mlcommons · gfursin · Feb 5, 2025 · Feb 5, 2025 · Feb 5, 2025 · Feb 5, 2025
@@ -6,12 +6,13 @@ to benefit everyone. Since then, this open-source automation technology
 as a community effort thanks to all our volunteers, collaborators 
 and contributors listed here in alphabetical order:
 
-# MLCommons Collective Mind (CM)
+# MLCommons CM and CMX
 
 * @Henryfzh
 * @Leonard226
 * @Oseltamivir
 * @Submandarine
+* Daniel Altunay
 * Resmi Arjun
 * Omar Benjelloun (Google)
 * Alice Cheng (Nvidia)

@@ -1,3 +1,6 @@
+## CMX V4.0.2
+   - bug fixes
+
 ## CMX V4.0.1
    - provided backward compatibility with various MLCommons tools
 

@@ -9,7 +9,7 @@
 # White paper: https://arxiv.org/abs/2406.16791
 # Project contributors: https://github.com/mlcommons/ck/blob/master/CONTRIBUTING.md
 
-__version__ = "4.0.1"
+__version__ = "4.0.2"
 
 from cmind.core import access
 from cmind.core import x

@@ -0,0 +1,15 @@
+{
+  "action_substitutions": {
+    "for":"xfor"
+  },
+  "alias": "mlperf",
+  "automation_alias": "automation",
+  "automation_uid": "bbeb15d8f0a944a4",
+  "desc": "CMX interface for mlcr/mlperf",
+  "sort": -1000,
+  "tags": [
+    "automation",
+    "mlperf"
+  ],
+  "uid": "12343304a8964782"
+}
@@ -0,0 +1,35 @@
+# CMX interface for mlcr
+
+import os
+
+from cmind.automation import Automation
+from cmind import utils
+from cmind import cli
+
+class CAutomation(Automation):
+    """
+    CMX interface for mlperf/mlcr
+    """
+
+    ############################################################
+    def __init__(self, cmind, automation_file):
+        super().__init__(cmind, __file__)
+
+    ############################################################
+    def xfor(self, i):
+        """
+        CMX interface for MLPerf
+
+        """
+
+        _cmd = i['control']['_cmd'][2:]
+
+        cmd = 'mlcr ' + ' '.join(_cmd)
+
+        returncode = os.system(cmd)
+
+        r = {'return': returncode}
+        if returncode > 0:
+            r['error'] = 'mlcr command failed'
+
+        return r
@@ -0,0 +1,43 @@
+# CM documentation
+
+**We plan to rewrite and simplify the CM documentation and tutorials based on user feedback - please stay tuned for more details**.
+
+Collective Mind (CM) is a lightweight, non-intrusive and technology-agnostic workflow automation framework 
+being developed by the [MLCommons Task Force on Automation and Reproducibility](https://github.com/mlcommons/ck/blob/master/docs/taskforce.md)
+based on the feedback from the [the community, MLCommons members and individual contributors](../CONTRIBUTING.md).
+
+The goal is to provide a common, simple and human-readable interface to help users encode their knowledge
+about how to build, run and customize diverse AI/ML apps, benchmarks and research projects across 
+continuously changing models, datasets, software and hardware from different vendors in a unified and automated way.
+
+You can find on-going development tasks [here](https://github.com/mlcommons/ck/blob/dev/docs/taskforce.md#current-tasks).
+
+* [Getting Started Guide and FAQ](getting-started.md)
+* [Introduction](introduction-cm.md)
+* [CM installation and customization](installation.md)
+* [Unified CLI and Python API](interface.md)
+  * [CM framework core API](https://cknowledge.org/docs/cm)
+  * [CM "script" automation](https://github.com/mlcommons/ck/blob/master/cm-mlops/automation/script/README-extra.md)
+  * [CM "cache" automation](https://github.com/mlcommons/ck/blob/master/cm-mlops/automation/cache/README-extra.md)
+  * [CM "experiment" automation](https://github.com/mlcommons/ck/blob/master/cm-mlops/automation/experiment/README-extra.md)
+  * [List of all unified CM automations from MLCommons](list_of_automations.md)
+  * [List of all portable and reusable CM scripts from MLCommons](https://access.cknowledge.org/playground/?action=scripts)
+    * The most commonly used CM scripts (basic blocks needed for most portable and tech-agnostic automation workflows)
+      * [detect OS](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/detect-os)
+      * [detect CPU](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/detect-cpu)
+      * [install system deps for CM](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/get-sys-utils-cm)
+        * [install min system deps for Windows](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/get-sys-utils-min)
+      * [download file](https://github.com/mlcommons/ck/blob/master/cm-mlops/script/download-file/README-extra.md)
+      * [extract file](https://github.com/mlcommons/ck/blob/master/cm-mlops/script/extract-file/README-extra.md)
+      * [download and extract file](https://github.com/mlcommons/ck/blob/master/cm-mlops/script/download-and-extract-file/README-extra.md)
+      * [detect or install python](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/get-python3)
+      * [install/manage multiple python venv](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/install-python-venv)
+      * [detect conda manager](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/get-conda)
+      * [detect/download COCO dataset](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/get-dataset-coco/README-extra.md)
+* [Debugging](debugging.md)
+* [Real-world use cases](use-cases.md)
+* [Tutorials](tutorials/README.md)
+* [Specifications](specs/README.md)
+* [Source code](https://github.com/mlcommons/ck/tree/master/cm/cmind)
+* [FAQ](faq.md)
+* [CM and CK history](history.md)
@@ -1,43 +1,4 @@
-# CM documentation
+# Documentation
 
-**We plan to rewrite and simplify the CM documentation and tutorials based on user feedback - please stay tuned for more details**.
-
-Collective Mind (CM) is a lightweight, non-intrusive and technology-agnostic workflow automation framework 
-being developed by the [MLCommons Task Force on Automation and Reproducibility](https://github.com/mlcommons/ck/blob/master/docs/taskforce.md)
-based on the feedback from the [the community, MLCommons members and individual contributors](../CONTRIBUTING.md).
-
-The goal is to provide a common, simple and human-readable interface to help users encode their knowledge
-about how to build, run and customize diverse AI/ML apps, benchmarks and research projects across 
-continuously changing models, datasets, software and hardware from different vendors in a unified and automated way.
-
-You can find on-going development tasks [here](https://github.com/mlcommons/ck/blob/dev/docs/taskforce.md#current-tasks).
-
-* [Getting Started Guide and FAQ](getting-started.md)
-* [Introduction](introduction-cm.md)
-* [CM installation and customization](installation.md)
-* [Unified CLI and Python API](interface.md)
-  * [CM framework core API](https://cknowledge.org/docs/cm)
-  * [CM "script" automation](https://github.com/mlcommons/ck/blob/master/cm-mlops/automation/script/README-extra.md)
-  * [CM "cache" automation](https://github.com/mlcommons/ck/blob/master/cm-mlops/automation/cache/README-extra.md)
-  * [CM "experiment" automation](https://github.com/mlcommons/ck/blob/master/cm-mlops/automation/experiment/README-extra.md)
-  * [List of all unified CM automations from MLCommons](list_of_automations.md)
-  * [List of all portable and reusable CM scripts from MLCommons](https://access.cknowledge.org/playground/?action=scripts)
-    * The most commonly used CM scripts (basic blocks needed for most portable and tech-agnostic automation workflows)
-      * [detect OS](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/detect-os)
-      * [detect CPU](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/detect-cpu)
-      * [install system deps for CM](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/get-sys-utils-cm)
-        * [install min system deps for Windows](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/get-sys-utils-min)
-      * [download file](https://github.com/mlcommons/ck/blob/master/cm-mlops/script/download-file/README-extra.md)
-      * [extract file](https://github.com/mlcommons/ck/blob/master/cm-mlops/script/extract-file/README-extra.md)
-      * [download and extract file](https://github.com/mlcommons/ck/blob/master/cm-mlops/script/download-and-extract-file/README-extra.md)
-      * [detect or install python](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/get-python3)
-      * [install/manage multiple python venv](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/install-python-venv)
-      * [detect conda manager](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/get-conda)
-      * [detect/download COCO dataset](https://github.com/mlcommons/ck/tree/master/cm-mlops/script/get-dataset-coco/README-extra.md)
-* [Debugging](debugging.md)
-* [Real-world use cases](use-cases.md)
-* [Tutorials](tutorials/README.md)
-* [Specifications](specs/README.md)
-* [Source code](https://github.com/mlcommons/ck/tree/master/cm/cmind)
-* [FAQ](faq.md)
-* [CM and CK history](history.md)
+* [Common Metadata eXchange automation framework (CMX, 2025+)](cmx)
+* [Collective Mind automation framework (CM, 2021-2024)](README.CM.md)
@@ -0,0 +1 @@
+../cmx
@@ -20,14 +20,13 @@ theme:
     - toc.follow
 nav:
   - HOME: index.md
-  - CMX:
-    - Summary: ../cmx/README.md
-    - Introduction: ../cmx/introduction.md
-    - Installation: ../cmx/install.md
-    - Getting Started Guide: ../cmx/getting-started.md
+  - CMX: 
+    - Summary: cmx/README.md
+    - Introduction: cmx/introduction.md
+    - Installation: cmx/install.md
+    - Getting Started Guide: cmx/getting-started.md
   - CK Playground: https://access.cKnowledge.org
-  - Releases:
-    - CMX: https://github.com/mlcommons/ck/releases
+  - Releases: https://github.com/mlcommons/ck/releases
 
 markdown_extensions:
   - pymdownx.tasklist: