From d2eac946df179227d317d82dcaee5cd17567530e Mon Sep 17 00:00:00 2001 From: Chris Lauren Date: Tue, 14 Nov 2017 13:32:33 -0500 Subject: [PATCH] initial commit --- .vs/ProjectSettings.json | 3 + .vs/slnx.sqlite | Bin 0 -> 73728 bytes README.md | 59 +++-- .gitignore => docs/.gitignore | 0 EULA.md => docs/EULA.md | 0 LICENSE => docs/LICENSE | 0 LICENSE-CODE => docs/LICENSE-CODE | 0 docs/TOC.yml | 41 ++++ docs/gpu-utilization.md | 12 + docs/index.yml | 45 ++++ docs/installation.md | 27 +++ docs/job-history.md | 11 + docs/manage-projects.md | 110 +++++++++ docs/manage-storage.md | 18 ++ docs/media/App_IDE.png | Bin 0 -> 202750 bytes docs/media/Gallery.png | Bin 0 -> 315308 bytes docs/media/IDE.png | Bin 0 -> 365874 bytes docs/media/Select-cluster.png | Bin 0 -> 16195 bytes docs/media/TensorBoard.png | Bin 0 -> 193678 bytes docs/media/TensorFlow-MNIST-Running.png | Bin 0 -> 140960 bytes docs/media/TensorFlowMNISTProject.png | Bin 0 -> 28654 bytes docs/media/Tensorflow_logo.png | Bin 0 -> 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| Bin 0 -> 42549 bytes docs/media/heatmap.png | Bin 0 -> 96212 bytes docs/media/install_cuda_win.png | Bin 0 -> 208414 bytes docs/media/install_python_win.png | Bin 0 -> 197046 bytes docs/media/installation-github-extension.png | Bin 0 -> 9401 bytes docs/media/installation/extensions.png | Bin 0 -> 11235 bytes docs/media/job-history.png | Bin 0 -> 172495 bytes docs/media/job-workingfolder.png | Bin 0 -> 63245 bytes docs/media/mnist-startup.png | Bin 0 -> 85633 bytes docs/media/monitor-jobs.png | Bin 0 -> 379162 bytes docs/media/new-AzureSampleProject.png | Bin 0 -> 18948 bytes docs/media/new-ai-project.png | Bin 0 -> 115064 bytes docs/media/new-tensorflowapp.png | Bin 0 -> 299359 bytes docs/media/open-gallery.png | Bin 0 -> 21062 bytes docs/media/open-solution.png | Bin 0 -> 17727 bytes .../install_cuda_win.png | Bin 0 -> 208414 bytes .../install_python_win.png | Bin 0 -> 197046 bytes docs/media/project-properties.png | Bin 0 -> 78174 bytes docs/media/project-properties_1.png | Bin 0 -> 45596 bytes docs/media/run-tensorboard.png | Bin 0 -> 42116 bytes docs/media/runhistory-list.png | Bin 0 -> 360869 bytes docs/media/server-explorer.png | Bin 0 -> 17758 bytes docs/media/submit-azml.png | Bin 0 -> 28603 bytes docs/media/submit-batch.png | Bin 0 -> 58955 bytes docs/media/submit-job.png | Bin 0 -> 56792 bytes docs/media/submit-remotemachine.png | Bin 0 -> 39190 bytes docs/media/submitjobs.png | Bin 0 -> 272097 bytes docs/media/team-explorer-new-project.png | Bin 0 -> 5905 bytes docs/media/team-explorer.png | Bin 0 -> 72484 bytes .../media/tensorflow-local/console-output.PNG | Bin 0 -> 62036 bytes docs/media/tensorflow-local/open-project.PNG | Bin 0 -> 83794 bytes docs/media/tensorflow-local/open-solution.PNG | Bin 0 -> 75561 bytes docs/media/tensorflow-mnist.png | Bin 0 -> 32841 bytes docs/media/tensorflow-vm/add-remote-vm.png | Bin 0 -> 20381 bytes docs/media/tensorflow-vm/job-browser.PNG | Bin 0 -> 158673 bytes docs/media/tensorflow-vm/job-submission.png | Bin 0 -> 38085 bytes docs/media/tensorflowexamples.png | Bin 0 -> 15826 bytes docs/prepare-localmachine.md | 216 ++++++++++++++++++ ...oject-from-AzureMachineLearning-gallery.md | 62 +++++ docs/quickstart-01-project-from-existing.md | 32 +++ docs/quickstart-02-project-from-template.md | 45 ++++ docs/quickstart-03-project-from-repository.md | 37 +++ docs/quickstart-04-train-Azure-BatchAI.md | 61 +++++ docs/tensorflow-local.md | 43 ++++ docs/tensorflow-vm.md | 87 +++++++ 85 files changed, 887 insertions(+), 22 deletions(-) create mode 100644 .vs/ProjectSettings.json create mode 100644 .vs/slnx.sqlite rename .gitignore => docs/.gitignore (100%) rename EULA.md => docs/EULA.md (100%) rename LICENSE => docs/LICENSE (100%) rename LICENSE-CODE => docs/LICENSE-CODE (100%) create mode 100644 docs/TOC.yml create mode 100644 docs/gpu-utilization.md create mode 100644 docs/index.yml create mode 100644 docs/installation.md create mode 100644 docs/job-history.md create mode 100644 docs/manage-projects.md create mode 100644 docs/manage-storage.md create mode 100644 docs/media/App_IDE.png create mode 100644 docs/media/Gallery.png create mode 100644 docs/media/IDE.png create mode 100644 docs/media/Select-cluster.png create mode 100644 docs/media/TensorBoard.png create mode 100644 docs/media/TensorFlow-MNIST-Running.png create mode 100644 docs/media/TensorFlowMNISTProject.png create mode 100644 docs/media/Tensorflow_logo.png create mode 100644 docs/media/about/App_IDE.png create mode 100644 docs/media/about/Gallery.png create mode 100644 docs/media/about/TensorBoard.png create mode 100644 docs/media/about/ide.png create mode 100644 docs/media/about/runhistory-list.png create mode 100644 docs/media/about/submitjobs.png create mode 100644 docs/media/azml-docker.png create mode 100644 docs/media/azml-local.png create mode 100644 docs/media/azml-mnist.png create mode 100644 docs/media/azurebatch-new.png create mode 100644 docs/media/azurebatch-newproject.png create mode 100644 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Select **Visual Studio Tools for AI** +3. Click **Download** diff --git a/docs/job-history.md b/docs/job-history.md new file mode 100644 index 0000000..d41fd55 --- /dev/null +++ b/docs/job-history.md @@ -0,0 +1,11 @@ +# View recent job performance and details +Once the jobs are submitted, you can view the list of jobs to see their status, duration and more. + +1. In the **Server Explorer** expand the specific compute context +1. Double-click **Jobs** +1. You will see the list of jobs submitted to that compute context. +1. Select a specific **Job** in the list to view details + +![monitor jobs](/media/monitor-jobs.png) + +> Job history submitted to Linux VMs is stored on the VM in the /tmp directory. Therefore, whenever it is rebooted the job history is cleared. For a permanent record of your job history please configure your VM as a compute context in Azure Machine learning, then Submit Job to Azure Machine Learning (selecting your VM as the compute context) \ No newline at end of file diff --git a/docs/manage-projects.md b/docs/manage-projects.md new file mode 100644 index 0000000..478e35a --- /dev/null +++ b/docs/manage-projects.md @@ -0,0 +1,110 @@ +# Manage projects + +## Project templates + +OpenMind Studio provide the following project templates: + +1. "From Existing Python code" template for creating applications by importing existing Python files in a folder. + +1. "Caffe2 Python Application" template for creating Caffe2 applications with Python language. + +1. "CNTK BrainScript Application" template for creating CNTK applications with BrainScript language. + +1. "CNTK Python Application" template for creating CNTK applications with Python language. + +1. "Keras Application (CNTK backend)" template for creating Keras applications with Python language using CNTK backend. + +1. "Keras Application (TensorFlow backend)" template for creating Keras applications with Python language using TensorFlow backend. + +1. "Keras Application (Theano backend)" template for creating Keras applications with Python language using Theano backend. + +1. "TensorFlow Application" template for creating TensorFlow applications with Python language. + +1. "Theano Application" template for creating Theano applications with Python language. + +## Create New Projects from Templates + +To create a new OpenMind project, go to ***File > New > Project***. +On the left explorer pane, OpenMind projects can be found under ***Installed-> Templates->OpenMind***. + +

![](images/image18.png)
+
Figure: Create a new OpenMind project.
+ +## Create New Projects by Importing Existing Code + +OpenMind Studio provides a wizard for users to create a new Deep Learning project by importing existing source files and keeping hierarchy. + +
![](images/image19.png)
+
Figure: Create a new project by importing existing code.
+ +
![](images/image20.png)
+
Figure: Import wizard.
+ +## Setup Projects + +### Project Properties + +Users right click on the project node and select the ***Properties*** context menu. +Then project scoped parameters are showed in the following pages: + +1. "General" property page: + +
![](images/image21.png)
+
Figure: "General" property page.
+ + a. "Startup File": the name of the file to start when launching your application. + + b. "Working Directory": working directory for debugging and executing. + + c. "Windows Application": is Windows Application? + + d. "Interpreter:" + +1. "Debug" property page: + +
![](images/image22.png)
+
Figure: "Debug" property page.
+ + a. "Search Paths": users could specify additional directories which are added to Python sys.path for making libraries available for importing. + + b. "Script Arguments": command line arguments to be passed into the application on project start. + + c. "Interpreter Arguments": command line arguments to be passed to the interpreter. + + d. "Interpreter Path": the interpreter which is used to start the project. + + e. "Environment Variables": this Specifies environment variables to be set in the spawned process in the form: + + NAME1=value1 + NAME2=value2 + … + + f. "Enable native code debugging": users could debug into native code written by C/C++. + +1. "Publish" property page: + +
![](images/image23.png)
+
Figure: "Publish" property page.
+ + a. "Publish Location": location where the project could be published to. + +1. "Misc" property page: + + Keras projects have an additional "Misc" property page for users to change backends. + +
![](images/image24.png)
+
Figure: "Misc" property page for Keras project.
+ + a. "Backend": users could switch to another backend. + +### Include multiple projects in a Solution + +To add a new project to the solution, right-click on the solution in the ***Solution Explorer*** and select ***Add***. + +A Startup Project runs alongside a solution, and the startup script in the startup project will be executed. + +### Include multiple scripts in one project + +To create a new script within a project, right-click on the project in Solution Explorer and select ***Add > New Item***. To add an existing script to a OpenMind project, right-click on the project and select ***Add > Existing Item***. + +Users set one of the scripts as the startup script by right-clicking it and select "**Set as Startup File**". The startup file serves as the main entry of the whole project. E.g. when users press F5 to run a project, the startup script is executed. The startup file node uses bolding font. \ No newline at end of file diff --git a/docs/manage-storage.md b/docs/manage-storage.md new file mode 100644 index 0000000..f2dbe72 --- /dev/null +++ b/docs/manage-storage.md @@ -0,0 +1,18 @@ +# Browse storage to upload data or download models and logs + +You can browse all storage on the remote machine or Azure file share to enable uploading data or downloading models and logs. Or if you want to access logs and job outputs for a specific job you can do that as well in the job browser + +## To access all data on the remote machine or file share +1. Open the **Server Explorer** +2. Expand the remote machine or Batch AI compute context +3. Right click **Storage** then click **Browse** + + ![storage](/media/browse-storage.png) + +## To access job specific data on the remote machine or file share +1. Open the [Job History](job-history.md) +2. Select the job +3. 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