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TinyTorch/tinytorch
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Vijay Janapa Reddi 4e1b536fac 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
..
applications
Reset package and export modules 01-07 only (skip broken spatial module)
2025-09-30 13:41:00 -04:00
backends
FOUNDATION: Establish AI Engineering as a discipline through TinyTorch
2025-09-25 11:16:28 -04:00
benchmarking
Reset package and export modules 01-07 only (skip broken spatial module)
2025-09-30 13:41:00 -04:00
configs
…
core
Add jupytext to requirements and export Module 14
2025-11-05 19:10:52 -05:00
datasets
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experimental
FOUNDATION: Establish AI Engineering as a discipline through TinyTorch
2025-09-25 11:16:28 -04:00
generation
Add comprehensive documentation for KV cache path selection
2025-11-06 12:30:39 -05:00
models
Add jupytext to requirements and export Module 14
2025-11-05 19:10:52 -05:00
nn
refactor: Keep explicit module imports + optimize CNN milestone
2025-09-30 17:15:40 -04:00
optim
…
optimization
Module 17: Export QuantizationComplete for INT8 quantization
2025-11-06 15:50:48 -05:00
profiler
FOUNDATION: Establish AI Engineering as a discipline through TinyTorch
2025-09-25 11:16:28 -04:00
profiling
Module 15: Export ProfilerComplete and create KV cache profiling demo
2025-11-06 14:21:22 -05:00
quantization
FOUNDATION: Establish AI Engineering as a discipline through TinyTorch
2025-09-25 11:16:28 -04:00
text
Add jupytext to requirements and export Module 14
2025-11-05 19:10:52 -05:00
utils
Clean up module imports: convert tinytorch.core to sys.path style
2025-09-30 08:58:58 -04:00
__init__.py
Fix gradient propagation: enable autograd and patch activations/losses
2025-09-30 13:51:30 -04:00
_modidx.py
Module 17: Export QuantizationComplete for INT8 quantization
2025-11-06 15:50:48 -05:00