From ff249be23ea23751eb796d5221e88d7ca6acfa3e Mon Sep 17 00:00:00 2001 From: Vijay Janapa Reddi Date: Sun, 20 Jul 2025 10:07:38 -0400 Subject: [PATCH] =?UTF-8?q?=E2=9C=A8=20Add=20structural=20organization=20h?= =?UTF-8?q?eaders=20to=2011=5Ftraining=20module?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Added ## 🔧 DEVELOPMENT section before Step 1 where development begins - Added ## 🤖 AUTO TESTING section before nbgrader block - Updated to ## 🎯 MODULE SUMMARY: Neural Network Training Improves notebook organization without changing any code logic or content. --- modules/source/11_training/training_dev.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/modules/source/11_training/training_dev.py b/modules/source/11_training/training_dev.py index 725ce5ed..9634bee4 100644 --- a/modules/source/11_training/training_dev.py +++ b/modules/source/11_training/training_dev.py @@ -85,6 +85,11 @@ def _should_show_plots(): # Show plots in development mode (when not in test mode) return not is_pytest +# %% [markdown] +""" +## 🔧 DEVELOPMENT +""" + # %% [markdown] """ ## Step 1: Understanding Loss Functions @@ -1128,6 +1133,11 @@ 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 @@ -1142,7 +1152,7 @@ if __name__ == "__main__": # %% [markdown] """ -## 🎯 Module Summary: Neural Network Training Mastery! +## 🎯 MODULE SUMMARY: Neural Network Training Congratulations! You've successfully implemented the complete training system that powers modern neural networks: