Question stringlengths 36 204 | Response stringlengths 1 807 |
|---|---|
What is the status of the issue tracker for Apache Joshua? | Read-only. |
Which year was the Jakarta Project retired after its subprojects transitioned to their own projects or were retired? | 2011 |
Which project among the listed ones was revived in June 2018? | XMLBeans |
Which Apache project was retired in November 2011 and involved a modular Java runtime with class libraries? | Apache Harmony |
What is the source code management system used by Apache Harmony? | Subversion |
Which Apache project is a fully serverless platform used to build distributed event-driven applications? | EventMesh |
Which project in the list underwent a name change, previously being known as "Amber"? | Oltu |
Which Apache project was previously known as Amber? | Oltu |
What are the language bindings supported by Apache MXNet for version 1.9.1? | Python, Scala, Julia, Clojure, Java, C++, R, Perl |
What is the version number of the Apache MXNet that retired and now refers users to its Attic page? | 1.9.1 |
What programming language does the AI::MXNet package support for efficient GPU computing and deep learning, following an API similar to Python's? | Perl |
What type of code repository is used for storing the source code of Apache Pivot? | Subversion |
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? | ODE |
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? | Amalgamation script; BLAS library. |
What method should be used to enable scalar arguments during the registration of an operator in Apache MXNet version 1.9.1? | set_enable_scalar(true) |
What is the email address associated with the PGP public key for Sergey Kolychev? | sergeykolychev@apache.org |
Which Apache project listed is both in the Attic and has a related website link provided? | Bahir |
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? | Apache ACE |
What is the incubation status of Apache MXNet at the Apache Software Foundation, and what does it imply about its endorsement? | 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. |
What indicates that the Apache MXNet project is not yet fully endorsed by the Apache Software Foundation? | Incubation status. |
What is the role of the `grad_scale` parameter when using `sym.CaffeLoss` in Apache MXNet version 1.9.1? | The weight of this loss. |
Which operation from the list inherently involves reducing dimensions or altering the structure of input data, such as reshaping or compressing? | flatten |
What is the version number of Apache MXNet that is mentioned as retired in the document? | 1.9.1 |
Which function would be utilized to determine if two entities are not identical within this specific list of operations? | broadcast-not-equal |
What is the email address associated with Wei Chu's CODE SIGNING KEY? | weichu@apache.org |
What should you verify to ensure compatibility between the installed CUDA version and the MXNet pip package version? | Ensure the installed CUDA version matches the CUDA version specified in the MXNet pip package name. For example, `mxnet-cu102` requires CUDA 10.2. |
Which function in the org.apache.clojure-mxnet.ndarray API can be used to perform an elementwise greater-than-or-equal operation? | broadcast-greater-equal |
What environment variable is suggested to be set to "granularity=fine,compact,1,0" for improving MXNet performance with Intel CPUs? | KMP_AFFINITY |
Which operator in Apache MXNet 0.12.1 received added GPU support as a new feature? | syevd operator |
Which function in Apache MXNet is used for calculating the determinant of a matrix? | linalg-det |
What is the consequence under Apache License 2.0 if you initiate patent litigation claiming that a Contribution to the Work constitutes patent infringement? | 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. |
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? | Deltacloud |
What is one of the environment variables needed to use MXNet with Amazon S3, according to the MXNet library documentation? | AWS_ACCESS_KEY_ID |
Which individual is associated with the PGP public key that has the fingerprint BD52136E76B7BD68E7843B0B591C06669F740FD7? | Sergey Kolychev |
The list of related Apache projects labeled "Projects in the Attic" includes which project previously known as Amber? | Oltu |
What package is recommended for improving MXNet performance on Intel Xeon CPUs, and what is its role? | mxnet-mkl |
What is required to enable S3 integration when building MXNet from source? | Install `libcurl4-openssl-dev` and `libssl-dev`, and append `USE_S3=1` to `config.mk` before building MXNet. |
What programming paradigm does Apache Polygene explore for domain-centric application development? | Composite Oriented Programming |
What feature was introduced in MXNet 1.5.0 related to numerical computation? | Automatic Mixed Precision |
What feature was fully supported by the now-retired Jakarta Slide project? | WebDAV support |
Which component of Apache Beehive was suggested to be replaced by Spring Beans? | Beehive Controls |
Which project, formerly known as Amber, is listed under the "Projects in the Attic"? | Oltu |
Which project related to extensions for Apache Spark was moved into the Apache Attic in January 2024? | Apache Bahir |
What Google Guice functionality was Apache Onami focused on extending? | Extensions for Google Guice not provided out of the box. |
What library is required alongside Jupyter Notebook to visualize neural networks as computation graphs in Apache MXNet? | Graphviz |
What is the designated general mailing list address for reporting undisclosed security vulnerabilities in Apache projects? | security@apache.org |
What version of Apache MXNet is linked with the phrase "Get Started"? | 1.9.1 |
Which project in the Apache Attic was previously known as Amber? | Oltu |
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? | All TCP, Source: Anywhere (in Configure Security Group) |
What tool is used to build the Attic website, and on what technology is it based? | Anakia based on Apache Velocity |
What was Apache Onami focused on developing and maintaining before moving into the Apache Attic in January 2016? | Google Guice extensions |
What is the main advantage of using the Gluon API over the Module API in Apache MXNet version 1.9.1? | Flexibility and ease of debugging. |
What is the name of the Apache Software Foundation's annual flagship conference that offers educational and networking opportunities? | ApacheCon |
Which organization holds the trademarks for Apache and the Apache feather logo? | The Apache Software Foundation |
What is the primary standard that Apache ODE's business processes were based on? | WS-BPEL |
What exception is handled when attempting to convert a variable to a NumPy array in the provided Apache MXNet code, version 1.9.1? | MXNetError |
What was the Jakarta Project's status as of December 2011? | Retired as all of its subprojects had either become their own projects or been retired. |
What is the expiration date of the secondary key associated with Qing Lan's public PGP key? | 2021-02-14 |
Which framework moved into the Apache Attic in March 2025 and was focused on column stores like Apache HBase and Cassandra? | Gora |
What command can be used to terminate lingering jobs on slave computers in Apache MXNet version 1.9.1? | cat hosts | xargs -I{} ssh -o StrictHostKeyChecking=no {} 'uname -a; pgrep python | xargs kill -9' |
What type of operation is used to define the function of the smooth l1 loss operator, and which library is associated with this operation? | Unary operator, mshadow library. |
Which operation serves as the inverse of convolution in the provided reference list? | deconvolution |
What is the primary way to track tasks and prioritize issues in Apache MXNet? | Jira Tracker |
Which Apache project, moved to the Attic in November 2020, was an open source analytics solution for big data security and performance issues? | Eagle |
Which Apache project listed in the Attic section was originally known as Amber? | Oltu |
What year did Apache Buildr move into the Apache Attic? | 2022 |
What is the status of Apache Lens as of August 2020? | Apache Lens moved into the Attic in August 2020. |
What does the incubation status of Apache MXNet indicate about its endorsement by the Apache Software Foundation? | The project has yet to be fully endorsed by the ASF. |
Which toolkit provided by Apache MXNet offers resources specifically for natural language processing tasks? | GluonNLP Toolkit |
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? | Double-opt-in procedure. |
What tool can be used to optimize deep learning computation graphs specifically for MXNet according to the documentation? | TensorRT |
When using Intel Xeon CPUs, what MXNet package and environment variable settings are recommended to enhance performance? | Package: `mxnet-mkl`
Environment variables:
- `OMP_NUM_THREADS`: `vCPUs / 2`
- `KMP_AFFINITY`: `granularity=fine,compact,1,0`
- `MXNET_SUBGRAPH_BACKEND`: `MKLDNN` |
What is the role of the `OpReqType` `kAddTo` in MXNet's operator interface? | `kAddTo` indicates that the result should be accumulated (using `+=`) into the `out_data` tensor. |
What year did Apache Eagle move into the Attic? | 2020 |
What environment variable is used to specify the network interface for data communication in the context of Apache MXNet version 1.9.1? | DMLC_INTERFACE |
Which Apache open-source analytics solution was designed for identifying security and performance issues on big data platforms? | Apache Eagle |
Which Apache project mentioned is also listed under "Projects in the Attic"? | Crunch |
What is the purpose of specifying `grad_scale` in the `CaffeLoss` function within Apache MXNet version 1.9.1? | The weight of this loss. |
What is the default number of inputs and outputs for the `CaffeLoss` function in Apache MXNet version 1.9.1? | 2 inputs, 1 output |
What was Apache Marmotta's main function before it moved into the Attic? | Open Platform for Linked Data. |
In what year did Apache Marmotta move to the Apache Attic? | 2020 |
What was the main purpose of Apache Harmony before it was retired in 2011? | A modular Java runtime with class libraries and associated tools. |
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? | ESME |
What must you include with your work to properly apply the Apache License, Version 2.0? | Include a copy of the Apache License in a file called LICENSE, and attach the boilerplate declaration with your identifying information to applicable files. |
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_? | Jakarta Regexp |
What source control system is used for the Jakarta Regexp project's code repository? | Subversion |
What is the primary performance improvement benefit provided by NNPACK when benchmarking MXNet on CPU, as observed in the results? | 2X~7X speedup compared to the original MXNet CPU implementation. |
What are the email addresses associated with the PGP public keys in the document? | taolv@apache.org
ptrendx@apache.org |
What must be approved by both VP Fundraising and VP Brand Management for recognition in Apache project pages? | Any additional recognition on committee or project page(s). |
When using MXNet for distributed training, what is a potential security vulnerability related to the use of the `kvstore.set_optimizer` function? | 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. |
How does gradient compression provide speedup in distributed training with large fully connected components? | Gradient compression speeds up distributed training by reducing communication costs, which are the bottleneck in networks with large fully connected components. |
Which Apache project was moved into the Attic in November 2021 and was focused on providing statistical and other forms of machine translation? | Joshua |
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? | Potential loss of collaborators' commits; rewritten branch history. |
Which function in org.apache.clojure-mxnet.symbol is designed to compare tensor elements and determines if all elements are finite? | all-finite |
Which project in the list was revived in June 2018? | XMLBeans |
Which Apache project focused on large scale code license analysis and auditing moved to the Attic in August 2020? | DRAT |
What governance structure does the ASF use for electing its leadership? | Members elect the leadership. |
What is the default library enabled in MXNet pip packages starting from version 1.7.0 for improved performance on Intel processors? | oneDNN |
Which Apache project, listed in the Attic, was moved there in August 2020 and was focused on large scale code license analysis? | Apache DRAT |
What Clojure-mxnet version is the documentation generated for, according to the given reference? | 1.9.1-SNAPSHOT |
End of preview. Expand 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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