DRP-AI TVM v2.4.0 release

DRP-AI TVM¹ (Machine Learning Compiler plugin for Apache TVM), version 2.4.0.

What's Changed

New Features

• Transformer initial release (See Note)
• Quantization Aware Training (QAT) support for CNN models

[Note]

• Currently supported models are limited to certain Vision Transformers.
• Because some transformer layers need to be run on CPU, the operating speed may be limited.
  • The performance improvement is planned for future updates.

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1. DRP-AI TVM is powerd by EdgeCortix MERA(TM) Compiler Framework. ↩

DRP-AI TVM v2.3.1 release

DRP-AI TVM¹ (Machine Learning Compiler plugin for Apache TVM), version 2.3.1.

What's Changed

New Features

• Add confirmed AI models for RZ/V2H to docs/Model_List.md

Other Changes

• Fixed a bug in the profiling function in how-to

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1. DRP-AI TVM is powerd by EdgeCortix MERA(TM) Compiler Framework. ↩

DRP-AI TVM v2.3.0 release

DRP-AI TVM¹ (Machine Learning Compiler plugin for Apache TVM), version 2.3.0.

What's Changed

New Features

• Add reference sample application for RZ/V2H in how-to
  • Classification (ResNet50)
  • Object Detection (YOLOv2)
  • Semantic Segmentation (DeepLabV3)
  • Pose Estimation (HRNet)
• Add confirmed AI models for RZ/V2H to docs/Model_List.md
• Support DRP-AI Translator i8 v1.02 and AI SDK v4.00

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1. DRP-AI TVM is powerd by EdgeCortix MERA(TM) Compiler Framework. ↩

DRP-AI TVM v2.2.1 release

DRP-AI TVM¹ (Machine Learning Compiler plugin for Apache TVM), version 2.2.1.

What's Changed

New Features

• For RZ/V2H, sparse mode is enabled as default.

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1. DRP-AI TVM is powerd by EdgeCortix MERA(TM) Compiler Framework. ↩

v2.2.0

DRP-AI TVM v2.2.0 releaseDRP-AI TVM¹ (Machine Learning Compiler plugin for Apache TVM), version 2.2.0.

What's Changed

New Features

• Support RZ/V2H
• Support pruning flow for RZ/V2H (option)
• Support interpreter mode (inference simulation function)
• Add object detection (YOLOX-s) reference sample application in how-to
• Add confirmed AI models to docs/Model_List.md

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1. DRP-AI TVM is powerd by EdgeCortix MERA(TM) Compiler Framework. ↩

DRP-AI TVM v1.1.1 release

DRP-AI TVM v1.1.1 release

DRP-AI TVM¹ (Machine Learning Compiler plugin for Apache TVM), version 1.1.1.

What's Changed

New Features

• Update the based Apache TVM to v 0.11.1

• Memory address for DRP-AI device supports relocatable

• Add semantic segmentation sample application in how-to

• Add confirmed AI models to docs/Model_List.md

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1. DRP-AI TVM is powerd by EdgeCortix MERA(TM) Compiler Framework. ↩

DRP-AI TVM v1.1.0 release

DRP-AI TVM¹ (Machine Learning Compiler plugin for Apache TVM), version 1.1.0.

What's Changed

New Features

• Support Tensorflow.

• Support Pre-processing runtime.

• Sample applications in how-to support RZ/V2L and RZ/V2M.

• Add RZ/V2L and RZ/V2M evaluation results to confirmed AI model list(docs/Model_List.md).

Known Issues

• An error occurs when compiling the Ultraface model of the sample application. If you want to try Ultraface, clone v1.0.4 and try it.

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1. DRP-AI TVM is powerd by EdgeCortix MERA(TM) Compiler Framework. ↩

DRP-AI TVM v1.0.4 release

DRP-AI TVM¹ (Machine Learning Compiler plugin for Apache TVM), version 1.0.4.

What's Changed

New Features

• Support RZ/V2L and RZ/V2M².

• Support Installation with Docker.

• Add Confirmed AI Models in docs/Model_List.md.

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1. DRP-AI TVM is powerd by EdgeCortix MERA(TM) Compiler Framework. ↩

2. Sample applications in how-to do not support RZ/V2L and RZ/V2M. They will be supported in the next release. ↩

DRP-AI TVM v1.0.3 release

DRP-AI TVM ¹ (Machine Learning Compiler plugin for Apache TVM), version 1.0.3.

What's Changed

New Features

• Add AI Sample Applications (Hand Landmark Localization, Emotion Recognition, Classification) in how-to.

• Add Confirmed AI Models in docs/Model_List.md.

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1. DRP-AI TVM is powerd by EdgeCortix MERA(TM) Compiler Framework. ↩

DRP-AI TVM v1.0.2 release

DRP-AI TVM ¹ (Machine Learning Compiler plugin for Apache TVM), version 1.0.2.

What's Changed

New Features

• Add AI Sample Applications (Object Detection, 2D Pose Estimation and Face Detection) in how-to.

• Add Confirmed AI Models in docs/Model_List.md.

Other Changes

• Move Instruction of Installation from README.md to setup/README.md.

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1. DRP-AI TVM is powerd by EdgeCortix MERA(TM) Compiler Framework. ↩