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What is the status of the issue tracker for Apache Joshua?
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Read-only.
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Which year was the Jakarta Project retired after its subprojects transitioned to their own projects or were retired?
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2011
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Which project among the listed ones was revived in June 2018?
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XMLBeans
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Which Apache project was retired in November 2011 and involved a modular Java runtime with class libraries?
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Apache Harmony
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What is the source code management system used by Apache Harmony?
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Subversion
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Which Apache project is a fully serverless platform used to build distributed event-driven applications?
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EventMesh
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Which project in the list underwent a name change, previously being known as "Amber"?
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Oltu
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Which Apache project was previously known as Amber?
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Oltu
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What are the language bindings supported by Apache MXNet for version 1.9.1?
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Python, Scala, Julia, Clojure, Java, C++, R, Perl
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What is the version number of the Apache MXNet that retired and now refers users to its Attic page?
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1.9.1
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What programming language does the AI::MXNet package support for efficient GPU computing and deep learning, following an API similar to Python's?
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Perl
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What type of code repository is used for storing the source code of Apache Pivot?
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Subversion
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Which tool mentioned in the document was moved into the Apache Attic in August 2019 for executing business processes according to the WS-BPEL standard?
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ODE
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What script does MXNet provide to compile all code needed for prediction into a single file, and what is the resulting file primarily dependent on?
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Amalgamation script; BLAS library.
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What method should be used to enable scalar arguments during the registration of an operator in Apache MXNet version 1.9.1?
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set_enable_scalar(true)
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What is the email address associated with the PGP public key for Sergey Kolychev?
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sergeykolychev@apache.org
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Which Apache project listed is both in the Attic and has a related website link provided?
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Bahir
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Which software distribution framework, moved into the Apache Attic in December 2017, is built using OSGi and can manage and distribute software components to target systems?
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Apache ACE
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What is the incubation status of Apache MXNet at the Apache Software Foundation, and what does it imply about its endorsement?
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Apache MXNet is currently an incubating project at the Apache Software Foundation, which implies that it has yet to be fully endorsed by the ASF.
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What indicates that the Apache MXNet project is not yet fully endorsed by the Apache Software Foundation?
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Incubation status.
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What is the role of the `grad_scale` parameter when using `sym.CaffeLoss` in Apache MXNet version 1.9.1?
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The weight of this loss.
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Which operation from the list inherently involves reducing dimensions or altering the structure of input data, such as reshaping or compressing?
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flatten
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What is the version number of Apache MXNet that is mentioned as retired in the document?
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1.9.1
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Which function would be utilized to determine if two entities are not identical within this specific list of operations?
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broadcast-not-equal
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What is the email address associated with Wei Chu's CODE SIGNING KEY?
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weichu@apache.org
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What should you verify to ensure compatibility between the installed CUDA version and the MXNet pip package version?
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Ensure the installed CUDA version matches the CUDA version specified in the MXNet pip package name. For example, `mxnet-cu102` requires CUDA 10.2.
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Which function in the org.apache.clojure-mxnet.ndarray API can be used to perform an elementwise greater-than-or-equal operation?
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broadcast-greater-equal
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What environment variable is suggested to be set to "granularity=fine,compact,1,0" for improving MXNet performance with Intel CPUs?
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KMP_AFFINITY
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Which operator in Apache MXNet 0.12.1 received added GPU support as a new feature?
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syevd operator
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Which function in Apache MXNet is used for calculating the determinant of a matrix?
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linalg-det
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What is the consequence under Apache License 2.0 if you initiate patent litigation claiming that a Contribution to the Work constitutes patent infringement?
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Any patent licenses granted to you under the Apache License 2.0 for that Work will terminate as of the date such litigation is filed.
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Which Apache project, mentioned in the list of Projects in the Attic, was specifically associated with providing a cloud abstraction API for connecting to cloud providers?
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Deltacloud
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What is one of the environment variables needed to use MXNet with Amazon S3, according to the MXNet library documentation?
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AWS_ACCESS_KEY_ID
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Which individual is associated with the PGP public key that has the fingerprint BD52136E76B7BD68E7843B0B591C06669F740FD7?
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Sergey Kolychev
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The list of related Apache projects labeled "Projects in the Attic" includes which project previously known as Amber?
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Oltu
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What package is recommended for improving MXNet performance on Intel Xeon CPUs, and what is its role?
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mxnet-mkl
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What is required to enable S3 integration when building MXNet from source?
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Install `libcurl4-openssl-dev` and `libssl-dev`, and append `USE_S3=1` to `config.mk` before building MXNet.
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What programming paradigm does Apache Polygene explore for domain-centric application development?
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Composite Oriented Programming
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What feature was introduced in MXNet 1.5.0 related to numerical computation?
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Automatic Mixed Precision
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What feature was fully supported by the now-retired Jakarta Slide project?
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WebDAV support
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Which component of Apache Beehive was suggested to be replaced by Spring Beans?
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Beehive Controls
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Which project, formerly known as Amber, is listed under the "Projects in the Attic"?
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Oltu
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Which project related to extensions for Apache Spark was moved into the Apache Attic in January 2024?
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Apache Bahir
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What Google Guice functionality was Apache Onami focused on extending?
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Extensions for Google Guice not provided out of the box.
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What library is required alongside Jupyter Notebook to visualize neural networks as computation graphs in Apache MXNet?
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Graphviz
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What is the designated general mailing list address for reporting undisclosed security vulnerabilities in Apache projects?
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security@apache.org
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What version of Apache MXNet is linked with the phrase "Get Started"?
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1.9.1
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Which project in the Apache Attic was previously known as Amber?
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Oltu
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What specific port configuration must be set up in an EC2 GPU cluster’s security group to ensure all slave computers can communicate with the root computer for MXNet distributed training?
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All TCP, Source: Anywhere (in Configure Security Group)
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What tool is used to build the Attic website, and on what technology is it based?
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Anakia based on Apache Velocity
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What was Apache Onami focused on developing and maintaining before moving into the Apache Attic in January 2016?
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Google Guice extensions
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What is the main advantage of using the Gluon API over the Module API in Apache MXNet version 1.9.1?
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Flexibility and ease of debugging.
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What is the name of the Apache Software Foundation's annual flagship conference that offers educational and networking opportunities?
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ApacheCon
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Which organization holds the trademarks for Apache and the Apache feather logo?
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The Apache Software Foundation
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What is the primary standard that Apache ODE's business processes were based on?
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WS-BPEL
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What exception is handled when attempting to convert a variable to a NumPy array in the provided Apache MXNet code, version 1.9.1?
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MXNetError
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What was the Jakarta Project's status as of December 2011?
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Retired as all of its subprojects had either become their own projects or been retired.
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What is the expiration date of the secondary key associated with Qing Lan's public PGP key?
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2021-02-14
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Which framework moved into the Apache Attic in March 2025 and was focused on column stores like Apache HBase and Cassandra?
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Gora
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What command can be used to terminate lingering jobs on slave computers in Apache MXNet version 1.9.1?
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cat hosts | xargs -I{} ssh -o StrictHostKeyChecking=no {} 'uname -a; pgrep python | xargs kill -9'
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What type of operation is used to define the function of the smooth l1 loss operator, and which library is associated with this operation?
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Unary operator, mshadow library.
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Which operation serves as the inverse of convolution in the provided reference list?
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deconvolution
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What is the primary way to track tasks and prioritize issues in Apache MXNet?
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Jira Tracker
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Which Apache project, moved to the Attic in November 2020, was an open source analytics solution for big data security and performance issues?
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Eagle
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Which Apache project listed in the Attic section was originally known as Amber?
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Oltu
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What year did Apache Buildr move into the Apache Attic?
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2022
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What is the status of Apache Lens as of August 2020?
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Apache Lens moved into the Attic in August 2020.
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What does the incubation status of Apache MXNet indicate about its endorsement by the Apache Software Foundation?
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The project has yet to be fully endorsed by the ASF.
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Which toolkit provided by Apache MXNet offers resources specifically for natural language processing tasks?
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GluonNLP Toolkit
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What method is used to verify a subscriber's authorization to receive mailing list messages according to the GDPR in The Apache Software Foundation's privacy policy?
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Double-opt-in procedure.
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What tool can be used to optimize deep learning computation graphs specifically for MXNet according to the documentation?
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TensorRT
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When using Intel Xeon CPUs, what MXNet package and environment variable settings are recommended to enhance performance?
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Package: `mxnet-mkl`
Environment variables:
- `OMP_NUM_THREADS`: `vCPUs / 2`
- `KMP_AFFINITY`: `granularity=fine,compact,1,0`
- `MXNET_SUBGRAPH_BACKEND`: `MKLDNN`
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What is the role of the `OpReqType` `kAddTo` in MXNet's operator interface?
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`kAddTo` indicates that the result should be accumulated (using `+=`) into the `out_data` tensor.
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What year did Apache Eagle move into the Attic?
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2020
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What environment variable is used to specify the network interface for data communication in the context of Apache MXNet version 1.9.1?
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DMLC_INTERFACE
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Which Apache open-source analytics solution was designed for identifying security and performance issues on big data platforms?
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Apache Eagle
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Which Apache project mentioned is also listed under "Projects in the Attic"?
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Crunch
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What is the purpose of specifying `grad_scale` in the `CaffeLoss` function within Apache MXNet version 1.9.1?
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The weight of this loss.
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What is the default number of inputs and outputs for the `CaffeLoss` function in Apache MXNet version 1.9.1?
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2 inputs, 1 output
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What was Apache Marmotta's main function before it moved into the Attic?
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Open Platform for Linked Data.
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In what year did Apache Marmotta move to the Apache Attic?
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2020
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What was the main purpose of Apache Harmony before it was retired in 2011?
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A modular Java runtime with class libraries and associated tools.
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Which Apache project, identified in the list of projects in the document, moved into the Attic in July 2013 and was known for being a secure and highly scalable microsharing and micromessaging platform?
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ESME
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What must you include with your work to properly apply the Apache License, Version 2.0?
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Include a copy of the Apache License in a file called LICENSE, and attach the boilerplate declaration with your identifying information to applicable files.
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What Apache project, now in the Attic, encouraged users to adopt similar features in newer Java versions such as those found in _java.util.regexp_?
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Jakarta Regexp
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What source control system is used for the Jakarta Regexp project's code repository?
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Subversion
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What is the primary performance improvement benefit provided by NNPACK when benchmarking MXNet on CPU, as observed in the results?
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2X~7X speedup compared to the original MXNet CPU implementation.
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What are the email addresses associated with the PGP public keys in the document?
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taolv@apache.org
ptrendx@apache.org
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What must be approved by both VP Fundraising and VP Brand Management for recognition in Apache project pages?
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Any additional recognition on committee or project page(s).
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When using MXNet for distributed training, what is a potential security vulnerability related to the use of the `kvstore.set_optimizer` function?
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The use of `kvstore.set_optimizer` can lead to a security vulnerability because it allows custom optimizer code to be sent as a pickle file, which is executed without validation, trusting the sender.
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How does gradient compression provide speedup in distributed training with large fully connected components?
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Gradient compression speeds up distributed training by reducing communication costs, which are the bottleneck in networks with large fully connected components.
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Which Apache project was moved into the Attic in November 2021 and was focused on providing statistical and other forms of machine translation?
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Joshua
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What is the consequence of using `git push --force` on a branch with multiple collaborators, specifically in the context of the Apache MXNet version 1.9.1?
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Potential loss of collaborators' commits; rewritten branch history.
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Which function in org.apache.clojure-mxnet.symbol is designed to compare tensor elements and determines if all elements are finite?
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all-finite
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Which project in the list was revived in June 2018?
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XMLBeans
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Which Apache project focused on large scale code license analysis and auditing moved to the Attic in August 2020?
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DRAT
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What governance structure does the ASF use for electing its leadership?
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Members elect the leadership.
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What is the default library enabled in MXNet pip packages starting from version 1.7.0 for improved performance on Intel processors?
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oneDNN
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Which Apache project, listed in the Attic, was moved there in August 2020 and was focused on large scale code license analysis?
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Apache DRAT
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What Clojure-mxnet version is the documentation generated for, according to the given reference?
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1.9.1-SNAPSHOT
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in Data Studio
Samples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: apache
Documentation Data Source Link: https://www.apache.org/ Data Source
Data Source License: https://www.apache.org/licenses/LICENSE-2.0
Data Source Authors: Observable AI Benchmarks by Data Agents © 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
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