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-<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
- "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-
-<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
-<head>
-<meta name="generator" content="HTML Tidy for Linux/x86 (vers 12 April 2005), see www.w3.org" />
-<title>Hash Random Int Find Timing Test</title>
-<meta http-equiv="Content-Type" content="text/html; charset=us-ascii" />
-</head>
-<body>
-<div id="page">
-<h1>Hash-Based Random-Integer <tt>find</tt> Find Timing
- Test</h1>
-<h2><a name="description" id="description">Description</a></h2>
-<p>This test inserts a number of values with uniform i.i.d.
- integer keys into a container, then performs a series of finds
- using <tt>find</tt>. It measures the average time
- for<tt>find</tt> as a function of the number of values
- inserted.</p>
-<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>
- 200 200 2100)</p>
-<h2><a name="purpose" id="purpose">Purpose</a></h2>
-<p>The test checks the effect of different underlying
- hash-tables (see <a href="hash_based_containers.html">Design::Associative
- Containers::Associative Containers::Hash-Based Containers</a>),
- range-hashing functions, and trigger policies (see <a href="hash_based_containers.html#hash_policies">Design::Associative
- Containers::Hash-Based Containers::Hash Policies</a> and
- <a href="hash_based_containers.html#resize_policies">Design::Associative
- Containers::Hash-Based Containers::Resize Policies</a>).</p>
-<h2><a name="results" id="results">Results</a></h2>
-<p>Figures <a href="#NCCG">NCCG</a>, <a href="#NCCM">NCCM</a>,
- and <a href="#NCCL">NCCL</a> show the results for the native
- 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
- <a href="assoc_performance_tests.html#local"><u>local</u></a>,
- respectively; Figures <a href="#NGPG">NGPG</a>, <a href="#NGPM">NGPM</a>, and <a href="#NGPL">NGPL</a> show the results
- 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
- <a href="assoc_performance_tests.html#local"><u>local</u></a>
- respectively.</p>
-<div id="NCCG_res_div">
-<div id="NCCG_gcc">
-<div id="NCCG_cc_hash_random_int_find_timing_test">
-<div id="NCCG_assoc">
-<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>
-<ol>
-<li>
-n_hash_map_ncah-
-<tt>std::tr1::unordered_map</tt> with <tt>cache_hash_code</tt> = <tt><b>false</b></tt></li>
-<li>
-cc_hash_mod_prime_nea_lc_1div8_1div1_nsth_map-
-<a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
-with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
-, and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
-<li>
-cc_hash_mod_prime_nea_lc_1div8_1div2_nsth_map-
-<a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
-with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
-, and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
-<li>
-cc_hash_mask_exp_nea_lc_1div8_1div1_nsth_map-
-<a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
-with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
-, and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
-<li>
-cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_map-
-<a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
-with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
-, and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
-</ol>
-</div><div style="width: 100%; height: 20px"></div></div>
-</div>
-</div>
-</div>
-</div>
-<div id="NCCM_res_div">
-<div id="NCCM_msvc">
-<div id="NCCM_cc_hash_random_int_find_timing_test">
-<div id="NCCM_assoc">
-<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>
-<ol>
-<li>
-cc_hash_mod_prime_nea_lc_1div8_1div1_nsth_map-
-<a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
-with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
-, and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
-<li>
-cc_hash_mod_prime_nea_lc_1div8_1div2_nsth_map-
-<a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
-with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
-, and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
-<li>
-n_hash_map_ncah-
-<tt>stdext::hash_map</tt></li>
-<li>
-cc_hash_mask_exp_nea_lc_1div8_1div1_nsth_map-
-<a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
-with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
-, and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/1</i></li>
-<li>
-cc_hash_mask_exp_nea_lc_1div8_1div2_nsth_map-
-<a href="cc_hash_table.html"><tt>cc_hash_table</tt></a>
-with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
-, and <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- with <i>&alpha;<sub>min</sub></i> = <i>1/8</i> and <i>&alpha;<sub>max</sub></i> = <i>1/2</i></li>
-</ol>
-</div><div style="width: 100%; height: 20px"></div></div>
-</div>
-</div>
-</div>
-</div>
-<div id="NCCL_res_div">
-<div id="NCCL_local">
-<div id="NCCL_cc_hash_random_int_find_timing_test">
-<div id="NCCL_assoc">
-<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>
-</div>
-</div>
-</div>
-</div>
-<div id="NGPG_res_div">
-<div id="NGPG_gcc">
-<div id="NGPG_gp_hash_random_int_find_timing_test">
-<div id="NGPG_assoc">
-<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>
-<ol>
-<li>
-gp_hash_mod_quadp_prime_nea_lc_1div8_1div2_nsth_map-
-<a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
- with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
-, <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- 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>
-</li>
-<li>
-n_hash_map_ncah-
-<tt>std::tr1::unordered_map</tt> with <tt>cache_hash_code</tt> = <tt><b>false</b></tt></li>
-<li>
-gp_hash_mask_linp_exp_nea_lc_1div8_1div2_nsth_map-
-<a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
- with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
-, <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- 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>
-</li>
-</ol>
-</div><div style="width: 100%; height: 20px"></div></div>
-</div>
-</div>
-</div>
-</div>
-<div id="NGPM_res_div">
-<div id="NGPM_msvc">
-<div id="NGPM_gp_hash_random_int_find_timing_test">
-<div id="NGPM_assoc">
-<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>
-<ol>
-<li>
-gp_hash_mod_quadp_prime_nea_lc_1div8_1div2_nsth_map-
-<a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
- with <tt>Comb_Hash_Fn</tt> = <a href="direct_mod_range_hashing.html"><tt>direct_mod_range_hashing</tt></a>
-, <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_prime_size_policy.html"><tt>hash_prime_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- 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>
-</li>
-<li>
-n_hash_map_ncah-
-<tt>stdext::hash_map</tt></li>
-<li>
-gp_hash_mask_linp_exp_nea_lc_1div8_1div2_nsth_map-
-<a href="gp_hash_table.html"><tt>gp_hash_table</tt></a>
- with <tt>Comb_Hash_Fn</tt> = <a href="direct_mask_range_hashing.html"><tt>direct_mask_range_hashing</tt></a>
-, <tt>Resize_Policy</tt> = <a href="hash_standard_resize_policy.html"><tt>hash_standard_resize_policy</tt></a>
- with <tt>Size_Policy</tt> = <a href="hash_exponential_size_policy.html"><tt>hash_exponential_size_policy</tt></a>
-, and <tt>Trigger_Policy</tt> = <a href="hash_load_check_resize_trigger.html"><tt>hash_load_check_resize_trigger</tt></a>
- 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>
-</li>
-</ol>
-</div><div style="width: 100%; height: 20px"></div></div>
-</div>
-</div>
-</div>
-</div>
-<div id="NGPL_res_div">
-<div id="NGPL_local">
-<div id="NGPL_gp_hash_random_int_find_timing_test">
-<div id="NGPL_assoc">
-<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>
-</div>
-</div>
-</div>
-</div>
-<h2><a name="observations" id="observations">Observations</a></h2>
-<p>In this setting, the choice of underlying hash-table (see
- <a href="hash_based_containers.html">Design::Associative
- Containers::Hash-Based Containers</a> ) affects performance
- most, then the range-hashing scheme (See <a href="hash_based_containers.html#hash_policies">Design::Associative
- Containers::Hash-Based Containers::Hash Policies</a> ), and,
- only finally, other policies.</p>
-<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
- probing containers are less efficient than the
- collision-chaining containers (both
- <tt>std::tr1::unordered_map</tt> and <tt>stdext::hash_map</tt>
- use collision-chaining) in this case.</p>
-<p>( <a href="hash_random_int_subscript_insert_timing_test.html">Hash-Based
- Random-Integer Subscript Insert Timing Test</a> shows a
- different case, where the situation is reversed; <a href="assoc_performance_tests.html#hash_based_types">Observations::Hash-Based
- Container Types</a> discusses some further considerations.)</p>
-<p>Within each type of hash-table, the range-hashing scheme
- affects performance more than other policies; <a href="hash_text_find_find_timing_test.html#observations">Hash-Based
- Text <tt>find</tt> Find Timing Test::Observations</a> discusses
- 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
- <tt>std::tr1::unordered_map</tt> and <tt>stdext::hash_map</tt>
- are hard-wired currently to mod-based and mask-based schemes,
- respectively.</p>
-<p><a href="assoc_performance_tests.html#hash_based_types">Observations::Hash-Based
- Container Types</a> summarizes some observations on hash-based
- containers; <a href="assoc_performance_tests.html#hash_based_policies">Observations::Hash-Based
- Containers' Policies</a> summarizes some observations on
- hash-based containers' policies.</p>
-</div>
-</body>
-</html>