| 11/15/2021 Version
1.4.1 |
|
Quantizing the Model
|
Updated vai_q_tensorflow2 Supported Operations and APIs
section |
| 07/22/2021 Version
1.4 |
|
Vitis AI Overview
|
Added Versal AI Core Series: DPUCVDX8G section |
|
TensorFlow 2.x Version (vai_q_tensorflow2)
|
Added vai_q_tensorflow2 Quantization Aware Training, Quantizing with Custom Layers, and vai_q_tensorflow2 Usage
sections |
|
PyTorch Version (vai_q_pytorch)
|
Updated vai_q_pytorch QAT
|
|
Deploying and Running the Model
|
Updated Apache TVM, Microsoft ONNX Runtime, and TensorFlow Lite
|
|
Profiling the Model
|
Added Text Summary
Updated VAI Trace Usage
|
| 02/03/2021 Version 1.3 |
| Entire document |
Updated links |
| 12/17/2020 Version
1.3 |
| Entire document |
Minor changes |
|
Deep-Learning Processor Unit
|
Added new topics: Alveo U200/U250 Card: DPUCADF8H, Alveo U50/U50LV/U280 Card: DPUCAHX8L,
and Versal AI Core Series: DPUCVDX8G. |
|
TensorFlow 2.x Version (vai_q_tensorflow2)
|
Added new section |
|
PyTorch Version (vai_q_pytorch)
|
Added new topics: Module Partial Quantization, vai_q_pytorch Fast Finetuning,
and vai_q_pytorch QAT. |
|
Compiling the Model
|
Added new section: Compiling with an XIR-based Toolchain. |
|
Integrating the DPU into Custom Platforms
|
Added new chapter. |
|
VART Programming APIs
|
Added new section: VART APIs. |
| 07/21/2020 Version
1.2 |
| Entire document |
Minor changes |
| 07/07/2020 Version
1.2 |
| Entire document |
- Added Vitis AI Profiler topic.
- Added Vitis AI unified API introduction.
|
|
DPU Naming
|
Added new topic |
|
Getting Started
|
Updated the chapter |
| 03/23/2020 Version
1.1 |
|
DPUCAHX8H
|
Added new topic |
| Entire document |
Added contents for Alveo U50 support, U50 DPUV3
enablement, including compiler usage and model deployment description. |