ChainerIO
ChainerIO is an IO abstraction library for Chainer, optimized for deep learning training with batteries included. It supports
- Filesystem API abstraction with unified error semantics,
- Explicit user-land caching system,
- IO performance tracing and metrics stats, and
- Fileset container utilities to save metadata.
Dependency
- HDFS client and libhdfs for HDFS access
- Python 3
Installation and Document build
Installation
$ git clone https://github.com/chainer/chainerio.git
$ cd chainerio
$ pip install .
Documentation
$ cd chainerio/docs
$ make html
$ open build/html/index.html
Test
$ cd chainerio
$ pip install .[test]
$ pytest
How to use
Please refer to the Documentation for more information about the usage.
Also you can find some examples in
examples directory for usage in Chainer training script examples.
2 maintainers
Metadata
2 maintainers
Release files for chainerio 0.1.2
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| chainerio-0.1.2.tar.gz | 18.3 kB | Without provenance | Details for chainerio-0.1.2.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| chainerio-0.1.2-py3-none-any.whl | Python 3 | none | any | Details for chainerio-0.1.2-py3-none-any.whl |
Total release size: 42.8 kB
Release files / chainerio-0.1.2.tar.gz
| Download URL | chainerio-0.1.2.tar.gz |
|---|---|
| Size | 18.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / chainerio-0.1.2-py3-none-any.whl
| Download URL | chainerio-0.1.2-py3-none-any.whl |
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| Size | 24.5 kB |
| Tags | Python 3 |
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