Long Range Arena: 高效 Transformers的一个基准 ICLR‘21的论文“Long Range Arena: A Benchmark For Efficient Transformers“,是谷歌和OpenMind的工作。 Transformer不能很好地扩展到长序列长度,这主要是因为二次自注意的复杂性。最近几个月,人们提出了一系列高效、快速的Transformer来解决这个问题,通常情况下,这些Tr...
Long Range Arena : A Benchmark for Efficient TransformersYi TayMostafa DehghaniSamira AbnarYikang ShenDara BahriPhilip PhamJinfeng RaoLiu YangSebastian RuderDonald MetzlerInternational Conference on Learning Representations
Long-range arena is an effort toward systematic evaluation of efficient transformer models. The project aims at establishing benchmark tasks/dtasets using which we can evaluate transformer-based models in a systematic way, by assessing their generalization power, computational efficiency, memory foot-pri...
For further reading, we recommend checking Patrick Platen’s blog on Reformer, Teven Le Scao’s post on Johnson-Lindenstrauss approximation, Efficient Transfomers: A Survey, and Long Range Arena: A Benchmark for Efficient Transformers. Next month, we'll cover self-training methods and...
For further reading, we recommend checking Patrick Platen’s blog on Reformer, Teven Le Scao’s post on Johnson-Lindenstrauss approximation, Efficient Transfomers: A Survey, and Long Range Arena: A Benchmark for Efficient Transformers. Next month, we'll cover self-training methods...
(main, args) File "/ids-cluster-storage/storage/ocifka/venv/lra/lib/python3.7/site-packages/absl/app.py", line 251, in _run_main sys.exit(main(argv)) File "lra_benchmarks/listops/train.py", line 193, in main model_kwargs) jax._src.traceback_util.FilteredStackTrace: ValueError: ...
Arena-bench: A benchmarking suite for obstacle avoidance approaches in highly dynamic environments. IEEE Robot. Autom. Lett. 2022, 7, 9477–9484. [Google Scholar] [CrossRef] Gerkey, B.; Vaughan, R.T.; Howard, A. The player/stage project: Tools for multi-robot and distributed sensor ...
habana-gaudi-2-benchmark habana-gaudi-2-bloom hf_unsloth hub_duckdb idefics if image_similarity inference_pro inferentia-llama2 instruction_tuning_sd interns-2023 lcm_sdxl leaderboards-on-the-hub llama2 llama_sagemaker_benchmark llm-leaderboard lora matryoshka mixtral ml-web-games ...
For further reading, we recommend checking Patrick Platen’s blog on Reformer, Teven Le Scao’s post on Johnson-Lindenstrauss approximation, Efficient Transfomers: A Survey, and Long Range Arena: A Benchmark for Efficient Transformers. Next month, we'll cover self-training methods and ...
Long-range arena is an effort toward systematic evaluation of efficient transformer models. The project aims at establishing benchmark tasks/dtasets using which we can evaluate transformer-based models in a systematic way, by assessing their generalization power, computational efficiency, memory foot-pri...