{"adoption": {"forks": 272, "observed_at": "2026-08-28T04:05:56.392186+00:00", "stars": 1934}, "canonical_url": "https://ross.abutalabs.com/products/likwid", "card": {"archived": false, "artifact_type": "cli-tool", "description": "Performance monitoring and benchmarking suite", "domain": ["performance", "developer-tools"], "enriched": true, "function": ["benchmarking", "monitoring", "developer-tools"], "health_score": 99, "homepage": "https://hpc.fau.de/research/tools/likwid/", "language": "C", "license": "GPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["RRZE-HPC/likwid"], "name": "RRZE-HPC/likwid", "platform": ["cli"], "pushed_at": "2026-08-19T14:16:28+00:00", "repo": "RRZE-HPC/likwid", "stars": 1934, "tags": ["hardware-performance-counters", "profiling", "hpc", "numa", "cpu-pinning", "rapl", "openmp", "mpi", "microbenchmarking", "command-line", "linux"], "topics": ["likwid", "hardware-performance-counters", "threading", "x86", "c", "lua", "hwloc", "linux", "pin", "assembly", "benchmarking", "instrumentation", "profiling", "performance-engineering", "performance-analysis", "armv8", "power9", "nvidia-gpu", "amd-gpu"], "urls": [], "use_cases": ["measure hardware performance counters for my application", "pin threads of an OpenMP program to specific cores", "print CPU cache and NUMA topology", "read RAPL energy consumption of a workload", "run micro-benchmarks for CPU architectures", "control CPU and uncore frequencies", "profile HPC application performance on a cluster"], "what_it_is": "LIKWID is a command-line tool suite and library for performance-oriented programmers on Linux, supporting Intel, AMD, ARMv8, and POWER9 CPUs plus Nvidia and AMD GPUs. It provides hardware performance counter measurement, CPU pinning, topology inspection, energy monitoring, and micro-benchmarking.", "when_to_avoid": ["you need profiling on Windows or macOS", "you want a GUI-based profiler", "your workload is GPU-only without supported Nvidia/AMD GPUs"], "when_to_choose": ["you need low-level hardware counter profiling on Linux x86, ARM, or POWER", "you are doing HPC performance engineering or teaching", "you want thread pinning and NUMA memory management tools"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/likwid", "repo": "RRZE-HPC/likwid", "role": "main", "score": 90}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:08:28.801641+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9d72460956390eed0f85795e719610cb505ad446a97f103ee5a6594c2c1b3d1f", "fetched_at": "2026-08-28T04:05:56.392186+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RRZE-HPC/likwid"}, {"content_hash": "c1be60a0f9764448553d381c34845ed29dff7f84cbf5b24d1bec0f2746111f8c", "fetched_at": "2026-08-29T10:48:24.798632+00:00", "kind": "homepage", "missing": false, "url": "https://hpc.fau.de/research/tools/likwid/"}, {"content_hash": "84f89e39af2700ada61061e05f4bb5b83a845e6c2be4003092cd0c7ba4b53249", "fetched_at": "2026-08-29T10:48:24.806667+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/funding"}, {"content_hash": "06b13d45245e1829803809f9e21f66923b3f67589b79d96e35e050c94cad924f", "fetched_at": "2026-08-29T10:48:24.808932+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/liaison-scientists"}, {"content_hash": "694fbc3402d9c1471126ffd387e0a2d341762fca4f3952416db25096845d9520", "fetched_at": "2026-08-29T10:48:24.811507+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/nhr-graduate-school"}, {"content_hash": "8f291748d6c7799b4e9ddeb692a55e95d4222a2ada9700c10e063697c0c4c46f", "fetched_at": "2026-08-29T10:48:24.813865+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/nhr-compute-time-projects/list-of-well-known-codes"}, {"content_hash": "c02d53315cf2b54ae84fd2976cc7f88f04e3fd2e0ce83d0a9a47755262f4de54", "fetched_at": "2026-08-29T10:48:24.815830+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-bochicchio-professorship-of-computational-biology"}, {"content_hash": "c0dc5337fd6be118411cf7ff0dd2149e8643971e761a22d10e709b6f76e83c66", "fetched_at": "2026-08-29T10:48:24.818072+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-horn-bioinformatics"}, {"content_hash": "8498b639504115fbcf77d3546eb43c67a3d5d3f450e85799e492da084e2d6ec7", "fetched_at": "2026-08-29T10:48:24.801638+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/faq"}, {"content_hash": "ec77649b4cf2cc909fcb324f86342b17dce2297e870774243d26926554875bcc", "fetched_at": "2026-08-29T10:48:24.804759+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/clusters/overview"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:08:28.801641+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9d72460956390eed0f85795e719610cb505ad446a97f103ee5a6594c2c1b3d1f", "fetched_at": "2026-08-28T04:05:56.392186+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RRZE-HPC/likwid"}, {"content_hash": "c1be60a0f9764448553d381c34845ed29dff7f84cbf5b24d1bec0f2746111f8c", "fetched_at": "2026-08-29T10:48:24.798632+00:00", "kind": "homepage", "missing": false, "url": "https://hpc.fau.de/research/tools/likwid/"}, {"content_hash": "84f89e39af2700ada61061e05f4bb5b83a845e6c2be4003092cd0c7ba4b53249", "fetched_at": "2026-08-29T10:48:24.806667+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/funding"}, {"content_hash": "06b13d45245e1829803809f9e21f66923b3f67589b79d96e35e050c94cad924f", "fetched_at": "2026-08-29T10:48:24.808932+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/liaison-scientists"}, {"content_hash": "694fbc3402d9c1471126ffd387e0a2d341762fca4f3952416db25096845d9520", "fetched_at": "2026-08-29T10:48:24.811507+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/nhr-graduate-school"}, {"content_hash": "8f291748d6c7799b4e9ddeb692a55e95d4222a2ada9700c10e063697c0c4c46f", "fetched_at": "2026-08-29T10:48:24.813865+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/nhr-compute-time-projects/list-of-well-known-codes"}, {"content_hash": "c02d53315cf2b54ae84fd2976cc7f88f04e3fd2e0ce83d0a9a47755262f4de54", "fetched_at": "2026-08-29T10:48:24.815830+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-bochicchio-professorship-of-computational-biology"}, {"content_hash": "c0dc5337fd6be118411cf7ff0dd2149e8643971e761a22d10e709b6f76e83c66", "fetched_at": "2026-08-29T10:48:24.818072+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-horn-bioinformatics"}, {"content_hash": "8498b639504115fbcf77d3546eb43c67a3d5d3f450e85799e492da084e2d6ec7", "fetched_at": "2026-08-29T10:48:24.801638+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/faq"}, {"content_hash": "ec77649b4cf2cc909fcb324f86342b17dce2297e870774243d26926554875bcc", "fetched_at": "2026-08-29T10:48:24.804759+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/clusters/overview"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:08:28.801641+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9d72460956390eed0f85795e719610cb505ad446a97f103ee5a6594c2c1b3d1f", "fetched_at": "2026-08-28T04:05:56.392186+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RRZE-HPC/likwid"}, {"content_hash": "c1be60a0f9764448553d381c34845ed29dff7f84cbf5b24d1bec0f2746111f8c", "fetched_at": "2026-08-29T10:48:24.798632+00:00", "kind": "homepage", "missing": false, "url": "https://hpc.fau.de/research/tools/likwid/"}, {"content_hash": "84f89e39af2700ada61061e05f4bb5b83a845e6c2be4003092cd0c7ba4b53249", "fetched_at": "2026-08-29T10:48:24.806667+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/funding"}, {"content_hash": "06b13d45245e1829803809f9e21f66923b3f67589b79d96e35e050c94cad924f", "fetched_at": "2026-08-29T10:48:24.808932+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/liaison-scientists"}, {"content_hash": "694fbc3402d9c1471126ffd387e0a2d341762fca4f3952416db25096845d9520", "fetched_at": "2026-08-29T10:48:24.811507+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/nhr-graduate-school"}, {"content_hash": "8f291748d6c7799b4e9ddeb692a55e95d4222a2ada9700c10e063697c0c4c46f", "fetched_at": "2026-08-29T10:48:24.813865+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/nhr-compute-time-projects/list-of-well-known-codes"}, {"content_hash": "c02d53315cf2b54ae84fd2976cc7f88f04e3fd2e0ce83d0a9a47755262f4de54", "fetched_at": "2026-08-29T10:48:24.815830+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-bochicchio-professorship-of-computational-biology"}, {"content_hash": "c0dc5337fd6be118411cf7ff0dd2149e8643971e761a22d10e709b6f76e83c66", "fetched_at": "2026-08-29T10:48:24.818072+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-horn-bioinformatics"}, {"content_hash": "8498b639504115fbcf77d3546eb43c67a3d5d3f450e85799e492da084e2d6ec7", "fetched_at": "2026-08-29T10:48:24.801638+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/faq"}, {"content_hash": "ec77649b4cf2cc909fcb324f86342b17dce2297e870774243d26926554875bcc", "fetched_at": "2026-08-29T10:48:24.804759+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/clusters/overview"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:08:28.801641+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9d72460956390eed0f85795e719610cb505ad446a97f103ee5a6594c2c1b3d1f", "fetched_at": "2026-08-28T04:05:56.392186+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RRZE-HPC/likwid"}, {"content_hash": "c1be60a0f9764448553d381c34845ed29dff7f84cbf5b24d1bec0f2746111f8c", "fetched_at": "2026-08-29T10:48:24.798632+00:00", "kind": "homepage", "missing": false, "url": "https://hpc.fau.de/research/tools/likwid/"}, {"content_hash": "84f89e39af2700ada61061e05f4bb5b83a845e6c2be4003092cd0c7ba4b53249", "fetched_at": "2026-08-29T10:48:24.806667+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/funding"}, {"content_hash": "06b13d45245e1829803809f9e21f66923b3f67589b79d96e35e050c94cad924f", "fetched_at": "2026-08-29T10:48:24.808932+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/liaison-scientists"}, {"content_hash": "694fbc3402d9c1471126ffd387e0a2d341762fca4f3952416db25096845d9520", "fetched_at": "2026-08-29T10:48:24.811507+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/nhr-graduate-school"}, {"content_hash": "8f291748d6c7799b4e9ddeb692a55e95d4222a2ada9700c10e063697c0c4c46f", "fetched_at": "2026-08-29T10:48:24.813865+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/nhr-compute-time-projects/list-of-well-known-codes"}, {"content_hash": "c02d53315cf2b54ae84fd2976cc7f88f04e3fd2e0ce83d0a9a47755262f4de54", "fetched_at": "2026-08-29T10:48:24.815830+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-bochicchio-professorship-of-computational-biology"}, {"content_hash": "c0dc5337fd6be118411cf7ff0dd2149e8643971e761a22d10e709b6f76e83c66", "fetched_at": "2026-08-29T10:48:24.818072+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-horn-bioinformatics"}, {"content_hash": "8498b639504115fbcf77d3546eb43c67a3d5d3f450e85799e492da084e2d6ec7", "fetched_at": "2026-08-29T10:48:24.801638+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/faq"}, {"content_hash": "ec77649b4cf2cc909fcb324f86342b17dce2297e870774243d26926554875bcc", "fetched_at": "2026-08-29T10:48:24.804759+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/clusters/overview"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:08:28.801641+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9d72460956390eed0f85795e719610cb505ad446a97f103ee5a6594c2c1b3d1f", "fetched_at": "2026-08-28T04:05:56.392186+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RRZE-HPC/likwid"}, {"content_hash": "c1be60a0f9764448553d381c34845ed29dff7f84cbf5b24d1bec0f2746111f8c", "fetched_at": "2026-08-29T10:48:24.798632+00:00", "kind": "homepage", "missing": false, "url": "https://hpc.fau.de/research/tools/likwid/"}, {"content_hash": "84f89e39af2700ada61061e05f4bb5b83a845e6c2be4003092cd0c7ba4b53249", "fetched_at": "2026-08-29T10:48:24.806667+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/funding"}, {"content_hash": "06b13d45245e1829803809f9e21f66923b3f67589b79d96e35e050c94cad924f", "fetched_at": "2026-08-29T10:48:24.808932+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/liaison-scientists"}, {"content_hash": "694fbc3402d9c1471126ffd387e0a2d341762fca4f3952416db25096845d9520", "fetched_at": "2026-08-29T10:48:24.811507+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/nhr-graduate-school"}, {"content_hash": "8f291748d6c7799b4e9ddeb692a55e95d4222a2ada9700c10e063697c0c4c46f", "fetched_at": "2026-08-29T10:48:24.813865+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/nhr-compute-time-projects/list-of-well-known-codes"}, {"content_hash": "c02d53315cf2b54ae84fd2976cc7f88f04e3fd2e0ce83d0a9a47755262f4de54", "fetched_at": "2026-08-29T10:48:24.815830+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-bochicchio-professorship-of-computational-biology"}, {"content_hash": "c0dc5337fd6be118411cf7ff0dd2149e8643971e761a22d10e709b6f76e83c66", "fetched_at": "2026-08-29T10:48:24.818072+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-horn-bioinformatics"}, {"content_hash": "8498b639504115fbcf77d3546eb43c67a3d5d3f450e85799e492da084e2d6ec7", "fetched_at": "2026-08-29T10:48:24.801638+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/faq"}, {"content_hash": "ec77649b4cf2cc909fcb324f86342b17dce2297e870774243d26926554875bcc", "fetched_at": "2026-08-29T10:48:24.804759+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/clusters/overview"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:08:28.801641+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9d72460956390eed0f85795e719610cb505ad446a97f103ee5a6594c2c1b3d1f", "fetched_at": "2026-08-28T04:05:56.392186+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RRZE-HPC/likwid"}, {"content_hash": "c1be60a0f9764448553d381c34845ed29dff7f84cbf5b24d1bec0f2746111f8c", "fetched_at": "2026-08-29T10:48:24.798632+00:00", "kind": "homepage", "missing": false, "url": "https://hpc.fau.de/research/tools/likwid/"}, {"content_hash": "84f89e39af2700ada61061e05f4bb5b83a845e6c2be4003092cd0c7ba4b53249", "fetched_at": "2026-08-29T10:48:24.806667+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/funding"}, {"content_hash": "06b13d45245e1829803809f9e21f66923b3f67589b79d96e35e050c94cad924f", "fetched_at": "2026-08-29T10:48:24.808932+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/liaison-scientists"}, {"content_hash": "694fbc3402d9c1471126ffd387e0a2d341762fca4f3952416db25096845d9520", "fetched_at": "2026-08-29T10:48:24.811507+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/nhr-graduate-school"}, {"content_hash": "8f291748d6c7799b4e9ddeb692a55e95d4222a2ada9700c10e063697c0c4c46f", "fetched_at": "2026-08-29T10:48:24.813865+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/nhr-compute-time-projects/list-of-well-known-codes"}, {"content_hash": "c02d53315cf2b54ae84fd2976cc7f88f04e3fd2e0ce83d0a9a47755262f4de54", "fetched_at": "2026-08-29T10:48:24.815830+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-bochicchio-professorship-of-computational-biology"}, {"content_hash": "c0dc5337fd6be118411cf7ff0dd2149e8643971e761a22d10e709b6f76e83c66", "fetched_at": "2026-08-29T10:48:24.818072+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-horn-bioinformatics"}, {"content_hash": "8498b639504115fbcf77d3546eb43c67a3d5d3f450e85799e492da084e2d6ec7", "fetched_at": "2026-08-29T10:48:24.801638+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/faq"}, {"content_hash": "ec77649b4cf2cc909fcb324f86342b17dce2297e870774243d26926554875bcc", "fetched_at": "2026-08-29T10:48:24.804759+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/clusters/overview"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:56.392186+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:08:28.801641+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9d72460956390eed0f85795e719610cb505ad446a97f103ee5a6594c2c1b3d1f", "fetched_at": "2026-08-28T04:05:56.392186+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RRZE-HPC/likwid"}, {"content_hash": "c1be60a0f9764448553d381c34845ed29dff7f84cbf5b24d1bec0f2746111f8c", "fetched_at": "2026-08-29T10:48:24.798632+00:00", "kind": "homepage", "missing": false, "url": "https://hpc.fau.de/research/tools/likwid/"}, {"content_hash": "84f89e39af2700ada61061e05f4bb5b83a845e6c2be4003092cd0c7ba4b53249", "fetched_at": "2026-08-29T10:48:24.806667+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/funding"}, {"content_hash": "06b13d45245e1829803809f9e21f66923b3f67589b79d96e35e050c94cad924f", "fetched_at": "2026-08-29T10:48:24.808932+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/liaison-scientists"}, {"content_hash": "694fbc3402d9c1471126ffd387e0a2d341762fca4f3952416db25096845d9520", "fetched_at": "2026-08-29T10:48:24.811507+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/nhr-graduate-school"}, {"content_hash": "8f291748d6c7799b4e9ddeb692a55e95d4222a2ada9700c10e063697c0c4c46f", "fetched_at": "2026-08-29T10:48:24.813865+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/nhr-compute-time-projects/list-of-well-known-codes"}, {"content_hash": "c02d53315cf2b54ae84fd2976cc7f88f04e3fd2e0ce83d0a9a47755262f4de54", "fetched_at": "2026-08-29T10:48:24.815830+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-bochicchio-professorship-of-computational-biology"}, {"content_hash": "c0dc5337fd6be118411cf7ff0dd2149e8643971e761a22d10e709b6f76e83c66", "fetched_at": "2026-08-29T10:48:24.818072+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-horn-bioinformatics"}, {"content_hash": "8498b639504115fbcf77d3546eb43c67a3d5d3f450e85799e492da084e2d6ec7", "fetched_at": "2026-08-29T10:48:24.801638+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/faq"}, {"content_hash": "ec77649b4cf2cc909fcb324f86342b17dce2297e870774243d26926554875bcc", "fetched_at": "2026-08-29T10:48:24.804759+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/clusters/overview"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:08:28.801641+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9d72460956390eed0f85795e719610cb505ad446a97f103ee5a6594c2c1b3d1f", "fetched_at": "2026-08-28T04:05:56.392186+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RRZE-HPC/likwid"}, {"content_hash": "c1be60a0f9764448553d381c34845ed29dff7f84cbf5b24d1bec0f2746111f8c", "fetched_at": "2026-08-29T10:48:24.798632+00:00", "kind": "homepage", "missing": false, "url": "https://hpc.fau.de/research/tools/likwid/"}, {"content_hash": "84f89e39af2700ada61061e05f4bb5b83a845e6c2be4003092cd0c7ba4b53249", "fetched_at": "2026-08-29T10:48:24.806667+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/funding"}, {"content_hash": "06b13d45245e1829803809f9e21f66923b3f67589b79d96e35e050c94cad924f", "fetched_at": "2026-08-29T10:48:24.808932+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/liaison-scientists"}, {"content_hash": "694fbc3402d9c1471126ffd387e0a2d341762fca4f3952416db25096845d9520", "fetched_at": "2026-08-29T10:48:24.811507+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/nhr-graduate-school"}, {"content_hash": "8f291748d6c7799b4e9ddeb692a55e95d4222a2ada9700c10e063697c0c4c46f", "fetched_at": "2026-08-29T10:48:24.813865+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/nhr-compute-time-projects/list-of-well-known-codes"}, {"content_hash": "c02d53315cf2b54ae84fd2976cc7f88f04e3fd2e0ce83d0a9a47755262f4de54", "fetched_at": "2026-08-29T10:48:24.815830+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-bochicchio-professorship-of-computational-biology"}, {"content_hash": "c0dc5337fd6be118411cf7ff0dd2149e8643971e761a22d10e709b6f76e83c66", "fetched_at": "2026-08-29T10:48:24.818072+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-horn-bioinformatics"}, {"content_hash": "8498b639504115fbcf77d3546eb43c67a3d5d3f450e85799e492da084e2d6ec7", "fetched_at": "2026-08-29T10:48:24.801638+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/faq"}, {"content_hash": "ec77649b4cf2cc909fcb324f86342b17dce2297e870774243d26926554875bcc", "fetched_at": "2026-08-29T10:48:24.804759+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/clusters/overview"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:08:28.801641+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9d72460956390eed0f85795e719610cb505ad446a97f103ee5a6594c2c1b3d1f", "fetched_at": "2026-08-28T04:05:56.392186+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RRZE-HPC/likwid"}, {"content_hash": "c1be60a0f9764448553d381c34845ed29dff7f84cbf5b24d1bec0f2746111f8c", "fetched_at": "2026-08-29T10:48:24.798632+00:00", "kind": "homepage", "missing": false, "url": "https://hpc.fau.de/research/tools/likwid/"}, {"content_hash": "84f89e39af2700ada61061e05f4bb5b83a845e6c2be4003092cd0c7ba4b53249", "fetched_at": "2026-08-29T10:48:24.806667+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/funding"}, {"content_hash": "06b13d45245e1829803809f9e21f66923b3f67589b79d96e35e050c94cad924f", "fetched_at": "2026-08-29T10:48:24.808932+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/liaison-scientists"}, {"content_hash": "694fbc3402d9c1471126ffd387e0a2d341762fca4f3952416db25096845d9520", "fetched_at": "2026-08-29T10:48:24.811507+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/nhr-graduate-school"}, {"content_hash": "8f291748d6c7799b4e9ddeb692a55e95d4222a2ada9700c10e063697c0c4c46f", "fetched_at": "2026-08-29T10:48:24.813865+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/nhr-compute-time-projects/list-of-well-known-codes"}, {"content_hash": "c02d53315cf2b54ae84fd2976cc7f88f04e3fd2e0ce83d0a9a47755262f4de54", "fetched_at": "2026-08-29T10:48:24.815830+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-bochicchio-professorship-of-computational-biology"}, {"content_hash": "c0dc5337fd6be118411cf7ff0dd2149e8643971e761a22d10e709b6f76e83c66", "fetched_at": "2026-08-29T10:48:24.818072+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-horn-bioinformatics"}, {"content_hash": "8498b639504115fbcf77d3546eb43c67a3d5d3f450e85799e492da084e2d6ec7", "fetched_at": "2026-08-29T10:48:24.801638+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/faq"}, {"content_hash": "ec77649b4cf2cc909fcb324f86342b17dce2297e870774243d26926554875bcc", "fetched_at": "2026-08-29T10:48:24.804759+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/clusters/overview"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:08:28.801641+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9d72460956390eed0f85795e719610cb505ad446a97f103ee5a6594c2c1b3d1f", "fetched_at": "2026-08-28T04:05:56.392186+00:00", "kind": "readme", "missing": false, "url": "https://github.com/RRZE-HPC/likwid"}, {"content_hash": "c1be60a0f9764448553d381c34845ed29dff7f84cbf5b24d1bec0f2746111f8c", "fetched_at": "2026-08-29T10:48:24.798632+00:00", "kind": "homepage", "missing": false, "url": "https://hpc.fau.de/research/tools/likwid/"}, {"content_hash": "84f89e39af2700ada61061e05f4bb5b83a845e6c2be4003092cd0c7ba4b53249", "fetched_at": "2026-08-29T10:48:24.806667+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/funding"}, {"content_hash": "06b13d45245e1829803809f9e21f66923b3f67589b79d96e35e050c94cad924f", "fetched_at": "2026-08-29T10:48:24.808932+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/liaison-scientists"}, {"content_hash": "694fbc3402d9c1471126ffd387e0a2d341762fca4f3952416db25096845d9520", "fetched_at": "2026-08-29T10:48:24.811507+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/people/nhr-graduate-school"}, {"content_hash": "8f291748d6c7799b4e9ddeb692a55e95d4222a2ada9700c10e063697c0c4c46f", "fetched_at": "2026-08-29T10:48:24.813865+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/nhr-compute-time-projects/list-of-well-known-codes"}, {"content_hash": "c02d53315cf2b54ae84fd2976cc7f88f04e3fd2e0ce83d0a9a47755262f4de54", "fetched_at": "2026-08-29T10:48:24.815830+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-bochicchio-professorship-of-computational-biology"}, {"content_hash": "c0dc5337fd6be118411cf7ff0dd2149e8643971e761a22d10e709b6f76e83c66", "fetched_at": "2026-08-29T10:48:24.818072+00:00", "kind": "site_page", "missing": false, "url": "https://hpc.fau.de/about-us/hpc-usage-reports/biology-life-sciences-pharmacy/hpc-user-report-from-a-horn-bioinformatics"}, {"content_hash": "8498b639504115fbcf77d3546eb43c67a3d5d3f450e85799e492da084e2d6ec7", "fetched_at": "2026-08-29T10:48:24.801638+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/faq"}, {"content_hash": "ec77649b4cf2cc909fcb324f86342b17dce2297e870774243d26926554875bcc", "fetched_at": "2026-08-29T10:48:24.804759+00:00", "kind": "site_page", "missing": false, "url": "https://doc.nhr.fau.de/clusters/overview"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 98, "longevity": 100, "rhythm": 74}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 4139, "days_push": 14, "days_rel": 14, "gap_med": 138.0, "n_releases_24m": 5}, "score": 90, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}