IMEX v0.2

drprajap released this 28 Apr 19:06

· 409 commits to main since this release

d31a425

Preview release of Intel® Extension for MLIR (IMEX)

Fixes / Improvements

Highlights

BF16 Support
Performance benchmark for popular models - elementwise, reduction, softmax, transpose, kloop
Caching for level-zero/sycl runtime compilation
Fix GPU memory leak
Change to Synchronous queue for Level-zero runtime to fix sporadic issues with GPU tests

List of all changes

Dependencies revisions

Project	Revision
LLVM Project	d2a559f

Supported configurations

Ubuntu 20.04 LTS
x86 CPU
Intel® Data Center GPU Flex Series or Intel® Data Center GPU Max Series

Supported data types for GPU

FP32
FP16
BF16
I32
I16
I8

Dependencies for GPU execution

GPU execution supports two different wrapper libraries for interacting with GPU. Level Zero and Sycl wrapper libraries.

oneAPI Level Zero: https://github.com/oneapi-src/level-zero (Required for both Level Zero and Sycl wrapper)
Intel® oneAPI DPC++/C++ Compiler: https://www.intel.com/content/www/us/en/developer/articles/tool/oneapi-standalone-components.html#dpcpp-cpp (Required for Sycl wrapper)

Assets 2