_vadd, avx_mul16_ld64_x16,
145                     xnn_qu8_vadd_minmax_ukernel__avx_mul16_ld64_x16,
146                     xnn_init_qu8_add_minmax_sse2_params,
147                     benchmark::utils::CheckAVX)
148     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
149     ->UseRealTime();
150 
151   BENCHMARK_CAPTURE(qu8_vadd, avx_mul32_ld32_x8,
152                     xnn_qu8_vadd_minmax_ukernel__avx_mul32_ld32_x8,
153                     xnn_init_qu8_add_minmax_sse4_params,
154                     benchmark::utils::CheckAVX)
155     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
156     ->UseRealTime();
157   BENCHMARK_CAPTURE(qu8_vadd, avx_mul32_ld32_x16,
158                     xnn_qu8_vadd_minmax_ukernel__avx_mul32_ld32_x16,
159                     xnn_init_qu8_add_minmax_sse4_params,
160                     benchmark::utils::CheckAVX)
161     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
162     ->UseRealTime();
163 
164   BENCHMARK_CAPTURE(qu8_vadd, sse41_mul16_ld64_x8,
165                     xnn_qu8_vadd_minmax_ukernel__sse41_mul16_ld64_x8,
166                     xnn_init_qu8_add_minmax_sse2_params,
167                     benchmark::utils::CheckSSE41)
168     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
169     ->UseRealTime();
170   BENCHMARK_CAPTURE(qu8_vadd, sse41_mul16_ld64_x16,
171                     xnn_qu8_vadd_minmax_ukernel__sse41_mul16_ld64_x16,
172                     xnn_init_qu8_add_minmax_sse2_params,
173                     benchmark::utils::CheckSSE41)
174     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
175     ->UseRealTime();
176 
177   BENCHMARK_CAPTURE(qu8_vadd, sse41_mul32_ld32_x8,
178                     xnn_qu8_vadd_minmax_ukernel__sse41_mul32_ld32_x8,
179                     xnn_init_qu8_add_minmax_sse4_params,
180                     benchmark::utils::CheckSSE41)
181     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
182     ->UseRealTime();
183   BENCHMARK_CAPTURE(qu8_vadd, sse41_mul32_ld32_x16,
184                     xnn_qu8_vadd_minmax_ukernel__sse41_mul32_ld32_x16,
185                     xnn_init_qu8_add_minmax_sse4_params,
186                     benchmark::utils::CheckSSE41)
187     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
188     ->UseRealTime();
189 
190   BENCHMARK_CAPTURE(qu8_vadd, sse2_mul16_ld64_x8,
191                     xnn_qu8_vadd_minmax_ukernel__sse2_mul16_ld64_x8,
192                     xnn_init_qu8_add_minmax_sse2_params)
193     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
194     ->UseRealTime();
195   BENCHMARK_CAPTURE(qu8_vadd, sse2_mul16_ld64_x16,
196                     xnn_qu8_vadd_minmax_ukernel__sse2_mul16_ld64_x16,
197                     xnn_init_qu8_add_minmax_sse2_params)
198     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
199     ->UseRealTime();
200 #endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64
201 
202 #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
203   BENCHMARK_CAPTURE(qu8_vadd, wasmsimd_x8,
204                     xnn_qu8_vadd_minmax_ukernel__wasmsimd_x8,
205                     xnn_init_qu8_add_minmax_wasmsimd_params)
206     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
207     ->UseRealTime();
208   BENCHMARK_CAPTURE(qu8_vadd, wasmsimd_x16,
209                     xnn_qu8_vadd_minmax_ukernel__wasmsimd_x16,
210                     xnn_init_qu8_add_minmax_wasmsimd_params)
211     ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
212     ->UseRealTime();
213 #endif  // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
214 
215 BENCHMARK_CAPTURE(qu8_vadd, scalar_x1,
216                   xnn_qu8_vadd_minmax_ukernel__scalar_x1,
217                   xnn_init_qu8_add_minmax_scalar_params)
218   ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
219   ->UseRealTime();
220 BENCHMARK_CAPTURE(qu8_vadd, scalar_x2,
221                   xnn_qu8_vadd_minmax_ukernel__scalar_x2,
222                   xnn_init_qu8_add_minmax_scalar_params)
223   ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
224   ->UseRealTime();
225 BENCHMARK_CAPTURE(qu8_vadd, scalar_x4,
226                   xnn_qu8_vadd_minmax_ukernel__scalar_x4,
227                   xnn_init_qu8_add_minmax_scalar_params)
228   ->Apply(benchmark::utils::BinaryElementwiseParameters<uint8_t, uint8_t>)
229   ->UseRealTime();
230 
231 #ifndef XNNPACK_BENCHMARK_NO_MAIN
232 BENCHMARK_MAIN();
233 #endif
234