菜单
Migrates pandas-like workflows to hipDF and cudf.pandas style acceleration, auditing for unsupported features.
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基于 SOC 职业分类
Placeholder skill description.
Verifies whether a requested ROCm-DS workflow is officially supported, source-build feasible, or experimental on the target system.
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.
Selects, builds, benchmarks, and validates hipVS ANN indexes and query paths for ROCm-DS workloads.
| name | hipdf-pandas-port |
| description | Migrates pandas-like workflows to hipDF and cudf.pandas style acceleration, auditing for unsupported features. |
| tools | ["bash","python"] |
| inputs | ["source_scripts"] |
| outputs | ["porting_report","migrated_scripts"] |
| tags | ["rocm","rocm-ds","hipdf","pandas"] |
Accelerate tabular workflows by porting pandas code to hipDF.
