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TenSet: A Large-scale Program Performance Dataset for Learned Tensor Compilers.

, , , , , , and . NeurIPS Datasets and Benchmarks, (2021)

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TensorIR: An Abstraction for Automatic Tensorized Program Optimization., , , , , , , , , and 1 other author(s). ASPLOS (2), page 804-817. ACM, (2023)TVM: An Automated End-to-End Optimizing Compiler for Deep Learning., , , , , , , , , and 2 other author(s). OSDI, page 578-594. USENIX Association, (2018)TensorIR: An Abstraction for Automatic Tensorized Program Optimization., , , , , , , , , and 1 other author(s). CoRR, (2022)Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference., , , , , , , , , and 1 other author(s). ICML, OpenReview.net, (2024)Ansor: Generating High-Performance Tensor Programs for Deep Learning., , , , , , , , , and 2 other author(s). OSDI, page 863-879. USENIX Association, (2020)AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving., , , , , , , , , and 1 other author(s). OSDI, page 663-679. USENIX Association, (2023)Learning to Optimize Tensor Programs., , , , , , , and . NeurIPS, page 3393-3404. (2018)GACT: Activation Compressed Training for Generic Network Architectures., , , , , , , , , and 2 other author(s). ICML, volume 162 of Proceedings of Machine Learning Research, page 14139-14152. PMLR, (2022)FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU., , , , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 31094-31116. PMLR, (2023)Efficient Memory Management for Large Language Model Serving with PagedAttention., , , , , , , , and . SOSP, page 611-626. ACM, (2023)