v1.4

What's Changed

• Merge dev into main for release by @LinusJungemann in #22

Full Changelog: v1.3...v1.4

v1.3

What's Changed

• Merge dev to main by @LinusJungemann in #19

Full Changelog: v1.2...v1.3

v1.2

What's Changed

• Merge dev into main for v1.2 release by @LinusJungemann in #13

Full Changelog: v1.1...v1.2

v1.1

• Remove hardcoded batch size from kernel execution

• Implement setBatchSize for complete Stack

• Remove RingBuffer from Synchronous Inference and add full batch mapping

• Deduplicate batchsize in basedriver & fix unittests

• Fix integrationtests

• Change input kernel code to run concurrrently to output kernel code

• Optimize inference of lower batch sizes

• Increase packing performance

• Further optimize OpenMP

• Optimize Utils

• Some small changes

• Add example data

• Small Amounts of cleanup

• Change Driver to run without XRT managed kernels

• Add more efficient version of execute method

• Hotfix FPGA bricking

• Simplify inference interface to speed up inference

• Update unittest

• Simplify code

• Update CMake

• Fix Release Build CMakeLists

• Fix wrong old variable names in CMake

• Fix formatting

• Change format target

Limitations:

• Only for XRT based platforms
• Only tested for Linux based operating systems
• Currently no support for external weights
• Asynchronous inference only partially implemented and completely untested -> Will be adressed in future release

v1.0

First release of the C++ driver for FINN.

Features:

• Most features of the Python driver for FINN
• A lot faster than the default Python driver
• Itegrated into FINN

Limitations:

• Only for XRT based platforms
• Only tested for Linux based operating systems
• Currently only partial batch support (Batched inputs are converted to single inputs backend, results in performance penalty for larger batches -> Will be adressed in future release)
• Asynchronous inference only partially implemented and completely untested -> Will be adressed in future release