Vijay Janapa Reddi a348acf977 fix(package): Add PyTorch-style __call__ methods to exported modules ...

Resolved transformer training issues by adding __call__ methods to:
- Embedding, PositionalEncoding, EmbeddingLayer (text.embeddings)
- LayerNorm, MLP, TransformerBlock, GPT (models.transformer)
- MultiHeadAttention (core.attention)

This enables PyTorch-style syntax: model(x) instead of model.forward(x)
All transformer diagnostic tests now pass (5/5 ✓)

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

2025-10-28 13:53:43 -04:00

..

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

Adds initial TinyTorch CLI and core structure

2025-07-09 00:23:19 -04:00

core

fix(package): Add PyTorch-style __call__ methods to exported modules

2025-10-28 13:53:43 -04:00

datasets

Adds initial TinyTorch CLI and core structure

2025-07-09 00:23:19 -04:00

experimental

FOUNDATION: Establish AI Engineering as a discipline through TinyTorch

2025-09-25 11:16:28 -04:00

generation

Reset package and export modules 01-07 only (skip broken spatial module)

2025-09-30 13:41:00 -04:00

models

fix(package): Add PyTorch-style __call__ methods to exported modules

2025-10-28 13:53:43 -04:00

nn

refactor: Keep explicit module imports + optimize CNN milestone

2025-09-30 17:15:40 -04:00

optim

Organize package with nn and optim modules

2025-09-23 08:10:47 -04:00

optimization

Reset package and export modules 01-07 only (skip broken spatial module)

2025-09-30 13:41:00 -04:00

profiler

FOUNDATION: Establish AI Engineering as a discipline through TinyTorch

2025-09-25 11:16:28 -04:00

profiling

Reset package and export modules 01-07 only (skip broken spatial module)

2025-09-30 13:41:00 -04:00

quantization

FOUNDATION: Establish AI Engineering as a discipline through TinyTorch

2025-09-25 11:16:28 -04:00

text

fix(package): Add PyTorch-style __call__ methods to exported modules

2025-10-28 13:53:43 -04:00

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

🤖 Fix transformer module exports and milestone 05 imports

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