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Tensorflow Research Cloud granted me 100+5 TPUs for 30 days. Object Detection using TPUs

License: MIT License

Shell 78.72% Python 21.28%

tfrc's Introduction

Tensorflow Research Cloud

Tensorflow Research Cloud granted me 100+5 TPUs for 30 days. I am using TPUs to train deep neural networks for Object Detection task.

More about TFRC

TPU Models

Model name	Speed (ms, TITAN X)	COCO mAP	FLIR ADAS	Open Images V4	ERL2018
ssd_mobilenet_v1_0.75_depth_coco	26	18
ssd_mobilenet_v1_quantized_coco	29	18
ssd_mobilenet_v1_0.75_depth_quantized_coco	29	16
ssd_mobilenet_v1_ppn_coco	26	20
ssd_mobilenet_v1_fpn_coco	56	32
ssd_resnet_50_fpn_coco	76	35

Download COCO checkpoints

With the script download_tpu_models_to_gs.sh you can download all models from the table above and upload them into your storage bucket.

tfrc's People

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cassandra-t-oduola wissamantoun

tfrc's Issues

Access to TFRC

Hello all Dears,

How can we access free tpu via TFRC for pre-training BERT language Model on a specific language?

the link below explains that we have to sign up here: https://services.google.com/fb/forms/tpusignup/ , but it seems that it's a dead URL.
https://ai.googleblog.com/2017/05/introducing-tensorflow-research-cloud.html

Nothing happened By Apply now at https://www.tensorflow.org/tfrc

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