Environment Setup for TinyML Development on Arm

Author: dominica-of

content/learning-paths/microcontrollers/env-setup-tinyml-on-arm/_index.md

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+---
+title: Environment Setup for TinyML Development on Arm
+
+minutes_to_complete: 20
+
+who_is_this_for: This module is perfect for developers and engineers interested in edge AI and TinyML using PyTorchv2.0 and Executorch on Arm-based platforms.
+
+learning_objectives: 
+    - Install and configure a TinyML development environment.
+    - Identify key tools and libraries needed to build and deploy TinyML applications on Arm devices.
+    - Set up a cross-compilation environment on your host machine.
+    - Perform best practices for ensuring optimal performance on constrained edge devices.
+
+
+prerequisites:
+    - PLACEHOLDER PREREQ 1
+    - PLACEHOLDER PREREQ 2
+
+author_primary: PLACEHOLDER NAME
+
+### Tags
+skilllevels: PLACEHOLDER SKILLLEVEL
+subjects: ML
+armips:
+    - Cortex M
+    
+tools_software_languages:
+    - Corstone 300 FVP
+    - Grove - Vision AI Module V2
+    - Python
+    - PyTorch
+    - Executorch
+    - Arm Compute Library 
+    - GCC
+operatingsystems:
+    - Linux
+
+
+### FIXED, DO NOT MODIFY
+# ================================================================================
+weight: 1                       # _index.md always has weight of 1 to order correctly
+layout: "learningpathall"       # All files under learning paths have this same wrapper
+learning_path_main_page: "yes"  # This should be surfaced when looking for related content. Only set for _index.md of learning path content.
+---

content/learning-paths/microcontrollers/env-setup-tinyml-on-arm/_next-steps.md

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+---
+next_step_guidance: PLACEHOLDER TEXT 1
+
+recommended_path: /learning-paths/PLACEHOLDER_CATEGORY/PLACEHOLDER_LEARNING_PATH/
+
+further_reading:
+    - resource:
+        title: PLACEHOLDER MANUAL 
+        link: PLACEHOLDER MANUAL LINK
+        type: documentation
+    - resource:
+        title: PLACEHOLDER BLOG 
+        link: PLACEHOLDER BLOG LINK
+        type: blog
+    - resource:
+        title: PLACEHOLDER GENERAL WEBSITE 
+        link: PLACEHOLDER GENERAL WEBSITE LINK
+        type: website
+
+
+# ================================================================================
+#       FIXED, DO NOT MODIFY
+# ================================================================================
+weight: 21                  # set to always be larger than the content in this path, and one more than 'review'
+title: "Next Steps"         # Always the same
+layout: "learningpathall"   # All files under learning paths have this same wrapper
+---

content/learning-paths/microcontrollers/env-setup-tinyml-on-arm/_review.md

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+---
+review:
+    - questions:
+        question: >
+            PLACEHOLDER QUESTION 1?
+        answers:
+            - PLACEHOLDER ANSWER A
+            - PLACEHOLDER ANSWER B
+        correct_answer: 1                    
+        explanation: >
+            PLACEHOLDER EXPLANATION 1
+
+    - questions:
+        question: >
+            PLACEHOLDER QUESTION 2?
+        answers:
+            - PLACEHOLDER ANSWER A
+            - PLACEHOLDER ANSWER B
+            - PLACEHOLDER ANSWER C
+            - PLACEHOLDER ANSWER D
+        correct_answer: 4                   
+        explanation: >
+            PLACEHOLDER EXPLANATION 2
+               
+    - questions:
+        question: >
+            PLACEHOLDER QUESTION 3?
+        answers:
+            - PLACEHOLDER ANSWER A
+            - PLACEHOLDER ANSWER B
+            - PLACEHOLDER ANSWER C
+            - PLACEHOLDER ANSWER D
+        correct_answer: 2          
+        explanation: >
+            PLACEHOLDER EXPLANATION 3
+
+
+
+# ================================================================================
+#       FIXED, DO NOT MODIFY
+# ================================================================================
+title: "Review"                 # Always the same title
+weight: 20                      # Set to always be larger than the content in this path
+layout: "learningpathall"       # All files under learning paths have this same wrapper
+---

content/learning-paths/microcontrollers/env-setup-tinyml-on-arm/example-picture.png

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+---
+title: PLACEHOLDER STEP TITLE 1
+weight: 2
+
+### FIXED, DO NOT MODIFY
+layout: learningpathall
+---
+
+## PLACEHOLDER HEADER 
+YOUR CONTENT GOES HERE

content/learning-paths/microcontrollers/env-setup-tinyml-on-arm/how-to-1.md

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+---
+title: PLACEHOLDER STEP TITLE 2
+weight: 3
+
+### FIXED, DO NOT MODIFY
+layout: learningpathall
+---
+
+## PLACEHOLDER HEADER OF SECOND STEP
+YOUR CONTENT GOES HERE
+
+IMAGE HERE:
+![example image alt-text#center](example-picture.png "Figure 1. Example image caption")