A collection of inference modules
Project description
fastinference
A collection of inference modules for fastai including inference speedup and interpretability
Install
We have 4 modules you can install, depending on your usecase:
- Base Library (Just inference stuff):
pip install fastinference - ONNX Inference:
pip install fastinference[onnx-cpu]orfastinference[onnx-gpu] - Interperatability (Class Confusion + SHAP):
pip install fastinference[interp] - Everything:
pip install fastinference[all]
Wonderful Contributors:
Directions for Contributing:
- Fork this repository into your GitHub Account
- Ensure that
nbdevis installed on your system - Make any changes and ensure that you run the following before commiting:
nbdev_build_libnbdev_clean_nbs
- Open a Pull Request with the library, and choose "From fork" to open one with the main repository.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
fastinference-0.0.22.tar.gz
(29.1 kB
view details)
Built Distribution
File details
Details for the file fastinference-0.0.22.tar.gz.
File metadata
- Download URL: fastinference-0.0.22.tar.gz
- Upload date:
- Size: 29.1 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.2.0.post20200511 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.7.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | a9522039ede75936f0f58ff98662506b0f9896414d98ef59a144143d0dabe44f |
|
| MD5 | f4aabf24ff400ed69706afe60bb40af5 |
|
| BLAKE2b-256 | 3dc47224b4845b2602524790e395d08181870927c8bc2fe6e02ef97e4ed09fee |
File details
Details for the file fastinference-0.0.22-py3-none-any.whl.
File metadata
- Download URL: fastinference-0.0.22-py3-none-any.whl
- Upload date:
- Size: 35.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.2.0.post20200511 requests-toolbelt/0.9.1 tqdm/4.38.0 CPython/3.7.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | e5ebdae62526a6fb01a6628b0fe2ae987ec79dde8873f7e82f0a1334af1ae261 |
|
| MD5 | 4628ec53a520f6321723e54df2f8a357 |
|
| BLAKE2b-256 | 828a7dd13578e47eeb8d206556e3110b9551d5cf52f66745d9a7bc4ef7838640 |
