基础Docker镜像

所有镜像都可以通过AutoAI内网uhub.service.ucloud.cn拉取,如果从公网拉取,请通过uhub.ucloud.cn.

TensorFLow

TensorFlow2.0.0a py3 (cuda10):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-3.5_tensorflow-2.0.0a:v1.0
TensorFlow2.0.0a py2 (cuda10):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-2.7_tensorflow-2.0.0a:v1.0
TensorFlow1.12.0 py3 (cuda9):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-3.5_tensorflow-1.12.0:v1.0
TensorFlow1.12.0 py2 (cuda9):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-2.7_tensorflow-1.12.0:v1.0
TensorFlow1.9.0 py3 (cuda9):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-3.6_tensorflow-1.9.0:v1.0
TensorFlow1.9.0 py2 (cuda9):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-2.7_tensorflow-1.9.0:v1.0
TensorFlow1.8.0 py3 (cuda9):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-3.6_tensorflow-1.8.0:v1.0
TensorFlow1.8.0 py2 (cuda9):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-2.7_tensorflow-1.8.0:v1.0
TensorFlow1.7.0 py3 (cuda9):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-3.6_tensorflow-1.7.0:v1.0
TensorFlow1.7.0 py2 (cuda9):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-2.7_tensorflow-1.7.0:v1.0
TensorFlow1.6.0 py3 (cuda9):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-3.6_tensorflow-1.6.0:v1.0
TensorFlow1.6.0 py2 (cuda9):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-2.7.6_tensorflow-1.6.0:v1.0
TensorFlow1.5.0 py2 (cuda9):uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-2.7.6_tensorflow-1.5.0:v1.0
TensorFlow1.4.0 py2:uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-14.04_python-2.7.6_tensorflow-1.4.0:v1.0
TensorFlow1.4.0 py3:uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-3.6.2_tensorflow-1.4.0:v1.0
TensorFlow1.3.0 py3:uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-3.6.2_tensorflow-1.3.0:v1.0
TensorFlow1.2.0 py2:uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-14.04_python-2.7.6_tensorflow-1.2.0:v1.0

Case Study(TensorFlow)

object-detection(1.5): uhub.service.ucloud.cn/uaishare/tf-obj-detect:tf-1.5
object-detection(1.4): uhub.service.ucloud.cn/uaishare/tf-obj-detect:tf-1.4
deep-speech: uhub.service.ucloud.cn/uaishare/deepspeech:tf-1.4
tensorflow-model-1.8.0(1.5): uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-2.7.6_tensorflow-1.5_models:v1.8.0
tensorflow-model-1.8.0(1.6): uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-2.7.6_tensorflow-1.6_models:v1.8.0

Caffe

Caffe 1.0.0: uhub.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-14.04_python-2.7.6_caffe-1.0.0:v1.0

Case Study(Caffe)

Faster-RCNN: uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-14.04_python-2.7.6_caffe-py-faster-rcnn:v1.0
RFCN: uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-14.04_python-2.7.6_caffe-py-rfcn:v1.0

Case Study(Caffe2)

Detectron: uhub.service.ucloud.cn/uai_dockers/gpu_uaitrain_ubuntu-16.04_python-2.7.6_caffe2:v1.0

MXNet

MXNet 1.0.0 (cuda9): uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-2.7.6_mxnet-1.0.0cuda9:v1.0
MXNet 1.0.0 (cuda8): uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-14.04_python-2.7.6_mxnet-1.0.0:v1.0
MXNet 0.11.0: uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-14.04_python-2.7.6_mxnet-0.11.0:v1.0

Keras

Keras 2.1.6 py3(tf-1.8): uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-3.6_keras-2.1.6:v1.0
Keras 2.1.6 py2(tf-1.8): uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-2.7_keras-2.1.6:v1.0
Keras 2.0.8: uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-14.04_python-2.7.6_keras-2.0.8:v1.0

Pytorch

Pytorch-0.2.0: uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-14.04_python-2.7.6_pytorch-0.2.0:v1.0
Pytorch-0.4: uhub.service.ucloud.cn/uaishare/gpu_uaitrain_ubuntu-16.04_python-3.6_pytorch-0.4:v1.0