biondizzle 8de47e26ce Cleanup Step 1: Move root-level files to proper directories ...

- Move test_*.py → tests/integration/
- Move probe_*.py, dump_*.py → helpers/
- Move PERFORMANCE_AUDIT.md → docs/
- Move single_shot_PYTORCH_REFERENCE.py → dsv4/reference/
- Fix 3 import references in test_layer_comparison, test_mhc_comparison, test_compressor_position_bias
- Add helpers/import_closure.py (dead-code detection tool)

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..

__init__.py

Restructure: cutedsl/ -> dsv4/ with proper layering

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hf_reference_test.py

Cleanup Step 1: Move root-level files to proper directories

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test_gemm_1group.py

Cleanup Step 1: Move root-level files to proper directories

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test_quantize_gpu.py

Cleanup Step 1: Move root-level files to proper directories

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test_se_dequant.py

Cleanup Step 1: Move root-level files to proper directories

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test_se_gpu.py

Cleanup Step 1: Move root-level files to proper directories

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test_se_l1_direct.py

Cleanup Step 1: Move root-level files to proper directories

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test_se_multi_gpu.py

Cleanup Step 1: Move root-level files to proper directories

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