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Update config.yaml
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examples/mlx_spda_optimization/config.yaml

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# Configuration for MLX Block Diagonal Attention Kernel Discovery
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max_iterations: 150 # More iterations for novel algorithm discovery
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max_iterations: 100 # More iterations for novel algorithm discovery
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checkpoint_interval: 5
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log_level: "INFO"
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