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Zhihan Jiang's Projects

dali icon dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

inference icon inference

Reference implementations of inference benchmarks

inference_policies icon inference_policies

Issues related to MLPerf™ Inference policies, including rules and suggested changes

nemo icon nemo

NeMo: a toolkit for conversational AI

onnx icon onnx

Open standard for machine learning interoperability

policies icon policies

General policies for MLPerf™ including submission rules, coding standards, etc.

tensorrt-llm icon tensorrt-llm

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

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