update docs: parallelrunstep support
@@ -4,6 +4,12 @@ In this tutorial, we will give a list of AML jobs that CMAKS supported by now.
All of the supported notebooks in [AML notebooks](https://github.com/Azure/MachineLearningNotebooks) has been modified to use CMAKS compute and included in this repo under [sample_notebooks](https://github.com/Azure/AML-Kubernetes/tree/master/sample_notebooks).
You can try these notebooks according to your scenarios.
+### Not supported AML job
+
+- ParallelRunStep: CMAKS didn't support batch inference using ParallelRunStep yet.
+ - [parallel-run](https://github.com/Azure/AML-Kubernetes/tree/master/sample_notebooks/005%20pipeline/parallel-run)
+ - [pipeline-parallel-run](https://github.com/Azure/AML-Kubernetes/tree/master/sample_notebooks/005%20pipeline/pipeline-style-transfer/pipeline-style-transfer-parallel-run.ipynb)
+
### Supported AML job
- [single node job](https://github.com/Azure/AML-Kubernetes/tree/master/sample_notebooks/002%20single%20node%20job): learn how to build and submit a single-node training job to CMAKS compute.
@@ -15,11 +21,8 @@ You can try these notebooks according to your scenarios.
- distributed-tensorflow-with-horovod
- distributed-tensorflow-with-parameter-server
- reinforcement-learning-atari-on-distributed-compute
-- [pipeline](https://github.com/Azure/AML-Kubernetes/tree/master/sample_notebooks/005%20pipeline)
- - [PythonScriptStep](https://github.com/Azure/AML-Kubernetes/tree/master/sample_notebooks//005%20pipeline/pipeline-style-transfer/pipeline-style-transfer-mpi.ipynb): learn how to set train script as pipeline steps via PythonScriptStep and run the pipeline job on CMAKS compute.
- - ParallelRunStep: learn how to build and submit a pipeline job using ParallelRunStep on CMAKS compute.
- - [parallel-run](https://github.com/Azure/AML-Kubernetes/tree/master/sample_notebooks/005%20pipeline/parallel-run)
- - [pipeline-parallel-run](https://github.com/Azure/AML-Kubernetes/tree/master/sample_notebooks/005%20pipeline/pipeline-style-transfer/pipeline-style-transfer-parallel-run.ipynb)
+ - pipeline
+ - [PythonScriptStep](https://github.com/Azure/AML-Kubernetes/tree/master/sample_notebooks//002%20single%20node%20job/sklearn): learn how to set train script as pipeline steps via PythonScriptStep and run the pipeline job on CMAKS compute.
- [Hyper parameter tuning](https://github.com/Azure/AML-Kubernetes/tree/master/sample_notebooks/006%20Hyper%20parameter%20tuning): learn how to leverage Hyperdrive to tune hyperparameters and deploy under different frameworks using CMAKS compute.
- train-hyperparameter-tune-deploy-with-keras
- train-hyperparameter-tune-deploy-with-chainer
