Vijay Janapa Reddi 0db744b371 Add comprehensive ASCII diagrams to Module 05 autograd ...

- Visual gradient memory structure and computation graphs
- Forward/backward pass flow diagrams
- Operation-specific gradient visualizations (addition, multiplication)
- Chain rule and gradient accumulation diagrams
- Memory analysis and performance characteristics
- ML systems thinking with gradient flow visualizations
- Clear step-by-step visual learning approach

2025-09-29 13:35:38 -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

Add comprehensive ASCII diagrams to Module 05 autograd

2025-09-29 13:35:38 -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