dotnet / dotnet/machinelearning-modelbuilder
Image classification & Object detection: Training failed when choosing Azure environment.
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Mô tả
**System Information (please complete the following information):**
Windows OS: Windows-11-Enterprise-24H2
ML.Net Model Builder 2022: 17.19.2.2522504 (Main Build)
Microsoft Visual Studio Enterprise: 2022(17.13.6)
.Net Core: 8.0,9.0
**Describe the bug**
- On which step of the process did you run into an issue:
Training failed when choosing Azure environment.
**TestMatrix**
https://testpass.blob.core.windows.net/test-pass-data/weather.zip
**To Reproduce**
Steps to reproduce the behavior:
1. Select Create a new project from the Visual Studio start window.
2. Choose the C# Console App (.NET Core) project template.
3. Add model builder by right click on the project.
4. Select **"Image classification or Object detection"** scenarios.
5. Choose "Azure" environment.
6. On Data page, choose the data source.
7. On the Train page, click "Start training" button.
**Expected behavior**
Training successfully.
**Screenshot**

**Additional context**
RunId: https://ml.azure.com/experiments/id/0d8f2fdb-88e8-45e7-9eb3-33190f139157/runs/ohzrovogiajzuia?wsid=/subscriptions/95a6233a-023b-4ba2-b994-50066ea80ba1/resourceGroups/LocTest_New/providers/Microsoft.MachineLearningServices/workspaces/FullTestPass_New&tid=72f988bf-86f1-41af-91ab-2d7cd011db47
**Error**
MLTable input is invalid. UserErrorException: Message: Encountered user error while fetching data from Dataset. Error: UserErrorException: Message: Failed to download mltable yaml with error: Error Code: UserError Error Message: Getting permission error when trying to access MLTable,please make sure proper access is configured on storage: Error Code: ScriptExecution.StreamAccess.Authentication Native Error: error in streaming from input data sources StreamError(PermissionDenied(None)) => permission denied when access stream. Reason: None PermissionDenied(None) Error Message: Authentication failed when trying to access the stream. Make sure you have correct permissions set up. Err("")| session_id=95deffc1-7c5b-41e8-b5ae-0c2079e33d24| session_id=95deffc1-7c5b-41e8-b5ae-0c2079e33d24 InnerException None ErrorResponse { "error": { "code": "UserError", "message": "Failed to download mltable yaml with error: \nError Code: UserError\nError Message: Getting permission error when trying to access MLTable,please make sure proper access is configured on storage: \nError Code: ScriptExecution.StreamAccess.Authentication\nNative Error: error in streaming from input data sources\n\tStreamError(PermissionDenied(None))\n=> permission denied when access stream. Reason: None\n\tPermissionDenied(None)\nError Message: Authentication failed when trying to access the stream. Make sure you have correct permissions set up. Err(\"\")| session_id=95deffc1-7c5b-41e8-b5ae-0c2079e33d24| session_id=95deffc1-7c5b-41e8-b5ae-0c2079e33d24" } } InnerException UserErrorException: Message: Failed to download mltable yaml with error: Error Code: UserError Error Message: Getting permission error when trying to access MLTable,please make sure proper access is configured on storage: Error Code: ScriptExecution.StreamAccess.Authentication Native Error: error in streaming from input data sources StreamError(PermissionDenied(None)) => permission denied when access stream. Reason: None PermissionDenied(None) Error Message: Authentication failed when trying to access the stream. Make sure you have correct permissions set up. Err("")| session_id=95deffc1-7c5b-41e8-b5ae-0c2079e33d24| session_id=95deffc1-7c5b-41e8-b5ae-0c2079e33d24 InnerException None ErrorResponse { "error": { "code": "UserError", "message": "Failed to download mltable yaml with error: \nError Code: UserError\nError Message: Getting permission error when trying to access MLTable,please make sure proper access is configured on storage: \nError Code: ScriptExecution.StreamAccess.Authentication\nNative Error: error in streaming from input data sources\n\tStreamError(PermissionDenied(None))\n=> permission denied when access stream. Reason: None\n\tPermissionDenied(None)\nError Message: Authentication failed when trying to access the stream. Make sure you have correct permissions set up. Err(\"\")| session_id=95deffc1-7c5b-41e8-b5ae-0c2079e33d24| session_id=95deffc1-7c5b-
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Hướng nghiên cứu
Bắt đầu bằng cách tái hiện quy trình Image classification hoặc Object detection trong môi trường Azure bằng dữ liệu weather.zip được liên kết và bước huấn luyện. Điều tra lỗi quyền của MLTable và cấu hình quyền truy cập bộ nhớ Azure được hiển thị trong lỗi và RunId. Công việc được xem là hoàn tất khi quá trình huấn luyện hoàn thành thành công cho kịch bản được báo cáo.
Do mô hình lập chỉ mục viết ra từ nội dung của issue.
Đánh giá
- Công nghệ
- azure, csharp, machine-learning
- Lĩnh vực
- cloud, machine-learning
- Loại issue
- Lỗi
- Độ khó
- 4/5
- Thời gian dự kiến
- 3-5 ngày
- Mức độ hoạt động
- Đình trệ
- Độ rõ ràng
- Khá rõ ràng
- Mức phù hợp với người mới
- 35/100