{"adoption": {"forks": 131, "observed_at": "2026-08-28T04:04:00.901579+00:00", "stars": 1214}, "canonical_url": "https://ross.abutalabs.com/products/gputil", "card": {"archived": false, "artifact_type": "library", "description": "A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python", "domain": ["gpu-computing", "machine-learning", "developer-tools"], "enriched": true, "function": ["monitoring", "gpu-computing", "machine-learning"], "health_score": 76, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["anderskm/gputil"], "name": "anderskm/gputil", "platform": ["python", "windows"], "pushed_at": "2026-07-18T05:34:16+00:00", "repo": "anderskm/gputil", "stars": 1214, "tags": ["nvidia", "nvidia-smi", "gpu-status", "gpu-selection", "cuda", "system-monitoring", "linux", "macos"], "topics": [], "urls": [], "use_cases": ["find a free nvidia gpu before launching a training job", "monitor gpu memory and load from python", "select the least utilized gpu in tensorflow or pytorch", "check gpu utilization programmatically", "restrict a script to a single available gpu", "monitor gpu usage in a background thread"], "what_it_is": "GPUtil is a Python module that queries NVIDIA GPU status (memory usage, load, availability) by wrapping the nvidia-smi command-line tool. It returns an ordered list of available GPUs, primarily intended for GPU selection in deep learning workflows.", "when_to_avoid": ["you need AMD, Intel, or Apple Silicon GPU monitoring", "you want fine-grained metrics or process-level GPU data beyond what nvidia-smi exposes", "you need an actively developed library with modern feature support"], "when_to_choose": ["you need a lightweight, dependency-free way to query NVIDIA GPU status in Python", "you want to automatically pick an available GPU for deep learning workloads", "you need Python 2 and 3 compatibility for GPU discovery"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/gputil", "repo": "anderskm/gputil", "role": "main", "score": 65}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:17:20.934099+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fcdfed837f4538c8f92374d3e67b1f099edeffc3898c9a4f4d3ff6709681e2b8", "fetched_at": "2026-08-28T04:04:00.901579+00:00", "kind": "readme", "missing": false, "url": "https://github.com/anderskm/gputil"}, {"content_hash": "b88ca4c313e210c1132cf36ff581d81da8734cfd50705ac1b49785cd2ee79654", "fetched_at": "2026-08-29T12:25:30.908583+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/gputil/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:17:20.934099+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fcdfed837f4538c8f92374d3e67b1f099edeffc3898c9a4f4d3ff6709681e2b8", "fetched_at": "2026-08-28T04:04:00.901579+00:00", "kind": "readme", "missing": false, "url": "https://github.com/anderskm/gputil"}, {"content_hash": "b88ca4c313e210c1132cf36ff581d81da8734cfd50705ac1b49785cd2ee79654", "fetched_at": "2026-08-29T12:25:30.908583+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/gputil/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:17:20.934099+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fcdfed837f4538c8f92374d3e67b1f099edeffc3898c9a4f4d3ff6709681e2b8", "fetched_at": "2026-08-28T04:04:00.901579+00:00", "kind": "readme", "missing": false, "url": "https://github.com/anderskm/gputil"}, {"content_hash": "b88ca4c313e210c1132cf36ff581d81da8734cfd50705ac1b49785cd2ee79654", "fetched_at": "2026-08-29T12:25:30.908583+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/gputil/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:17:20.934099+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fcdfed837f4538c8f92374d3e67b1f099edeffc3898c9a4f4d3ff6709681e2b8", "fetched_at": "2026-08-28T04:04:00.901579+00:00", "kind": "readme", "missing": false, "url": "https://github.com/anderskm/gputil"}, {"content_hash": "b88ca4c313e210c1132cf36ff581d81da8734cfd50705ac1b49785cd2ee79654", "fetched_at": "2026-08-29T12:25:30.908583+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/gputil/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:17:20.934099+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fcdfed837f4538c8f92374d3e67b1f099edeffc3898c9a4f4d3ff6709681e2b8", "fetched_at": "2026-08-28T04:04:00.901579+00:00", "kind": "readme", "missing": false, "url": "https://github.com/anderskm/gputil"}, {"content_hash": "b88ca4c313e210c1132cf36ff581d81da8734cfd50705ac1b49785cd2ee79654", "fetched_at": "2026-08-29T12:25:30.908583+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/gputil/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:17:20.934099+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fcdfed837f4538c8f92374d3e67b1f099edeffc3898c9a4f4d3ff6709681e2b8", "fetched_at": "2026-08-28T04:04:00.901579+00:00", "kind": "readme", "missing": false, "url": "https://github.com/anderskm/gputil"}, {"content_hash": "b88ca4c313e210c1132cf36ff581d81da8734cfd50705ac1b49785cd2ee79654", "fetched_at": "2026-08-29T12:25:30.908583+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/gputil/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.901579+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:17:20.934099+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fcdfed837f4538c8f92374d3e67b1f099edeffc3898c9a4f4d3ff6709681e2b8", "fetched_at": "2026-08-28T04:04:00.901579+00:00", "kind": "readme", "missing": false, "url": "https://github.com/anderskm/gputil"}, {"content_hash": "b88ca4c313e210c1132cf36ff581d81da8734cfd50705ac1b49785cd2ee79654", "fetched_at": "2026-08-29T12:25:30.908583+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/gputil/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:17:20.934099+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fcdfed837f4538c8f92374d3e67b1f099edeffc3898c9a4f4d3ff6709681e2b8", "fetched_at": "2026-08-28T04:04:00.901579+00:00", "kind": "readme", "missing": false, "url": "https://github.com/anderskm/gputil"}, {"content_hash": "b88ca4c313e210c1132cf36ff581d81da8734cfd50705ac1b49785cd2ee79654", "fetched_at": "2026-08-29T12:25:30.908583+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/gputil/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:17:20.934099+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fcdfed837f4538c8f92374d3e67b1f099edeffc3898c9a4f4d3ff6709681e2b8", "fetched_at": "2026-08-28T04:04:00.901579+00:00", "kind": "readme", "missing": false, "url": "https://github.com/anderskm/gputil"}, {"content_hash": "b88ca4c313e210c1132cf36ff581d81da8734cfd50705ac1b49785cd2ee79654", "fetched_at": "2026-08-29T12:25:30.908583+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/gputil/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:17:20.934099+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "fcdfed837f4538c8f92374d3e67b1f099edeffc3898c9a4f4d3ff6709681e2b8", "fetched_at": "2026-08-28T04:04:00.901579+00:00", "kind": "readme", "missing": false, "url": "https://github.com/anderskm/gputil"}, {"content_hash": "b88ca4c313e210c1132cf36ff581d81da8734cfd50705ac1b49785cd2ee79654", "fetched_at": "2026-08-29T12:25:30.908583+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/gputil/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 93, "longevity": 100, "rhythm": 8}, "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": 3516, "days_push": 46, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 65, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}