github-starred/TinyTorch
2
0
Fork 0
mirror of https://github.com/MLSysBook/TinyTorch.git synced 2026-03-12 06:23:34 -05:00
Code Issues 7 Packages Projects Releases Wiki Activity
Files
1d7d79c9154dd8ee830b1701881ea3fd591e7ac5
TinyTorch/modules/source
History
Vijay Janapa Reddi 1d7d79c915 Stage 1: Unify Tensor with requires_grad support for cleaner API 
- Add requires_grad parameter to Tensor.__init__()
- Add grad attribute for gradient accumulation
- Add backward() method stub (full implementation in Module 09)
- Add Parameter() helper function for creating trainable tensors
- Maintains backward compatibility while enabling PyTorch-like syntax
2025-09-23 07:56:46 -04:00
..
01_setup
Update generated notebooks and package exports
2025-09-18 16:42:57 -04:00
02_tensor
Stage 1: Unify Tensor with requires_grad support for cleaner API
2025-09-23 07:56:46 -04:00
03_activations
Implement autograd support in activation functions (Module 03)
2025-09-21 10:28:21 -04:00
04_layers
Implement autograd support in Dense layers (Module 04)
2025-09-21 10:28:14 -04:00
05_networks
Fix module filenames after restructure
2025-09-22 09:56:23 -04:00
06_spatial
Add comprehensive multi-channel Conv2D support to Module 06 (Spatial)
2025-09-22 10:26:13 -04:00
07_dataloader
Restructure TinyTorch into three-part learning journey (17 modules)
2025-09-22 09:50:48 -04:00
08_autograd
Finalize 15-module structure: MLPs → CNNs → Transformers
2025-09-22 10:07:09 -04:00
09_optimizers
Finalize 15-module structure: MLPs → CNNs → Transformers
2025-09-22 10:07:09 -04:00
10_training
Finalize 15-module structure: MLPs → CNNs → Transformers
2025-09-22 10:07:09 -04:00
12_attention
Finalize 15-module structure: MLPs → CNNs → Transformers
2025-09-22 10:07:09 -04:00
temp_holding
Finalize 15-module structure: MLPs → CNNs → Transformers
2025-09-22 10:07:09 -04:00