# Furiosa Runtime
**URL:** https://forums.furiosa.ai/c/furiosa-runtime/16.md
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## [About the Furiosa Runtime category](https://forums.furiosa.ai/t/about-the-furiosa-runtime-category/230)
**Author:** [@hyunsik](https://forums.furiosa.ai/u/hyunsik)\
**Replies:** 0
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## [Questions on RNGD compiler support and pipeline parallelism](https://forums.furiosa.ai/t/questions-on-rngd-compiler-support-and-pipeline-parallelism/296)
**Author:** [@Jiayue](https://forums.furiosa.ai/u/Jiayue)\
**Replies:** 1\
**Last updated:** [June 15, 2025, 12:41am UTC](https://forums.furiosa.ai/t/questions-on-rngd-compiler-support-and-pipeline-parallelism/296 "2025-06-15T00:41:05Z")
I would like to consult about some details regarding the model preparation of RNGD. Vision models According to the introduction of RNGD, I noticed that “RNGD is a chip designed for deep learning inference, supporting…
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## [FuriosaAI's low-level software stack](https://forums.furiosa.ai/t/furiosaais-low-level-software-stack/252)
**Author:** [@trick](https://forums.furiosa.ai/u/trick)\
**Replies:** 1\
**Last updated:** [February 24, 2025, 2:20am UTC](https://forums.furiosa.ai/t/furiosaais-low-level-software-stack/252 "2025-02-24T02:20:02Z")
I am currently exploring the use of the RNGD. I am reaching out to inquire whether it is possible to perform low-level kernel optimization on the RNGD, similar to writing custom CUDA kernels for GPUs. Does FuriosaAI prov…
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## [Errors in compilng enf file having batch\_size \> 1 with furiosa-compiler command](https://forums.furiosa.ai/t/errors-in-compilng-enf-file-having-batch-size-1-with-furiosa-compiler-command/216)
**Author:** [@tat1218](https://forums.furiosa.ai/u/tat1218)\
**Replies:** 2\
**Last updated:** [January 8, 2025, 5:23am UTC](https://forums.furiosa.ai/t/errors-in-compilng-enf-file-having-batch-size-1-with-furiosa-compiler-command/216 "2025-01-08T05:23:08Z")
I got error when compilng enf file having batch\_size \> 1 with furiosa-compiler command. here is my commands and error logs. $ furiosa-compiler models/age\_i8.onnx --batch-size 8 thread 'main' panicked at 'Mismatch betwee…
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## [Example end-to-end flow with batch size\>1 with the new runtime in 0.10.0](https://forums.furiosa.ai/t/example-end-to-end-flow-with-batch-size-1-with-the-new-runtime-in-0-10-0/165)
**Author:** [@auro](https://forums.furiosa.ai/u/auro)\
**Replies:** 5\
**Last updated:** [July 24, 2024, 4:16pm UTC](https://forums.furiosa.ai/t/example-end-to-end-flow-with-batch-size-1-with-the-new-runtime-in-0-10-0/165 "2024-07-24T16:16:15Z")
Priority: High Do we have an example of a end-to-end flow with batch size\>1 with the new runtime in 0.10.0
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## [Benchmark between warboy and coral.ai for CCTV](https://forums.furiosa.ai/t/benchmark-between-warboy-and-coral-ai-for-cctv/146)
**Author:** [@Tom.thammathat](https://forums.furiosa.ai/u/Tom.thammathat)\
**Replies:** 1\
**Last updated:** [April 16, 2024, 1:41am UTC](https://forums.furiosa.ai/t/benchmark-between-warboy-and-coral-ai-for-cctv/146 "2024-04-16T01:41:03Z")
Please advise about benchmark between warboy and coral.ai for CCTV application.
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## [How to optimize with furiosa warboy](https://forums.furiosa.ai/t/how-to-optimize-with-furiosa-warboy/144)
**Author:** [@Tom.thammathat](https://forums.furiosa.ai/u/Tom.thammathat)\
**Replies:** 1\
**Last updated:** [April 8, 2024, 5:51am UTC](https://forums.furiosa.ai/t/how-to-optimize-with-furiosa-warboy/144 "2024-04-08T05:51:38Z")
Jun Now Thai AI association release OpenThaiGPT 7b, 13b, 70b 1.0.0 For Thail language It is better GPT 3.5, Gemini and Calude 3 Haiku It is open source and now ready for download for test and development More informa…