Added: incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.3.0.md.txt URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.3.0.md.txt?rev=1858059&view=auto ============================================================================== --- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.3.0.md.txt (added) +++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.3.0.md.txt Wed Apr 24 14:57:35 2019 @@ -0,0 +1,55 @@ +<!-- + Licensed to the Apache Software Foundation (ASF) under one + or more contributor license agreements. See the NOTICE file + distributed with this work for additional information + regarding copyright ownership. The ASF licenses this file + to you under the Apache License, Version 2.0 (the + "License"); you may not use this file except in compliance + with the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, + software distributed under the License is distributed on an + "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + KIND, either express or implied. See the License for the + specific language governing permissions and limitations + under the License. +--> +# singa-incubating-0.3.0 Release Notes + +--- + +SINGA is a general distributed deep learning platform for training big deep +learning models over large datasets. It is designed with an intuitive +programming model based on the layer abstraction. SINGA supports a wide variety +of popular deep learning models. + +This release includes following features: + + * GPU Support + * [SINGA-131] Implement and optimize hybrid training using both CPU and GPU + * [SINGA-136] Support cuDNN v4 + * [SINGA-134] Extend SINGA to run over a GPU cluster + * [SINGA-157] Change the priority of cudnn library and install libsingagpu.so + + * Remove Dependences + * [SINGA-156] Remove the dependency on ZMQ for single process training + * [SINGA-155] Remove zookeeper for single-process training + + * Python Binding + * [SINGA-126] Python Binding for Interactive Training + + * Other Improvements + * [SINGA-80] New Blob Level and Address Level Math Operation Interface + * [SINGA-130] Data Prefetching + * [SINGA-145] New SGD based optimization Updaters: AdaDelta, Adam, AdamMax + + * Bugs Fixed + * [SINGA-148] Race condition between Worker threads and Driver + * [SINGA-150] Mesos Docker container failed + * [SIGNA-141] Undesired Hash collision when locating process id to worker⦠+ * [SINGA-149] Docker build fail + * [SINGA-143] The compilation cannot detect libsingagpu.so file + +
Added: incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.0.0.md.txt URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.0.0.md.txt?rev=1858059&view=auto ============================================================================== --- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.0.0.md.txt (added) +++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.0.0.md.txt Wed Apr 24 14:57:35 2019 @@ -0,0 +1,109 @@ +<!-- + Licensed to the Apache Software Foundation (ASF) under one + or more contributor license agreements. See the NOTICE file + distributed with this work for additional information + regarding copyright ownership. The ASF licenses this file + to you under the Apache License, Version 2.0 (the + "License"); you may not use this file except in compliance + with the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, + software distributed under the License is distributed on an + "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + KIND, either express or implied. See the License for the + specific language governing permissions and limitations + under the License. +--> +# singa-incubating-1.0.0 Release Notes + +--- + +SINGA is a general distributed deep learning platform for training big deep +learning models over large datasets. It is designed with an intuitive +programming model based on the layer abstraction. SINGA supports a wide variety +of popular deep learning models. + +This release includes following features: + + * Core abstractions including Tensor and Device + * [SINGA-207] Update Tensor functions for matrices + * [SINGA-205] Enable slice and concatenate operations for Tensor objects + * [SINGA-197] Add CNMem as a submodule in lib/ + * [SINGA-196] Rename class Blob to Block + * [SINGA-194] Add a Platform singleton + * [SINGA-175] Add memory management APIs and implement a subclass using CNMeM + * [SINGA-173] OpenCL Implementation + * [SINGA-171] Create CppDevice and CudaDevice + * [SINGA-168] Implement Cpp Math functions APIs + * [SINGA-162] Overview of features for V1.x + * [SINGA-165] Add cross-platform timer API to singa + * [SINGA-167] Add Tensor Math function APIs + * [SINGA-166] light built-in logging for making glog optional + * [SINGA-164] Add the base Tensor class + + + * IO components for file read/write, network and data pre-processing + * [SINGA-233] New communication interface + * [SINGA-215] Implement Image Transformation for Image Pre-processing + * [SINGA-214] Add LMDBReader and LMDBWriter for LMDB + * [SINGA-213] Implement Encoder and Decoder for CSV + * [SINGA-211] Add TextFileReader and TextFileWriter for CSV files + * [SINGA-210] Enable checkpoint and resume for v1.0 + * [SINGA-208] Add DataIter base class and a simple implementation + * [SINGA-203] Add OpenCV detection for cmake compilation + * [SINGA-202] Add reader and writer for binary file + * [SINGA-200] Implement Encoder and Decoder for data pre-processing + + + + * Module components including layer classes, training algorithms and Python binding + * [SINGA-235] Unify the engines for cudnn and singa layers + * [SINGA-230] OpenCL Convolution layer and Pooling layer + * [SINGA-222] Fixed bugs in IO + * [SINGA-218] Implementation for RNN CUDNN version + * [SINGA-204] Support the training of feed-forward neural nets + * [SINGA-199] Implement Python classes for SGD optimizers + * [SINGA-198] Change Layer::Setup API to include input Tensor shapes + * [SINGA-193] Add Python layers + * [SINGA-192] Implement optimization algorithms for SINGA v1 (nesterove, adagrad, rmsprop) + * [SINGA-191] Add "autotune" for CudnnConvolution Layer + * [SINGA-190] Add prelu layer and flatten layer + * [SINGA-189] Generate python outputs of proto files + * [SINGA-188] Add Dense layer + * [SINGA-187] Add popular parameter initialization methods + * [SINGA-186] Create Python Tensor class + * [SINGA-184] Add Cross Entropy loss computation + * [SINGA-183] Add the base classes for optimizer, constraint and regularizer + * [SINGA-180] Add Activation layer and Softmax layer + * [SINGA-178] Add Convolution layer and Pooling layer + * [SINGA-176] Add loss and metric base classes + * [SINGA-174] Add Batch Normalization layer and Local Response Nomalization layer. + * [SINGA-170] Add Dropout layer and CudnnDropout layer. + * [SINGA-169] Add base Layer class for V1.0 + + + * Examples + * [SINGA-232] Alexnet on Imagenet + * [SINGA-231] Batchnormlized VGG model for cifar-10 + * [SINGA-228] Add Cpp Version of Convolution and Pooling layer + * [SINGA-227] Add Split and Merge Layer and add ResNet Implementation + + * Documentation + * [SINGA-239] Transfer documentation files of v0.3.0 to github + * [SINGA-238] RBM on mnist + * [SINGA-225] Documentation for installation and Cifar10 example + * [SINGA-223] Use Sphinx to create the website + + * Tools for compilation and some utility code + * [SINGA-229] Complete install targets + * [SINGA-221] Support for Travis-CI + * [SINGA-217] build python package with setup.py + * [SINGA-216] add jenkins for CI support + * [SINGA-212] Disable the compilation of libcnmem if USE_CUDA is OFF + * [SINGA-195] Channel for sending training statistics + * [SINGA-185] Add CBLAS and GLOG detection for singav1 + * [SINGA-181] Add NVCC supporting for .cu files + * [SINGA-177] Add fully cmake supporting for the compilation of singa_v1 + * [SINGA-172] Add CMake supporting for Cuda and Cudnn libs Added: incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.1.0.md.txt URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.1.0.md.txt?rev=1858059&view=auto ============================================================================== --- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.1.0.md.txt (added) +++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.1.0.md.txt Wed Apr 24 14:57:35 2019 @@ -0,0 +1,67 @@ +<!-- + Licensed to the Apache Software Foundation (ASF) under one + or more contributor license agreements. See the NOTICE file + distributed with this work for additional information + regarding copyright ownership. The ASF licenses this file + to you under the Apache License, Version 2.0 (the + "License"); you may not use this file except in compliance + with the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, + software distributed under the License is distributed on an + "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + KIND, either express or implied. See the License for the + specific language governing permissions and limitations + under the License. +--> +# singa-incubating-1.1.0 Release Notes + +--- + +SINGA is a general distributed deep learning platform for training big deep +learning models over large datasets. + +This release includes following features: + + * Core components + * [SINGA-296] Add sign and to_host function for pysinga tensor module + + * Model components + * [SINGA-254] Implement Adam for V1 + * [SINGA-264] Extend the FeedForwardNet to accept multiple inputs + * [SINGA-267] Add spatial mode in batch normalization layer + * [SINGA-271] Add Concat and Slice layers + * [SINGA-275] Add Cross Entropy Loss for multiple labels + * [SINGA-278] Convert trained caffe parameters to singa + * [SINGA-287] Add memory size check for cudnn convolution + + * Utility functions and CI + * [SINGA-242] Compile all source files into a single library. + * [SINGA-244] Separating swig interface and python binding files + * [SINGA-246] Imgtool for image augmentation + * [SINGA-247] Add windows support for singa + * [SINGA-251] Implement image loader for pysinga + * [SINGA-252] Use the snapshot methods to dump and load models for pysinga + * [SINGA-255] Compile mandatory dependent libaries together with SINGA code + * [SINGA-259] Add maven pom file for building java classes + * [SINGA-261] Add version ID into the checkpoint files + * [SINGA-266] Add Rafiki python toolkits + * [SINGA-273] Improve license and contributions + * [SINGA-284] Add python unittest into Jenkins and link static libs into whl file + * [SINGA-280] Jenkins CI support + * [SINGA-288] Publish wheel of PySINGA generated by Jenkins to public servers + + * Documentation and usability + * [SINGA-263] Create Amazon Machine Image + * [SINGA-268] Add IPython notebooks to the documentation + * [SINGA-276] Create docker images + * [SINGA-289] Update SINGA website automatically using Jenkins + * [SINGA-295] Add an example of image classification using GoogleNet + + * Bugs fixed + * [SINGA-245] float as the first operand can not multiply with a tensor object + * [SINGA-293] Bug from compiling PySINGA on Mac OS X with multiple version of Python + + Added: incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.2.0.md.txt URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.2.0.md.txt?rev=1858059&view=auto ============================================================================== --- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.2.0.md.txt (added) +++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.2.0.md.txt Wed Apr 24 14:57:35 2019 @@ -0,0 +1,73 @@ +<!-- + Licensed to the Apache Software Foundation (ASF) under one + or more contributor license agreements. See the NOTICE file + distributed with this work for additional information + regarding copyright ownership. The ASF licenses this file + to you under the Apache License, Version 2.0 (the + "License"); you may not use this file except in compliance + with the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, + software distributed under the License is distributed on an + "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + KIND, either express or implied. See the License for the + specific language governing permissions and limitations + under the License. +--> +# singa-incubating-1.2.0 Release Notes + +--- + +SINGA is a general distributed deep learning platform for training big deep +learning models over large datasets. + +This release includes following features: + + * Core components + * [SINGA-290] Upgrade to Python 3 + * [SINGA-341] Added stride functionality to tensors for CPP + * [SINGA-347] Create a function that supports einsum + * [SINGA-351] Added stride support and cudnn codes to cuda + + * Model components + * [SINGA-300] Add residual networks for imagenet classification + * [SINGA-312] Rename layer parameters + * [SINGA-313] Add L2 norm layer + * [SINGA-315] Reduce memory footprint by Python generator for parameter + * [SINGA-316] Add SigmoidCrossEntropy + * [SINGA-324] Extend RNN layer to accept variant seq length across batches + * [SINGA-326] Add Inception V4 for ImageNet classification + * [SINGA-328] Add VGG models for ImageNet classification + * [SINGA-329] Support layer freezing during training (fine-tuning) + * [SINGA-346] Update cudnn from V5 to V7 + * [SINGA-349] Create layer operations for autograd + * [SINGA-363] Add DenseNet for Imagenet classification + + * Utility functions and CI + * [SINGA-274] Improve Debian packaging with CPack + * [SINGA-303] Create conda packages + * [SINGA-337] Add test cases for code + * [SINGA-348] Support autograd MLP Example + * [SINGA-345] Update Jenkins and fix bugs in compliation + * [SINGA-354] Update travis scripts to use conda-build for all platforms + * [SINGA-358] Consolidated RUN steps and cleaned caches in Docker containers + * [SINGA-359] Create alias for conda packages + + * Documentation and usability + * [SINGA-223] Fix side navigation menu in the website + * [SINGA-294] Add instructions to run CUDA unit tests on Windows + * [SINGA-305] Add jupyter notebooks for SINGA V1 tutorial + * [SINGA-319] Fix link errors on the index page + * [SINGA-352] Complete SINGA documentation in Chinese version + * [SINGA-361] Add git instructions for contributors and committers + + * Bugs fixed + * [SINGA-330] fix openblas building on i7 7700k + * [SINGA-331] Fix the bug of tensor division operation + * [SINGA-350] Error from python3 test + * [SINGA-356] Error using travis tool to build SINGA on mac os + * [SINGA-363] Fix some bugs in imagenet examples + * [SINGA-368] Fix the bug in Cifar10 examples + * [SINGA-369] the errors of examples in testing Added: incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_2.0.0.md.txt URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_2.0.0.md.txt?rev=1858059&view=auto ============================================================================== --- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_2.0.0.md.txt (added) +++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_2.0.0.md.txt Wed Apr 24 14:57:35 2019 @@ -0,0 +1,64 @@ +<!-- + Licensed to the Apache Software Foundation (ASF) under one + or more contributor license agreements. See the NOTICE file + distributed with this work for additional information + regarding copyright ownership. The ASF licenses this file + to you under the Apache License, Version 2.0 (the + "License"); you may not use this file except in compliance + with the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, + software distributed under the License is distributed on an + "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + KIND, either express or implied. See the License for the + specific language governing permissions and limitations + under the License. +--> + +# singa-incubating-2.0.0 Release Notes + +--- + +SINGA is a general distributed deep learning platform for training big deep +learning models over large datasets. + +This release includes following features: + + * Core components + * [SINGA-434] Support tensor broadcasting + * [SINGA-370] Improvement to tensor reshape and various misc. changes related to SINGA-341 and 351 + + * Model components + * [SINGA-333] Add support for Open Neural Network Exchange (ONNX) format + * [SINGA-385] Add new python module for optimizers + * [SINGA-394] Improve the CPP operations via Intel MKL DNN lib + * [SINGA-425] Add 3 operators , Abs(), Exp() and leakyrelu(), for Autograd + * [SINGA-410] Add two function, set_params() and get_params(), for Autograd Layer class + * [SINGA-383] Add Separable Convolution for autograd + * [SINGA-388] Develop some RNN layers by calling tiny operations like matmul, addbias. + * [SINGA-382] Implement concat operation for autograd + * [SINGA-378] Implement maxpooling operation and its related functions for autograd + * [SINGA-379] Implement batchnorm operation and its related functions for autograd + + * Utility functions and CI + * [SINGA-432] Update depdent lib versions in conda-build config + * [SINGA-429] Update docker images for latest cuda and cudnn + * [SINGA-428] Move Docker images under Apache user name + + * Documentation and usability + * [SINGA-395] Add documentation for autograd APIs + * [SINGA-344] Add a GAN example + * [SINGA-390] Update installation.md + * [SINGA-384] Implement ResNet using autograd API + * [SINGA-352] Complete SINGA documentation in Chinese version + + + * Bugs fixed + * [SINGA-431] Unit Test failed - Tensor Transpose + * [SINGA-422] ModuleNotFoundError: No module named "_singa_wrap" + * [SINGA-418] Unsupportive type 'long' in python3. + * [SINGA-409] Basic `singa-cpu` import throws error + * [SINGA-408] Unsupportive function definition in python3 + * [SINGA-380] Fix bugs from Reshape Added: incubator/singa/site/trunk/en/_static/apache.png URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_static/apache.png?rev=1858059&view=auto ============================================================================== Binary file - no diff available. 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rv:([\w.]+)|)/.exec(ua) || + []; + + return { + browser: match[ 1 ] || "", + version: match[ 2 ] || "0" + }; + }; + jQuery.browser = {}; + jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true; +} + +/** + * Small JavaScript module for the documentation. + */ +var Documentation = { + + init : function() { + this.fixFirefoxAnchorBug(); + this.highlightSearchWords(); + this.initIndexTable(); + if (DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) { + this.initOnKeyListeners(); + } + }, + + /** + * i18n support + */ + TRANSLATIONS : {}, + PLURAL_EXPR : function(n) { return n === 1 ? 0 : 1; }, + LOCALE : 'unknown', + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext : function(string) { + var translated = Documentation.TRANSLATIONS[string]; + if (typeof translated === 'undefined') + return string; + return (typeof translated === 'string') ? translated : translated[0]; + }, + + ngettext : function(singular, plural, n) { + var translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated === 'undefined') + return (n == 1) ? singular : plural; + return translated[Documentation.PLURALEXPR(n)]; + }, + + addTranslations : function(catalog) { + for (var key in catalog.messages) + this.TRANSLATIONS[key] = catalog.messages[key]; + this.PLURAL_EXPR = new Function('n', 'return +(' + catalog.plural_expr + ')'); + this.LOCALE = catalog.locale; + }, + + /** + * add context elements like header anchor links + */ + addContextElements : function() { + $('div[id] > :header:first').each(function() { + $('<a class="headerlink">\u00B6</a>'). + attr('href', '#' + this.id). + attr('title', _('Permalink to this headline')). + appendTo(this); + }); + $('dt[id]').each(function() { + $('<a class="headerlink">\u00B6</a>'). + attr('href', '#' + this.id). + attr('title', _('Permalink to this definition')). + appendTo(this); + }); + }, + + /** + * workaround a firefox stupidity + * see: https://bugzilla.mozilla.org/show_bug.cgi?id=645075 + */ + fixFirefoxAnchorBug : function() { + if (document.location.hash && $.browser.mozilla) + window.setTimeout(function() { + document.location.href += ''; + }, 10); + }, + + /** + * highlight the search words provided in the url in the text + */ + highlightSearchWords : function() { + var params = $.getQueryParameters(); + var terms = (params.highlight) ? params.highlight[0].split(/\s+/) : []; + if (terms.length) { + var body = $('div.body'); + if (!body.length) { + body = $('body'); + } + window.setTimeout(function() { + $.each(terms, function() { + body.highlightText(this.toLowerCase(), 'highlighted'); + }); + }, 10); + $('<p class="highlight-link"><a href="javascript:Documentation.' + + 'hideSearchWords()">' + _('Hide Search Matches') + '</a></p>') + .appendTo($('#searchbox')); + } + }, + + /** + * init the domain index toggle buttons + */ + initIndexTable : function() { + var togglers = $('img.toggler').click(function() { + var src = $(this).attr('src'); + var idnum = $(this).attr('id').substr(7); + $('tr.cg-' + idnum).toggle(); + if (src.substr(-9) === 'minus.png') + $(this).attr('src', src.substr(0, src.length-9) + 'plus.png'); + else + $(this).attr('src', src.substr(0, src.length-8) + 'minus.png'); + }).css('display', ''); + if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) { + togglers.click(); + } + }, + + /** + * helper function to hide the search marks again + */ + hideSearchWords : function() { + $('#searchbox .highlight-link').fadeOut(300); + $('span.highlighted').removeClass('highlighted'); + }, + + /** + * make the url absolute + */ + makeURL : function(relativeURL) { + return DOCUMENTATION_OPTIONS.URL_ROOT + '/' + relativeURL; + }, + + /** + * get the current relative url + */ + getCurrentURL : function() { + var path = document.location.pathname; + var parts = path.split(/\//); + $.each(DOCUMENTATION_OPTIONS.URL_ROOT.split(/\//), function() { + if (this === '..') + parts.pop(); + }); + var url = parts.join('/'); + return path.substring(url.lastIndexOf('/') + 1, path.length - 1); + }, + + initOnKeyListeners: function() { + $(document).keyup(function(event) { + var activeElementType = document.activeElement.tagName; + // don't navigate when in search box or textarea + if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT') { + switch (event.keyCode) { + case 37: // left + var prevHref = $('link[rel="prev"]').prop('href'); + if (prevHref) { + window.location.href = prevHref; + return false; + } + case 39: // right + var nextHref = $('link[rel="next"]').prop('href'); + if (nextHref) { + window.location.href = nextHref; + return false; + } + } + } + }); + } +}; + +// quick alias for translations +_ = Documentation.gettext; + +$(document).ready(function() { + Documentation.init(); +}); Added: incubator/singa/site/trunk/en/_static/documentation_options.js URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_static/documentation_options.js?rev=1858059&view=auto ============================================================================== --- incubator/singa/site/trunk/en/_static/documentation_options.js (added) +++ incubator/singa/site/trunk/en/_static/documentation_options.js Wed Apr 24 14:57:35 2019 @@ -0,0 +1,10 @@ +var DOCUMENTATION_OPTIONS = { + URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'), + VERSION: '1.1.0', + LANGUAGE: 'None', + COLLAPSE_INDEX: false, + FILE_SUFFIX: '.html', + HAS_SOURCE: true, + SOURCELINK_SUFFIX: '.txt', + NAVIGATION_WITH_KEYS: false +}; \ No newline at end of file Added: incubator/singa/site/trunk/en/_static/file.png URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_static/file.png?rev=1858059&view=auto ============================================================================== Binary file - no diff available. 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