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Matrix Core Programming on AMD CDNA3 and CDNA4 architecture

salykova.github.io · published 30 September 2025

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https://rocm.blogs.amd.com/software-tools-optimization/matrix-cores-cdna/README.html

rocm.blogs.amd.com

https://www.amd.com/content/dam/amd/en/documents/instinct-tech-docs/white-papers/amd-cdna-3-white-paper.pdf

amd.com

https://www.amd.com/content/dam/amd/en/documents/instinct-tech-docs/white-papers/amd-cdna-4-architecture-whitepaper.pdf

amd.com

https://www.opencompute.org/documents/ocp-microscaling-formats-mx-v1-0-spec-final-pdf

opencompute.org

https://onnx.ai/onnx/technical/float8.html

onnx.ai

https://asawicki.info/articles/fp8_tables.php

asawicki.info

https://rocm.docs.amd.com/projects/HIP/en/latest/reference/low_fp_types.html

rocm.docs.amd.com

https://www.amd.com/content/dam/amd/en/documents/instinct-tech-docs/instruction-set-architectures/amd-instinct-mi300-cdna3-instruction-set-architecture.pdf

amd.com

https://www.amd.com/content/dam/amd/en/documents/instinct-tech-docs/instruction-set-architectures/amd-instinct-cdna4-instruction-set-architecture.pdf

amd.com

https://github.com/llvm/llvm-project/blob/main/clang/include/clang/Basic/BuiltinsAMDGPU.def

github.com

https://rocm.blogs.amd.com/software-tools-optimization/matrix-cores/README.html

rocm.blogs.amd.com

https://gpuopen.com/learn/using_matrix_core_amd_rdna4

gpuopen.com

https://github.com/ROCm/amd_matrix_instruction_calculator

github.com