Vijay Janapa Reddi e07fda069d Fix module issues and create minimal MNIST training examples ...

- Fixed module 03_layers Tensor/Parameter comparison issues
- Fixed module 05_autograd psutil dependency (made optional)
- Removed duplicate 04_networks module
- Created losses.py with MSELoss and CrossEntropyLoss
- Created minimal MNIST training examples
- All 20 modules now pass individual tests

Note: Gradient flow still needs work for full training capability

2025-09-29 10:20:33 -04:00

..

01_tensor

Fix training pipeline: Parameter class, Variable.sum(), gradient handling

2025-09-28 19:14:11 -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

Fix module issues and create minimal MNIST training examples

2025-09-29 10:20:33 -04:00

04_losses

Remove old losses dev file

2025-09-28 14:54:02 -04:00

04_networks_backup

Fix module issues and create minimal MNIST training examples

2025-09-29 10:20:33 -04:00

05_autograd

Fix module issues and create minimal MNIST training examples

2025-09-29 10:20:33 -04:00

06_optimizers

Remove old optimizers dev file

2025-09-28 14:54:15 -04:00

07_training

Clean up training module: Complete training pipeline with systems analysis

2025-09-28 14:54:21 -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