主题Re: ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误在ArcGIS Pro问题 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1059189#M41066

在Esri深度学习框架GitHub网站上记录的问题，其他人已经独立确认了这个错误: https://github.com/Esri/deep-learning-frameworks/issues/19 

添加一些Esri人员寻求帮助: @VinayViswambharan， @匿名用户 

 2021年5月18日星期二21:37:28 GMT Tim_McGinnes 2021 - 05 - 18 - t21:37:28z ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058277#M40961

想尝试Pro 2.8中的一些新的深度学习工具。我有一个干净的2.8安装，克隆的Python环境和深度学习模块安装“conda install deep-learning-essentials”。

我可以成功运行在环境变量中指定CPU的深度学习工具。但当我选择GPU时，得到一个错误框弹出:“ArcGIS Pro经历了一个致命的授权错误，必须关闭”。截图附带显示错误和消息时，运行检测对象工具。< / P >

I have ArcGIS Pro 2.8 Advanced and the Image Analyst extension licensed as a named user through ArcGIS Online. The same thing is occurring on two different machines, desktop with 5Gb Quadro P2000 and laptop with 8Gb GeForce RTX 2080. Both machines on Windows 10.

Am I just too quick off the mark trying to do deep learning in Pro 2.8?

 2021年5月15日(星期六)05:15:52 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058277#M40961 Tim_McGinnes 2021 - 05 - 15 - t05:15:52z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058280#M40962

深度学习概要::Anaconda.org

< A href="https://anaconda.org/Esri/deep-learning-essentials/files" target="_blank" rel="noopener">Files:: Anaconda.org

< A href="https://github.com/Esri/deep-learning-frameworks" target="_blank" rel="noopener">Esri/ Deep - Learning -frameworks:

你能检查第二个链接与你的下载，以确保2.8版本的安装。

在最后一个链接中，似乎2.8的安装说明还没有出现。< / P >

Deep learning frequently asked questions—ArcGIS Pro | Documentation

In case I missed something. 

 2021年5月15日(星期六)09:22:28 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058280#M40962 DanPatterson 2021 - 05 - 15 - t09:22:28z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058286#M40964

是的，它肯定安装了深度学习精华2.8。附上Conda安装(试运行)和Conda列表输出。< / P >

Further investigation shows these tools have the error when using GPU:

  • Classify Pixels Using Deep Learning
  • Detect Change Using Deep Learning
  • Detect Objects Using Deep Learning

These tools work without problems when using GPU:

  • Train Deep Learning Model
  • Classify Point Cloud Using Trained Model

All the tools above work without problems when using CPU.

Additionally, I can perform inferencing with a Change Detection model using the GPU when using a Jupyter Notebook.

 2021年5月15日(星期六)11:45:52 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058286#M40964 Tim_McGinnes 2021 - 05 - 15 - t11:45:52z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058292#M40966

@Tim_McGinnes 你可能想看看第一期…< / P >

Issues · Esri/deep-learning-frameworks (github.com)

It isn't your gpu, however, it provides background.

You might be advised to file an Issue there if you haven't done one through Tech Support yet.

 2021年5月15日(星期六)16:39:41 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1058292#M40966 DanPatterson 2021 - 05 - 15 - t16:39:41z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1059189#M41066

在Esri深度学习框架GitHub网站上记录的问题，其他人已经独立确认了这个错误: https://github.com/Esri/deep-learning-frameworks/issues/19 

添加一些Esri人员寻求帮助: @VinayViswambharan， @匿名用户 

 2021年5月18日星期二21:37:28 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1059189#M41066 Tim_McGinnes 2021 - 05 - 18 - t21:37:28z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1061881#M41367

嗨， 

这个问题正在解决中，将在下次更新中提供。抱歉，谢谢你的耐心等待

 2021年5月26日星期三16:28:40 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1061881#M41367 samaloysius4 2021 - 05 - 26 - t16:28:40z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067765#M41975

大家好， 

有最新消息吗?我也有同样的问题。 

< img src = " //www.gobook3.com/t5/image/serverpage/image-id/15846i36972BB2E790C20C/image-size/medium?v=v2& px = 400”角色=”按钮“title =“Pro_2.8_Deep_Learning_error.png”alt = " Pro_2.8_Deep_Learning_error.png " / > < / span > < / P > < P >, < / P > < P >, < / P > < P >, < / P > < P >, < / P > < P >, < / P > < P >我看到这个错误对话框在执行“使用深度学习分类对象”从GUI和arcpy函数。它创建一个空的输出特性类。请告知我们是否需要从2.8重新安装2.7以使用深度学习工具。 

 2021年6月14日星期一01:41:24 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067765#M41975 Shingo-Ikeda 2021 - 06 - 14 - t01:41:24z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067768#M41976 Esri已经建议它将在Pro 2.8.1更新中修复。在那之前，我已经回到了2.7。< / P >

As for the 2.8.1 release date: When is ArcGIS Pro 2.8.1 expected to drop? 

 2021年6月14日星期一01:49:04 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067768#M41976 Tim_McGinnes 2021 - 06 - 14 - t01:49:04z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067770#M41977 < P >嗨蒂姆。< / P >

Thanks for the quick response. I think I will need to revert back to 2.7 as well.  It is unfortunate/headache to revert back to 2.7 with python downgrades after all the improvements and bug fixes were announced.

 2021年6月14日星期一02:02:15 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067770#M41977 Shingo-Ikeda 2021 - 06 - 14 - t02:02:15z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067950#M41990

Hi Shingo-Ikeda，

为给您带来的不便道歉。2.8.1补丁计划作为早期更新，应该很快就会出来…在未来几周内。   2021年6月14日星期一15:39:40 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067950#M41990 samaloysius4 2021 - 06 - 14 - t15:39:40z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067971#M41993

谢谢你的更新。我将寻找释放和应用它一旦它变得可用。与此同时，我又回到了2.7.4。

 2021年6月14日星期一16:13:45 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1067971#M41993 Shingo-Ikeda 2021 - 06 - 14 - t16:13:45z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1072852#M42548

ArcGIS Pro 2.8.1补丁似乎解决了这个问题。

 2021年6月25日星期五23:28:21 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1072852#M42548 Tim_McGinnes 2021 - 06 - 25 - t23:28:21z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1073121#M42574

是否有人面临2.8.1中“使用深度学习分类对象”的问题?在流程完成之前，工具显示100%运行。 

 格林威治标准时间2021年6月28日星期一09:47:42 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1073121#M42574 S6 2021 - 06 - 28 - t09:47:42z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074347#M42756 < P > Hi 

工具是否为您成功完成?只是想确认这只是进度条的问题。由于只< / P > 2021年6月30日星期三格林威治时间18:06:20 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074347#M42756 samaloysius4 2021 - 06 - 30 - t18:06:20z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074561#M42786

该工具完成于小数据集(200栋建筑);但对于大型数据集(1000栋建筑)，该工具即使在15小时后也无法完成。在2.7版本中，同样的数据集只需要20分钟，而在2.8版本中则需要超过22个小时。

 2021年7月1日星期四03:53:29 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074561#M42786 S6 2021 - 07 - 01 - t03:53:29z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074769#M42808

正在调查中，很快就会有解决方案。由于只< / P > 2021年7月1日星期四16:14:19 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1074769#M42808 samaloysius4 2021 - 07 - 01 - t16:14:19z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077057#M43096

嗨，S6，

分类对象的修复已经修复，将在2.8.2中修复，很快就会出来。

 2021年7月8日星期四23:45:48 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077057#M43096 samaloysius4 2021 - 07 - 08 - t23:45:48z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077108#M43102

谢谢更新!< / P > 2021年7月9日星期五04:02:03 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077108#M43102 S6 2021 - 07 - 09 - t04:02:03z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077262#M43114

你能详细说明为分类对象修复的错误吗?我遇到了一些问题，但我不确定它们是否相关。

 2021年7月9日星期五15:00:19 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077262#M43114 Shingo-Ikeda 2021 - 07 - 09 - t15:00:19z 回复:ArcGIS Pro 2.8 -深度学习与GPU -致命的授权错误 //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077324#M43127

Hello Shingo-Ikeda， 

分类对象工具需要很长时间才能运行更大的数据集。推理过程是密集的，但它不应该花你很多时间来处理几千个特征。这个问题已经在2.8.2中修复了。我们还在研究修复进度条不正确的问题，即当工具仍在运行时进度条显示100%完成，以及在不同范围运行时结果不同。这个问题很快就会解决。如果您遇到其他问题，请告诉我们您的问题，我们将进行调查。谢谢。< / P > 2021年7月9日星期五16:29:46 GMT //www.gobook3.com/t5/arcgis-pro-questions/arcgis-pro-2-8-deep-learning-with-gpu-fatal/m-p/1077324#M43127 samaloysius4 2021 - 07 - 09 - t16:29:46z