Repository: intelligent-machine-learning/dlrover (language: python)

Issue:
案例介绍中图3解释
在 https://github.com/intelligent-machine-learning/dlrover/blob/master/docs/blogs/stabilize_llm_training_cn.md 中，图3的应该是 ElasticJob Operator ，原来少了一个 c ？



Discussion / hints:

Fix patch:
diff --git a/docs/blogs/stabilize_llm_training_cn.md b/docs/blogs/stabilize_llm_training_cn.md
index 712023fc7..ad7f847ff 100644
--- a/docs/blogs/stabilize_llm_training_cn.md
+++ b/docs/blogs/stabilize_llm_training_cn.md
@@ -101,7 +101,7 @@ worker 是运行 AI 训练的节点，其主要包含一个基于 TorchElastic 
 从 master 获取组网信息、启动和监控训练进程和上报心跳信息。如下图所示：
 
 <div align="center">
-<img src="../figures/ft_llm_training/dlrover_ft_arch.png" alt="Editor" width="600">
+<img src="../figures/ft_llm_training/dlrover_ft_arch.jpg" alt="Editor" width="600">
 
 <text>图3：DLRover 弹性训练架构 </text>
 </div>
diff --git a/docs/design/straggler-detection.md b/docs/design/straggler-detection.md
index e50a79e58..b0eda3f6a 100644
--- a/docs/design/straggler-detection.md
+++ b/docs/design/straggler-detection.md
@@ -115,7 +115,7 @@ spec:
           containers:
             - name: main
               # yamllint disable-line rule:line-length
-              image: registry.cn-hangzhou.aliyuncs.com/intell-ai/dlrover:torch201-mnist
+              image: registry.cn-hangzhou.aliyuncs.com/intell-ai/dlrover:pytorch-example
               imagePullPolicy: Always
               command:
                 - /bin/bash
diff --git a/docs/figures/dlrover_ft_arch.jpg b/docs/figures/dlrover_ft_arch.jpg
new file mode 100644
index 000000000..29ce208de
Binary files /dev/null and b/docs/figures/dlrover_ft_arch.jpg differ
diff --git a/docs/figures/ft_llm_training/dlrover_ft_arch.png b/docs/figures/ft_llm_training/dlrover_ft_arch.png
deleted file mode 100644
index 561770b30..000000000
Binary files a/docs/figures/ft_llm_training/dlrover_ft_arch.png and /dev/null differ
diff --git a/docs/tech_report/fault_tolerance_exps.md b/docs/tech_report/fault_tolerance_exps.md
index 0db4a309a..86c512291 100644
--- a/docs/tech_report/fault_tolerance_exps.md
+++ b/docs/tech_report/fault_tolerance_exps.md
@@ -88,7 +88,7 @@ use chaosblade to perform a CPU full load 90% on the `worker-1` with the command
 chaosblade-1.7.2/blade create cpu load --cpu-percent 90
 ```
 
-If you use the image `registry.cn-hangzhou.aliyuncs.com/intell-ai/dlrover:torch201-mnist`,
+If you use the image `registry.cn-hangzhou.aliyuncs.com/intell-ai/dlrover:pytorch-example`,
 you can use chaosblade to create a chaos experiment by
 
 ```bash


Test patch:
diff --git a/examples/pytorch/mnist/chaos_test_job.yaml b/examples/pytorch/mnist/chaos_test_job.yaml
index 3fb5818d7..4d745e1ed 100644
--- a/examples/pytorch/mnist/chaos_test_job.yaml
+++ b/examples/pytorch/mnist/chaos_test_job.yaml
@@ -17,7 +17,7 @@ spec:
             - name: main
               # build the image with mnist_chaos.dockerfile
               # yamllint disable-line rule:line-length
-              image: registry.cn-hangzhou.aliyuncs.com/intell-ai/dlrover:torch201-mnist
+              image: registry.cn-hangzhou.aliyuncs.com/intell-ai/dlrover:pytorch-example
               imagePullPolicy: Always
               command:
                 - /bin/bash