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希望能应用TensorRT加速训练和推理 #942

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WSC741606 opened this issue May 16, 2024 · 0 comments
Open

希望能应用TensorRT加速训练和推理 #942

WSC741606 opened this issue May 16, 2024 · 0 comments

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@WSC741606
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TensorRT10发布了,同时还有TensorRT-LLM,是否能用其对训练和推理加速呢?

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下述来自NVIDIA的推广邮件

The TensorRT ecosystem of API releases include TensorRT 10.0, TensorRT-LLM 0.10, and TensorRT Model Optimizer 0.11.

Highlights from this release include:
TensorRT 10: support for weight-stripped engines, weight offload for NVIDIA Grace Hopper™ systems, Python 3.12
TensorRT-LLM 0.10: Llama3, Phi3, Grok1, and more; FP8 MoEs; improved API simplicity and consolidation
TensorRT Model Optimizer 0.11: provides state-of-the-art techniques like quantization and sparsity to reduce model complexity

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