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Prathik Rao's Projects

accelerate icon accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

epidemioptim icon epidemioptim

Code for the paper EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models.

esc-50 icon esc-50

ESC-50: Dataset for Environmental Sound Classification

hts-audio-transformer icon hts-audio-transformer

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

megatron-deepspeed icon megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

mmcv icon mmcv

OpenMMLab Computer Vision Foundation

mmengine icon mmengine

OpenMMLab Foundational Library for Training Deep Learning Models

onnxruntime icon onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

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