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Projects in Awesome Lists tagged with tpu
A curated list of projects in awesome lists tagged with tpu .
https://github.com/vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
amd cuda gpt inference inferentia llama llm llm-serving llmops mlops model-serving pytorch rocm tpu trainium transformer xpu
Last synced: 29 Sep 2024
https://github.com/tensorflow/tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
deep-learning machine-learning machine-translation reinforcement-learning tpu
Last synced: 29 Sep 2024
https://github.com/skypilot-org/skypilot
SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
cloud-computing cloud-management cost-management cost-optimization data-science deep-learning distributed-training finops gpu hyperparameter-tuning job-queue job-scheduler llm-serving llm-training machine-learning ml-infrastructure ml-platform multicloud spot-instances tpu
Last synced: 29 Sep 2024
https://github.com/tensorflow/adanet
Fast and flexible AutoML with learning guarantees.
automl deep-learning distributed-training ensemble gpu learning-theory machine-learning neural-architecture-search python tensorflow tpu
Last synced: 29 Sep 2024
https://github.com/hollance/neural-engine
Everything we actually know about the Apple Neural Engine (ANE)
ane coreml ios iphone neural-engine neural-network tpu
Last synced: 30 Sep 2024
https://github.com/imcaspar/gpt2-ml
GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型
bert chinese colab gpt-2 nlp pretrained-models tensorflow text-generation tpu
Last synced: 30 Sep 2024
https://github.com/ayaka14732/tpu-starter
Everything you want to know about Google Cloud TPU
cloud-tpu deep-learning gcp google-cloud-platform jax machine-learning tpu
Last synced: 01 Aug 2024
https://github.com/jofrfu/tinytpu
Implementation of a Tensor Processing Unit for embedded systems and the IoT.
assembly embedded-systems fpga fpga-accelerator hardware-acceleration hardware-architectures hardware-description-language hardware-designs internet-of-things iot ip-core linux tensor tensorflow tpu verilog vhdl vivado xilinx zynq
Last synced: 29 Sep 2024
https://github.com/embedeep/Free-TPU
Free TPU for FPGA with compiler supporting Pytorch/Caffe/Darknet/NCNN. An AI processor for using Xilinx FPGA to solve image classification, detection, and segmentation problem.
caffe cnn-accelerator darknet deep-learning fpga free hardware lstm npu npu-compiler pytorch rnn tpu zynq
Last synced: 02 Aug 2024
https://github.com/JuliaGPU/XLA.jl
Julia on TPUs
deep-learning going-faster julia-language machine-learning peanut-butter tpu xla
Last synced: 31 Jul 2024
https://github.com/juliagpu/xla.jl
Julia on TPUs
deep-learning going-faster julia-language machine-learning peanut-butter tpu xla
Last synced: 29 Sep 2024
https://github.com/google/jetstream
JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).
gemma gpt gpu inference jax large-language-models llama llama2 llm llm-inference llmops mlops model-serving pytorch tpu transformer
Last synced: 29 Sep 2024
https://github.com/hhk7734/tensorflow-yolov4
YOLOv4 Implemented in Tensorflow 2.
coral edgetpu tensorflow tflite tpu yolov4
Last synced: 29 Sep 2024
https://github.com/rwightman/efficientnet-jax
EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax
efficientnet flax flax-linen jax mixnet mobilenetv2 mobilenetv3 objax tpu
Last synced: 05 Aug 2024
https://github.com/wmcnally/evopose2d
EvoPose2D is a two-stage human pose estimation model that was designed using neuroevolution. It achieves state-of-the-art accuracy on COCO.
deep-learning human-pose-estimation pose-estimation tensorflow tensorflow2 tpu
Last synced: 08 Aug 2024
https://github.com/PINTO0309/TPU-MobilenetSSD
Edge TPU Accelerator / Multi-TPU + MobileNet-SSD v2 + Python + Async + LattePandaAlpha/RaspberryPi3/LaptopPC
colaboratory google lattepanda mobilenetssd mobilenetv2 opencv python raspberrypi tensorflow-lite tensorflowlite tpu
Last synced: 01 Aug 2024
https://github.com/googlecloudplatform/ml-testing-accelerators
Testing framework for Deep Learning models (Tensorflow and PyTorch) on Google Cloud hardware accelerators (TPU and GPU)
gpu machine-learning testing-accelerators tpu
Last synced: 28 Sep 2024
https://github.com/gsarti/t5-flax-gcp
Tutorial to pretrain & fine-tune a 🤗 Flax T5 model on a TPUv3-8 with GCP
gcp huggingface seq2seq t5 text-to-text-transfer-transformer tpu tpu-vm transformers
Last synced: 01 Aug 2024
https://github.com/andreped/gradientaccumulator
:dart: Accumulated Gradients for TensorFlow 2
accumulated-batch-normalization accumulated-gradients adaptive-gradient-clipping batch-size deep-learning distributed-training float16 gpu gradient-accumulation hacktoberfest huggingface keras memory-constraints mixed-precision multi-gpu tensorflow tensorflow2 tf2 tpu
Last synced: 30 Sep 2024
https://github.com/Hoiy/berserker
Berserker - BERt chineSE woRd toKenizER
bert bert-chinese chinese-nlp chinese-word-segmentation nlp sequence-to-sequence state-of-the-art tensorflow tokenizer tpu
Last synced: 01 Aug 2024
https://github.com/tetutaro/object_detection_tflite
Object Detection using TensorFlow Lite
object-detection raspberrypi tensorflow-lite tpu yolov3 yolov4 yolov5
Last synced: 01 Aug 2024
https://github.com/xadrianzetx/lanefinder
TPU accelerated traffic lane segmentation engine for your Raspberry Pi
coral deep-learning edge-tpu google-coral raspberry-pi semantic-segmentation tpu
Last synced: 05 Aug 2024
https://github.com/zackakil/edge-tpu-safe-bike
An application of realtime object-detection running on an Edge TPU for making cycling in busy cities a little less terrifying.
ml raspberry-pi raspberry-pi-camera tensorflow tflite tpu tpu-acceleration
Last synced: 28 Sep 2024
https://github.com/pedro-r-marques/tutorial-t5-fine-tune
Tutorial for text classification with fine tuning of a T5 model on TPUs.
colaboratory nlp-machine-learning t5-model tensorflow-tutorials tensorflow2 text-classification tpu
Last synced: 26 Sep 2024
https://github.com/balena-io-experimental/egde-tpu-web-streamer
Webstreaming classification with Google edge TPU on the picamera and balenaFin
balena balena-io balenafin classification coral docker iot machine-learning picamera python raspberry-pi raspberrypi tpu tpu-acceleration
Last synced: 31 Jul 2024
