{"id":28573407,"url":"https://github.com/pennylaneai/lightning-on-hpc","last_synced_at":"2025-06-10T21:17:59.360Z","repository":{"id":225884079,"uuid":"765858003","full_name":"PennyLaneAI/lightning-on-hpc","owner":"PennyLaneAI","description":"\"Hybrid quantum programming with PennyLane Lightning on HPC platforms\" accompanying data and workloads","archived":false,"fork":false,"pushed_at":"2024-07-09T19:05:28.000Z","size":587,"stargazers_count":9,"open_issues_count":8,"forks_count":0,"subscribers_count":7,"default_branch":"main","last_synced_at":"2024-12-23T00:05:20.177Z","etag":null,"topics":["cpp20","cuda","gpu","hpc","mpi","openmp","python","quantum","quantum-computing","rocm","supercomputing"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/PennyLaneAI.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2024-03-01T18:59:24.000Z","updated_at":"2024-07-24T22:59:22.000Z","dependencies_parsed_at":"2024-03-04T20:15:39.117Z","dependency_job_id":"b0600f16-06cf-4e3a-b58c-e855a92406b5","html_url":"https://github.com/PennyLaneAI/lightning-on-hpc","commit_stats":null,"previous_names":["pennylaneai/lightning-on-hpc"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PennyLaneAI%2Flightning-on-hpc","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PennyLaneAI%2Flightning-on-hpc/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PennyLaneAI%2Flightning-on-hpc/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PennyLaneAI%2Flightning-on-hpc/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PennyLaneAI","download_url":"https://codeload.github.com/PennyLaneAI/lightning-on-hpc/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PennyLaneAI%2Flightning-on-hpc/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259152772,"owners_count":22813223,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cpp20","cuda","gpu","hpc","mpi","openmp","python","quantum","quantum-computing","rocm","supercomputing"],"created_at":"2025-06-10T21:17:48.821Z","updated_at":"2025-06-10T21:17:59.345Z","avatar_url":"https://github.com/PennyLaneAI.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Hybrid quantum programming with PennyLane Lightning on HPC platforms\n\nThis repository serves accompanying data and documentation for the manuscript [\"Hybrid quantum programming with PennyLane Lightning on HPC platforms\"](https://arxiv.org/abs/2403.02512)\n\nThe structures of this repository is as follows:\n\n```\nDataCollection/\n├─ distributed/\n|  ├─ LUMI_LKOKKOS_VQE\n|  |    # Data, notebooks and scripts used for the distributed VQE workload \n|  |    # running on 8 - 256 AMD MI250X GPUs on LUMI, using Lightning-Kokkos, \n|  |    # OpenMPI+UCX and mpi4py.\n|  |\n|  ├─ Perlmutter_LGPU_MPI/\n|  |  |  # All materials related to fully-distributed Lightning-GPU workloads.\n|  |  ├─ sampling_results/\n|  |  |    # Data and scripts for the 33-41 qubit sampling workload running on \n|  |  |    # 4 - 512 NVIDIA A100 (80GB) GPUs on Perlmutter, using Lightning-GPU\n|  |  |    # Cray-MPICH 8.1.25, mpi4py and CUDA 11.7.\n|  |  |\n|  |  ├─ sel_gradient_results/\n|  |  |    # Data and scripts for the 33-37 qubit distributed quantum gradient workload \n|  |  |    # running on 16 - 512 NVIDIA A100 (80GB) GPUs on Perlmutter, using \n|  |  |    # Lightning-GPU, Cray-MPICH 8.1.25, mpi4py and CUDA 11.7.\n|  |  |\n|  ├─ Perlmutter_LGPU_QAOA/\n|  |  |  # All materials related to task-based circuit cutting Lightning-GPU workloads.\n|  |  ├─ QAOA_QCUT_BATCHED_CUDA12/\n|  |  |    # Data and scripts for the 79-qubit circuit cutting workload, with 40k+ \n|  |  |    # intermediate circuits, using batched execution, and running on between \n|  |  |    # 4 - 256 NVIDIA A100 (80GB) GPUs on Perlmutter, using Lightning-GPU\n|  |  |    # CUDA 12.2, and Ray.\n|  |  |\n|  |  ├─ QAOA_QCUT_ONDEMAND_CUDA12/\n|  |  |    # Data and scripts for the 79-qubit circuit cutting workload, with 40k+ \n|  |  |    # intermediate circuits, using on-demand execution, and running on between \n|  |  |    # 4 - 256 NVIDIA A100 (80GB) GPUs on Perlmutter, using Lightning-GPU\n|  |  |    # CUDA 12.2, and Ray.\n|  |  |\n├─ single_node/\n|  ├─ GateKernels_LQUBIT/\n|  |  | # Targeted kernel evaluation for LM, AVX2 and AVX512 implementations, with \n|  |  | # comparisons against other HPC-focused simulators.\n|  ├─ VQE/\n|  |  | # Comparison of Lightning suite across CPU (Lightning-Qubit, Lightning-Kokkos+OpenMP on AMD 3rd gen. Epyc)\n|  |  | # and GPU (Lightning-GPU and Lightning-Kokkos+CUDA on NVIDIA A100) backends, using\n|  |  | # VQE and a range of molecules from PennyLane's datasets.\n```\n\nThe included `requirements.txt` contains all used dependencies for running the attached notebooks and plotting scripts. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpennylaneai%2Flightning-on-hpc","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpennylaneai%2Flightning-on-hpc","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpennylaneai%2Flightning-on-hpc/lists"}