This release is a pre-release and may not be stable for production use.
yarntf
yarntf simplifies the distributed TensorFlow submit model, for running machine learning applications on Hadoop YARN clusters.
User Guide
In general it is as simple as follows.
In your code: replace tf.train.ClusterSpec() and tf.train.Server() with yarntf.createClusterServer()
On your cluster: submit the application with Hops-TensorFlow
Your ClusterSpec is generated automaticaly and the parameter servers stopped when all workers are completed. Specify the number of worker, ps and resources on submit.
For more details see the examples.
Work In Progress
Development is still in an early stage. Contributions are very welcome!
License
yarntf and Hops-TensorFlow is released under an Apache 2.0 license.
Release files for yarntf 0.0.3.dev3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| yarntf-0.0.3.dev3.tar.gz | 10.5 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| yarntf-0.0.3.dev3-py2.7.egg | Legacy Egg format | - | - | Details |
Total release size: 26.2 kB
Release files / yarntf-0.0.3.dev3.tar.gz
| Download URL | yarntf-0.0.3.dev3.tar.gz |
|---|---|
| Size | 10.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
61e330e8b47e40efb48a96b57cac677af62d5cea435f61f4a5fce1ca2253a457
|
|
BLAKE2b-256 checksum How to use checksums |
f188e6d95e8381ec7d8de4c712f62005e89e31ff8df3ca50a2f0086cc8cca2ba
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
Release files / yarntf-0.0.3.dev3-py2.7.egg
| Download URL | yarntf-0.0.3.dev3-py2.7.egg |
|---|---|
| Size | 15.7 kB |
| Tags | Egg |
|
SHA-256 checksum How to use checksums |
93e0cc2184c23ede603fce9887da0d35f769b9a5cf0cad518945b6f8bf077a68
|
|
BLAKE2b-256 checksum How to use checksums |
9abca56b93792957819e44280bcb5708396990d61b306b11a96dee4e944eb6d9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
Security for yarntf 0.0.3.dev3
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
