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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
2024-year-in-review		2024-year-in-review
3-16-accelerated-d		3-16-accelerated-d
accelerated-cpu-inference		accelerated-cpu-inference
accelerated-pytorch-inference		accelerated-pytorch-inference
accelerating-gemms-triton		accelerating-gemms-triton
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-llama3		accelerating-llama3
accelerating-llm-inference		accelerating-llm-inference
accelerating-moe-model		accelerating-moe-model
accelerating-neural-network-training		accelerating-neural-network-training
accelerating-training-float8-rowwise-crusoe		accelerating-training-float8-rowwise-crusoe
accelerating-triton		accelerating-triton
activation-checkpointing-techniques		activation-checkpointing-techniques
amazon-ads-case-study		amazon-ads-case-study
amazon-sagemaker-w-torchserve		amazon-sagemaker-w-torchserve
clipping-in-opacus		clipping-in-opacus
community-events-recap		community-events-recap
contributor-awards-2023		contributor-awards-2023
contributor-awards-2024		contributor-awards-2024
cutlass-ping-pong-gemm-kernel		cutlass-ping-pong-gemm-kernel
deploying-llms-torchserve-vllm		deploying-llms-torchserve-vllm
doctr-joins-pytorch-ecosystem		doctr-joins-pytorch-ecosystem
empowering-models-performance		empowering-models-performance
finetune-llms		finetune-llms
flashattention-3		flashattention-3
flexattention		flexattention
genai-acceleration-intel-xeon		genai-acceleration-intel-xeon
governing-board		governing-board
hadacore		hadacore
high-performance-llama-2		high-performance-llama-2
high-performance-llama		high-performance-llama
hitchhikers-guide-speculative-decoding		hitchhikers-guide-speculative-decoding
hopper-tma-unit		hopper-tma-unit
how-to-accelerate		how-to-accelerate
inside-the-matrix		inside-the-matrix
int4-decoding		int4-decoding
int8		int8
intel-case-study		intel-case-study
introducing-torchrec		introducing-torchrec
join		join
llama-into-torchtune		llama-into-torchtune
low-latency		low-latency
maximizing-training		maximizing-training
members		members
ml-model-server-resource-saving		ml-model-server-resource-saving
mlops-workflow		mlops-workflow
multidevice-integration		multidevice-integration
optimized		optimized
optimizing-libtorch		optimizing-libtorch
out-of-the-box		out-of-the-box
peak-performance-minimized-memory		peak-performance-minimized-memory
performance-boost-windows		performance-boost-windows
pt-executorch-ethos-u85		pt-executorch-ethos-u85
pt-fedora-os-communities		pt-fedora-os-communities
ptc2022		ptc2022
pytorch-2-7-intel-gpus		pytorch-2-7-intel-gpus
pytorch-compile-to-speed-up-inference		pytorch-compile-to-speed-up-inference
pytorch-conference-2024-recap		pytorch-conference-2024-recap
pytorch-shanghai-notes		pytorch-shanghai-notes
pytorch-xla-spmd		pytorch-xla-spmd
quantization-aware-training		quantization-aware-training
quantization-practice		quantization-practice
real-time-speech-rec		real-time-speech-rec
reducing-checkpointing-times		reducing-checkpointing-times
scaling-recommendation-2d-sparse-parallelism		scaling-recommendation-2d-sparse-parallelism
sglang-join-pytorch		sglang-join-pytorch
sota		sota
speeding-up-vits		speeding-up-vits
stable-diffusion		stable-diffusion
staff		staff
straggler-mitigation		straggler-mitigation
submit-to-speak		submit-to-speak
swa		swa
tac-elects-new-leadership		tac-elects-new-leadership
tac		tac
tensor		tensor
training-moes		training-moes
training-production-ai-models		training-production-ai-models
training-using-float8-fsdp2		training-using-float8-fsdp2
understanding-gpu-memory-1		understanding-gpu-memory-1
unleashing-ai-mobile		unleashing-ai-mobile
warp-specialization		warp-specialization
zeus		zeus
1738166706211.jpg		1738166706211.jpg
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
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