tpu

There are 8 repositories under tpu topic.

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
Language:Python 14883
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 data-science deep-learning gpu hyperparameter-tuning machine-learning tpu job-queue job-scheduler cloud-management distributed-training ml-infrastructure multicloud spot-instances ml-platform cost-management cost-optimization finops llm-serving llm-training
Language:Python 5629
tensorflow / adanet
Fast and flexible AutoML with learning guarantees.
automl tensorflow learning-theory deep-learning neural-architecture-search gpu machine-learning ensemble tpu python distributed-training
Language:Jupyter Notebook 3472
hollance / neural-engine
Everything we actually know about the Apple Neural Engine (ANE)
ane coreml ios iphone neural-engine neural-network tpu
1860
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
gpt-2 tpu bert pretrained-models chinese nlp tensorflow text-generation colab
Language:Python 1709
ayaka14732 / tpu-starter
Everything you want to know about Google Cloud TPU
cloud-tpu deep-learning gcp google-cloud-platform jax machine-learning tpu
Language:Python 452
chrisbutner / ChessCoach
Neural network-based chess engine capable of natural language commentary
alphazero chess chess-engine commentary-generation cpp gpu keras lichess-bot nlg tensorflow tpu uci
Language:C++ 436
jofrfu / tinyTPU
Implementation of a Tensor Processing Unit for embedded systems and the IoT.
fpga fpga-accelerator tensorflow tensor tpu vhdl zynq xilinx vivado assembly hardware-description-language hardware-designs hardware-acceleration hardware-architectures verilog ip-core embedded-systems linux internet-of-things iot
Language:VHDL 349
tumaer / JAXFLUIDS
Differentiable Fluid Dynamics Package
automatic-differentiation cfd compressible-flows fluid-dynamics gpu gpu-computing high-performance hpc jax machine-learning tpu turbulence jaxfluids deep-learning multi-phase-flows cuda computational-fluid-dynamics
Language:Python 245
magic-blue-smoke / Dual-Edge-TPU-Adapter
Dual Edge TPU Adapter to use it on a system with single PCIe port on m.2 A/B/E/M slot
coral-tpu edge-ai tpu-acceleration tpu-benchmarks tpu pcie-card pcie-interface m2-module m2 coral edge-tpu tensorflow-lite edgetpu home-assistant
244
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.
free tpu npu cnn-accelerator zynq fpga lstm pytorch rnn npu-compiler caffe darknet deep-learning hardware
Language:Shell 224
JuliaGPU / XLA.jl
Julia on TPUs
deep-learning going-faster julia-language machine-learning peanut-butter tpu xla
Language:Julia 224
DECIMER-Image_Transformer
Kohulan / DECIMER-Image_Transformer
DECIMER: Deep Learning for Chemical Image Recognition using Efficient-Net V2 + Transformer
chemical-image-recognition image-data-mining transformers decimer tpu deep-learning python tensorflow
Language:Python 160
hhk7734 / tensorflow-yolov4
YOLOv4 Implemented in Tensorflow 2.
yolov4 tensorflow tflite tpu coral edgetpu
Language:Python 136
stylegan2-flax-tpu
nyx-ai / stylegan2-flax-tpu
🖼 Training StyleGAN2 on TPUs in JAX
artificial-intelligence generative-adversarial-network generative-model jax tpu
Language:Python 130
robotperf / benchmarks
Benchmarking suite to evaluate 🤖 robotics computing performance. Vendor-neutral. ⚪Grey-box and ⚫Black-box approaches.
acceleration benchmarking cpu fpga gpu performance robotics ros2 tpu
Language:Python 130
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 model-serving pytorch tpu llm-inference llmops mlops transformer
Language:Python 126
rwightman / efficientnet-jax
EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax
jax objax flax efficientnet mobilenetv3 mobilenetv2 mixnet tpu flax-linen
Language:Python 123
yapay-ogrenme / googlecodelabs
TPU ile Yapay Sinir Ağlarınızı Çok Daha Hızlı Eğitin
tpu codelabs deeplearning colab-notebook
Language:Jupyter Notebook 123
HomebrewNLP / revlib
Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload
pytorch deep-learning revnet deepspeed xla tpu momentumnet
Language:Python 122
cea-wind / SimpleTPU
A FPGA Based CNN accelerator, following Google's TPU V1.
cnn accelerator tpu cnn-accelerator fpga xilinx hls synthesis
Language:C++ 107
cameronshinn / tiny-tpu
Small-scale Tensor Processing Unit built on an FPGA
tpu tpu-acceleration fpga fpga-accelerator neural-network convolutional-neural-networks
Language:Verilog 100
koshian2 / OctConv-TFKeras
Unofficial implementation of Octave Convolutions (OctConv) in TensorFlow / Keras.
octconv tensorflow-keras keras tpu
Language:Jupyter Notebook 100
PINTO0309 / TPU-MobilenetSSD
Edge TPU Accelerator / Multi-TPU + MobileNet-SSD v2 + Python + Async + LattePandaAlpha/RaspberryPi3/LaptopPC
mobilenetssd mobilenetv2 opencv tpu tensorflowlite tensorflow-lite google raspberrypi lattepanda python colaboratory
Language:Python 82
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.
pose-estimation deep-learning human-pose-estimation tensorflow tpu tensorflow2
Language:Python 82
sayakpaul / FunMatch-Distillation
TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.
vision bit-resnet transfer-learning knowledge-distillation tpu keras tensorflow image-classification
Language:Jupyter Notebook 80
GSOC
captain-pool / GSOC
Repository for Google Summer of Code 2019 https://summerofcode.withgoogle.com/projects/#4662790671826944
enhanced-super-resolution googlesummerofcode keras onnx super-resolution tensorflow tensorflow-2 tensorflow-2-sample tensorflow-datasets tf-hub tpu
Language:Python 68
embedeep / FREE-TPU-V3plus-for-FPGA
FREE TPU V3plus for FPGA is the free version of a commercial AI processor (EEP-TPU) for Deep Learning EDGE Inference
accelerator ai npu npu-compiler tpu tpu-acceleration transformer ai-processor zynq transformer-accelerator ai-compiler caffe fpga lstm pytorch
Language:V 64
GoogleCloudPlatform / ml-testing-accelerators
Testing framework for Deep Learning models (Tensorflow and PyTorch) on Google Cloud hardware accelerators (TPU and GPU)
testing-accelerators machine-learning tpu gpu
Language:Jsonnet 62
gsarti / t5-flax-gcp
Tutorial to pretrain & fine-tune a 🤗 Flax T5 model on a TPUv3-8 with GCP
tpu gcp tpu-vm huggingface transformers t5 text-to-text-transfer-transformer seq2seq
Language:Python 57
google / xpk
xpk (Accelerated Processing Kit, pronounced x-p-k,) is a software tool to help Cloud developers to orchestrate training jobs on accelerators such as TPUs and GPUs on GKE.
gcloud gke tpu
Language:Python 52
rickiepark / deep-learning-with-python-2nd
<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소
cnn deep-learning gan image-classification image-style-transfer keras neural-network rnn tensorflow text-classification text-generation transformer image-augmentation image-segmentation keras-tuner machine-translation mixed-precision multi-gpu tpu time-series
Language:Jupyter Notebook 49
andreped / GradientAccumulator
:dart: Accumulated Gradients for TensorFlow 2
tensorflow accumulated-gradients tensorflow2 tf2 batch-size memory-constraints gradient-accumulation distributed-training float16 mixed-precision deep-learning keras adaptive-gradient-clipping gpu tpu huggingface accumulated-batch-normalization multi-gpu hacktoberfest
Language:Python 47
HomebrewNLP / Olmax
HomebrewNLP in JAX flavour for maintable TPU-Training
jax tpu
Language:Python 45
instadeepai / sebulba
🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX
deep-learning jax machine-learning reinforcement-learning tpu ai hpc podracer ppo sebulba
Language:Python 43
PINTO0309 / TPU-Posenet
Edge TPU Accelerator / Multi-TPU / Multi-Model + Posenet/DeeplabV3/MobileNet-SSD + Python + Sync / Async + LaptopPC / RaspberryPi
tpu posenet python raspberrypi opencv picamera
Language:Python 42

tpu

tensorflow / tensor2tensor

skypilot-org / skypilot

tensorflow / adanet

hollance / neural-engine

imcaspar / gpt2-ml

ayaka14732 / tpu-starter

chrisbutner / ChessCoach

jofrfu / tinyTPU

tumaer / JAXFLUIDS

magic-blue-smoke / Dual-Edge-TPU-Adapter

embedeep / Free-TPU

JuliaGPU / XLA.jl

Kohulan / DECIMER-Image_Transformer

hhk7734 / tensorflow-yolov4

nyx-ai / stylegan2-flax-tpu

robotperf / benchmarks

google / JetStream

rwightman / efficientnet-jax

yapay-ogrenme / googlecodelabs

HomebrewNLP / revlib

cea-wind / SimpleTPU

cameronshinn / tiny-tpu

koshian2 / OctConv-TFKeras

PINTO0309 / TPU-MobilenetSSD

wmcnally / evopose2d

sayakpaul / FunMatch-Distillation

captain-pool / GSOC

embedeep / FREE-TPU-V3plus-for-FPGA

GoogleCloudPlatform / ml-testing-accelerators

gsarti / t5-flax-gcp

google / xpk

rickiepark / deep-learning-with-python-2nd

andreped / GradientAccumulator

HomebrewNLP / Olmax

instadeepai / sebulba

PINTO0309 / TPU-Posenet