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The solver.py refactoring renamed most solver classes from *Solver to *Model (e.g. DistributedSolver → DistributedModel). The docs still referenced the old names, causing the Quarto site build to fail with: ImportError: cannot import name 'DistributedSolver' from 'mlsysim' - Fix executable code cells in tutorials/distributed.qmd - Update non-executable code examples across 10 doc files - Rename 19 API reference files from *Solver.qmd to *Model.qmd - SensitivitySolver and SynthesisSolver retain their names (correct) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
15 lines
484 B
Plaintext
15 lines
484 B
Plaintext
# core.solver.EfficiencyModel { #mlsysim.core.solver.EfficiencyModel }
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```python
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core.solver.EfficiencyModel()
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```
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Analyzes the 'Software Wall' — Kernel and compiler efficiency.
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This solver replaces the 'guessed' eta parameter with a calculation
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based on operator fusion and software stack maturity.
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Literature Source:
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1. Dao et al. (2022), "FlashAttention: Fast and Memory-Efficient Exact Attention."
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2. Ivanov et al. (2021), "Data-Movement-Aware Deep Learning Optimizations."
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