{"adoption": {"forks": 324, "observed_at": "2026-08-28T04:06:05.137371+00:00", "stars": 2012}, "canonical_url": "https://ross.abutalabs.com/products/intel-extension-for-pytorch", "card": {"archived": true, "artifact_type": "library", "description": "A Python package for extending the official PyTorch that can easily obtain performance on Intel platform", "domain": ["machine-learning", "deep-learning", "large-language-models", "gpu-computing"], "enriched": true, "function": ["machine-learning", "deep-learning", "llm-inference", "gpu-computing"], "health_score": 10, "homepage": null, "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "abandoned", "member_repos": ["intel/intel-extension-for-pytorch"], "name": "intel/intel-extension-for-pytorch", "platform": ["python"], "pushed_at": "2026-03-30T08:35:24+00:00", "repo": "intel/intel-extension-for-pytorch", "stars": 2012, "tags": ["pytorch", "intel", "quantization", "archived", "performance-optimization", "linux", "gpu"], "topics": ["pytorch", "neural-network", "machine-learning", "deep-learning", "intel", "quantization"], "urls": [], "use_cases": ["speed up pytorch inference on intel cpus", "quantize pytorch models for intel hardware", "run llm inference faster on intel gpus", "optimize deep learning training on intel xeon", "get better pytorch performance on intel platforms"], "what_it_is": "A Python package extending official PyTorch with Intel-specific optimizations for CPUs and GPUs, including quantization and LLM inference acceleration. The project is now archived and retired, with most features upstreamed into PyTorch itself.", "when_to_avoid": ["starting any new project - use PyTorch directly instead", "you need ongoing support, bug fixes, or security patches", "you need official binary wheels or new releases", "you want actively maintained Intel hardware optimizations"], "when_to_choose": ["you are stuck on an older PyTorch version that lacks Intel optimizations", "you maintain a legacy project that already depends on this package"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/intel-extension-for-pytorch", "repo": "intel/intel-extension-for-pytorch", "role": "main", "score": 10}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:01:02.178669+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "491997d3a371f5188f13bfea2322deac17fbdde3b8af7ee050c25e01ea84f52f", "fetched_at": "2026-08-28T04:06:05.137371+00:00", "kind": "readme", "missing": false, "url": "https://github.com/intel/intel-extension-for-pytorch"}, {"content_hash": "67d8b5b4af877c82a73426a89c6b7bfe3ec12e54e58066b4da7fe65ecc330311", "fetched_at": "2026-08-29T10:40:56.109913+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/intel-extension-for-pytorch/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:01:02.178669+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "491997d3a371f5188f13bfea2322deac17fbdde3b8af7ee050c25e01ea84f52f", "fetched_at": "2026-08-28T04:06:05.137371+00:00", "kind": "readme", "missing": false, "url": "https://github.com/intel/intel-extension-for-pytorch"}, {"content_hash": "67d8b5b4af877c82a73426a89c6b7bfe3ec12e54e58066b4da7fe65ecc330311", "fetched_at": "2026-08-29T10:40:56.109913+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/intel-extension-for-pytorch/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:01:02.178669+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "491997d3a371f5188f13bfea2322deac17fbdde3b8af7ee050c25e01ea84f52f", "fetched_at": "2026-08-28T04:06:05.137371+00:00", "kind": "readme", "missing": false, "url": "https://github.com/intel/intel-extension-for-pytorch"}, {"content_hash": "67d8b5b4af877c82a73426a89c6b7bfe3ec12e54e58066b4da7fe65ecc330311", "fetched_at": "2026-08-29T10:40:56.109913+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/intel-extension-for-pytorch/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:01:02.178669+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "491997d3a371f5188f13bfea2322deac17fbdde3b8af7ee050c25e01ea84f52f", "fetched_at": "2026-08-28T04:06:05.137371+00:00", "kind": "readme", "missing": false, "url": "https://github.com/intel/intel-extension-for-pytorch"}, {"content_hash": "67d8b5b4af877c82a73426a89c6b7bfe3ec12e54e58066b4da7fe65ecc330311", "fetched_at": "2026-08-29T10:40:56.109913+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/intel-extension-for-pytorch/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:01:02.178669+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "491997d3a371f5188f13bfea2322deac17fbdde3b8af7ee050c25e01ea84f52f", "fetched_at": "2026-08-28T04:06:05.137371+00:00", "kind": "readme", "missing": false, "url": "https://github.com/intel/intel-extension-for-pytorch"}, {"content_hash": "67d8b5b4af877c82a73426a89c6b7bfe3ec12e54e58066b4da7fe65ecc330311", "fetched_at": "2026-08-29T10:40:56.109913+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/intel-extension-for-pytorch/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:01:02.178669+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "491997d3a371f5188f13bfea2322deac17fbdde3b8af7ee050c25e01ea84f52f", "fetched_at": "2026-08-28T04:06:05.137371+00:00", "kind": "readme", "missing": false, "url": "https://github.com/intel/intel-extension-for-pytorch"}, {"content_hash": "67d8b5b4af877c82a73426a89c6b7bfe3ec12e54e58066b4da7fe65ecc330311", "fetched_at": "2026-08-29T10:40:56.109913+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/intel-extension-for-pytorch/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:05.137371+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:01:02.178669+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "491997d3a371f5188f13bfea2322deac17fbdde3b8af7ee050c25e01ea84f52f", "fetched_at": "2026-08-28T04:06:05.137371+00:00", "kind": "readme", "missing": false, "url": "https://github.com/intel/intel-extension-for-pytorch"}, {"content_hash": "67d8b5b4af877c82a73426a89c6b7bfe3ec12e54e58066b4da7fe65ecc330311", "fetched_at": "2026-08-29T10:40:56.109913+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/intel-extension-for-pytorch/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:01:02.178669+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "491997d3a371f5188f13bfea2322deac17fbdde3b8af7ee050c25e01ea84f52f", "fetched_at": "2026-08-28T04:06:05.137371+00:00", "kind": "readme", "missing": false, "url": "https://github.com/intel/intel-extension-for-pytorch"}, {"content_hash": "67d8b5b4af877c82a73426a89c6b7bfe3ec12e54e58066b4da7fe65ecc330311", "fetched_at": "2026-08-29T10:40:56.109913+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/intel-extension-for-pytorch/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:01:02.178669+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "491997d3a371f5188f13bfea2322deac17fbdde3b8af7ee050c25e01ea84f52f", "fetched_at": "2026-08-28T04:06:05.137371+00:00", "kind": "readme", "missing": false, "url": "https://github.com/intel/intel-extension-for-pytorch"}, {"content_hash": "67d8b5b4af877c82a73426a89c6b7bfe3ec12e54e58066b4da7fe65ecc330311", "fetched_at": "2026-08-29T10:40:56.109913+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/intel-extension-for-pytorch/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:01:02.178669+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "491997d3a371f5188f13bfea2322deac17fbdde3b8af7ee050c25e01ea84f52f", "fetched_at": "2026-08-28T04:06:05.137371+00:00", "kind": "readme", "missing": false, "url": "https://github.com/intel/intel-extension-for-pytorch"}, {"content_hash": "67d8b5b4af877c82a73426a89c6b7bfe3ec12e54e58066b4da7fe65ecc330311", "fetched_at": "2026-08-29T10:40:56.109913+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/intel-extension-for-pytorch/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 74, "longevity": 100, "rhythm": 30}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["archived"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2331, "days_push": 156, "days_rel": 386, "gap_med": 44.5, "n_releases_24m": 9}, "score": 10, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}