HeteroFlow

Code in this repo is for artifact evaluation of the paper HeteroFlow: An Accelerator Programming Model with Decoupled Data Placement for Software-Defined FPGAs

For the compiler source code and pre-trained model release, please refer to our repository. In the repo, we only include the dataset, compiler-optimized HLS code, and pre-compiled bitstream.

Structure

Dependency

Usage

First, make sure to import the right model. This can be done by choosing the candidates in line 27 in the training script cifar10.py.

Software Emulation:

• Run ``

Hardware Execution:

• Step 1: setup the en

Results

Dataset: CIFAR-10; Model: ResNet-20

Model	Top-1 %
binput; W/A=1/1.4 (PG)	89.1