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Handles installation and source compilation of ROCm-DS components via conda, PyPI, or source builds.
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Basado en la clasificación ocupacional SOC
Placeholder skill description.
Verifies whether a requested ROCm-DS workflow is officially supported, source-build feasible, or experimental on the target system.
Migrates pandas-like workflows to hipDF and cudf.pandas style acceleration, auditing for unsupported features.
Leverages GPU acceleration to process and analyze complex graph structures using hipGRAPH. Note: hipGRAPH is early access.
Utilizes the HIP Memory Manager (hipMM) for advanced GPU memory pooling, efficient allocation, and data movement.
Utilizes hipRAFT for foundational, reusable GPU-accelerated primitives like clustering, dimensionality reduction, and statistical operations.
| name | install-build |
| description | Handles installation and source compilation of ROCm-DS components via conda, PyPI, or source builds. |
| tools | ["bash","python","git"] |
| inputs | ["component","environment_facts","build_flags"] |
| outputs | ["installation_status","build_logs"] |
| tags | ["rocm","rocm-ds","build","install"] |
Execute end-user installations (via conda/PyPI) or from-source builds for ROCm-DS components, handling architecture-specific flags.
--gpu-arch), and compile.