RKNN async inference Python bindings

Navigation

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for happyme5315 from gravatar.com happyme5315

Unverified details

These details have not been verified by PyPI
Meta
  • License: GNU Affero General Public License v3 (GNU AFFERO GENERAL PUBLIC LICENSE)
  • Author: hallo1
  • Requires: Python >=3.7
Classifiers
Report project as malware

Project description

ztu_somemodelruntime_ez_rknn_async

A better RKNPU2 python API

Supported Python versions: 3.7+

🚀 Feature Comparison

Feature This Project Official SDK
Model Loading & Basic Inference ✅ Supported ✅ Supported
Multi-core Tensor Parallel Inference ✅ Supported ✅ Supported
Multi-core Data Parallel Inference ✅ Supported ❌ Not Supported
Pipeline-based Async Inference ✅ Supported ⚠️ Limited (Depth = 1)
True Async Inference (Callback/Future) ✅ Supported ❌ Not Supported
Multi-batch Data Parallel Inference ✅ Supported ⚠️ Limited (Fixed batch/4D only)
Custom Operator Plugins ✅ Supported ❌ Not Supported
API Style 🚀 ORT-like (Easy migration) ⚙️ Proprietary (Complex)
Zero Dependencies ✅ Yes (NumPy only) ❌ No
Break Other Packages ✅ No ⚠️ Yes (https://github.com/airockchip/rknn-toolkit2/issues/414)
Open Source 🔓 Yes (AGPLv3) 🔒 No

Documentation

I don't know if it's a good idea to document this library, but anyway, there's an AI generated one that's generally okay: https://deepwiki.com/happyme531/ztu_somemodelruntime_ez_rknn_async

Project details

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for happyme5315 from gravatar.com happyme5315

Unverified details

These details have not been verified by PyPI
Meta
  • License: GNU Affero General Public License v3 (GNU AFFERO GENERAL PUBLIC LICENSE)
  • Author: hallo1
  • Requires: Python >=3.7
Classifiers

Release history Release notifications | RSS feed

0.8.4

0.8.3

0.8.2

0.8.1

0.7.5

This version

0.7.4

0.7.3

0.7.2

0.7.1

0.7.0

0.6.2

0.5.2

0.5.0

0.4.0

0.3.2

0.3.0

0.2.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

ztu_somemodelruntime_ez_rknn_async-0.7.4.tar.gz (61.6 kB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

ztu_somemodelruntime_ez_rknn_async-0.7.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.0 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ ARM64

ztu_somemodelruntime_ez_rknn_async-0.7.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.0 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64

ztu_somemodelruntime_ez_rknn_async-0.7.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.0 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64

ztu_somemodelruntime_ez_rknn_async-0.7.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.0 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64

ztu_somemodelruntime_ez_rknn_async-0.7.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.0 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

ztu_somemodelruntime_ez_rknn_async-0.7.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (1.0 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ARM64

ztu_somemodelruntime_ez_rknn_async-0.7.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (956.2 kB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ ARM64

File details

Details for the file ztu_somemodelruntime_ez_rknn_async-0.7.4.tar.gz.

File metadata

File hashes

Hashes for ztu_somemodelruntime_ez_rknn_async-0.7.4.tar.gz
Algorithm Hash digest
SHA256 7feb6cf45cb1c083ff7d8186a353993ec7cbd90bc8afdd8377d5ecb2d04a740e
MD5 7becabeb3a88ccc9ab14d4b582604c66
BLAKE2b-256 d32822709a63b2db097c071a2a292aae0c5a0863fd442128f56089c77cd93e3e

See more details on using hashes here.

Provenance

The following attestation bundles were made for ztu_somemodelruntime_ez_rknn_async-0.7.4.tar.gz:

Publisher: release-wheels.yml on happyme531/ztu_somemodelruntime_ez_rknn_async

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ztu_somemodelruntime_ez_rknn_async-0.7.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 595e4d50b4dd5894184f61ebae1324376d00901fe0778e0c54212bc43e0f0d9b
MD5 79f2647c1d61d43e2ba1cf0ea9a45a4e
BLAKE2b-256 61b998e5e7c395bd94f3b7e95c9b26747c9397c9279677baec78d7b0be28a7a9

See more details on using hashes here.

Provenance

The following attestation bundles were made for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: release-wheels.yml on happyme531/ztu_somemodelruntime_ez_rknn_async

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ztu_somemodelruntime_ez_rknn_async-0.7.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 3c69cd6df36d2ad6a596f9674e951c96ec2916c589822d31e537c4da254cf184
MD5 dd4184f99c7240335334eb99ac287cd2
BLAKE2b-256 c37d992fc37fde6e13cfd7adc7657ca6300ce646bcbad71cc374456285924cf8

See more details on using hashes here.

Provenance

The following attestation bundles were made for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: release-wheels.yml on happyme531/ztu_somemodelruntime_ez_rknn_async

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ztu_somemodelruntime_ez_rknn_async-0.7.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 c12fa5ef66add10f7e9012ef82705ef91ca89c782cd4b4bd3fdc2e75798a9a36
MD5 3b6edc9452f2ea0dca328064e2d67cdc
BLAKE2b-256 df89a8b11e8c1e4c1a88f88d2b3af1cc1acae157a3863aa316ec0a1cd2cba2fd

See more details on using hashes here.

Provenance

The following attestation bundles were made for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: release-wheels.yml on happyme531/ztu_somemodelruntime_ez_rknn_async

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ztu_somemodelruntime_ez_rknn_async-0.7.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 1c9cd3f9be9ad19de135adee6281513bb95ca1e8b7cc7712261ed417ea889b4f
MD5 7e8b58cc31a408b4395813d09f284cf1
BLAKE2b-256 63f04d05fa8779ce225155387dbb853f233c9fa1109b61b5ba7d56ff8bc431bb

See more details on using hashes here.

Provenance

The following attestation bundles were made for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: release-wheels.yml on happyme531/ztu_somemodelruntime_ez_rknn_async

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ztu_somemodelruntime_ez_rknn_async-0.7.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 626d6df5ecb59ec1b0b758356b65f55ea952ad4f08ca9efc71833fb103686801
MD5 a2e69e74757bd8552c747f2ea4edaac5
BLAKE2b-256 02aeaef514a0cc0ae23c84f831b0a4cd4e226b1b348b2aa4b2b8959e1743721a

See more details on using hashes here.

Provenance

The following attestation bundles were made for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: release-wheels.yml on happyme531/ztu_somemodelruntime_ez_rknn_async

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ztu_somemodelruntime_ez_rknn_async-0.7.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 03435dab453087e6fe85ba6bb8d5d647ae636e60913f032f27f05ce212df6fbe
MD5 15f0078ef89ba9a497bf6b484f3bc6cc
BLAKE2b-256 fcf614333164d4597c76677e79e43be85ab772953f85cd6930a1ce814d184a91

See more details on using hashes here.

Provenance

The following attestation bundles were made for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: release-wheels.yml on happyme531/ztu_somemodelruntime_ez_rknn_async

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ztu_somemodelruntime_ez_rknn_async-0.7.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 c63f991e008244e568295299bf4057a050ad288d143928afc6a3360f185963cf
MD5 730d25e3c997c22e50650e7b188bd966
BLAKE2b-256 61e591d34f284d1d0589794d2043dae4aec2ab0d23a3b2d836db06d534300d8b

See more details on using hashes here.

Provenance

The following attestation bundles were made for ztu_somemodelruntime_ez_rknn_async-0.7.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: release-wheels.yml on happyme531/ztu_somemodelruntime_ez_rknn_async

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page