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Name		Name	Last commit message	Last commit date
parent directory ..
2023-04-18-accelerating-large-language-models		2023-04-18-accelerating-large-language-models
3-16-accelerated-d		3-16-accelerated-d
accelerated-cpu-inference		accelerated-cpu-inference
accelerating-generative-ai-2		accelerating-generative-ai-2
accelerating-generative-ai-3		accelerating-generative-ai-3
accelerating-generative-ai-4		accelerating-generative-ai-4
accelerating-generative-ai		accelerating-generative-ai
accelerating-moe-model		accelerating-moe-model
accelerating-triton		accelerating-triton
amazon-ads-case-study		amazon-ads-case-study
amazon-sagemaker-w-torchserve		amazon-sagemaker-w-torchserve
contributor-awards-2023		contributor-awards-2023
empowering-models-performance		empowering-models-performance
finetune-llms		finetune-llms
high-performance-llama-2		high-performance-llama-2
high-performance-llama		high-performance-llama
how-to-accelerate		how-to-accelerate
inside-the-matrix		inside-the-matrix
int8		int8
introducing-torchrec		introducing-torchrec
join		join
low-latency		low-latency
maximizing-training		maximizing-training
members		members
ml-model-server-resource-saving		ml-model-server-resource-saving
optimized		optimized
optimizing-libtorch		optimizing-libtorch
out-of-the-box		out-of-the-box
ptc2022		ptc2022
pytorch-compile-to-speed-up-inference		pytorch-compile-to-speed-up-inference
pytorch-xla-spmd		pytorch-xla-spmd
quantization-practice		quantization-practice
real-time-speech-rec		real-time-speech-rec
sota		sota
stable-diffusion		stable-diffusion
straggler-mitigation		straggler-mitigation
swa		swa
tensor		tensor
training-production-ai-models		training-production-ai-models
understanding-gpu-memory-1		understanding-gpu-memory-1
175b_throught.png		175b_throught.png
1t_thought.png		1t_thought.png
2022-7-12-a-better-transformer-for-fast-transformer-encoder-inference-1.png		2022-7-12-a-better-transformer-for-fast-transformer-encoder-inference-1.png
2022-7-12-a-better-transformer-for-fast-transformer-encoder-inference-2.png		2022-7-12-a-better-transformer-for-fast-transformer-encoder-inference-2.png
2022-7-12-a-better-transformer-for-fast-transformer-encoder-inference-3.png		2022-7-12-a-better-transformer-for-fast-transformer-encoder-inference-3.png
2022-7-15-PathAI-Uses-PyTorch-to-Improve-Patient-Outcomes-with-AI-powered-Pathology-1.png		2022-7-15-PathAI-Uses-PyTorch-to-Improve-Patient-Outcomes-with-AI-powered-Pathology-1.png
2022-7-15-PathAI-Uses-PyTorch-to-Improve-Patient-Outcomes-with-AI-powered-Pathology-2.png		2022-7-15-PathAI-Uses-PyTorch-to-Improve-Patient-Outcomes-with-AI-powered-Pathology-2.png
2022-7-15-PathAI-Uses-PyTorch-to-Improve-Patient-Outcomes-with-AI-powered-Pathology-3.png		2022-7-15-PathAI-Uses-PyTorch-to-Improve-Patient-Outcomes-with-AI-powered-Pathology-3.png
2022-7-15-introducing-the-playtorch-app-1.gif		2022-7-15-introducing-the-playtorch-app-1.gif
2022-7-15-introducing-the-playtorch-app-2.jpg		2022-7-15-introducing-the-playtorch-app-2.jpg
2022-7-15-introducing-the-playtorch-app-3.jpg		2022-7-15-introducing-the-playtorch-app-3.jpg
2022-7-15-introducing-the-playtorch-app-4.gif		2022-7-15-introducing-the-playtorch-app-4.gif
2022-7-15-introducing-the-playtorch-app-5.jpg		2022-7-15-introducing-the-playtorch-app-5.jpg
2022-7-15-introducing-the-playtorch-app-6.jpg		2022-7-15-introducing-the-playtorch-app-6.jpg
2022-7-15-introducing-the-playtorch-app-7.jpg		2022-7-15-introducing-the-playtorch-app-7.jpg
2023-02-14-democratizing-ai-with-pytorch-1.png		2023-02-14-democratizing-ai-with-pytorch-1.png
2023-02-14-democratizing-ai-with-pytorch-2.png		2023-02-14-democratizing-ai-with-pytorch-2.png
2023-03-22-batchsizescaling.svg		2023-03-22-batchsizescaling.svg
2023-03-22-inferencespeedup.svg		2023-03-22-inferencespeedup.svg
2023-03-22-torchbenchtraining.svg		2023-03-22-torchbenchtraining.svg
2023-03-22-trainingspeedup.svg		2023-03-22-trainingspeedup.svg
2023-04-11-accelerated-generative-diffusion-models1.png		2023-04-11-accelerated-generative-diffusion-models1.png
2023-04-11-accelerated-generative-diffusion-models2.png		2023-04-11-accelerated-generative-diffusion-models2.png
2023-04-11-accelerated-generative-diffusion-models3.png		2023-04-11-accelerated-generative-diffusion-models3.png
2023-04-11-accelerated-generative-diffusion-models4.png		2023-04-11-accelerated-generative-diffusion-models4.png
2023-07-31-performant-distributed-checkpointing-1.png		2023-07-31-performant-distributed-checkpointing-1.png
2023-07-31-performant-distributed-checkpointing-2.png		2023-07-31-performant-distributed-checkpointing-2.png
2023-4-27-hidet.png		2023-4-27-hidet.png
2023-7-25-announcing-ccp-based-s3-io-datapipes-1.png		2023-7-25-announcing-ccp-based-s3-io-datapipes-1.png
2023-7-25-announcing-ccp-based-s3-io-datapipes-2.png		2023-7-25-announcing-ccp-based-s3-io-datapipes-2.png
2023-7-25-announcing-ccp-based-s3-io-datapipes-3.png		2023-7-25-announcing-ccp-based-s3-io-datapipes-3.png
2023-7-25-announcing-ccp-based-s3-io-datapipes-4.png		2023-7-25-announcing-ccp-based-s3-io-datapipes-4.png
2023-7-25-announcing-ccp-based-s3-io-datapipes-5.png		2023-7-25-announcing-ccp-based-s3-io-datapipes-5.png
2281965-ROCm-development-radeon.jpg		2281965-ROCm-development-radeon.jpg
404_sign.png		404_sign.png
AutoDP.png		AutoDP.png
AutoPipe_algorithm.png		AutoPipe_algorithm.png
Bert_HF.png		Bert_HF.png
Captum 1.jpg		Captum 1.jpg
Captum 2.png		Captum 2.png
Caveats.jpg		Caveats.jpg
Ecosystem1.png		Ecosystem1.png
Event-Webinar-PyTorch-a-foundation-for-open-source.png		Event-Webinar-PyTorch-a-foundation-for-open-source.png
GPT1.png		GPT1.png
Hackathon_Facebook_Cover.png		Hackathon_Facebook_Cover.png
Inference_regular_attn.gif		Inference_regular_attn.gif
Jagged-Tensor-Figure-from-FBGEMM-section.png		Jagged-Tensor-Figure-from-FBGEMM-section.png
Key optimizations for improving the mAP of SSD300 VGG16.png		Key optimizations for improving the mAP of SSD300 VGG16.png
METAPT-002-BarGraph-02-static.png		METAPT-002-BarGraph-02-static.png
METAPT-002-BarGraph-02.gif		METAPT-002-BarGraph-02.gif
MOO-NAS-blog-img1-ax_scheduler_illustration.png		MOO-NAS-blog-img1-ax_scheduler_illustration.png
MOO-NAS-blog-img2-pareto_frontier_plot.png		MOO-NAS-blog-img2-pareto_frontier_plot.png
MOO-NAS-blog-img3-cv_plot_val_acc.png		MOO-NAS-blog-img3-cv_plot_val_acc.png
MOO-NAS-blog-img4-cv_plot_num_params.png		MOO-NAS-blog-img4-cv_plot_num_params.png
MS-Azure_logo.png		MS-Azure_logo.png
PTD2-social-asset.png		PTD2-social-asset.png
PTEDPostEventHeader.png		PTEDPostEventHeader.png
PTE_lockup_PRIMARY.svg		PTE_lockup_PRIMARY.svg
PipeTransformer-Animation.gif		PipeTransformer-Animation.gif
PipeTransformer.png		PipeTransformer.png
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