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Avoids repeated heap allocations/deallocations of layout.total_bytes per attention subtask and kv_out_mem per token step by storing worker_workspaces and kv_out_mem on AttentionActivations / AttentionActivationsPtrs. This eliminates ~20M minor page faults and improves decode throughput by +18% to +26% on AMD Turin. - #1025
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