From e54525d9feaacacf12bc0be599a1eb1dcd8ccedd Mon Sep 17 00:00:00 2001 From: docs-sched-rebuild Date: Thu, 12 Oct 2023 08:29:48 +0000 Subject: [PATCH] Pushing changes to GitHub Pages. --- master/README.html | 20 +++++++ master/_sources/README.md.txt | 50 +++++++++--------- ..._listing_file_merlin_hashtable.cuh.rst.txt | 33 ++++++++++++ .../api/classnv_1_1merlin_1_1HashTable.html | 16 ++++++ ...ram_listing_file_merlin_hashtable.cuh.html | 33 ++++++++++++ master/genindex.html | 2 + master/objects.inv | Bin 4739 -> 4800 bytes master/searchindex.js | 2 +- ..._listing_file_merlin_hashtable.cuh.rst.txt | 33 ++++++++++++ .../api/classnv_1_1merlin_1_1HashTable.html | 16 ++++++ ...ram_listing_file_merlin_hashtable.cuh.html | 33 ++++++++++++ v0.1.0-beta.2/genindex.html | 2 + v0.1.0-beta.2/objects.inv | Bin 4617 -> 4679 bytes v0.1.0-beta.2/searchindex.js | 2 +- ..._listing_file_merlin_hashtable.cuh.rst.txt | 33 ++++++++++++ .../api/classnv_1_1merlin_1_1HashTable.html | 16 ++++++ ...ram_listing_file_merlin_hashtable.cuh.html | 33 ++++++++++++ v0.1.0-beta.3/genindex.html | 2 + v0.1.0-beta.3/objects.inv | Bin 4652 -> 4714 bytes v0.1.0-beta.3/searchindex.js | 2 +- ..._listing_file_merlin_hashtable.cuh.rst.txt | 33 ++++++++++++ .../api/classnv_1_1merlin_1_1HashTable.html | 16 ++++++ ...ram_listing_file_merlin_hashtable.cuh.html | 33 ++++++++++++ v0.1.0-beta.4/genindex.html | 2 + v0.1.0-beta.4/objects.inv | Bin 4652 -> 4714 bytes v0.1.0-beta.4/searchindex.js | 2 +- ..._listing_file_merlin_hashtable.cuh.rst.txt | 33 ++++++++++++ .../api/classnv_1_1merlin_1_1HashTable.html | 16 ++++++ ...ram_listing_file_merlin_hashtable.cuh.html | 33 ++++++++++++ v0.1.0-beta.5/genindex.html | 2 + v0.1.0-beta.5/objects.inv | Bin 4690 -> 4752 bytes v0.1.0-beta.5/searchindex.js | 2 +- ..._listing_file_merlin_hashtable.cuh.rst.txt | 33 ++++++++++++ .../api/classnv_1_1merlin_1_1HashTable.html | 16 ++++++ ...ram_listing_file_merlin_hashtable.cuh.html | 33 ++++++++++++ v0.1.0-beta.6/genindex.html | 2 + v0.1.0-beta.6/objects.inv | Bin 4690 -> 4752 bytes v0.1.0-beta.6/searchindex.js | 2 +- ..._listing_file_merlin_hashtable.cuh.rst.txt | 33 ++++++++++++ .../api/classnv_1_1merlin_1_1HashTable.html | 16 ++++++ ...ram_listing_file_merlin_hashtable.cuh.html | 33 ++++++++++++ v0.1.0-beta.7/genindex.html | 2 + v0.1.0-beta.7/objects.inv | Bin 4739 -> 4800 bytes v0.1.0-beta.7/searchindex.js | 2 +- 44 files changed, 640 insertions(+), 32 deletions(-) diff --git a/master/README.html b/master/README.html index 68ae16f13..6431edfe2 100644 --- a/master/README.html +++ b/master/README.html @@ -468,20 +468,24 @@

On pure HBM mode:

λ

export_batch

export_batch_if

+

contains

0.50

2.087

12.258

+

3.121

0.75

2.045

12.447

+

3.094

1.00

1.950

2.657

+

3.096

@@ -535,20 +539,24 @@

On pure HBM mode:

λ

export_batch

export_batch_if

+

contains

0.50

0.692

10.784

+

3.100

0.75

0.569

10.240

+

3.075

1.00

0.551

0.765

+

3.096

@@ -602,20 +610,24 @@

On pure HBM mode:

λ

export_batch

export_batch_if

+

contains

0.50

0.316

8.199

+

3.239

0.75

0.296

8.549

+

3.198

1.00

0.288

0.395

+

3.225

@@ -668,20 +680,24 @@

On HBM+HMEM hybrid mode:

λ

export_batch

export_batch_if

+

contains

0.50

0.318

8.086

+

3.122

0.75

0.294

5.549

+

3.111

1.00

0.287

0.393

+

3.075

@@ -731,20 +747,24 @@

On HBM+HMEM hybrid mode:

λ

export_batch

export_batch_if

+

contains

0.50

0.316

8.181

+

3.073

0.75

0.293

8.950

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3.052

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3.026

diff --git a/master/_sources/README.md.txt b/master/_sources/README.md.txt index 6094834a0..798819e34 100644 --- a/master/_sources/README.md.txt +++ b/master/_sources/README.md.txt @@ -228,11 +228,11 @@ For Benchmark: | 0.75 | 1.045 | 2.452 | 1.335 | 1.807 | 3.374 | 1.309 | 1.013 | | 1.00 | 0.655 | 2.481 | 0.612 | 1.815 | 1.865 | 0.619 | 0.511 | -| λ | export_batch | export_batch_if | -|-----:|-------------:|----------------:| -| 0.50 | 2.087 | 12.258 | -| 0.75 | 2.045 | 12.447 | -| 1.00 | 1.950 | 2.657 | +| λ | export_batch | export_batch_if | contains | +|-----:|-------------:|----------------:|---------:| +| 0.50 | 2.087 | 12.258 | 3.121 | +| 0.75 | 2.045 | 12.447 | 3.094 | +| 1.00 | 1.950 | 2.657 | 3.096 | * dim = 32, capacity = 128 Million-KV, HBM = 16 GB, HMEM = 0 GB @@ -242,11 +242,11 @@ For Benchmark: | 0.75 | 0.930 | 2.238 | 1.177 | 1.693 | 3.369 | 1.316 | 0.866 | | 1.00 | 0.646 | 2.321 | 0.572 | 1.783 | 1.873 | 0.618 | 0.469 | -| λ | export_batch | export_batch_if | -|-----:|-------------:|----------------:| -| 0.50 | 0.692 | 10.784 | -| 0.75 | 0.569 | 10.240 | -| 1.00 | 0.551 | 0.765 | +| λ | export_batch | export_batch_if | contains | +|-----:|-------------:|----------------:|---------:| +| 0.50 | 0.692 | 10.784 | 3.100 | +| 0.75 | 0.569 | 10.240 | 3.075 | +| 1.00 | 0.551 | 0.765 | 3.096 | * dim = 64, capacity = 64 Million-KV, HBM = 16 GB, HMEM = 0 GB @@ -256,11 +256,11 @@ For Benchmark: | 0.75 | 0.801 | 1.951 | 1.033 | 1.493 | 3.545 | 1.359 | 0.773 | | 1.00 | 0.621 | 2.021 | 0.608 | 1.541 | 1.965 | 0.613 | 0.481 | -| λ | export_batch | export_batch_if | -|-----:|-------------:|----------------:| -| 0.50 | 0.316 | 8.199 | -| 0.75 | 0.296 | 8.549 | -| 1.00 | 0.288 | 0.395 | +| λ | export_batch | export_batch_if | contains | +|-----:|-------------:|----------------:|---------:| +| 0.50 | 0.316 | 8.199 | 3.239 | +| 0.75 | 0.296 | 8.549 | 3.198 | +| 1.00 | 0.288 | 0.395 | 3.225 | ### On HBM+HMEM hybrid mode: @@ -272,11 +272,11 @@ For Benchmark: | 0.75 | 0.083 | 0.122 | 0.111 | 0.129 | 3.221 | 1.274 | | 1.00 | 0.073 | 0.123 | 0.095 | 0.126 | 1.854 | 0.617 | -| λ | export_batch | export_batch_if | -|-----:|-------------:|----------------:| -| 0.50 | 0.318 | 8.086 | -| 0.75 | 0.294 | 5.549 | -| 1.00 | 0.287 | 0.393 | +| λ | export_batch | export_batch_if | contains | +|-----:|-------------:|----------------:|---------:| +| 0.50 | 0.318 | 8.086 | 3.122 | +| 0.75 | 0.294 | 5.549 | 3.111 | +| 1.00 | 0.287 | 0.393 | 3.075 | * dim = 64, capacity = 512 Million-KV, HBM = 32 GB, HMEM = 96 GB @@ -286,11 +286,11 @@ For Benchmark: | 0.75 | 0.049 | 0.069 | 0.049 | 0.069 | 3.116 | 1.242 | | 1.00 | 0.047 | 0.072 | 0.047 | 0.070 | 1.771 | 0.607 | -| λ | export_batch | export_batch_if | -|-----:|-------------:|----------------:| -| 0.50 | 0.316 | 8.181 | -| 0.75 | 0.293 | 8.950 | -| 1.00 | 0.292 | 0.394 | +| λ | export_batch | export_batch_if | contains | +|-----:|-------------:|----------------:|---------:| +| 0.50 | 0.316 | 8.181 | 3.073 | +| 0.75 | 0.293 | 8.950 | 3.052 | +| 1.00 | 0.292 | 0.394 | 3.026 | ### Support and Feedback: diff --git a/master/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt b/master/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt index cf63e848f..44e7a9eeb 100644 --- a/master/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt +++ b/master/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt @@ -1044,6 +1044,39 @@ Program Listing for File merlin_hashtable.cuh CudaCheckError(); } + void contains(const size_type n, const key_type* keys, // (n) + bool* founds, // (n) + cudaStream_t stream = 0) const { + if (n == 0) { + return; + } + + read_shared_lock lock(mutex_, stream); + + if (options_.max_bucket_size == 128) { + // Pipeline lookup kernel only supports "bucket_size = 128". + using Selector = SelectPipelineContainsKernel; + ContainsKernelParams containsParams( + table_->buckets, table_->buckets_num, static_cast(dim()), + keys, founds, n); + Selector::select_kernel(containsParams, stream); + } else { + using Selector = SelectContainsKernel; + static thread_local int step_counter = 0; + static thread_local float load_factor = 0.0; + + if (((step_counter++) % kernel_select_interval_) == 0) { + load_factor = fast_load_factor(0, stream, false); + } + Selector::execute_kernel(load_factor, options_.block_size, + options_.max_bucket_size, table_->buckets_num, + options_.dim, stream, n, d_table_, + table_->buckets, keys, founds); + } + CudaCheckError(); + } + void erase(const size_type n, const key_type* keys, cudaStream_t stream = 0) { if (n == 0) { return; diff --git a/master/api/classnv_1_1merlin_1_1HashTable.html b/master/api/classnv_1_1merlin_1_1HashTable.html index a1312fa62..d7e2d3b55 100644 --- a/master/api/classnv_1_1merlin_1_1HashTable.html +++ b/master/api/classnv_1_1merlin_1_1HashTable.html @@ -405,6 +405,22 @@

Class Documentation +
+inline void contains(const size_type n, const key_type *keys, bool *founds, cudaStream_t stream = 0) const
+

Checks if there are elements with key equivalent to keys in the table.

+
+
Parameters
+
    +

  • n – The number of keys to check.

    • +

  • keys – The keys to search on GPU-accessible memory with shape (n).

    • +

  • founds – The result that indicates if the keys are found, and should be allocated by caller on GPU-accessible memory with shape (n).

    • +

  • stream – The CUDA stream that is used to execute the operation.

    • +
+
+
+
+
inline void erase(const size_type n, const key_type *keys, cudaStream_t stream = 0)
diff --git a/master/api/program_listing_file_merlin_hashtable.cuh.html b/master/api/program_listing_file_merlin_hashtable.cuh.html index b37d08283..c8f7be11b 100644 --- a/master/api/program_listing_file_merlin_hashtable.cuh.html +++ b/master/api/program_listing_file_merlin_hashtable.cuh.html @@ -1120,6 +1120,39 @@ CudaCheckError(); } + void contains(const size_type n, const key_type* keys, // (n) + bool* founds, // (n) + cudaStream_t stream = 0) const { + if (n == 0) { + return; + } + + read_shared_lock lock(mutex_, stream); + + if (options_.max_bucket_size == 128) { + // Pipeline lookup kernel only supports "bucket_size = 128". + using Selector = SelectPipelineContainsKernel<key_type, value_type, + score_type, ArchTag>; + ContainsKernelParams<key_type, value_type, score_type> containsParams( + table_->buckets, table_->buckets_num, static_cast<uint32_t>(dim()), + keys, founds, n); + Selector::select_kernel(containsParams, stream); + } else { + using Selector = SelectContainsKernel<key_type, value_type, score_type>; + static thread_local int step_counter = 0; + static thread_local float load_factor = 0.0; + + if (((step_counter++) % kernel_select_interval_) == 0) { + load_factor = fast_load_factor(0, stream, false); + } + Selector::execute_kernel(load_factor, options_.block_size, + options_.max_bucket_size, table_->buckets_num, + options_.dim, stream, n, d_table_, + table_->buckets, keys, founds); + } + CudaCheckError(); + } + void erase(const size_type n, const key_type* keys, cudaStream_t stream = 0) { if (n == 0) { return; diff --git a/master/genindex.html b/master/genindex.html index 53c95ac2a..8bd99250a 100644 --- a/master/genindex.html +++ b/master/genindex.html @@ -124,6 +124,8 @@

N

  • nv::merlin::HashTable::capacity (C++ function)
  • nv::merlin::HashTable::clear (C++ function) +
    • +
  • nv::merlin::HashTable::contains (C++ function)
  • nv::merlin::HashTable::dim (C++ function)
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HierarchicalKV(Beta)","Template Class HashTable","File merlin_hashtable.cuh","HierarchicalKV C++ API Documentation","Namespace nv","Namespace nv::merlin","Program Listing for File merlin_hashtable.cuh","Struct EvictStrategy","Struct HashTableOptions","Typedef nv::merlin::EraseIfPredict","Complete HierarchicalKV API","Variable nv::merlin::thrust_par","Merlin Key-Value Storage"],titleterms:{"class":[2,3,4,6],about:[0,1],acknowledg:1,addit:0,api:[1,4,11],bazel:1,benchmark:1,benefit:1,beta:1,build:1,cmake:1,code:0,commun:0,complet:[4,11],configur:1,content:[3,5,6],contribut:0,contributor:1,cuh:[3,7],definit:3,document:[1,2,4,8,9,10,12],eraseifpredict:10,evict:1,evictstrategi:8,feedback:1,file:[3,4,7,11],hashtabl:2,hashtableopt:9,hbm:1,hierarchi:4,hierarchicalkv:[0,1,4,11],hmem:1,how:1,hybrid:1,idea:1,includ:3,kei:[1,13],licenc:0,licens:1,list:7,maintainership:0,matrix:1,matur:1,merlin:[6,10,12,13],merlin_hasht:[3,7],mode:1,namespac:[3,4,5,6],nvidia:1,option:1,perform:1,program:7,pure:1,relat:13,requir:0,resourc:13,restrict:1,storag:13,strategi:1,struct:[4,8,9],style:0,support:1,templat:2,thrust_par:12,typedef:[3,4,6,10],usag:1,use:1,valu:13,variabl:[3,4,6,12]}}) \ No newline at end of file diff --git a/v0.1.0-beta.2/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt b/v0.1.0-beta.2/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt index cf63e848f..44e7a9eeb 100644 --- a/v0.1.0-beta.2/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt +++ b/v0.1.0-beta.2/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt @@ -1044,6 +1044,39 @@ Program Listing for File merlin_hashtable.cuh CudaCheckError(); } + void contains(const size_type n, const key_type* keys, // (n) + bool* founds, // (n) + cudaStream_t stream = 0) const { + if (n == 0) { + return; + } + + read_shared_lock lock(mutex_, stream); + + if (options_.max_bucket_size == 128) { + // Pipeline lookup kernel only supports "bucket_size = 128". + using Selector = SelectPipelineContainsKernel; + ContainsKernelParams containsParams( + table_->buckets, table_->buckets_num, static_cast(dim()), + keys, founds, n); + Selector::select_kernel(containsParams, stream); + } else { + using Selector = SelectContainsKernel; + static thread_local int step_counter = 0; + static thread_local float load_factor = 0.0; + + if (((step_counter++) % kernel_select_interval_) == 0) { + load_factor = fast_load_factor(0, stream, false); + } + Selector::execute_kernel(load_factor, options_.block_size, + options_.max_bucket_size, table_->buckets_num, + options_.dim, stream, n, d_table_, + table_->buckets, keys, founds); + } + CudaCheckError(); + } + void erase(const size_type n, const key_type* keys, cudaStream_t stream = 0) { if (n == 0) { return; diff --git a/v0.1.0-beta.2/api/classnv_1_1merlin_1_1HashTable.html b/v0.1.0-beta.2/api/classnv_1_1merlin_1_1HashTable.html index 71626fccb..43b2f4de9 100644 --- a/v0.1.0-beta.2/api/classnv_1_1merlin_1_1HashTable.html +++ b/v0.1.0-beta.2/api/classnv_1_1merlin_1_1HashTable.html @@ -405,6 +405,22 @@

    Class Documentation +
    +inline void contains(const size_type n, const key_type *keys, bool *founds, cudaStream_t stream = 0) const
    +

    Checks if there are elements with key equivalent to keys in the table.

    +
    +
    Parameters
    +
      +

    • n – The number of keys to check.

      • +

    • keys – The keys to search on GPU-accessible memory with shape (n).

      • +

    • founds – The result that indicates if the keys are found, and should be allocated by caller on GPU-accessible memory with shape (n).

      • +

    • stream – The CUDA stream that is used to execute the operation.

      • +
    +
    +
    +

    +
    inline void erase(const size_type n, const key_type *keys, cudaStream_t stream = 0)
    diff --git a/v0.1.0-beta.2/api/program_listing_file_merlin_hashtable.cuh.html b/v0.1.0-beta.2/api/program_listing_file_merlin_hashtable.cuh.html index 2278fa6b4..7c8691dd1 100644 --- a/v0.1.0-beta.2/api/program_listing_file_merlin_hashtable.cuh.html +++ b/v0.1.0-beta.2/api/program_listing_file_merlin_hashtable.cuh.html @@ -1120,6 +1120,39 @@ CudaCheckError(); } + void contains(const size_type n, const key_type* keys, // (n) + bool* founds, // (n) + cudaStream_t stream = 0) const { + if (n == 0) { + return; + } + + read_shared_lock lock(mutex_, stream); + + if (options_.max_bucket_size == 128) { + // Pipeline lookup kernel only supports "bucket_size = 128". + using Selector = SelectPipelineContainsKernel<key_type, value_type, + score_type, ArchTag>; + ContainsKernelParams<key_type, value_type, score_type> containsParams( + table_->buckets, table_->buckets_num, static_cast<uint32_t>(dim()), + keys, founds, n); + Selector::select_kernel(containsParams, stream); + } else { + using Selector = SelectContainsKernel<key_type, value_type, score_type>; + static thread_local int step_counter = 0; + static thread_local float load_factor = 0.0; + + if (((step_counter++) % kernel_select_interval_) == 0) { + load_factor = fast_load_factor(0, stream, false); + } + Selector::execute_kernel(load_factor, options_.block_size, + options_.max_bucket_size, table_->buckets_num, + options_.dim, stream, n, d_table_, + table_->buckets, keys, founds); + } + CudaCheckError(); + } + void erase(const size_type n, const key_type* keys, cudaStream_t stream = 0) { if (n == 0) { return; diff --git a/v0.1.0-beta.2/genindex.html b/v0.1.0-beta.2/genindex.html index dca3e2bb9..b0e62f040 100644 --- a/v0.1.0-beta.2/genindex.html +++ b/v0.1.0-beta.2/genindex.html @@ -124,6 +124,8 @@

    N

  • nv::merlin::HashTable::capacity (C++ function)
  • nv::merlin::HashTable::clear (C++ function) +
    • +
  • nv::merlin::HashTable::contains (C++ function)
  • nv::merlin::HashTable::dim (C++ function)
    • diff --git a/v0.1.0-beta.2/objects.inv b/v0.1.0-beta.2/objects.inv index 128426f9e1eddf83c997a71b3cc0f789b4a53c0f..3abbd6b9218b551e5686418b9ef280dd700de354 100644 GIT binary patch delta 4584 zcmVB*!F>iGPn9x0ZhQuMm*I;9dmEa4Rl)vmIs9=s0QExt>RXYfG?H($&&V z&%^xoIn>f!rM=t5(h?hnEwRXRzO(S~9I{lEKeSo{KkoPPR;xYM6Mqx##@_Ypv|&f1 z*7R}Y8@QoIz5j|Ioe!Nw?@p(yC*7$weczFG*6m=OA%q3u&VO*PgrJ%9A_%S>hc5zA z{Zn^3=>O1pe|Pu5ZV+n!PVxu7poUqQce~MilkY^@i*HSUm>6Owk z_0+Mwi(#wvc5LC}{my(bJ%Y0IYd&;5`>kvX03LQDxILltF;!l#cfL_*7HRHb`RRn> zma_lTK=^z@-rCyPpfenIfKl&0PvG%5TjSBbRTD@iI?=!GZsiyMxcrFGgYM5(7ffuJ z*x`85fPaadIStnGdeE7gqb1sCnCuL-mo6y$6N&g3^*fWIUtgoNz~FjKnP07Ba~juc zxXFCX)rz+u3JuQpr}}!#*zXT*EN14zD$af|E0f>18mC%>`9U?lMr)@-TQvGNU{AY> zBvksTfmf#g{34Z~UxDV+F2qUIe`@H}*&u1Qkbl+&Cx%{`4Q6@o-#`gyU!)z*0e)q+ zm=n6>iEU=~i=TGvaF$QMF)_N`noE)*hkaX!R*$spO&?RBkSpSQ0rb5dCrA#nIpKEM zBnM!m4p%S5G|Z>Ex3&{inQfNDce%NFDauwWfU~(ure$rAt4fb+1DszJ+UllLV#uyH zNPjWQDA3&({QO{)CiG@=%11|Wd?ip^!;C>;dt6Hdb<6lq;D??iyR6% zEC$5F$LA!fRPVk@$@PkMyIrkjiwo622s(SNcv zUhRjSMdzvPn{Z?2vUO5rWp*7Jsi?HM4rS!uHL=u0Wf}K%sH6J5<;&JbWvTp?sH5s# z`^#2GiUWYl)<|XP_C=~A^m3PCo1aC(yYBQTp*EL;`*`4HKl0?aU)7=h(+W|cEs`D~ z)MJU$iBO>(@(VXYe(@GaybWBB8GlYGM3uHkyO~>)Elwyzg|?{n2N@?7CGqZZJ#KYM zAu6*){3UcRpZM`K#S=PMnZ;2i*(1s&$npZq94$_jN$&Z{R`1hAPUVtkDrXv#CVhm; z=`45-Vx=)yeudV`uhUeCpL26Md!2`1iHw%^={+Yj+F1ye#%Sq(0e?cnoqvyTX^fZl z7ylNUnCAr6ysG?#ANt`8Kl7E9-i7F~`ka~BaFTqc)QzI3*%ilf=`JR0|>mvVKdqV!* z4Hk;{o_w~xC!Hm2q&)<<2#2^16;$L9H5@Knf>T_P8Y*&(?`3K0dpVl+tzdke$+th2 z`vnr6s+>HPw6&B+rxGr|TFGk4Ur#1pJ=xf)#H%r{IF*Pst&;VKw|}Bm@%z7?Q0{q1 zXn&|(iaRVK-8Liy@ASmqe*UG`_c!GXJSS>AwLWbwRcDBCIrou^43DC6j_FEuM^g|LiW07z* zu_RKeZi%S}ZJITv9_*=qa9bhXr);k3ce54}#XafS1VU)EbVV=K+MesKGbub)@_1y6 zSh*8xrOEm004G}R*nEjQ+M%Fx4HMv{kW#q#vr+aq_;c}8`F{j^CcTIM|2=(9FtvV0 zyHlS(3O8fV*(_OtYs~C)C(q@u9jrHRy>1`i-)fou(0+MdKuRyGs2B`J&&&=3b8(B* zcX}>4F7?FfXjA}aIDYJmhQoe(waHDUM*v;EfGj1l`P;}2BIyn%(|Q%g*I6D08GpP` zUb>PZq$Pewz<(Qd>YS*w#P2wGj~zRjrJt)$tPZ2vR_rEK+eYPk6vX2POh(w?{6izeazd~*!Z>3c>8&in{&OWXWeg({l90uu^;$+IyuO2$FR3g z?TwFx_J0kwcIZI%=4AQ^Y3l)ArM~ayUmBm{mn~EWgIONq&_R-`j_+5Wwh((Z(qVdq zzI&}(> z>1&bRsMiE>XR%q&>#yA;H@d#PyJ`GfY$*^nV6g5$kH0jVBR_@}WuU==U)QZvWbizs zFrxXj*=vp(?^f3u|Jk^EzWR^<`RV4TyMLDX`p}zBn!|9kA@+=Ux4hIChTTSanjCSN z-hauZ)a!lWOMy~%__aA5HqETpce^Q-di^^5+L#U-^DhNT^QklOyNRqi{I>YNFf@PY zxt?CrgaKFIO>FCs=6uX?GiR7LA@k_M3fSyEnsLuH2Sc|9{i1(!W56GIV-iYn3GON*S?C0YTGAZ{2>aiiR*nc29nT_HToSQm#&EUN=Fa>v$-rD=qqOk#u zjbE0HMHaJ(zW1`v4(gs?!|8Sa%3G?QKg!GE>m@I@f1*MWUA!R0hukZBYvj&^+U?oEhq7y>2E z;m>j% ztgzUmWF0Ug;K3Q8Cd)9!1PjBM;ZkbuxK7HN1%{a7+DmT&6N+LcG8r_LgkY7BHOUMp zn=__8%x9NnL2*nd3z-tsA)J!6rJ2q+Hb@1-IhdO(&pZJXU;>I#vJOPrAT7zLA(Ce* zGY%Zx7{*OTI7`afFq~ydNqXHga}8lfi*m-hXZ{oW#+LWmceSRg(MuiK*0Bf&>= zuFjl^Du!e$qmns>DSvh-rPPoNX~+p+D)WGtaG5ejVQTp3{#vep=KY>4B6dLm%K zbP|FIV%}Ow4J2wQS%X?3fO}>spK7*B(s!3QNU z)v#=*WX&KWGTJHTJ+ZdXh*1xv9IO~Z1cfX|CP9YIV@Wo7E=qEX-d|>0&`Cc3y}MhOd78h3BeMn0(U7FO>2~4Q1C%iGumUXk@Gww z0VzT~#wk}W$A6H)uuvj~17R9@M!B^ZWrBO}EJ?~blh_lQ5vVK$WQ0CY;hpdlacM=$ z1jz|04a{X&uqZJc77zxG27xW3kR%zAl(lu*1RJ~&7@~@e!Q80;g(ruMEv3Ri*8&{P zC>@x@nL=Q2hk{iZ;$Ul>+{*FK}i_uy83M>mV%Tyx0ln0xXsYIqWIVT*$b9koFBluK%m6fyKOgXX~J+EwR@z zSukkMyEc~tnz*?f5I;RL*tyNWM7h{s?QGv>o&O4ZQrrg zbr<;<$bV0g4@X-LUtW3-$uYn;IPThpUc#?tC%Pn3HG9!3X_wTROA()lH6yX+5%`YS z(_ZSLqV4CBGOD^KXQ_=9xt;1bi15%(_WpCBl5G1=f_{jXH*rQvyU&B}eg1q7_rz?~ zy4Z`qi67r=9M=_kd{`Ws-TKGo=Xhf|OoHK9-+%izXK2_Mqt9>h%~8c0kTz^FdTg#P zER{WUGcf1EDjR2?C2$+3pFcdcG@*a#D0JsB=uV2IgU}M?r5A2L9DUirXo>sFjz)i2 zc5g1bH+N5vmmQ)OOme_hcaPKVFfW^I;^RqNdElaLd5*cbei!G@u}8J9TbQHM9nm>D zaeq+C83YNkqFg~8N<7!xbEJup%$Zt1$jm_6#)S@0>I*3X2PjerO`uq@7@q|QO)bJf zE5j*9L>U{5#{&Lh#~f8co(D>Xvw(5Nf;32ZY^j8zFDPc1=bX9hJWytw2!bV1UNOhD z5ph3HFzUFKL2Gs%C^<6JL3N%X&ndIU+kYT3Ev*YeOR{ap^AsrKlyz2cV*=DW1QT!K zb}X_U)=DUalAzprf5)ry@#Fc#b7L7m57kszrh<|opm^970EiTHAm_Xf85dBNQSfk=|L!B<4bDDSxbH zg41{|mx0ylgyJ=&hG>OV#<-IZUm#XPs^*MiTGr_+R0ifT@P|Lv6A2L|fQ5+BQZX7( zjZiYGJogYXf`I;w=mn@|En5atxZQr8Ft79=Ht zrz*fi;+#sZC=rTS>Z}sm&aIO{QDI1t0BjMg-3(Abe6bz^Iw2TaC^u?^Vxjn&pLcST zS&to(!66KD2jZJ>S)B&5@jxFO#B1%faLQ00Z!d5VYncel)d8v$ zsQ#&24EjHG-rwClup5M~e<%3^pG(86ihbQ`zsa{UySloalkJubZ`eR*uketn=*D8msV=+gkAZ1olgfdCO&?s znFtnZSTE&vb$|8c{d7_c2fhFG?un>}3d3;&bTKZ$zk>VqXlT2?g=zE5)f4usX^)Rc zd;A*OM=><}@;VzI#k}mxe#@RshdYPfbq-zWbo4<90MxtB6GS}DRxqw_)dZ4>PK>X+TlvL5E`~9Jfik?t~W^G77B8AdBhJ!Y2qQ9Nj_NpS?xMqQVXegqezNyoeADD=Ddhp+MK^m zo`3l{kW4%x)W)>a3*Q!&H}R&ZEhhtV332^Q^y4$pk2_|;{j}$2Nxwwi!*LyF9LG~+ zq>I9j>xk6Xj*E`b#pXLD zzCBMZBb01d9uP|(pR@2v68=w1W`ErhDFnIWJoWeEWQo&>_^!Tm=ew523fBDc z-Irgg?}i~vd~x{>Y*x>vy;$E?`DuHxSv?!~V%n{e)A3@XdN%FF`gXTZ+l$TW*{m09 z+l|?*TDF39{jhb>c`W}X+}Js9o7A~7y9|rew6wVlW8~j0v9LsK8TVzFqyD|+^MAHS zZK?c)n4|7p`|~zOiUWZ2wn%O1_F0-E^m3PCo1aC&+in%Aur}wz`*7lBH*@$Ka$T2h zk=KOzkE=wDzDRn6(2OUJr$UW>$j{sf`Pq9Q@iuTXZaAhAb^0RhW^O~iIHD3Y`l8;u z#E+^<;@#zD!s?hx)aHx$^UPj8@qgnY#bX0l72+V5>`>(#ba{bi4pyhmB=_`mYxa=` z#|p_4)iaGtlRnqscpf|jwbD2&zd�m+7j+58pVRzfME3L{3ZlNRcBt?IaXSUYHPRjeoJBxfh6!p4hz1T9&LJo+$P6_F#`k6E z)%WFS+E*3vRgiCgR`3fnI@WUXSlTwSJUW(g`NeA1Q2u%}^_t1Xj-_6MdBw3*Y-pBj zM!lu9nqNxv#B#?&Li(s?dM;5eSd>*@n`($`hS+s4SDE~DWar! 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    Class Documentation +
    +inline void contains(const size_type n, const key_type *keys, bool *founds, cudaStream_t stream = 0) const
    +

    Checks if there are elements with key equivalent to keys in the table.

    +
    +
    Parameters
    +
      +

    • n – The number of keys to check.

      • +

    • keys – The keys to search on GPU-accessible memory with shape (n).

      • +

    • founds – The result that indicates if the keys are found, and should be allocated by caller on GPU-accessible memory with shape (n).

      • +

    • stream – The CUDA stream that is used to execute the operation.

      • +
    +
    +
    +

    +
    inline void erase(const size_type n, const key_type *keys, cudaStream_t stream = 0)
    diff --git a/v0.1.0-beta.3/api/program_listing_file_merlin_hashtable.cuh.html b/v0.1.0-beta.3/api/program_listing_file_merlin_hashtable.cuh.html index 2bc5d4ffd..afe091749 100644 --- a/v0.1.0-beta.3/api/program_listing_file_merlin_hashtable.cuh.html +++ b/v0.1.0-beta.3/api/program_listing_file_merlin_hashtable.cuh.html @@ -1120,6 +1120,39 @@ CudaCheckError(); } + void contains(const size_type n, const key_type* keys, // (n) + bool* founds, // (n) + cudaStream_t stream = 0) const { + if (n == 0) { + return; + } + + read_shared_lock lock(mutex_, stream); + + if (options_.max_bucket_size == 128) { + // Pipeline lookup kernel only supports "bucket_size = 128". + using Selector = SelectPipelineContainsKernel<key_type, value_type, + score_type, ArchTag>; + ContainsKernelParams<key_type, value_type, score_type> containsParams( + table_->buckets, table_->buckets_num, static_cast<uint32_t>(dim()), + keys, founds, n); + Selector::select_kernel(containsParams, stream); + } else { + using Selector = SelectContainsKernel<key_type, value_type, score_type>; + static thread_local int step_counter = 0; + static thread_local float load_factor = 0.0; + + if (((step_counter++) % kernel_select_interval_) == 0) { + load_factor = fast_load_factor(0, stream, false); + } + Selector::execute_kernel(load_factor, options_.block_size, + options_.max_bucket_size, table_->buckets_num, + options_.dim, stream, n, d_table_, + table_->buckets, keys, founds); + } + CudaCheckError(); + } + void erase(const size_type n, const key_type* keys, cudaStream_t stream = 0) { if (n == 0) { return; diff --git a/v0.1.0-beta.3/genindex.html b/v0.1.0-beta.3/genindex.html index 7ba449e2d..6df1cbfb3 100644 --- a/v0.1.0-beta.3/genindex.html +++ b/v0.1.0-beta.3/genindex.html @@ -124,6 +124,8 @@

    N

  • nv::merlin::HashTable::capacity (C++ function)
  • nv::merlin::HashTable::clear (C++ function) +
    • +
  • nv::merlin::HashTable::contains (C++ function)
  • nv::merlin::HashTable::dim (C++ function)
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Storage"],titleterms:{"class":[2,3,4,6],about:[0,1],acknowledg:1,addit:0,api:[1,4,11],bazel:1,benchmark:1,benefit:1,beta:1,build:1,cmake:1,code:0,commun:0,complet:[4,11],content:[3,5,6],contribut:0,contributor:1,cuh:[3,7],definit:3,document:[1,2,4,8,9,10,12],eraseifpredict:10,evictstrategi:8,feedback:1,file:[3,4,7,11],hashtabl:2,hashtableopt:9,hbm:1,hierarchi:4,hierarchicalkv:[0,1,4,11],hmem:1,how:1,hybrid:1,includ:3,kei:13,licenc:0,licens:1,list:7,maintainership:0,merlin:[6,10,12,13],merlin_hasht:[3,7],mode:1,namespac:[3,4,5,6],nvidia:1,perform:1,program:7,pure:1,relat:13,requir:0,resourc:13,restrict:1,storag:13,struct:[4,8,9],style:0,support:1,templat:2,thrust_par:12,typedef:[3,4,6,10],usag:1,valu:13,variabl:[3,4,6,12]}}) \ No newline at end of file diff --git a/v0.1.0-beta.4/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt b/v0.1.0-beta.4/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt index cf63e848f..44e7a9eeb 100644 --- a/v0.1.0-beta.4/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt +++ b/v0.1.0-beta.4/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt @@ -1044,6 +1044,39 @@ Program Listing for File merlin_hashtable.cuh CudaCheckError(); } + void contains(const size_type n, const key_type* keys, // (n) + bool* founds, // (n) + cudaStream_t stream = 0) const { + if (n == 0) { + return; + } + + read_shared_lock lock(mutex_, stream); + + if (options_.max_bucket_size == 128) { + // Pipeline lookup kernel only supports "bucket_size = 128". + using Selector = SelectPipelineContainsKernel; + ContainsKernelParams containsParams( + table_->buckets, table_->buckets_num, static_cast(dim()), + keys, founds, n); + Selector::select_kernel(containsParams, stream); + } else { + using Selector = SelectContainsKernel; + static thread_local int step_counter = 0; + static thread_local float load_factor = 0.0; + + if (((step_counter++) % kernel_select_interval_) == 0) { + load_factor = fast_load_factor(0, stream, false); + } + Selector::execute_kernel(load_factor, options_.block_size, + options_.max_bucket_size, table_->buckets_num, + options_.dim, stream, n, d_table_, + table_->buckets, keys, founds); + } + CudaCheckError(); + } + void erase(const size_type n, const key_type* keys, cudaStream_t stream = 0) { if (n == 0) { return; diff --git a/v0.1.0-beta.4/api/classnv_1_1merlin_1_1HashTable.html b/v0.1.0-beta.4/api/classnv_1_1merlin_1_1HashTable.html index 51878ee82..4ff588621 100644 --- a/v0.1.0-beta.4/api/classnv_1_1merlin_1_1HashTable.html +++ b/v0.1.0-beta.4/api/classnv_1_1merlin_1_1HashTable.html @@ -405,6 +405,22 @@

    Class Documentation +
    +inline void contains(const size_type n, const key_type *keys, bool *founds, cudaStream_t stream = 0) const
    +

    Checks if there are elements with key equivalent to keys in the table.

    +
    +
    Parameters
    +
      +

    • n – The number of keys to check.

      • +

    • keys – The keys to search on GPU-accessible memory with shape (n).

      • +

    • founds – The result that indicates if the keys are found, and should be allocated by caller on GPU-accessible memory with shape (n).

      • +

    • stream – The CUDA stream that is used to execute the operation.

      • +
    +
    +
    +

    +
    inline void erase(const size_type n, const key_type *keys, cudaStream_t stream = 0)
    diff --git a/v0.1.0-beta.4/api/program_listing_file_merlin_hashtable.cuh.html b/v0.1.0-beta.4/api/program_listing_file_merlin_hashtable.cuh.html index 033a724a0..c6419641a 100644 --- a/v0.1.0-beta.4/api/program_listing_file_merlin_hashtable.cuh.html +++ b/v0.1.0-beta.4/api/program_listing_file_merlin_hashtable.cuh.html @@ -1120,6 +1120,39 @@ CudaCheckError(); } + void contains(const size_type n, const key_type* keys, // (n) + bool* founds, // (n) + cudaStream_t stream = 0) const { + if (n == 0) { + return; + } + + read_shared_lock lock(mutex_, stream); + + if (options_.max_bucket_size == 128) { + // Pipeline lookup kernel only supports "bucket_size = 128". + using Selector = SelectPipelineContainsKernel<key_type, value_type, + score_type, ArchTag>; + ContainsKernelParams<key_type, value_type, score_type> containsParams( + table_->buckets, table_->buckets_num, static_cast<uint32_t>(dim()), + keys, founds, n); + Selector::select_kernel(containsParams, stream); + } else { + using Selector = SelectContainsKernel<key_type, value_type, score_type>; + static thread_local int step_counter = 0; + static thread_local float load_factor = 0.0; + + if (((step_counter++) % kernel_select_interval_) == 0) { + load_factor = fast_load_factor(0, stream, false); + } + Selector::execute_kernel(load_factor, options_.block_size, + options_.max_bucket_size, table_->buckets_num, + options_.dim, stream, n, d_table_, + table_->buckets, keys, founds); + } + CudaCheckError(); + } + void erase(const size_type n, const key_type* keys, cudaStream_t stream = 0) { if (n == 0) { return; diff --git a/v0.1.0-beta.4/genindex.html b/v0.1.0-beta.4/genindex.html index 8500fae79..fe79e5dfd 100644 --- a/v0.1.0-beta.4/genindex.html +++ b/v0.1.0-beta.4/genindex.html @@ -124,6 +124,8 @@

    N

  • nv::merlin::HashTable::capacity (C++ function)
  • nv::merlin::HashTable::clear (C++ function) +
    • +
  • nv::merlin::HashTable::contains (C++ function)
  • nv::merlin::HashTable::dim (C++ function)
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Storage"],titleterms:{"class":[2,3,4,6],about:[0,1],acknowledg:1,addit:0,api:[1,4,11],bazel:1,benchmark:1,benefit:1,beta:1,build:1,cmake:1,code:0,commun:0,complet:[4,11],content:[3,5,6],contribut:0,contributor:1,cuh:[3,7],definit:3,document:[1,2,4,8,9,10,12],eraseifpredict:10,evictstrategi:8,feedback:1,file:[3,4,7,11],hashtabl:2,hashtableopt:9,hbm:1,hierarchi:4,hierarchicalkv:[0,1,4,11],hmem:1,how:1,hybrid:1,includ:3,kei:13,licenc:0,licens:1,list:7,maintainership:0,merlin:[6,10,12,13],merlin_hasht:[3,7],mode:1,namespac:[3,4,5,6],nvidia:1,perform:1,program:7,pure:1,relat:13,requir:0,resourc:13,restrict:1,storag:13,struct:[4,8,9],style:0,support:1,templat:2,thrust_par:12,typedef:[3,4,6,10],usag:1,valu:13,variabl:[3,4,6,12]}}) \ No newline at end of file diff --git a/v0.1.0-beta.5/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt b/v0.1.0-beta.5/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt index cf63e848f..44e7a9eeb 100644 --- a/v0.1.0-beta.5/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt +++ b/v0.1.0-beta.5/_sources/api/program_listing_file_merlin_hashtable.cuh.rst.txt @@ -1044,6 +1044,39 @@ Program Listing for File merlin_hashtable.cuh CudaCheckError(); } + void contains(const size_type n, const key_type* keys, // (n) + bool* founds, // (n) + cudaStream_t stream = 0) const { + if (n == 0) { + return; + } + + read_shared_lock lock(mutex_, stream); + + if (options_.max_bucket_size == 128) { + // Pipeline lookup kernel only supports "bucket_size = 128". + using Selector = SelectPipelineContainsKernel; + ContainsKernelParams containsParams( + table_->buckets, table_->buckets_num, static_cast(dim()), + keys, founds, n); + Selector::select_kernel(containsParams, stream); + } else { + using Selector = SelectContainsKernel; + static thread_local int step_counter = 0; + static thread_local float load_factor = 0.0; + + if (((step_counter++) % kernel_select_interval_) == 0) { + load_factor = fast_load_factor(0, stream, false); + } + Selector::execute_kernel(load_factor, options_.block_size, + options_.max_bucket_size, table_->buckets_num, + options_.dim, stream, n, d_table_, + table_->buckets, keys, founds); + } + CudaCheckError(); + } + void erase(const size_type n, const key_type* keys, cudaStream_t stream = 0) { if (n == 0) { return; diff --git a/v0.1.0-beta.5/api/classnv_1_1merlin_1_1HashTable.html b/v0.1.0-beta.5/api/classnv_1_1merlin_1_1HashTable.html index 5eb7d98c9..72c6ec919 100644 --- a/v0.1.0-beta.5/api/classnv_1_1merlin_1_1HashTable.html +++ b/v0.1.0-beta.5/api/classnv_1_1merlin_1_1HashTable.html @@ -405,6 +405,22 @@

    Class Documentation +
    +inline void contains(const size_type n, const key_type *keys, bool *founds, cudaStream_t stream = 0) const
    +

    Checks if there are elements with key equivalent to keys in the table.

    +
    +
    Parameters
    +
      +

    • n – The number of keys to check.

      • +

    • keys – The keys to search on GPU-accessible memory with shape (n).

      • +

    • founds – The result that indicates if the keys are found, and should be allocated by caller on GPU-accessible memory with shape (n).

      • +

    • stream – The CUDA stream that is used to execute the operation.

      • +
    +
    +
    +

    +
    inline void erase(const size_type n, const key_type *keys, cudaStream_t stream = 0)
    diff --git a/v0.1.0-beta.5/api/program_listing_file_merlin_hashtable.cuh.html b/v0.1.0-beta.5/api/program_listing_file_merlin_hashtable.cuh.html index 3600b7fb6..27b259c71 100644 --- a/v0.1.0-beta.5/api/program_listing_file_merlin_hashtable.cuh.html +++ b/v0.1.0-beta.5/api/program_listing_file_merlin_hashtable.cuh.html @@ -1120,6 +1120,39 @@ CudaCheckError(); } + void contains(const size_type n, const key_type* keys, // (n) + bool* founds, // (n) + cudaStream_t stream = 0) const { + if (n == 0) { + return; + } + + read_shared_lock lock(mutex_, stream); + + if (options_.max_bucket_size == 128) { + // Pipeline lookup kernel only supports "bucket_size = 128". + using Selector = SelectPipelineContainsKernel<key_type, value_type, + score_type, ArchTag>; + ContainsKernelParams<key_type, value_type, score_type> containsParams( + table_->buckets, table_->buckets_num, static_cast<uint32_t>(dim()), + keys, founds, n); + Selector::select_kernel(containsParams, stream); + } else { + using Selector = SelectContainsKernel<key_type, value_type, score_type>; + static thread_local int step_counter = 0; + static thread_local float load_factor = 0.0; + + if (((step_counter++) % kernel_select_interval_) == 0) { + load_factor = fast_load_factor(0, stream, false); + } + Selector::execute_kernel(load_factor, options_.block_size, + options_.max_bucket_size, table_->buckets_num, + options_.dim, stream, n, d_table_, + table_->buckets, keys, founds); + } + CudaCheckError(); + } + void erase(const size_type n, const key_type* keys, cudaStream_t stream = 0) { if (n == 0) { return; diff --git a/v0.1.0-beta.5/genindex.html b/v0.1.0-beta.5/genindex.html index a0e1e71e6..24095b195 100644 --- a/v0.1.0-beta.5/genindex.html +++ b/v0.1.0-beta.5/genindex.html @@ -124,6 +124,8 @@

    N

  • nv::merlin::HashTable::capacity (C++ function)
  • nv::merlin::HashTable::clear (C++ function) +
    • +
  • nv::merlin::HashTable::contains (C++ function)
  • nv::merlin::HashTable::dim (C++ function)
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    Class Documentation +
    +inline void contains(const size_type n, const key_type *keys, bool *founds, cudaStream_t stream = 0) const
    +

    Checks if there are elements with key equivalent to keys in the table.

    +
    +
    Parameters
    +
      +

    • n – The number of keys to check.

      • +

    • keys – The keys to search on GPU-accessible memory with shape (n).

      • +

    • founds – The result that indicates if the keys are found, and should be allocated by caller on GPU-accessible memory with shape (n).

      • +

    • stream – The CUDA stream that is used to execute the operation.

      • +
    +
    +
    +

    +
    inline void erase(const size_type n, const key_type *keys, cudaStream_t stream = 0)
    diff --git a/v0.1.0-beta.6/api/program_listing_file_merlin_hashtable.cuh.html b/v0.1.0-beta.6/api/program_listing_file_merlin_hashtable.cuh.html index 7962c6dff..251e843f4 100644 --- a/v0.1.0-beta.6/api/program_listing_file_merlin_hashtable.cuh.html +++ b/v0.1.0-beta.6/api/program_listing_file_merlin_hashtable.cuh.html @@ -1120,6 +1120,39 @@ CudaCheckError(); } + void contains(const size_type n, const key_type* keys, // (n) + bool* founds, // (n) + cudaStream_t stream = 0) const { + if (n == 0) { + return; + } + + read_shared_lock lock(mutex_, stream); + + if (options_.max_bucket_size == 128) { + // Pipeline lookup kernel only supports "bucket_size = 128". + using Selector = SelectPipelineContainsKernel<key_type, value_type, + score_type, ArchTag>; + ContainsKernelParams<key_type, value_type, score_type> containsParams( + table_->buckets, table_->buckets_num, static_cast<uint32_t>(dim()), + keys, founds, n); + Selector::select_kernel(containsParams, stream); + } else { + using Selector = SelectContainsKernel<key_type, value_type, score_type>; + static thread_local int step_counter = 0; + static thread_local float load_factor = 0.0; + + if (((step_counter++) % kernel_select_interval_) == 0) { + load_factor = fast_load_factor(0, stream, false); + } + Selector::execute_kernel(load_factor, options_.block_size, + options_.max_bucket_size, table_->buckets_num, + options_.dim, stream, n, d_table_, + table_->buckets, keys, founds); + } + CudaCheckError(); + } + void erase(const size_type n, const key_type* keys, cudaStream_t stream = 0) { if (n == 0) { return; diff --git a/v0.1.0-beta.6/genindex.html b/v0.1.0-beta.6/genindex.html index 083e4a5c0..6522c6334 100644 --- a/v0.1.0-beta.6/genindex.html +++ b/v0.1.0-beta.6/genindex.html @@ -124,6 +124,8 @@

    N

  • nv::merlin::HashTable::capacity (C++ function)
  • nv::merlin::HashTable::clear (C++ function) +
    • +
  • nv::merlin::HashTable::contains (C++ function)
  • nv::merlin::HashTable::dim (C++ function)
    • diff --git a/v0.1.0-beta.6/objects.inv b/v0.1.0-beta.6/objects.inv index 941b312e505818624873e91bd8bfc08daa13b7f5..0171569f4ca93c3e5134d935d078453f0c8b73f3 100644 GIT binary patch delta 4524 zcmV;d5mWBcB#g*&#y2r2M4V}%ruhO?4!YJ+h|+% z+Hxno5Bu9sQMS7!-@7Bqmq`#LGEG)}bz!lJl%?#U(;2$Spr3U*R}(dL*Zy|mY~SQ9 zGah&H$FXanmKyi}5iYIs-FfeBx2LAPTFk zr-||b8b9R|fOPj*AT$Ftoi30~^U2KQ*+Um~(E=S@RmPNgm-&)PubpgHK3-+BVS&Vj zi<*HTzQ*gN*nc{m`}ebHJ{tD_HX_;d=&N4`~8|dn+bOgv+EqD(&^5d)14$!mv`?5BdrEq7qncU^s~(5 z{ZUpsMz+fC>PF1^Sz!{Dng*IXSbjR9 zxRvbxI1oM`k+(8tHtdcjU0~F|%OZF@N>_MX-N-2<6W!onw>RS6JuWU$@}LH@uT&#F=qR?R7AXk@T#=&4@LNQYet2z5Yv`T*0Y8-13W_#868m%1e^L240)~v$Irwb^)4?yAVfJ|FNOhXM?EOLVsKv92t6THkf7oe*-0;eU^4O1^Bhu zq9An66I;*Bz0131G|TdDOpIO-QDbHL`C|+eVo7`_fPqt!2+3hu5WcFK zWDktk;p(NBMp>@}$IGe3yS~do`uJpJuz}Z=$t#3L-hHU%8 z7=N>j0Nq`|&ke_MLT_47J~+}8y`!7!rJ%w+Sus|Ig76lXc@em{<#nAnvvU9$dGW0c zX}9mc%`LCP{fAo);lz@~)icnK&pu5O?#t(Jxejx4?%}+sNJNlJ%9ZwgB^SN?(29o$-7$Rn{P_`_L8v7p`^od zKrCH8CsCDp_f<-6RsdpPV?Z7Vh_XX93kyH#>JR%}$xrma}tLDFeku~|8rwPJ0%F`Gq8SATe2 zJ!~yHk7eJ88$0K%lR7K2%g{(orOjn1Bm1t2g(hmtxGzH;_3tg8w?1l1n}R0Gzi*YD>4zQXRgZ*%;gWG!Wi)r$+^~J|EnN1J}EeN5B253H2XWh#GAX^$4LE zOB_#x8tsssxe>Cnw?O1=;AYHlOn)Kjv_;&_+=gs%L?LRlMZG`BII1X-cbA)St78gL zn=QgGq5Ij?P4XB|=%7^=2bpAtDCZ!{3oLW6ICUnurzcypPZv3sOP;8laZDQZ5h};C z;3Ex&GGDY8iGYKTHL4i9MNbeAy^!v#s3BT5e;`b!hgjvUff^& zAJK59Ay_>|>u3EKwHgg{uRh)&_SE#pIFO&-u0AtsH@4CPykaT5My#XxxD!VjysE3f z$BIHIMy1YHnY`k`9JjU3;Y*UbbO!u-1%x~8iVIikZ=o(hF-x^XEjCYoid>i?YIcsu zwbD7c$Aze(W(SF!C7zRmTz`lvYI2ZfccIV0PcBmY>l1UL(axC|B4afCSEhy*s;WGFt0e4hz+fh&4{<8R)6#Rzn)O;cu44A zq-=~kECSstNC@7ksk{07OMl?5(GB{HK3(0gxgrn!F-4#h?s8dqD{h@PF4PTnsJ?c; zj3)Qfu`;e3D4Y%SxRJ4DxLvQz>a90*J%9?87+k#qRQv~>y$WG)&BdEs*8H+AVCf2z zUGFP^EW=G6Vmy?eFMmjvBln?NS`38@&wc4`e4$N^lcE-&ap&!~K%AcL2Omw|~irN-F#ggZJ1q<5~Q<`owBKs!hdiRJE;Dz6U{U&g*a`YdQ#APY=6( zH0eILu+K1!k5O*mdKlEzEur|PF7LqXg*cnKu7RsuWy{#qfHpU9U4@$WCNl_^W3@qT z4{Fj6^tuZ$-5zkrixy#Ky)IHDmENU{q*Nk75|OgRQ-5YOL4+w{)i$ijGur^@{U5*o z`SJSQKmWY`{r_6i+;;59wA!duZZAl+-jA|;($}-RpWRi4{WP>cC_S3x?Oxwa)Wr1q zMh)&C3UULb-C!fZ&12q%#@4T;#+%RU+^p>fJ*z=`;{HABPu$RD`E)PCEyLbEwYNT& z+Sk~ck$(l*+td6J($+n^Dt+GO{5Rc7|8aM|s*`TuKVhN@q@G}cX~z5aL~wUyoVD7Wgmw~f)!9jP>uJ(Id`Byx3J$4gVu!ag8?X>}aWPhz+-+lP;*AG`8TJ!c+Xzx^6jb{^AjNi+o z+7qaUhQMNt>~uB`&x&rV%(lIAR>Nf9PI_bSPxHnWG`4FL{oT{zxYW^qqR+)t3ht#aDhan2-cr?)nJU2y4V)_q;2STxQ@ zSEohm{f|Fxh~HsMriN~Qwvj!o(kp+rSQwWrt?XfKcy}SqE;7qL>*SVsazS=H8Qo3P zusi5aLq^d(Sg8jOoCCO>cZXnAbboKbQm{wyn+u1laF^ky4ff5V&vrL6}edogCRK`8E=AUaFmh}(JatE_~WiG)ydVf<-$+ill zrXsNQc|oVOx%zx_Ktz0sv4?KY{}0rbyZZtB1Td$_@>J1OI)j~KN>ZG1?>V9=kI7nN zBND1GvIG<;Q{$*jv>;9!Zjg@2+9Qg=gHud&nj(ZS;+j&;giy>f6_qvhG@+6yC!F?_ zOM)m*g;zvijATUCIMtwRMt`YtFrRIjddUzb)TfdYo1mDi4M|nXkWQr6jDfkCbkt!$ z0VW_xOx7L?F{4pgYl_lTN?`~Je}(c89!TOCh2X#TlBq}xD8fj8at(1%zN>oZHXWH?Y^M9JCgz3Z!qJ%U? 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    Class Documentation +
    +inline void contains(const size_type n, const key_type *keys, bool *founds, cudaStream_t stream = 0) const
    +

    Checks if there are elements with key equivalent to keys in the table.

    +
    +
    Parameters
    +
      +

    • n – The number of keys to check.

      • +

    • keys – The keys to search on GPU-accessible memory with shape (n).

      • +

    • founds – The result that indicates if the keys are found, and should be allocated by caller on GPU-accessible memory with shape (n).

      • +

    • stream – The CUDA stream that is used to execute the operation.

      • +
    +
    +
    +

    +
    inline void erase(const size_type n, const key_type *keys, cudaStream_t stream = 0)
    diff --git a/v0.1.0-beta.7/api/program_listing_file_merlin_hashtable.cuh.html b/v0.1.0-beta.7/api/program_listing_file_merlin_hashtable.cuh.html index 9bba41ea5..6fbd62ae1 100644 --- a/v0.1.0-beta.7/api/program_listing_file_merlin_hashtable.cuh.html +++ b/v0.1.0-beta.7/api/program_listing_file_merlin_hashtable.cuh.html @@ -1120,6 +1120,39 @@ CudaCheckError(); } + void contains(const size_type n, const key_type* keys, // (n) + bool* founds, // (n) + cudaStream_t stream = 0) const { + if (n == 0) { + return; + } + + read_shared_lock lock(mutex_, stream); + + if (options_.max_bucket_size == 128) { + // Pipeline lookup kernel only supports "bucket_size = 128". + using Selector = SelectPipelineContainsKernel<key_type, value_type, + score_type, ArchTag>; + ContainsKernelParams<key_type, value_type, score_type> containsParams( + table_->buckets, table_->buckets_num, static_cast<uint32_t>(dim()), + keys, founds, n); + Selector::select_kernel(containsParams, stream); + } else { + using Selector = SelectContainsKernel<key_type, value_type, score_type>; + static thread_local int step_counter = 0; + static thread_local float load_factor = 0.0; + + if (((step_counter++) % kernel_select_interval_) == 0) { + load_factor = fast_load_factor(0, stream, false); + } + Selector::execute_kernel(load_factor, options_.block_size, + options_.max_bucket_size, table_->buckets_num, + options_.dim, stream, n, d_table_, + table_->buckets, keys, founds); + } + CudaCheckError(); + } + void erase(const size_type n, const key_type* keys, cudaStream_t stream = 0) { if (n == 0) { return; diff --git a/v0.1.0-beta.7/genindex.html b/v0.1.0-beta.7/genindex.html index 6fcd4afa6..fdcbf6dd5 100644 --- a/v0.1.0-beta.7/genindex.html +++ b/v0.1.0-beta.7/genindex.html @@ -124,6 +124,8 @@

    N

  • nv::merlin::HashTable::capacity (C++ function)
  • nv::merlin::HashTable::clear (C++ function) +
    • +
  • nv::merlin::HashTable::contains (C++ function)
  • nv::merlin::HashTable::dim (C++ function)
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