先 start 为敬

@Kinnice 对的，可以这样用

@CheckMySoul 感谢

@Kinnice


奇怪了，现在本地 docker 有 kubeflowkatib/suggestion-hyperopt:v0.15.0 ，但启动的 pod 里显示拉取 docker.io/kubeflowkatib/suggestion-hyperopt:v0.15.0 失败


Tolerations: node.kubernetes.io/not-ready:NoExecute op=Exists for 300s
node.kubernetes.io/unreachable:NoExecute op=Exists for 300s
Events:
Type Reason Age From Message
---- ------ ---- ---- -------
Normal Scheduled 2m17s default-scheduler Successfully assigned kubeflow/tune-experiment-random-6b69cc8b67-pnvbp to szl-dev-k8s-node4
Warning Failed 103s kubelet Failed to pull image "docker.io/kubeflowkatib/suggestion-hyperopt:v0.15.0": rpc error: code = Unknown desc = Error response from daemon: Get "https://registry-1.docker.io/v2/": dial tcp: lookup registry-1.docker.io on 223.5.5.5:53: read udp 172.27.12.232:1179->223.5.5.5:53: i/o timeout
Warning Failed 72s kubelet Failed to pull image "docker.io/kubeflowkatib/suggestion-hyperopt:v0.15.0": rpc error: code = Unknown desc = Error response from daemon: Get "https://registry-1.docker.io/v2/": dial tcp: lookup registry-1.docker.io on 223.5.5.5:53: read udp 172.27.12.232:47682->223.5.5.5:53: i/o timeout
Normal Pulling 46s (x3 over 2m17s) kubelet Pulling image "docker.io/kubeflowkatib/suggestion-hyperopt:v0.15.0"
Warning Failed 26s (x3 over 103s) kubelet Error: ErrImagePull
Warning Failed 26s kubelet Failed to pull image "docker.io/kubeflowkatib/suggestion-hyperopt:v0.15.0": rpc error: code = Unknown desc = Error response from daemon: Get "https://registry-1.docker.io/v2/": dial tcp: lookup registry-1.docker.io on 223.5.5.5:53: read udp 172.27.12.232:43115->223.5.5.5:53: i/o timeout
Normal BackOff 0s (x4 over 103s) kubelet Back-off pulling image "docker.io/kubeflowkatib/suggestion-hyperopt:v0.15.0"
Warning Failed 0s (x4 over 103s) kubelet Error: ImagePullBackOff
root@ubuntu-Standard-PC-Q35-ICH9-2009:~/docker#
root@ubuntu-Standard-PC-Q35-ICH9-2009:~/docker# docker images | grep katib
kubeflowkatib/suggestion-goptuna latest 43cc63bf9b79 2 weeks ago 45.8MB
kubeflowkatib/tfevent-metrics-collector latest d4c69f6016a5 2 weeks ago 2.14GB
kubeflowkatib/suggestion-optuna latest 1727e84b8189 2 weeks ago 268MB
kubeflowkatib/file-metrics-collector latest ad0404bbec45 2 weeks ago 32.4MB
kubeflowkatib/suggestion-hyperopt latest a05b0ad35155 2 weeks ago 490MB
kubeflowkatib/suggestion-hyperopt v0.15.0 a05b0ad35155 2 weeks ago 490MB
root@ubuntu-Standard-PC-Q35-ICH9-2009:~/docker#

@Kinnice

现在是这样，K8S 启动一个 pod 需要拉 docker.io/kubeflowkatib/suggestion-hyperopt:v0.15.0

那么本地 docker 中存在 kubeflowkatib/suggestion-hyperopt:v0.15.0 (没有 docker.io 前缀) 也可以吗

Bert 得到句向量 Embedding 再 L2 归一化
然后矩阵乘法计算两两之间按相似度