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de7a14bb54a43ba5c13102119edbd3da1680d626
TinyTorch/modules
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Vijay Janapa Reddi de7a14bb54 Implement Module 05 autograd with Python decorator pattern 
- Created elegant decorator that enhances pure Tensor with gradient tracking
- add_autograd(Tensor) transforms existing class without breaking changes
- Backward compatibility: all Module 01-04 code works unchanged
- New capabilities: requires_grad=True enables automatic differentiation
- Python metaprogramming education: students learn advanced patterns
- Clean architecture: no contamination of pure mathematical operations
2025-09-29 12:31:16 -04:00
..
01_tensor
Implement pure Tensor with decorator extension pattern
2025-09-29 12:15:12 -04:00
02_activations
Clean up activations module: ReLU and Softmax only, remove old dev file
2025-09-28 14:53:43 -04:00
03_layers
Implement pure Tensor with decorator extension pattern
2025-09-29 12:15:12 -04:00
04_losses
Implement pure Tensor with decorator extension pattern
2025-09-29 12:15:12 -04:00
04_networks_backup
Fix module issues and create minimal MNIST training examples
2025-09-29 10:20:33 -04:00
05_autograd
Implement Module 05 autograd with Python decorator pattern
2025-09-29 12:31:16 -04:00
06_optimizers
Remove old optimizers dev file
2025-09-28 14:54:15 -04:00
07_training
Implement pure Tensor with decorator extension pattern
2025-09-29 12:15:12 -04:00
08_spatial
Clean up spatial module: CNN components with excellent scaling analysis
2025-09-28 14:54:28 -04:00
09_dataloader
Clean up dataloader module: Complete with performance analysis
2025-09-28 14:54:34 -04:00
10_tokenization
Fix tokenization module: Handle emoji test case correctly
2025-09-28 14:54:41 -04:00
11_embeddings
Fix embeddings module: Handle both Tensor and numpy array inputs
2025-09-28 14:54:48 -04:00
12_attention
Fix attention module: Proper causal masking for transformers
2025-09-28 14:54:54 -04:00
13_transformers
Clean up transformers module: Complete transformer architectures
2025-09-28 14:55:01 -04:00
14_profiling
Improve module-developer guidelines and fix all module issues
2025-09-28 09:42:25 -04:00
15_acceleration
Improve module-developer guidelines and fix all module issues
2025-09-28 09:42:25 -04:00
16_quantization
Improve module-developer guidelines and fix all module issues
2025-09-28 09:42:25 -04:00
17_compression
Improve module-developer guidelines and fix all module issues
2025-09-28 09:42:25 -04:00
18_caching
Improve module-developer guidelines and fix all module issues
2025-09-28 09:42:25 -04:00
19_benchmarking
Improve module-developer guidelines and fix all module issues
2025-09-28 09:42:25 -04:00
20_capstone
Fix capstone module: Correct transpose operations for numpy arrays
2025-09-28 14:55:07 -04:00
source
Remove obsolete agent files: Consolidated into new specialized agents
2025-09-28 14:56:15 -04:00