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7 <title>Hash Random Int Subscript Insert Timing Test</title>
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10 <body>
11 <div id="page">
12 <h1>Hash-Based Random-Integer <tt><b>operator</b>[]</tt> Insert
13     Timing 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, using
17     <tt><b>operator</b>[]</tt>. It measures the average time for
18     <tt><b>operator</b>[]</tt> as a function of the number of
19     values 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_subscript_insert_timing.cc"><tt>hash_random_int_subscript_insert_timing_test</tt></a>
21     200 200 2100)</p>
22 <h2><a name="purpose" id="purpose">Purpose</a></h2>
23 <p>The test primarily checks the effect of different underlying
24     hash-tables (see <a href="hash_based_containers.html">Design::Associative
25     Containers::Associative Containers::Hash-Based
26     Containers</a>).</p>
27 <h2><a name="results" id="results">Results</a></h2>
28 <p>Figures <a href="#NCCG">NCCG</a>, <a href="#NCCM">NCCM</a>,
29     and <a href="#NCCL">NCCL</a> show the results for the native
30     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
31     <a href="assoc_performance_tests.html#local"><u>local</u></a>,
32     respectively; Figures <a href="#NGPG">NGPG</a>, <a href="#NGPM">NGPM</a>, and <a href="#NGPL">NGPL</a> show the results
33     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
34     <a href="assoc_performance_tests.html#local"><u>local</u></a>
35     respectively; Figures <a href="#CCGPG">CCGPG</a>, <a href="#CCGPM">CCGPM</a>, and <a href="#CCGPL">CCGPL</a> compare the
36     results for the collision-chaining and probing types of
37     <tt>pb_ds</tt> only, in <a href="assoc_performance_tests.html#gcc"><u>g++</u></a>, <a href="assoc_performance_tests.html#msvc"><u>MSVC++</u></a>, and
38     <a href="assoc_performance_tests.html#local"><u>local</u></a>
39     respectively.</p>
40 <div id="NCCG_res_div">
41 <div id="NCCG_gcc">
42 <div id="NCCG_cc_hash_random_int_subscript_timing_test_insert">
43 <div id="NCCG_assoc">
44 <div id="NCCG_Native_and_collision-chaining_hash_random_int_insert_timing_test_using__tt__b_operator_455b__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_subscript_timing_test_insert_gcc.png" alt="no image" /></a></h6>NCCG: Native and collision-chaining hash random int insert timing test using <tt><b>operator</b></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>
45 <ol>
46 <li>
47 cc_hash_mod_prime_nea_lc_1div8_1div2_nsth_map-
48 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
49 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
50 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
51  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
52 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
53  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
54 <li>
55 n_hash_map_ncah-
56 <tt>std::tr1::unordered_map</tt> with <tt>cache_hash_code</tt> = <tt><b>false</b></tt></li>
57 <li>
58 cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_map-
59 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
60 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
61 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
62  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
63 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
64  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
65 <li>
66 cc_hash_mod_prime_nea_lc_1div8_1div1_nsth_map-
67 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
68 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
69 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
70  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
71 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
72  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
73 <li>
74 cc_hash_mask_exp_nea_lc_1div8_1div1_nsth_map-
75 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
76 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
77 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
78  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
79 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
80  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
81 </ol>
82 </div><div style="width: 100%; height: 20px"></div></div>
83 </div>
84 </div>
85 </div>
86 </div>
87 <div id="NCCM_res_div">
88 <div id="NCCM_msvc">
89 <div id="NCCM_cc_hash_random_int_subscript_timing_test_insert">
90 <div id="NCCM_assoc">
91 <div id="NCCM_Native_and_collision-chaining_hash_random_int_insert_timing_test_using__tt__b_operator_455b__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_subscript_timing_test_insert_msvc.png" alt="no image" /></a></h6>NCCM: Native and collision-chaining hash random int insert timing test using <tt><b>operator</b></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>
92 <ol>
93 <li>
94 n_hash_map_ncah-
95 <tt>stdext::hash_map</tt></li>
96 <li>
97 cc_hash_mod_prime_nea_lc_1div8_1div2_nsth_map-
98 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
99 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
100 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
101  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
102 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
103  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
104 <li>
105 cc_hash_mod_prime_nea_lc_1div8_1div1_nsth_map-
106 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
107 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
108 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
109  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
110 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
111  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
112 <li>
113 cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_map-
114 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
115 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
116 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
117  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
118 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
119  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
120 <li>
121 cc_hash_mask_exp_nea_lc_1div8_1div1_nsth_map-
122 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
123 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
124 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
125  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
126 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
127  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
128 </ol>
129 </div><div style="width: 100%; height: 20px"></div></div>
130 </div>
131 </div>
132 </div>
133 </div>
134 <div id="NCCL_res_div">
135 <div id="NCCL_local">
136 <div id="NCCL_cc_hash_random_int_subscript_timing_test_insert">
137 <div id="NCCL_assoc">
138 <div id="NCCL_Native_and_collision-chaining_hash_random_int_insert_timing_test_using__tt__b_operator_455b__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_subscript_timing_test_insert_local.png" alt="no image" /></a></h6>NCCL: Native and collision-chaining hash random int insert timing test using <tt><b>operator</b></tt> - <a href = "assoc_performance_tests.html#local">local</a></div><div style = "width: 100%; height: 20px"></div></div>
139 </div>
140 </div>
141 </div>
142 </div>
143 <div id="NGPG_res_div">
144 <div id="NGPG_gcc">
145 <div id="NGPG_gp_hash_random_int_subscript_timing_test_insert">
146 <div id="NGPG_assoc">
147 <div id="NGPG_Native_and_probing_hash_random_int_insert_timing_test_using__tt__b_operator_455b__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_subscript_timing_test_insert_gcc.png" alt="no image" /></a></h6>NGPG: Native and probing hash random int insert timing test using <tt><b>operator</b></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>
148 <ol>
149 <li>
150 gp_hash_mod_quadp_prime_nea_lc_1div8_1div2_nsth_map-
151 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
152  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
153 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
154  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
155 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
156  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>
157 </li>
158 <li>
159 n_hash_map_ncah-
160 <tt>std::tr1::unordered_map</tt> with <tt>cache_hash_code</tt> = <tt><b>false</b></tt></li>
161 <li>
162 gp_hash_mask_linp_exp_nea_lc_1div8_1div2_nsth_map-
163 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
164  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
165 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
166  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
167 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
168  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>
169 </li>
170 </ol>
171 </div><div style="width: 100%; height: 20px"></div></div>
172 </div>
173 </div>
174 </div>
175 </div>
176 <div id="NGPM_res_div">
177 <div id="NGPM_msvc">
178 <div id="NGPM_gp_hash_random_int_subscript_timing_test_insert">
179 <div id="NGPM_assoc">
180 <div id="NGPM_Native_and_probing_hash_random_int_insert_timing_test_using__tt__b_operator_455b__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_subscript_timing_test_insert_msvc.png" alt="no image" /></a></h6>NGPM: Native and probing hash random int insert timing test using <tt><b>operator</b></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>
181 <ol>
182 <li>
183 n_hash_map_ncah-
184 <tt>stdext::hash_map</tt></li>
185 <li>
186 gp_hash_mod_quadp_prime_nea_lc_1div8_1div2_nsth_map-
187 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
188  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
189 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
190  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
191 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
192  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>
193 </li>
194 <li>
195 gp_hash_mask_linp_exp_nea_lc_1div8_1div2_nsth_map-
196 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
197  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
198 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
199  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
200 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
201  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>
202 </li>
203 </ol>
204 </div><div style="width: 100%; height: 20px"></div></div>
205 </div>
206 </div>
207 </div>
208 </div>
209 <div id="NGPL_res_div">
210 <div id="NGPL_local">
211 <div id="NGPL_gp_hash_random_int_subscript_timing_test_insert">
212 <div id="NGPL_assoc">
213 <div id="NGPL_Native_and_probing_hash_random_int_insert_timing_test_using__tt__b_operator_455b__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_subscript_timing_test_insert_local.png" alt="no image" /></a></h6>NGPL: Native and probing hash random int insert timing test using <tt><b>operator</b></tt> - <a href = "assoc_performance_tests.html#local">local</a></div><div style = "width: 100%; height: 20px"></div></div>
214 </div>
215 </div>
216 </div>
217 </div>
218 <div id="CCGPG_res_div">
219 <div id="CCGPG_gcc">
220 <div id="CCGPG_ccgp_hash_random_int_subscript_timing_test_insert">
221 <div id="CCGPG_assoc">
222 <div id="CCGPG_Collision-chaining_and_probing_hash_random_int_insert_timing_test_using__tt__b_operator_455b__455tt_"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="CCGPG" id="CCGPG"><img src="ccgp_hash_random_int_subscript_timing_test_insert_gcc.png" alt="no image" /></a></h6>CCGPG: Collision-chaining and probing hash random int insert timing test using <tt><b>operator</b></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>
223 <ol>
224 <li>
225 gp_hash_mod_quadp_prime_nea_lc_1div8_1div2_nsth_map-
226 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
227  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
228 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
229  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
230 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
231  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>
232 </li>
233 <li>
234 cc_hash_mod_prime_nea_lc_1div8_1div2_nsth_map-
235 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
236 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
237 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
238  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
239 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
240  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
241 <li>
242 cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_map-
243 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
244 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
245 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
246  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
247 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
248  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
249 <li>
250 gp_hash_mask_linp_exp_nea_lc_1div8_1div2_nsth_map-
251 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
252  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
253 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
254  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
255 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
256  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>
257 </li>
258 </ol>
259 </div><div style="width: 100%; height: 20px"></div></div>
260 </div>
261 </div>
262 </div>
263 </div>
264 <div id="CCGPM_res_div">
265 <div id="CCGPM_msvc">
266 <div id="CCGPM_ccgp_hash_random_int_subscript_timing_test_insert">
267 <div id="CCGPM_assoc">
268 <div id="CCGPM_Collision-chaining_and_probing_hash_random_int_insert_timing_test_using__tt__b_operator_455b__455tt_"><div style="border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="CCGPM" id="CCGPM"><img src="ccgp_hash_random_int_subscript_timing_test_insert_msvc.png" alt="no image" /></a></h6>CCGPM: Collision-chaining and probing hash random int insert timing test using <tt><b>operator</b></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>
269 <ol>
270 <li>
271 cc_hash_mod_prime_nea_lc_1div8_1div2_nsth_map-
272 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
273 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
274 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
275  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
276 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
277  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
278 <li>
279 cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_map-
280 <a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
281 with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
282 , and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
283  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
284 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
285  with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
286 <li>
287 gp_hash_mod_quadp_prime_nea_lc_1div8_1div2_nsth_map-
288 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
289  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
290 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
291  with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
292 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
293  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>
294 </li>
295 <li>
296 gp_hash_mask_linp_exp_nea_lc_1div8_1div2_nsth_map-
297 <a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
298  with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
299 , <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
300  with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
301 , and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
302  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>
303 </li>
304 </ol>
305 </div><div style="width: 100%; height: 20px"></div></div>
306 </div>
307 </div>
308 </div>
309 </div>
310 <div id="CCGPL_res_div">
311 <div id="CCGPL_local">
312 <div id="CCGPL_ccgp_hash_random_int_subscript_timing_test_insert">
313 <div id="CCGPL_assoc">
314 <div id="CCGPL_Collision-chaining_and_probing_hash_random_int_insert_timing_test_using__tt__b_operator_455b__455tt_"><div style = "border-style: dotted; border-width: 1px; border-color: lightgray"><h6 class="c1"><a name="CCGPL" id= "CCGPL"><img src="ccgp_hash_random_int_subscript_timing_test_insert_local.png" alt="no image" /></a></h6>CCGPL: Collision-chaining and probing hash random int insert timing test using <tt><b>operator</b></tt> - <a href = "assoc_performance_tests.html#local">local</a></div><div style = "width: 100%; height: 20px"></div></div>
315 </div>
316 </div>
317 </div>
318 </div>
319 <h2><a name="observations" id="observations">Observations</a></h2>
320 <p>In this setting, as in <a href="hash_text_find_find_timing_test.html">Hash-Based Text
321     <tt>find</tt> Find Timing Test</a> and <a href="hash_random_int_find_find_timing_test.html">Hash-Based
322     Random-Integer <tt>find</tt> Find Timing Test</a> , the choice
323     of underlying hash-table underlying hash-table (see <a href="hash_based_containers.html">Design::Associative
324     Containers::Hash-Based Containers</a> ) affects performance
325     most, then the range-hashing scheme (See <a href="hash_based_containers.html#hash_policies">Design::Associative
326     Containers::Hash-Based Containers::Hash Policies</a> ), and,
327     only finally, other policies.</p>
328 <p>There are some differences, however:</p>
329 <ol>
330 <li>In this setting, probing tables function sometimes more
331       efficiently than collision-chaining tables (see Figures
332       <a href="#CCGPG">CCGPG</a> and <a href="#CCGPM">CCGPM</a> ).
333       This is explained shortly.</li>
334 <li>The performance graphs have a "saw-tooth" shape. The
335       average insert time rises and falls. As values are inserted
336       into the container, the load factor grows larger. Eventually,
337       a resize occurs. The reallocations and rehashing are
338       relatively expensive. After this, the load factor is smaller
339       than before.</li>
340 </ol>
341 <p>Collision-chaining containers use indirection for greater
342     flexibility; probing containers store values contiguously, in
343     an array (see Figure <a href="motivation.html#different_underlying_data_structures">Motivation::Different
344     underlying data structures</a> A and B, respectively). It
345     follows that for simple data types, probing containers access
346     their allocator less frequently than collision-chaining
347     containers, (although they still have less efficient probing
348     sequences). This explains why some probing containers fare
349     better than collision-chaining containers in this case.</p>
350 <p>Within each type of hash-table, the range-hashing scheme
351     affects performance more than other policies. This is similar
352     to the situation in <a href="hash_text_find_find_timing_test.html">Hash-Based Text
353     <tt>find</tt> Find Timing Test</a> and <a href="hash_random_int_find_find_timing_test.html">Hash-Based
354     Random-Integer <tt>find</tt> Find Timing Test</a>.
355     Unsurprisingly, however, containers with <u>lower</u>
356 <i>alpha<sub>max</sub></i> perform <u>worse</u> in this case,
357     since more re-hashes are performed.</p>
358 <p><a href="assoc_performance_tests.html#hash_based_types">Observations::Hash-Based
359     Container Types</a> summarizes some observations on hash-based
360     containers; <a href="assoc_performance_tests.html#hash_based_policies">Observations::Hash-Based
361     Containers' Policies</a> summarizes some observations on
362     hash-based containers' policies.</p>
363 </div>
364 </body>
365 </html>