Jacinto 7 TIDL Release Notes

Version: 10.01.00, Date: Nov 29, 2024

Contents

  1. Introduction
  2. Licensing
  3. What's New
  4. Documentation
  5. Upgrade and Compatibility Information
  6. Device Support
  7. Validation Information
  8. Fixed Issues
  9. Known Issues
  10. Change Request
  11. Technical Support
  12. Package Versioning

Introduction

This package contains Texas Instrument's Deep learning solution for J721E SoCs from the Jacinto 7 family

Licensing

The licensing information of this product, as well as any third-party components included which are made available under a number of other open-source licenses are enumerated as part of the manifest. Note : Below Links would work only after installing the package

Documentation

1 User's Guide [HTML]
2 Software Manifest [HTML]

What's New

Major new features in this release are:

  1. Support for ONNXRUNTIME 1.15.0
  2. Support for several new operators: TopK, Sqrt, Sin, Pow, Mish, Log, Instance Normalization, HSWISH, Floor, Exp, ERF, AsinH, Asin & ABS
  3. Improved support for models with large number of layers
  4. Please refer to edgeai-tidl-tools for further details and known limitations on operator support

Upgrade and Compatibility Information

NA

Device Support

Target SoC Target Plaform Build environment (OS) Target environment (OS)
J721E EVM x86_64 Linux PC x86_64 (Linux) NA

Validation Information

This release was built and validated using the following tools:

Dependencies (included in Processor SDK RTOS):

Dependencies (NOT included in Processor SDK RTOS):

Refer User's Guide for instructions to install and setup above dependencies.

Fixed Issues

Refer here for all device specific bugs fixed in this release.

Known Issues

Refer here for all device specific known issues in this release.

For latest status of the issues and any new issues found post this release, please refer TI External software Incident Report. Issues on this product can be filtered with search query as project = EXT_EP AND issuetype in (Bug, Enhancement) AND Product ~ "TI Deep Learning Library"

Change Request

ID Description Original Fix Version New Fix Version Additional Information
JACINTOREQ-7889 Scope out of TIDL MRs for SDK 10.1 10.01.00 11.00.00
Support for DRU based compression is descoped
Support for BEVFormerV2, StreamPETR and Deformable DETR is descoped
JACINTOREQ-7890 Scope in of TIDL MRs for SDK 10.1 10.01.00 11.00.00 Scope in for support of several new operators & ONNXRUNTIME 1.15.0
JACINTOREQ-8357 Scope out of TIDL MRs related to Safety for SDK 10.1 10.01.00 11.00.00 Scope out of safety related MRs for TIDL

Technical Support

For technical support, please post your questions on TI E2E Forum for Processors.

For additional assistance, contact local TI Field Application Engineer

Package Versioning

Each package version is composed of 4 period-delimited numbers - represented here by the letters M, m, p and b [M.m.p.b]. The table below provides a descriptive reference regarding package version numbering.

Digit Meaning Description
1 (M=Major) Major revision Incremented when the new version is substantially different from the previous For example, a new module added or an existing module's algorithm significantly altered.
2 (m=minor) Minor revision Incremented when the new version has changed but not in a major way. For example, some minor changes in the API or feature set.
3 (p=patch) Patch number Incremented for all other source code changes. This include any packaging support code.
4 (b=build) Build number Incremented for each release delivery to CM. Reset for any change to M, m or p

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