github-starred/TinyTorch
2
0
Fork 0
mirror of https://github.com/MLSysBook/TinyTorch.git synced 2026-03-12 06:03:35 -05:00
Code Issues 7 Packages Projects Releases Wiki Activity
Files
c010ca765118294b6b89d90cf1ebe2fcb8fdf0c3
TinyTorch/modules/source
History
Vijay Janapa Reddi 16660d921d Implement MLPerf Edu Competition module (Module 20) 
Complete capstone competition implementation:
- Two division tracks: Closed (optimize) and Open (innovate)
- Baseline CNN model for CIFAR-10
- Validation and submission generation system
- Integration with Module 19 normalized scoring
- Honor code and GitHub repo submission workflow
- Worked examples and student templates

Module 20 is now a pedagogically sound capstone that applies
all Optimization Tier techniques in a fair competition format.
2025-11-07 20:04:57 -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
Rename ProfilerComplete to Profiler for cleaner API
2025-11-06 20:35:21 -05:00
17_quantization
Add Profiler demo to Module 17 Quantization
2025-11-06 20:38:44 -05:00
18_compression
Add Profiler demo to Module 18 Compression
2025-11-06 20:38:50 -05:00
19_benchmarking
Add normalized scoring and MLPerf principles to Module 19
2025-11-07 20:04:46 -05:00
20_capstone
Implement MLPerf Edu Competition module (Module 20)
2025-11-07 20:04:57 -05:00
20_competition
Implement MLPerf Edu Competition module (Module 20)
2025-11-07 20:04:57 -05:00