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7 <title>Hash Random Int Find Timing Test</title>
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12 <h1>Hash-Based Random-Integer <tt>find</tt> Find Timing
13     Test</h1>
14 <h2><a name="description" id="description">Description</a></h2>
15 <p>This test inserts a number of values with uniform i.i.d.
16     integer keys into a container, then performs a series of finds
17     using <tt>find</tt>. It measures the average time
18     for<tt>find</tt> as a function of the number of values
19     inserted.</p>
20 <p>(The test was executed with <a href="http://gcc.gnu.org/viewcvs/*checkout*/trunk/libstdc%2B%2B-v3/testsuite/performance/ext/pb_ds/random_int_find_timing.cc"><tt>random_int_find_timing_test</tt></a>
21     200 200 2100)</p>
22 <h2><a name="purpose" id="purpose">Purpose</a></h2>
23 <p>The test checks the effect of different underlying
24     hash-tables (see <a href="hash_based_containers.html">Design::Associative
25     Containers::Associative Containers::Hash-Based Containers</a>),
26     range-hashing functions, and trigger policies (see <a href="hash_based_containers.html#hash_policies">Design::Associative
27     Containers::Hash-Based Containers::Hash Policies</a> and
28     <a href="hash_based_containers.html#resize_policies">Design::Associative
29     Containers::Hash-Based Containers::Resize Policies</a>).</p>
30 <h2><a name="results" id="results">Results</a></h2>
31 <p>Figures <a href="#NCCG">NCCG</a>, <a href="#NCCM">NCCM</a>,
32     and <a href="#NCCL">NCCL</a> show the results for the native
33     and collision-chaining types in <a href="assoc_performance_tests.html#gcc"><u>g++</u></a>, <a href="assoc_performance_tests.html#msvc"><u>MSVC++</u></a>, and
34     <a href="assoc_performance_tests.html#local"><u>local</u></a>,
35     respectively; Figures <a href="#NGPG">NGPG</a>, <a href="#NGPM">NGPM</a>, and <a href="#NGPL">NGPL</a> show the results
36     for the native and probing types in <a href="assoc_performance_tests.html#gcc"><u>g++</u></a>, <a href="assoc_performance_tests.html#msvc"><u>MSVC++</u></a>, and
37     <a href="assoc_performance_tests.html#local"><u>local</u></a>
38     respectively.</p>
39 <div id="NCCG_res_div">
40 <div id="NCCG_gcc">
41 <div id="NCCG_cc_hash_random_int_find_timing_test">
42 <div id="NCCG_assoc">
43 <div id="NCCG_Native_and_collision-chaining_hash_random_int_find_timing_test_using__tt_find_455tt_"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NCCG" id="NCCG"><img src="cc_hash_random_int_find_timing_test_gcc.png" alt="no image" /></a></h6>NCCG: Native and collision-chaining hash random int find timing test using <tt>find</tt> - <a href="assoc_performance_tests.html#gcc">g++</a><p>In the above figure, the names in the legends have the following meaning:</p>
44 <ol>
45 <li>
46 n_hash_map_ncah-
47 <tt>std::tr1::unordered_map</tt> with <tt>cache_hash_code</tt> = <tt><b>false</b></tt></li>
48 <li>
49 cc_hash_mod_prime_nea_lc_1div8_1div1_nsth_map-
50 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
51 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
52 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
53  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
54 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
55  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
56 <li>
57 cc_hash_mod_prime_nea_lc_1div8_1div2_nsth_map-
58 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
59 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
60 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
61  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
62 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
63  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
64 <li>
65 cc_hash_mask_exp_nea_lc_1div8_1div1_nsth_map-
66 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
67 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
68 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
69  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
70 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
71  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
72 <li>
73 cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_map-
74 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
75 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
76 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
77  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
78 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
79  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
80 </ol>
81 </div><div style="width: 100%; height: 20px"></div></div>
82 </div>
83 </div>
84 </div>
85 </div>
86 <div id="NCCM_res_div">
87 <div id="NCCM_msvc">
88 <div id="NCCM_cc_hash_random_int_find_timing_test">
89 <div id="NCCM_assoc">
90 <div id="NCCM_Native_and_collision-chaining_hash_random_int_find_timing_test_using__tt_find_455tt_"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NCCM" id="NCCM"><img src="cc_hash_random_int_find_timing_test_msvc.png" alt="no image" /></a></h6>NCCM: Native and collision-chaining hash random int find timing test using <tt>find</tt> - <a href="assoc_performance_tests.html#msvc">msvc++</a><p>In the above figure, the names in the legends have the following meaning:</p>
91 <ol>
92 <li>
93 cc_hash_mod_prime_nea_lc_1div8_1div1_nsth_map-
94 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
95 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
96 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
97  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
98 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
99  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
100 <li>
101 cc_hash_mod_prime_nea_lc_1div8_1div2_nsth_map-
102 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
103 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
104 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
105  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
106 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
107  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
108 <li>
109 n_hash_map_ncah-
110 <tt>stdext::hash_map</tt></li>
111 <li>
112 cc_hash_mask_exp_nea_lc_1div8_1div1_nsth_map-
113 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
114 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
115 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
116  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
117 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
118  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
119 <li>
120 cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_map-
121 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
122 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
123 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
124  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
125 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
126  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
127 </ol>
128 </div><div style="width: 100%; height: 20px"></div></div>
129 </div>
130 </div>
131 </div>
132 </div>
133 <div id="NCCL_res_div">
134 <div id="NCCL_local">
135 <div id="NCCL_cc_hash_random_int_find_timing_test">
136 <div id="NCCL_assoc">
137 <div id="NCCL_Native_and_collision-chaining_hash_random_int_find_timing_test_using__tt_find_455tt_"><div style = "border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NCCL" id= "NCCL"><img src="cc_hash_random_int_find_timing_test_local.png" alt="no image" /></a></h6>NCCL: Native and collision-chaining hash random int find timing test using <tt>find</tt> - <a href = "assoc_performance_tests.html#local">local</a></div><div style = "width: 100%; height: 20px"></div></div>
138 </div>
139 </div>
140 </div>
141 </div>
142 <div id="NGPG_res_div">
143 <div id="NGPG_gcc">
144 <div id="NGPG_gp_hash_random_int_find_timing_test">
145 <div id="NGPG_assoc">
146 <div id="NGPG_Native_and_collision-chaining_hash_random_int_find_timing_test_using__tt_find_455tt_"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NGPG" id="NGPG"><img src="gp_hash_random_int_find_timing_test_gcc.png" alt="no image" /></a></h6>NGPG: Native and collision-chaining hash random int find timing test using <tt>find</tt> - <a href="assoc_performance_tests.html#gcc">g++</a><p>In the above figure, the names in the legends have the following meaning:</p>
147 <ol>
148 <li>
149 gp_hash_mod_quadp_prime_nea_lc_1div8_1div2_nsth_map-
150 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
151  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
152 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
153  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
154 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
155  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i>, and <tt>Probe_Fn</tt> = <a href="quadratic_probe_fn.html"><tt>quadratic_probe_fn</tt></a>
156 </li>
157 <li>
158 n_hash_map_ncah-
159 <tt>std::tr1::unordered_map</tt> with <tt>cache_hash_code</tt> = <tt><b>false</b></tt></li>
160 <li>
161 gp_hash_mask_linp_exp_nea_lc_1div8_1div2_nsth_map-
162 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
163  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
164 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
165  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
166 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
167  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i>, and <tt>Probe_Fn</tt> = <a href="linear_probe_fn.html"><tt>linear_probe_fn</tt></a>
168 </li>
169 </ol>
170 </div><div style="width: 100%; height: 20px"></div></div>
171 </div>
172 </div>
173 </div>
174 </div>
175 <div id="NGPM_res_div">
176 <div id="NGPM_msvc">
177 <div id="NGPM_gp_hash_random_int_find_timing_test">
178 <div id="NGPM_assoc">
179 <div id="NGPM_Native_and_collision-chaining_hash_random_int_find_timing_test_using__tt_find_455tt_"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NGPM" id="NGPM"><img src="gp_hash_random_int_find_timing_test_msvc.png" alt="no image" /></a></h6>NGPM: Native and collision-chaining hash random int find timing test using <tt>find</tt> - <a href="assoc_performance_tests.html#msvc">msvc++</a><p>In the above figure, the names in the legends have the following meaning:</p>
180 <ol>
181 <li>
182 gp_hash_mod_quadp_prime_nea_lc_1div8_1div2_nsth_map-
183 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
184  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
185 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
186  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
187 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
188  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i>, and <tt>Probe_Fn</tt> = <a href="quadratic_probe_fn.html"><tt>quadratic_probe_fn</tt></a>
189 </li>
190 <li>
191 n_hash_map_ncah-
192 <tt>stdext::hash_map</tt></li>
193 <li>
194 gp_hash_mask_linp_exp_nea_lc_1div8_1div2_nsth_map-
195 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
196  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
197 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
198  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
199 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
200  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i>, and <tt>Probe_Fn</tt> = <a href="linear_probe_fn.html"><tt>linear_probe_fn</tt></a>
201 </li>
202 </ol>
203 </div><div style="width: 100%; height: 20px"></div></div>
204 </div>
205 </div>
206 </div>
207 </div>
208 <div id="NGPL_res_div">
209 <div id="NGPL_local">
210 <div id="NGPL_gp_hash_random_int_find_timing_test">
211 <div id="NGPL_assoc">
212 <div id="NGPL_Native_and_collision-chaining_hash_random_int_find_timing_test_using__tt_find_455tt_"><div style = "border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="NGPL" id= "NGPL"><img src="gp_hash_random_int_find_timing_test_local.png" alt="no image" /></a></h6>NGPL: Native and collision-chaining hash random int find timing test using <tt>find</tt> - <a href = "assoc_performance_tests.html#local">local</a></div><div style = "width: 100%; height: 20px"></div></div>
213 </div>
214 </div>
215 </div>
216 </div>
217 <h2><a name="observations" id="observations">Observations</a></h2>
218 <p>In this setting, the choice of underlying hash-table (see
219     <a href="hash_based_containers.html">Design::Associative
220     Containers::Hash-Based Containers</a> ) affects performance
221     most, then the range-hashing scheme (See <a href="hash_based_containers.html#hash_policies">Design::Associative
222     Containers::Hash-Based Containers::Hash Policies</a> ), and,
223     only finally, other policies.</p>
224 <p>When comparing Figures <a href="#NCCG">NCCG</a> and <a href="#NCCM">NCCM</a> to <a href="#NGPG">NGPG</a> and <a href="#NGPM">NGPM</a> , respectively, it is apparent that the
225     probing containers are less efficient than the
226     collision-chaining containers (both
227     <tt>std::tr1::unordered_map</tt> and <tt>stdext::hash_map</tt>
228     use collision-chaining) in this case.</p>
229 <p>( <a href="hash_random_int_subscript_insert_timing_test.html">Hash-Based
230     Random-Integer Subscript Insert Timing Test</a> shows a
231     different case, where the situation is reversed; <a href="assoc_performance_tests.html#hash_based_types">Observations::Hash-Based
232     Container Types</a> discusses some further considerations.)</p>
233 <p>Within each type of hash-table, the range-hashing scheme
234     affects performance more than other policies; <a href="hash_text_find_find_timing_test.html#observations">Hash-Based
235     Text <tt>find</tt> Find Timing Test::Observations</a> discusses
236     this. In Figures <a href="#NCCG">NCCG</a> , <a href="#NCCM">NCCM</a> , <a href="#NGPG">NGPG</a> , and <a href="#NGPM">NGPM</a> , it should be noted that
237     <tt>std::tr1::unordered_map</tt> and <tt>stdext::hash_map</tt>
238     are hard-wired currently to mod-based and mask-based schemes,
239     respectively.</p>
240 <p><a href="assoc_performance_tests.html#hash_based_types">Observations::Hash-Based
241     Container Types</a> summarizes some observations on hash-based
242     containers; <a href="assoc_performance_tests.html#hash_based_policies">Observations::Hash-Based
243     Containers' Policies</a> summarizes some observations on
244     hash-based containers' policies.</p>
245 </div>
246 </body>
247 </html>