Fix Bandwidth Calculations in JSON

Summary:
There are two issues regarding bandwidth calculations in kineto:

1. We are using TSC timestamps as durations instead of the conversion to seconds. We should never call the start/end bare, only use the duration() and timstamp() funcitons.

2. We are not correctly using KB_TO_B as 1024 but instead as 1000 which makes calculations slightly off

Differential Revision: D63422014

Author: sraikund16

libkineto/src/CuptiActivity.cpp

@@ -13,6 +13,20 @@
 #include "Demangle.h"
 #include "DeviceProperties.h"
 #include "output_base.h"
+#include "Logger.h"
+
+#define SECONDS_TO_MS 1000
+#define MS_TO_US 1000
+#define US_TO_NS 1000
+#define SECONDS_TO_US (SECONDS_TO_MS * MS_TO_US)
+#define SECONDS_TO_NS (SECONDS_TO_US * US_TO_NS)
+
+#define KB_TO_B 1024
+#define MB_TO_KB 1024
+#define GB_TO_MB 1024
+#define MB_TO_B (MB_TO_KB * KB_TO_B)
+#define GB_TO_B (GB_TO_MB * MB_TO_B)
+
 
 namespace KINETO_NAMESPACE {
 
@@ -154,7 +168,7 @@ inline const std::string GpuActivity<CUpti_ActivityMemcpy>::name() const {
 }
 
 inline std::string bandwidth(uint64_t bytes, uint64_t duration) {
-  return duration == 0 ? "\"N/A\"" : fmt::format("{}", bytes * 1.0 / duration);
+  return duration == 0 ? "\"N/A\"" : fmt::format("{}", bytes * ((float)SECONDS_TO_NS/GB_TO_B) / duration);
 }
 
 template<>
@@ -167,7 +181,7 @@ inline const std::string GpuActivity<CUpti_ActivityMemcpy>::metadataJson() const
       "bytes": {}, "memory bandwidth (GB/s)": {})JSON",
       memcpy.deviceId, memcpy.contextId,
       memcpy.streamId, memcpy.correlationId,
-      memcpy.bytes, bandwidth(memcpy.bytes, memcpy.end - memcpy.start));
+      memcpy.bytes, bandwidth(memcpy.bytes, duration()));
   // clang-format on
 }
 
@@ -194,7 +208,7 @@ inline const std::string GpuActivity<CUpti_ActivityMemcpy2>::metadataJson() cons
       memcpy.srcDeviceId, memcpy.deviceId, memcpy.dstDeviceId,
       memcpy.srcContextId, memcpy.contextId, memcpy.dstContextId,
       memcpy.streamId, memcpy.correlationId,
-      memcpy.bytes, bandwidth(memcpy.bytes, memcpy.end - memcpy.start));
+      memcpy.bytes, bandwidth(memcpy.bytes, duration()));
   // clang-format on
 }
 
@@ -220,7 +234,7 @@ inline const std::string GpuActivity<CUpti_ActivityMemset>::metadataJson() const
       "bytes": {}, "memory bandwidth (GB/s)": {})JSON",
       memset.deviceId, memset.contextId,
       memset.streamId, memset.correlationId,
-      memset.bytes, bandwidth(memset.bytes, memset.end - memset.start));
+      memset.bytes, bandwidth(memset.bytes, duration()));
   // clang-format on
 }