This portal has been archived. Explore the next generation of this technology.
package:model-qaic-compile (v3.0.0)
Share
Copyright: See copyright in the source repository
License: See license in the source repository
Creation date: 2021-03-20
Source: GitHub
cID: 1dc07ee0f4742028:98d153ba374a70a7

Don't hesitate to get in touch if you encounter any issues or would like to discuss this community project!
Please report if this CK component works: 1 ▲ or fails: 0 ▲
Sign up to be notified when artifacts are shared or updated!

Description  

This meta package is our attempt to provide a unified Python API, CLI and JSON meta description for different package managers and building tools to automatically download and install different components (models, data sets, libraries, frameworks, tools) necessary to run portable program pipelines across evolving platforms. Our on-going project is to make the onboarding process as simple as possible via this platform. Please check this CK white paper and don't hesitate to contact us if you have suggestions or feedback!
  • Automation framework: CK
  • Development repository: ck-ml
  • Source: GitHub
  • Tags: model,qaic,converted,compiled
  • Support for host OS: any
  • Support for target OS: any
  • Software detection plugin: model.qaic
  • How to get the stable version from this portal via the CK client:
    pip install cbench
    cb download package:model-qaic-compile --version=3.0.0 --all
    ck install package:model-qaic-compile
    ck help package
  • How to get the development version:
    pip install ck
    ck pull repo:ck-ml
    ck install package:model-qaic-compile
    ck help package
  • Useful CK automation actions (CLI with the Python CK API and JSON IO):
    ck show env
    ck find env:{ID from above}
    ck virtual env:{ID from above}
  • CLI and Python API: module:package
  • Variations:
    • first.5
    • resnet50
    • resnet50.aedk.16nsp.offline
    • resnet50.aedk.16nsp.singlestream
    • resnet50.aedk.8nsp.offline
    • resnet50.aedk.8nsp.singlestream
    • resnet50.pcie.14nsp
    • resnet50.pcie.16nsp
    • ssd_resnet34
    • ssd_resnet34.aedk.16nsp.offline
    • ssd_resnet34.aedk.16nsp.singlestream
    • ssd_resnet34.aedk.8nsp.offline
    • ssd_resnet34.aedk.8nsp.singlestream
    • ssd_resnet34.pcie.14nsp
    • ssd_resnet34.pcie.16nsp

Dependencies    

ReadMe  

Convert ONNX models into the QAIC format

Prerequisites

TODO

ImageNet validation dataset (required for calibration)

If you have the ImageNet validation dataset e.g. in /datasets/dataset-imagenet-ilsvrc2012-val, you can register it with CK as follows:

$ ck detect soft:dataset.imagenet.val \
--full_path=/datasets/dataset-imagenet-ilsvrc2012-val/ILSVRC2012_val_00000001.JPEG

Example:

$ ck install package --tags=qaic,resnet50-example,precision.int8

Versions  

Files  

Comments  

Please log in to add your comments!
If you notice any inapropriate content that should not be here, please report us as soon as possible and we will try to remove it within 48 hours!