Top 15 tpu open source projects

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

✭ 11,865

python Jupyter Notebook deep-learning machine-learning reinforcement-learning machine-translation tpu

Fast and flexible AutoML with learning guarantees.

✭ 3,340

python Jupyter Notebook deep-learning machine-learning tensorflow gpu automl neural-architecture-search ensemble learning-theory distributed-training tpu

GSOC

Repository for Google Summer of Code 2019 https://summerofcode.withgoogle.com/projects/#4662790671826944

✭ 61

python shell Starlark tensorflow keras super-resolution tpu googlesummerofcode onnx tensorflow-datasets tensorflow-2 tf-hub tensorflow-2-sample enhanced-super-resolution

hfta

Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion

✭ 18

python shell Dockerfile machine-learning deep-learning neural-network gpu pytorch tpu hardware-utilization

bert quora question pairs

BERT Model Fine-tuning on Quora Questions Pairs

✭ 28

Jupyter Notebook nlp tensorflow bert quora-question-pairs tpu google-colab

berserker

Berserker - BERt chineSE woRd toKenizER

✭ 17

python nlp tensorflow tokenizer chinese-nlp sequence-to-sequence bert chinese-word-segmentation tpu state-of-the-art bert-chinese

efficientnet-jax

EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax

✭ 114

python Dockerfile flax mixnet tpu jax mobilenetv2 mobilenetv3 efficientnet objax flax-linen

googlecodelabs

TPU ile Yapay Sinir Ağlarınızı Çok Daha Hızlı Eğitin

✭ 116

Jupyter Notebook deeplearning codelabs tpu colab-notebook

ml-testing-accelerators

Testing framework for Deep Learning models (Tensorflow and PyTorch) on Google Cloud hardware accelerators (TPU and GPU)

✭ 45

Jsonnet python shell Jinja machine-learning gpu tpu testing-accelerators

point-cloud-segmentation

TF2 implementation of PointNet for segmenting point clouds

✭ 33

python Jupyter Notebook Dockerfile deep-learning keras point-cloud segmentation tpu tensorflow2

tensorflow-yolov4

YOLOv4 Implemented in Tensorflow 2.

✭ 136

tensorflow coral tpu tflite edgetpu yolov4

TPU-MobilenetSSD

Edge TPU Accelerator / Multi-TPU + MobileNet-SSD v2 + Python + Async + LattePandaAlpha/RaspberryPi3/LaptopPC

✭ 82

python shell opencv google raspberrypi lattepanda tpu tensorflowlite mobilenetv2 colaboratory mobilenetssd tensorflow-lite

TPU-Posenet

Edge TPU Accelerator / Multi-TPU / Multi-Model + Posenet/DeeplabV3/MobileNet-SSD + Python + Sync / Async + LaptopPC / RaspberryPi

✭ 39

python shell opencv raspberrypi picamera tpu posenet

tiny-tpu

Small-scale Tensor Processing Unit built on an FPGA

✭ 61

Verilog C++c Makefile fpga neural-network convolutional-neural-networks fpga-accelerator tpu tpu-acceleration

managed ml systems and iot

Managed Machine Learning Systems and Internet of Things Live Lesson

✭ 35

Jupyter Notebook bigquery iot machine-learning tutorial cpu ai fpga deep-learning ml safari automl managed edge-computing tpu movidius sagemaker deeplense

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