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Merge pull request #308 from tokk-nv/feat-thor-benchmark
Feat thor benchmark
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docs/benchmarks.md

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# Benchmarks
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Below are AI inferencing benchmarks for [Jetson Orin Nano Super](https://developer.nvidia.com/blog/nvidia-jetson-orin-nano-developer-kit-gets-a-super-boost/?ncid=so-othe-293081-vt48) and [Jetson AGX Orin](#jetson-agx-orin).
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Below are AI inferencing benchmarks for [Jetson AGX Thor Developer Kit](https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/jetson-thor/), [Jetson Orin Nano Super](https://developer.nvidia.com/blog/nvidia-jetson-orin-nano-developer-kit-gets-a-super-boost/?ncid=so-othe-293081-vt48) and [Jetson AGX Orin](#jetson-agx-orin).
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#### Jetson AGX Thor Developer Kit
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![](./images/thor-benchmark.png)
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#### Jetson Orin Nano Super
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![](./svgs/SLM%20Text%20Generation%20Rate.svg)
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Small language models are generally defined as having fewer than 7B parameters *(Llama-7B shown for reference)*
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Small language models are generally defined as having fewer than 7B parameters *(Llama-7B shown for reference)*
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For more data and info about running these models, see the [`SLM`](tutorial_slm.md) tutorial and [`MLC`](https://github.com/dusty-nv/jetson-containers/tree/master/packages/llm/mlc) container documentation.
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=== "Vision Language Models (VLM)"
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![](./svgs/Multimodal%20Streaming%20Rate.svg)
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This measures the end-to-end pipeline performance for continuous streaming like with [Live Llava](tutorial_live-llava.md).
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This measures the end-to-end pipeline performance for continuous streaming like with [Live Llava](tutorial_live-llava.md).
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For more data and info about running these models, see the [`NanoVLM`](tutorial_nano-vlm.md) tutorial.
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=== "Vision Transformers (ViT)"

docs/images/thor-benchmark.png

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