AMDMIGraphX Versions Save

Improvements include...

Add GatherND operator (#1089) Add lane reduction (#1180) Expose get_queue method for context in API (#1161) ReverseSequence op (#1177) Refactor Pooling and implement ONNX LpPool and GlobalLpPool (#1152) Reduce with runtime compilation (#1150) Half2 overloads (#1157) Fix file download for resnet50 example (#1164) Fix problem with incomplete types with older clang versions (#1174) Fix out-of-bounds access when generate uses nonpacked tensors (#1160) parallelize the ref implementation of the gemm operator (#1142) scatter operator refactoring to include reduction (#1124) fix a bug in create tensor_view with vec data type (#1155) Fix comparisons in migraphx::value class (#1146) Python Binding for the Manual Graph Buidling (#1143)

Identical to 5.1.1

Full Changelog: https://github.com/ROCmSoftwarePlatform/AMDMIGraphX/compare/rocm-5.1.0...rocm-5.1.1

ABI version bumped to 2.1 Added ONNX Operators (HardSigmoid, SoftPlus, SoftSign, GreaterOrEqual, HardSwish, Mean) Changed MessagePack file extensions to mxr Updated Examples to include cppcheck Pointwise operator improvements included Clip, auto-vectorization, and Type enforcement Add assign_to method for C++ API Support nonstandard shapes for the Squeeze and Unsqueeze Operator Improved examples and Documentation CI and Build improvements

No changes since rocm-5.0.0

No changes since rocm-5.0.0

Support for ROCm Release 5.0.0

• Added ONNX Operators (Topk, Where, Loop, DepthToSpace, Multinominal, SpaceToDepth, Nonzero, ROIAlign, ThresholdedRelu, NonMaxSuppression (CPU), RandomNormal, RandomNormalLike, RandomUniform, and RandomUniformLike)
• ABI version bumped to 2.0
• Tool improvements (Batch size is now printed, Docker default moved to ROCm 4.5, Added support for ROCtx integration)
• Performance improvements
• Added --fp16 verify flag for reference validation
• Fix an issue that missed including the Half package as part of the install
• Added a new command to list supported ONNX Operators "migraphx-driver onnx --list"
• created macro to switch between OneDNN and ZenDNN API calls
• Improved examples and Documentation
• CI and Build improvements

Support for ROCm Release for 4.5.2

• Failing fusion plan workaround
• Install pcre from github since the ftp.pcre.org site is no longer available

ROCm Release for 4.5.0

• Moved migraphx to version 1.3
• Added support for Ubuntu 20.04
• Added support and updates for ONNX Operators scan, scatter, reverse, step, and flatten
• Improvements to build, reduced time required for model compile phase
• General improvements to Python and C++ examples along with adding Notebook and BERT SQuAD, NFNet, Unet, and 3DUnet examples
• Added Quantization support for FP16 operations
• Support running ONNXRT test suite
• Enhanced debug capabilities by logging time,
• Add support for step attribute for ONNX slice operator
• Internal Build / Test improvements

ROCm Release for 4.2.0