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Fix 1000x event-timer bandwidth bug#360

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XunZhangIntel wants to merge 1 commit into
oneapi-src:masterfrom
XunZhangIntel:20260611_070303
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Fix 1000x event-timer bandwidth bug#360
XunZhangIntel wants to merge 1 commit into
oneapi-src:masterfrom
XunZhangIntel:20260611_070303

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@XunZhangIntel

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BANDWIDTH_EVENT_TIMING accumulated microseconds (context_time_in_us) but calculate_gbps() expects nanoseconds, so -e reported bandwidth/GFLOPS ~1000x high. Convert us->ns at that call site only.

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