Vijay Janapa Reddi e7b1337139 Module 17: Export QuantizationComplete for INT8 quantization ...

- Added QuantizationComplete class with quantize/dequantize methods
- Exported quantization functions to tinytorch/optimization/quantization.py
- Provides 4x memory reduction with minimal accuracy loss
- Removed pedagogical QuantizedLinear export to avoid conflicts
- Added proper imports to export block

2025-11-06 15:50:48 -05:00

..

01_tensor

fix(module-01): Fix batched matmul and transpose grad preservation

2025-10-27 20:28:53 -04:00

02_activations

fix(module-02): Rewrite Softmax to use Tensor operations

2025-10-27 20:29:35 -04:00

03_layers

fix(module-03): Rewrite Dropout to use Tensor operations

2025-10-27 20:29:43 -04:00

04_losses

feat: Add Milestone 04 (CNN Revolution 1998) + Clean spatial imports

2025-09-30 17:04:41 -04:00

05_autograd

Merge transformer-training into dev

2025-10-30 17:48:11 -04:00

06_optimizers

feat: Add Milestone 04 (CNN Revolution 1998) + Clean spatial imports

2025-09-30 17:04:41 -04:00

07_training

feat(autograd): Fix gradient flow through all transformer components

2025-10-30 10:20:33 -04:00

08_dataloader

🤖 Fix transformer module exports and milestone 05 imports

2025-10-27 16:17:55 -04:00

09_spatial

feat: Add Milestone 04 (CNN Revolution 1998) + Clean spatial imports

2025-09-30 17:04:41 -04:00

10_tokenization

Merge transformer-training into dev

2025-10-30 17:48:11 -04:00

11_embeddings

feat: Add PyTorch-style __call__ methods and update milestone syntax

2025-10-28 13:46:05 -04:00

12_attention

feat(autograd): Fix gradient flow through all transformer components

2025-10-30 10:20:33 -04:00

13_transformers

Merge transformer-training into dev

2025-10-30 17:48:11 -04:00

14_kvcaching

Add comprehensive documentation for KV cache path selection

2025-11-06 12:30:39 -05:00

15_profiling

Add Module 14-15 connection section to profiling documentation

2025-11-06 15:31:48 -05:00

16_acceleration

Format matrix diagram in acceleration module for better readability

2025-11-06 15:31:57 -05:00

17_quantization

Module 17: Export QuantizationComplete for INT8 quantization

2025-11-06 15:50:48 -05:00

18_compression

feat: Add PyTorch-style __call__ methods and update milestone syntax

2025-10-28 13:46:05 -04:00

19_benchmarking

Fix nbdev export system across all 20 modules

2025-09-30 11:21:04 -04:00

20_capstone

Fix nbdev export system across all 20 modules

2025-09-30 11:21:04 -04:00