Commit Graph

11 Commits

Author SHA1 Message Date
Vijay Janapa Reddi
9826ed0118 Deprecate AUTO TESTING: Remove run_module_tests_auto from all _dev.py modules. Standardize on full-module test execution for reliable, context-aware testing. 2025-07-20 13:28:10 -04:00
Vijay Janapa Reddi
aa4eb0f809 Removes development headers from notebooks
Removes redundant "DEVELOPMENT" headers from several notebook files.

These headers are no longer necessary and declutter the notebook content, improving readability and focus on the core content and testing sections.
2025-07-20 12:39:21 -04:00
Vijay Janapa Reddi
e6c71732b0 Standardize section headers for 13_kernels module 2025-07-20 12:31:42 -04:00
Vijay Janapa Reddi
2d4b193aba Replace manual test calls with automatic discovery 2025-07-20 12:19:49 -04:00
Vijay Janapa Reddi
f1093be456 🧪 Fix test function name mismatches in 13_kernels module
- Fixed test_matmul_baseline() → test_unit_matmul_baseline()
- Fixed test_vectorized_operations() → test_unit_vectorized_operations()
- Fixed test_cache_friendly_matmul() → test_unit_cache_friendly_matmul()
- Fixed test_parallel_processing() → test_unit_parallel_processing()
- Fixed test_simple_kernel_timing() → test_unit_simple_kernel_timing()
- Fixed test_compressed_kernels() → test_unit_compressed_kernels()

Ensures correct function names are called to match their definitions.
2025-07-20 10:40:21 -04:00
Vijay Janapa Reddi
2e11633a61 Add structural organization headers to 13_kernels module
- Added ## 🔧 DEVELOPMENT section before Step 1 where development begins
- Added ## 🤖 AUTO TESTING section before nbgrader block
- Updated to ## 🎯 MODULE SUMMARY: Hardware-Optimized Operations

Improves notebook organization without changing any code logic or content.
2025-07-20 10:09:46 -04:00
Vijay Janapa Reddi
d75a9b2461 Fix 13_kernels: Move integration test BEFORE testing, clean structure
CORRECTED PATTERN NOW:
1.  Integration test (test_module_kernel_sequential_model) - BEFORE ## 🧪 Module Testing
2.  ## 🧪 Module Testing (markdown section)
3.  STANDARDIZED MODULE TESTING (nbgrader cell)
4.  if __name__ == '__main__' block with run_module_tests_auto
5.  ## 🎯 Module Summary (immediately after, no code between)

FIXES APPLIED:
 Moved integration test function from AFTER testing section to BEFORE it
 Removed duplicate integration test function and markdown section
 Added integration test to the if __name__ == '__main__' block
 Clean STANDARDIZED MODULE TESTING structure

Module 13_kernels now follows the exact pattern
2025-07-20 09:45:38 -04:00
Vijay Janapa Reddi
7582409690 🧹 Remove backup files - Clean repository maintenance
- Delete 8 *_backup.py files from modules/source directories
- Remove tito/commands/test.py.backup file
- Eliminates obsolete backup files from version control
- Keeps repository clean and focused on current implementations
- Reduces repository size and improves maintainability

Removed files:
- modules/source/02_tensor/tensor_dev_backup.py
- modules/source/03_activations/activations_dev_backup.py
- modules/source/04_layers/layers_dev_backup.py
- modules/source/05_dense/dense_dev_backup.py
- modules/source/06_spatial/spatial_dev_backup.py
- modules/source/08_dataloader/dataloader_dev_backup.py
- modules/source/09_autograd/autograd_dev_backup.py
- modules/source/13_kernels/kernels_dev_backup.py
- tito/commands/test.py.backup
2025-07-20 08:42:59 -04:00
Vijay Janapa Reddi
cec401af65 🧹 Remove Jupyter notebooks from modules/source - Python-first workflow
- Delete all 15 .ipynb files from modules/source directories
- Align with TinyTorch's Python-first development philosophy
- .py files are the source of truth, .ipynb files are temporary outputs
- Prevents version control conflicts with notebook metadata
- Students work directly with .py files using Jupytext format
- Notebooks can be regenerated when needed via 'tito nbdev generate'

Removed files:
- All *_dev.ipynb files across modules 01-15
- Keeps repository clean and focused on source code
2025-07-20 08:41:26 -04:00
Vijay Janapa Reddi
c543cfca01 Production: Standardize test naming in optimization and deployment modules
- Compression: test_compression_metrics → test_unit_compression_metrics
- Compression: test_magnitude_pruning → test_unit_magnitude_pruning
- Compression: test_quantization → test_unit_quantization
- Compression: test_distillation → test_unit_distillation
- Compression: test_structured_pruning → test_unit_structured_pruning
- Compression: test_comprehensive_comparison → test_unit_comprehensive_comparison
- Kernels: All test_* → test_unit_* except test_kernel_integration_* → test_module_*
- Benchmarking: All test_* → test_unit_* except test_comprehensive_* → test_module_*
- MLOps: All test_* → test_unit_* except test_comprehensive_integration → test_module_*
- Finalizes test naming standardization across production-ready modules
2025-07-20 08:39:27 -04:00
Vijay Janapa Reddi
6c2b253751 refactor: Implement learner-focused module progression with better naming
 Renamed modules for clearer pedagogical flow:
- 05_networks → 05_dense (multi-layer dense/fully connected networks)
- 06_cnn → 06_spatial (convolutional networks for spatial patterns)
- 06_attention → 07_attention (attention mechanisms for sequences)

 Shifted remaining modules down by 1:
- 07_dataloader → 08_dataloader
- 08_autograd → 09_autograd
- 09_optimizers → 10_optimizers
- 10_training → 11_training
- 11_compression → 12_compression
- 12_kernels → 13_kernels
- 13_benchmarking → 14_benchmarking
- 14_mlops → 15_mlops
- 15_capstone → 16_capstone

 Updated module metadata (module.yaml files):
- Updated names, descriptions, dependencies
- Fixed prerequisite chains and enables relationships
- Updated export paths to match new names

New learner progression:
Foundation → Individual Layers → Dense Networks → Spatial Networks → Attention Networks → Training Pipeline

Perfect pedagogical flow: Build one layer → Stack dense layers → Add spatial patterns → Add attention mechanisms → Learn to train them all.
2025-07-18 00:12:50 -04:00