tpu

There are 6 repositories under tpu topic.

tensorflow / tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
machine-learning machine-translation deep-learning reinforcement-learning tpu
Language:Python 12919
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
Language:Jupyter Notebook 3434
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 1519
skypilot-org / skypilot
SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.
cloud-computing data-science deep-learning gpu hyperparameter-tuning machine-learning tpu job-queue job-scheduler serverless cloud-management distributed-training ml-infrastructure multicloud spot-instances
Language:Python 1448
hollance / neural-engine
Everything we actually know about the Apple Neural Engine (ANE)
neural-engine ane coreml iphone ios neural-network tpu
959
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 249
ayaka14732 / tpu-starter
Everything you want to know about Google Cloud TPU
tpu deep-learning cloud-tpu google-cloud-platform gcp machine-learning jax
Language:Python 222
JuliaTPU / XLA.jl
Julia on TPUs
julia-language tpu going-faster xla peanut-butter machine-learning deep-learning
Language:Julia 222
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 189
hhk7734 / tensorflow-yolov4
YOLOv4 Implemented in Tensorflow 2.
yolov4 tensorflow tflite tpu coral edgetpu
Language:Python 134
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 134
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
130
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 127
yapay-ogrenme / googlecodelabs
TPU ile Yapay Sinir Ağlarınızı Çok Daha Hızlı Eğitin
tpu codelabs deeplearning colab-notebook
Language:Jupyter Notebook 117
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 112
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 112
koshian2 / OctConv-TFKeras
Unofficial implementation of Octave Convolutions (OctConv) in TensorFlow / Keras.
keras octconv tensorflow-keras tpu
Language:Jupyter Notebook 101
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.
deep-learning human-pose-estimation pose-estimation tensorflow tensorflow2 tpu
Language:Python 80
Kohulan / DECIMER-Image_Transformer
DECIMER 2.0: Deep Learning for Chemical Image Recognition using Efficient-Net V2 + Transformer
chemical-image-recognition image-data-mining transformers decimer tpu
Language:Python 77
cea-wind / SimpleTPU
A FPGA Based CNN accelerator, following Google's TPU V1.
cnn accelerator tpu cnn-accelerator fpga xilinx hls synthesis
Language:C++ 75
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 68
GSOC
captain-pool / GSOC
Repository for Google Summer of Code 2019 https://summerofcode.withgoogle.com/projects/#4662790671826944
tensorflow googlesummerofcode keras tensorflow-2 tpu tf-hub tensorflow-datasets tensorflow-2-sample onnx super-resolution enhanced-super-resolution
Language:Python 65
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 60
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
Language:Jsonnet 48
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 44
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 39
victordibia / tpuDCGAN
Train DCGAN with TPUs on Google Cloud
dcgan dcgan-tensorflow tpu machine-learning deep-learning gan
Language:Python 39
noahgift / managed_ml_systems_and_iot
Managed Machine Learning Systems and Internet of Things Live Lesson
python ml machine-learning ai safari tutorial deeplense edge-computing deep-learning movidius iot managed sagemaker automl bigquery tpu cpu fpga
Language:Jupyter Notebook 35
soumik12345 / point-cloud-segmentation
TF2 implementation of PointNet for segmenting point clouds
point-cloud segmentation tensorflow2 keras tpu deep-learning
Language:Python 33
HomebrewNLP / Olmax
HomebrewNLP in JAX flavour for maintable TPU-Training
jax tpu attention transformer gpt hpc
Language:Python 32
SciML / AutoOffload.jl
Automatic GPU, TPU, FPGA, Xeon Phi, Multithreaded, Distributed, etc. offloading for scientific machine learning (SciML) and differential equations
gpu tpu fpga xeon-phi multithreading multiprocessing distributed sciml scientific-machine-learning differential-equations
Language:Julia 31
eclipse-iofog / iofog.org
Website for Eclipse ioFog, a distributed Edge Compute Network (ECN) platform
iofog yaml eclipse-iot eclipse-edge edge-computing edge kubernetes edge-native tpu tpu-acceleration neural-compute-stick neural-compute-stick-2 myriad vpu gpu-acceleration jetson-tx2 jetson-nano jetsontx2 jetson-agx-xavier edge-compute-network
Language:JavaScript 29
drc10723 / bert_quora_question_pairs
BERT Model Fine-tuning on Quora Questions Pairs
bert quora-question-pairs google-colab tpu tensorflow nlp
Language:Jupyter Notebook 27
UofT-EcoSystem / hfta
Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion
deep-learning machine-learning pytorch gpu tpu neural-network hardware-utilization
Language:Python 27
ClashLuke / tpucare
Automatically take good care of your preemptible TPUs
hpc preemptible tpu mlops
Language:Python 25

tpu

tensorflow / tensor2tensor

tensorflow / adanet

imcaspar / gpt2-ml

skypilot-org / skypilot

hollance / neural-engine

jofrfu / tinyTPU

ayaka14732 / tpu-starter

JuliaTPU / XLA.jl

embedeep / Free-TPU

hhk7734 / tensorflow-yolov4

tumaer / JAXFLUIDS

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

nyx-ai / stylegan2-flax-tpu

yapay-ogrenme / googlecodelabs

HomebrewNLP / revlib

rwightman / efficientnet-jax

koshian2 / OctConv-TFKeras

PINTO0309 / TPU-MobilenetSSD

wmcnally / evopose2d

Kohulan / DECIMER-Image_Transformer

cea-wind / SimpleTPU

sayakpaul / FunMatch-Distillation

captain-pool / GSOC

cameronshinn / tiny-tpu

GoogleCloudPlatform / ml-testing-accelerators

gsarti / t5-flax-gcp

PINTO0309 / TPU-Posenet

victordibia / tpuDCGAN

noahgift / managed_ml_systems_and_iot

soumik12345 / point-cloud-segmentation

HomebrewNLP / Olmax

SciML / AutoOffload.jl

eclipse-iofog / iofog.org

drc10723 / bert_quora_question_pairs

UofT-EcoSystem / hfta

ClashLuke / tpucare