Refactor test and autotune agent to use fix test harness and use speedup as the major metric - #74
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…nd move test generation to the begining of the pipeline agent
…el performance evaluation
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This PR refactors the testing and autotuning workflow in the
MaxKernelauto-agent, updates the core performance evaluation metric, and introduces several architectural improvements to the pipeline agent.pipeline_agentlifecycle so tests are prepared earlier.latencywith relativespeedupas the primary metric for evaluating and comparing kernel performance across the auto-search and autotuning workflows.