1 1
2 ------------------------------ 2 ------------------------------
3 ****** perf by examples ****** 3 ****** perf by examples ******
4 ------------------------------ 4 ------------------------------
5 5
6 [ From an e-mail by Ingo Molnar, https://lore. !! 6 [ From an e-mail by Ingo Molnar, http://lkml.org/lkml/2009/8/4/346 ]
7 7
8 8
9 First, discovery/enumeration of available coun 9 First, discovery/enumeration of available counters can be done via
10 'perf list': 10 'perf list':
11 11
12 titan:~> perf list 12 titan:~> perf list
13 [...] 13 [...]
14 kmem:kmalloc [Tr 14 kmem:kmalloc [Tracepoint event]
15 kmem:kmem_cache_alloc [Tr 15 kmem:kmem_cache_alloc [Tracepoint event]
16 kmem:kmalloc_node [Tr 16 kmem:kmalloc_node [Tracepoint event]
17 kmem:kmem_cache_alloc_node [Tr 17 kmem:kmem_cache_alloc_node [Tracepoint event]
18 kmem:kfree [Tr 18 kmem:kfree [Tracepoint event]
19 kmem:kmem_cache_free [Tr 19 kmem:kmem_cache_free [Tracepoint event]
20 kmem:mm_page_free [Tr 20 kmem:mm_page_free [Tracepoint event]
21 kmem:mm_page_free_batched [Tr 21 kmem:mm_page_free_batched [Tracepoint event]
22 kmem:mm_page_alloc [Tr 22 kmem:mm_page_alloc [Tracepoint event]
23 kmem:mm_page_alloc_zone_locked [Tr 23 kmem:mm_page_alloc_zone_locked [Tracepoint event]
24 kmem:mm_page_pcpu_drain [Tr 24 kmem:mm_page_pcpu_drain [Tracepoint event]
25 kmem:mm_page_alloc_extfrag [Tr 25 kmem:mm_page_alloc_extfrag [Tracepoint event]
26 26
27 Then any (or all) of the above event sources c 27 Then any (or all) of the above event sources can be activated and
28 measured. For example the page alloc/free prop 28 measured. For example the page alloc/free properties of a 'hackbench
29 run' are: 29 run' are:
30 30
31 titan:~> perf stat -e kmem:mm_page_pcpu_drain 31 titan:~> perf stat -e kmem:mm_page_pcpu_drain -e kmem:mm_page_alloc
32 -e kmem:mm_page_free_batched -e kmem:mm_page_ 32 -e kmem:mm_page_free_batched -e kmem:mm_page_free ./hackbench 10
33 Time: 0.575 33 Time: 0.575
34 34
35 Performance counter stats for './hackbench 10 35 Performance counter stats for './hackbench 10':
36 36
37 13857 kmem:mm_page_pcpu_drain 37 13857 kmem:mm_page_pcpu_drain
38 27576 kmem:mm_page_alloc 38 27576 kmem:mm_page_alloc
39 6025 kmem:mm_page_free_batched 39 6025 kmem:mm_page_free_batched
40 20934 kmem:mm_page_free 40 20934 kmem:mm_page_free
41 41
42 0.613972165 seconds time elapsed 42 0.613972165 seconds time elapsed
43 43
44 You can observe the statistical properties as 44 You can observe the statistical properties as well, by using the
45 'repeat the workload N times' feature of perf 45 'repeat the workload N times' feature of perf stat:
46 46
47 titan:~> perf stat --repeat 5 -e kmem:mm_page 47 titan:~> perf stat --repeat 5 -e kmem:mm_page_pcpu_drain -e
48 kmem:mm_page_alloc -e kmem:mm_page_free_bat 48 kmem:mm_page_alloc -e kmem:mm_page_free_batched -e
49 kmem:mm_page_free ./hackbench 10 49 kmem:mm_page_free ./hackbench 10
50 Time: 0.627 50 Time: 0.627
51 Time: 0.644 51 Time: 0.644
52 Time: 0.564 52 Time: 0.564
53 Time: 0.559 53 Time: 0.559
54 Time: 0.626 54 Time: 0.626
55 55
56 Performance counter stats for './hackbench 10 56 Performance counter stats for './hackbench 10' (5 runs):
57 57
58 12920 kmem:mm_page_pcpu_drain ( 58 12920 kmem:mm_page_pcpu_drain ( +- 3.359% )
59 25035 kmem:mm_page_alloc ( 59 25035 kmem:mm_page_alloc ( +- 3.783% )
60 6104 kmem:mm_page_free_batched ( 60 6104 kmem:mm_page_free_batched ( +- 0.934% )
61 18376 kmem:mm_page_free ( 61 18376 kmem:mm_page_free ( +- 4.941% )
62 62
63 0.643954516 seconds time elapsed ( +- 63 0.643954516 seconds time elapsed ( +- 2.363% )
64 64
65 Furthermore, these tracepoints can be used to 65 Furthermore, these tracepoints can be used to sample the workload as
66 well. For example the page allocations done by 66 well. For example the page allocations done by a 'git gc' can be
67 captured the following way: 67 captured the following way:
68 68
69 titan:~/git> perf record -e kmem:mm_page_allo 69 titan:~/git> perf record -e kmem:mm_page_alloc -c 1 ./git gc
70 Counting objects: 1148, done. 70 Counting objects: 1148, done.
71 Delta compression using up to 2 threads. 71 Delta compression using up to 2 threads.
72 Compressing objects: 100% (450/450), done. 72 Compressing objects: 100% (450/450), done.
73 Writing objects: 100% (1148/1148), done. 73 Writing objects: 100% (1148/1148), done.
74 Total 1148 (delta 690), reused 1148 (delta 69 74 Total 1148 (delta 690), reused 1148 (delta 690)
75 [ perf record: Captured and wrote 0.267 MB pe 75 [ perf record: Captured and wrote 0.267 MB perf.data (~11679 samples) ]
76 76
77 To check which functions generated page alloca 77 To check which functions generated page allocations:
78 78
79 titan:~/git> perf report 79 titan:~/git> perf report
80 # Samples: 10646 80 # Samples: 10646
81 # 81 #
82 # Overhead Command Sha 82 # Overhead Command Shared Object
83 # ........ ............... ................ 83 # ........ ............... ..........................
84 # 84 #
85 23.57% git-repack /lib64/libc-2.5.s 85 23.57% git-repack /lib64/libc-2.5.so
86 21.81% git /lib64/libc-2.5.s 86 21.81% git /lib64/libc-2.5.so
87 14.59% git ./git 87 14.59% git ./git
88 11.79% git-repack ./git 88 11.79% git-repack ./git
89 7.12% git /lib64/ld-2.5.so 89 7.12% git /lib64/ld-2.5.so
90 3.16% git-repack /lib64/libpthread 90 3.16% git-repack /lib64/libpthread-2.5.so
91 2.09% git-repack /bin/bash 91 2.09% git-repack /bin/bash
92 1.97% rm /lib64/libc-2.5.s 92 1.97% rm /lib64/libc-2.5.so
93 1.39% mv /lib64/ld-2.5.so 93 1.39% mv /lib64/ld-2.5.so
94 1.37% mv /lib64/libc-2.5.s 94 1.37% mv /lib64/libc-2.5.so
95 1.12% git-repack /lib64/ld-2.5.so 95 1.12% git-repack /lib64/ld-2.5.so
96 0.95% rm /lib64/ld-2.5.so 96 0.95% rm /lib64/ld-2.5.so
97 0.90% git-update-serv /lib64/libc-2.5.s 97 0.90% git-update-serv /lib64/libc-2.5.so
98 0.73% git-update-serv /lib64/ld-2.5.so 98 0.73% git-update-serv /lib64/ld-2.5.so
99 0.68% perf /lib64/libpthread 99 0.68% perf /lib64/libpthread-2.5.so
100 0.64% git-repack /usr/lib64/libz.s 100 0.64% git-repack /usr/lib64/libz.so.1.2.3
101 101
102 Or to see it on a more finegrained level: 102 Or to see it on a more finegrained level:
103 103
104 titan:~/git> perf report --sort comm,dso,symbo 104 titan:~/git> perf report --sort comm,dso,symbol
105 # Samples: 10646 105 # Samples: 10646
106 # 106 #
107 # Overhead Command Shar 107 # Overhead Command Shared Object Symbol
108 # ........ ............... ................. 108 # ........ ............... .......................... ......
109 # 109 #
110 9.35% git-repack ./git 110 9.35% git-repack ./git [.] insert_obj_hash
111 9.12% git ./git 111 9.12% git ./git [.] insert_obj_hash
112 7.31% git /lib64/libc-2.5.s 112 7.31% git /lib64/libc-2.5.so [.] memcpy
113 6.34% git-repack /lib64/libc-2.5.s 113 6.34% git-repack /lib64/libc-2.5.so [.] _int_malloc
114 6.24% git-repack /lib64/libc-2.5.s 114 6.24% git-repack /lib64/libc-2.5.so [.] memcpy
115 5.82% git-repack /lib64/libc-2.5.s 115 5.82% git-repack /lib64/libc-2.5.so [.] __GI___fork
116 5.47% git /lib64/libc-2.5.s 116 5.47% git /lib64/libc-2.5.so [.] _int_malloc
117 2.99% git /lib64/libc-2.5.s 117 2.99% git /lib64/libc-2.5.so [.] memset
118 118
119 Furthermore, call-graph sampling can be done t 119 Furthermore, call-graph sampling can be done too, of page
120 allocations - to see precisely what kind of pa 120 allocations - to see precisely what kind of page allocations there
121 are: 121 are:
122 122
123 titan:~/git> perf record -g -e kmem:mm_page_a 123 titan:~/git> perf record -g -e kmem:mm_page_alloc -c 1 ./git gc
124 Counting objects: 1148, done. 124 Counting objects: 1148, done.
125 Delta compression using up to 2 threads. 125 Delta compression using up to 2 threads.
126 Compressing objects: 100% (450/450), done. 126 Compressing objects: 100% (450/450), done.
127 Writing objects: 100% (1148/1148), done. 127 Writing objects: 100% (1148/1148), done.
128 Total 1148 (delta 690), reused 1148 (delta 69 128 Total 1148 (delta 690), reused 1148 (delta 690)
129 [ perf record: Captured and wrote 0.963 MB pe 129 [ perf record: Captured and wrote 0.963 MB perf.data (~42069 samples) ]
130 130
131 titan:~/git> perf report -g 131 titan:~/git> perf report -g
132 # Samples: 10686 132 # Samples: 10686
133 # 133 #
134 # Overhead Command Sha 134 # Overhead Command Shared Object
135 # ........ ............... ................ 135 # ........ ............... ..........................
136 # 136 #
137 23.25% git-repack /lib64/libc-2.5.s 137 23.25% git-repack /lib64/libc-2.5.so
138 | 138 |
139 |--50.00%-- _int_free 139 |--50.00%-- _int_free
140 | 140 |
141 |--37.50%-- __GI___fork 141 |--37.50%-- __GI___fork
142 | make_child 142 | make_child
143 | 143 |
144 |--12.50%-- ptmalloc_unlock_al 144 |--12.50%-- ptmalloc_unlock_all2
145 | make_child 145 | make_child
146 | 146 |
147 --6.25%-- __GI_strcpy 147 --6.25%-- __GI_strcpy
148 21.61% git /lib64/libc-2.5.s 148 21.61% git /lib64/libc-2.5.so
149 | 149 |
150 |--30.00%-- __GI_read 150 |--30.00%-- __GI_read
151 | | 151 | |
152 | --83.33%-- git_con 152 | --83.33%-- git_config_from_file
153 | git_conf 153 | git_config
154 | | 154 | |
155 [...] 155 [...]
156 156
157 Or you can observe the whole system's page all 157 Or you can observe the whole system's page allocations for 10
158 seconds: 158 seconds:
159 159
160 titan:~/git> perf stat -a -e kmem:mm_page_pcpu 160 titan:~/git> perf stat -a -e kmem:mm_page_pcpu_drain -e
161 kmem:mm_page_alloc -e kmem:mm_page_free_batche 161 kmem:mm_page_alloc -e kmem:mm_page_free_batched -e
162 kmem:mm_page_free sleep 10 162 kmem:mm_page_free sleep 10
163 163
164 Performance counter stats for 'sleep 10': 164 Performance counter stats for 'sleep 10':
165 165
166 171585 kmem:mm_page_pcpu_drain 166 171585 kmem:mm_page_pcpu_drain
167 322114 kmem:mm_page_alloc 167 322114 kmem:mm_page_alloc
168 73623 kmem:mm_page_free_batched 168 73623 kmem:mm_page_free_batched
169 254115 kmem:mm_page_free 169 254115 kmem:mm_page_free
170 170
171 10.000591410 seconds time elapsed 171 10.000591410 seconds time elapsed
172 172
173 Or observe how fluctuating the page allocation 173 Or observe how fluctuating the page allocations are, via statistical
174 analysis done over ten 1-second intervals: 174 analysis done over ten 1-second intervals:
175 175
176 titan:~/git> perf stat --repeat 10 -a -e kmem 176 titan:~/git> perf stat --repeat 10 -a -e kmem:mm_page_pcpu_drain -e
177 kmem:mm_page_alloc -e kmem:mm_page_free_bat 177 kmem:mm_page_alloc -e kmem:mm_page_free_batched -e
178 kmem:mm_page_free sleep 1 178 kmem:mm_page_free sleep 1
179 179
180 Performance counter stats for 'sleep 1' (10 r 180 Performance counter stats for 'sleep 1' (10 runs):
181 181
182 17254 kmem:mm_page_pcpu_drain ( 182 17254 kmem:mm_page_pcpu_drain ( +- 3.709% )
183 34394 kmem:mm_page_alloc ( 183 34394 kmem:mm_page_alloc ( +- 4.617% )
184 7509 kmem:mm_page_free_batched ( 184 7509 kmem:mm_page_free_batched ( +- 4.820% )
185 25653 kmem:mm_page_free ( 185 25653 kmem:mm_page_free ( +- 3.672% )
186 186
187 1.058135029 seconds time elapsed ( +- 187 1.058135029 seconds time elapsed ( +- 3.089% )
188 188
189 Or you can annotate the recorded 'git gc' run 189 Or you can annotate the recorded 'git gc' run on a per symbol basis
190 and check which instructions/source-code gener 190 and check which instructions/source-code generated page allocations:
191 191
192 titan:~/git> perf annotate __GI___fork 192 titan:~/git> perf annotate __GI___fork
193 --------------------------------------------- 193 ------------------------------------------------
194 Percent | Source code & Disassembly of 194 Percent | Source code & Disassembly of libc-2.5.so
195 --------------------------------------------- 195 ------------------------------------------------
196 : 196 :
197 : 197 :
198 : Disassembly of section .plt: 198 : Disassembly of section .plt:
199 : Disassembly of section .text: 199 : Disassembly of section .text:
200 : 200 :
201 : 00000031a2e95560 <__fork>: 201 : 00000031a2e95560 <__fork>:
202 [...] 202 [...]
203 0.00 : 31a2e95602: b8 38 00 00 0 203 0.00 : 31a2e95602: b8 38 00 00 00 mov $0x38,%eax
204 0.00 : 31a2e95607: 0f 05 204 0.00 : 31a2e95607: 0f 05 syscall
205 83.42 : 31a2e95609: 48 3d 00 f0 f 205 83.42 : 31a2e95609: 48 3d 00 f0 ff ff cmp $0xfffffffffffff000,%rax
206 0.00 : 31a2e9560f: 0f 87 4d 01 0 206 0.00 : 31a2e9560f: 0f 87 4d 01 00 00 ja 31a2e95762 <__fork+0x202>
207 0.00 : 31a2e95615: 85 c0 207 0.00 : 31a2e95615: 85 c0 test %eax,%eax
208 208
209 ( this shows that 83.42% of __GI___fork's page 209 ( this shows that 83.42% of __GI___fork's page allocations come from
210 the 0x38 system call it performs. ) 210 the 0x38 system call it performs. )
211 211
212 etc. etc. - a lot more is possible. I could li 212 etc. etc. - a lot more is possible. I could list a dozen of
213 other different usecases straight away - neith 213 other different usecases straight away - neither of which is
214 possible via /proc/vmstat. 214 possible via /proc/vmstat.
215 215
216 /proc/vmstat is not in the same league really, 216 /proc/vmstat is not in the same league really, in terms of
217 expressive power of system analysis and perfor 217 expressive power of system analysis and performance
218 analysis. 218 analysis.
219 219
220 All that the above results needed were those n 220 All that the above results needed were those new tracepoints
221 in include/tracing/events/kmem.h. 221 in include/tracing/events/kmem.h.
222 222
223 Ingo 223 Ingo
224 224
225 225
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