mirror of
https://github.com/MLSysBook/TinyTorch.git
synced 2026-06-01 04:02:49 -05:00
✨ Add structural organization headers to 15_mlops module
- Added ## 🔧 DEVELOPMENT section before Step 1 where development begins - Added ## 🤖 AUTO TESTING section before nbgrader block - Updated to ## 🎯 MODULE SUMMARY: MLOps Production Systems Improves notebook organization without changing any code logic or content.
This commit is contained in:
@@ -157,6 +157,11 @@ Data → Training → Compression → Kernels → Benchmarking → Monitor → D
|
||||
MLOps closes this loop, creating **self-maintaining systems**.
|
||||
"""
|
||||
|
||||
# %% [markdown]
|
||||
"""
|
||||
## 🔧 DEVELOPMENT
|
||||
"""
|
||||
|
||||
# %% [markdown]
|
||||
"""
|
||||
## Step 1: Performance Drift Monitor - Tracking Model Health
|
||||
@@ -1621,6 +1626,11 @@ Time to test your implementation! This section uses TinyTorch's standardized tes
|
||||
**This testing section is locked** - it provides consistent feedback across all modules and cannot be modified.
|
||||
"""
|
||||
|
||||
# %% [markdown]
|
||||
"""
|
||||
## 🤖 AUTO TESTING
|
||||
"""
|
||||
|
||||
# %% nbgrader={"grade": false, "grade_id": "standardized-testing", "locked": true, "schema_version": 3, "solution": false, "task": false}
|
||||
# =============================================================================
|
||||
# STANDARDIZED MODULE TESTING - DO NOT MODIFY
|
||||
@@ -1635,7 +1645,7 @@ if __name__ == "__main__":
|
||||
|
||||
# %% [markdown]
|
||||
"""
|
||||
## 🎯 Module Summary: MLOps Production Systems
|
||||
## 🎯 MODULE SUMMARY: MLOps Production Systems
|
||||
|
||||
Congratulations! You've successfully implemented a complete MLOps system for production ML lifecycle management:
|
||||
|
||||
|
||||
Reference in New Issue
Block a user