docs: add InfiniMetrics Dashboard user guide with images

Author: zzhfz

docs/dashboard.md

@@ -37,7 +37,7 @@ service
 to perform fuzzy matching on Run IDs
 
 Example screenshot:
-![Run_ID research](https://private-user-images.githubusercontent.com/94775646/561443423-ac18e86d-b6e3-4ae5-a386-15d9cf34bf69.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.pOFgY_W8dwv-cMMSBP4yee_2l0we_iCL4jptlMLIsnk)
+![Run_ID research](./images/runid_research.jpg)
 ## 2. Running the Dashboard
 ### 2.1 Environment Requirements
 
@@ -83,7 +83,8 @@ GPU memory usage
 Communication configuration analysis
 ```
 Example screenshot:
-![Communication Test](https://private-user-images.githubusercontent.com/94775646/561443439-b3e3f409-6bb9-4c32-bee8-9928781fcd39.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.AaFHdRt4SGyldFCZR1hNBhySRoR2cGDHQ0aAVNG4dq8)
+![Communication Test](./images/dashboard_communication.jpg)
+
 ## 4. Inference Test Analysis
 
 Path:
@@ -108,7 +109,8 @@ GPU memory usage
 Inference configuration analysis
 ```
 Example screenshot:
-![Inference Test](https://private-user-images.githubusercontent.com/94775646/561443450-9b57045c-d320-4da6-9b23-6e0f9a6c96cb.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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._LAZMfKkStSoWgw-1t22fOdlbkng-xZnV9rHIpd4v-M)
+![Inference Test](./images/dashboard_inference.jpg)
+
 ## 5. Training Test Analysis
 
 Path:
@@ -128,7 +130,8 @@ GPU memory usage
 Training configuration analysis
 ```
 Example screenshot:
-![Training Test](https://private-user-images.githubusercontent.com/94775646/561443390-5a789775-9fd4-4146-932d-df2436c20977.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.3YfafricSVbHzguSeDhhKiQ0S68AQDY48a1HRpMHTj4)
+![Training Test](./images/dashboard_training.jpg)
+
 ## 6. Operator Test Analysis
 
 Path:
@@ -144,4 +147,4 @@ flops
 bandwidth
 ```
 Example screenshot:
-![Operator Test](https://private-user-images.githubusercontent.com/94775646/561443431-58d7f944-8e6b-4f2a-8fdc-671d09653da8.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3NzMyMTc3MTAsIm5iZiI6MTc3MzIxNzQxMCwicGF0aCI6Ii85NDc3NTY0Ni81NjE0NDM0MzEtNThkN2Y5NDQtOGU2Yi00ZjJhLThmZGMtNjcxZDA5NjUzZGE4LmpwZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjAzMTElMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwMzExVDA4MjMzMFomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTBjNzNhNGI5YjhlMDc3MjNiMzU3ODQ5YTNjMDBjYTcyN2E1NjIxNjAyNGU3ZDM5ODMwMGVlZTMyMWY0OGE3ZTcmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0In0.OpDxdAaEsdHYX_jOWNmmdPB-jKp92gbLh1VFs0H2j6c)
+![Operator Test](./images/dashboard_operators.jpg)

docs/images/dashboard_communication.jpg

@@ -34,7 +34,8 @@ service
 对 Run ID 进行模糊匹配搜索
 
 示例截图：
-![run_id搜索](https://private-user-images.githubusercontent.com/94775646/561443423-ac18e86d-b6e3-4ae5-a386-15d9cf34bf69.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.pOFgY_W8dwv-cMMSBP4yee_2l0we_iCL4jptlMLIsnk)
+
+![Run ID搜索](../images/runid_research.jpg)
 ## 2. 运行 Dashboard 
 ### 2.1 环境依赖
 使用 Dashboard 前需要安装以下依赖：
@@ -81,7 +82,7 @@ Dashboard → 通信性能测试
 
 示例截图：
 
-![通信测试](https://private-user-images.githubusercontent.com/94775646/561443439-b3e3f409-6bb9-4c32-bee8-9928781fcd39.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.AaFHdRt4SGyldFCZR1hNBhySRoR2cGDHQ0aAVNG4dq8)
+![通信测试](../images/dashboard_communication.jpg)
 ## 4. 推理测试分析
 
 路径：
@@ -109,7 +110,7 @@ Throughput
 ```
 示例截图：
 
-![推理测试](https://private-user-images.githubusercontent.com/94775646/561443450-9b57045c-d320-4da6-9b23-6e0f9a6c96cb.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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._LAZMfKkStSoWgw-1t22fOdlbkng-xZnV9rHIpd4v-M)
+![推理测试](../images/dashboard_inference.jpg)
 
 ## 5. 训练测试分析
 路径：
@@ -132,7 +133,7 @@ Throughput 曲线
 ```
 示例截图：
 
-![训练测试](https://private-user-images.githubusercontent.com/94775646/561443390-5a789775-9fd4-4146-932d-df2436c20977.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3NzMyMTc3MTAsIm5iZiI6MTc3MzIxNzQxMCwicGF0aCI6Ii85NDc3NTY0Ni81NjE0NDMzOTAtNWE3ODk3NzUtOWZkNC00MTQ2LTkzMmQtZGYyNDM2YzIwOTc3LmpwZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjAzMTElMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwMzExVDA4MjMzMFomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTc4ZjFkZGFjYWE1ZWM0ZDRjOWQ3M2QxYzM4YzRjNzUyZmMzZGIwMTQwNjBjMDU4N2QyMmUyOTRlYzU3MWRkN2UmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0In0.3YfafricSVbHzguSeDhhKiQ0S68AQDY48a1HRpMHTj4)
+![训练测试](../images/dashboard_training.jpg)
 
 ## 6. 算子测试分析
 
@@ -153,5 +154,4 @@ bandwidth
 
 示例截图：
 
-![算子测试](https://private-user-images.githubusercontent.com/94775646/561443431-58d7f944-8e6b-4f2a-8fdc-671d09653da8.jpg?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.OpDxdAaEsdHYX_jOWNmmdPB-jKp92gbLh1VFs0H2j6c)
-
+![算子测试](../images/dashboard_operators.jpg)