From f41959ccb2d9d4c722fe8fc3351401d53bcf4900 Mon Sep 17 00:00:00 2001
From: Manjunath Kudlur <keveman@gmail.com>
Date: Fri, 6 Nov 2015 16:27:58 -0800
Subject: TensorFlow: Initial commit of TensorFlow library. TensorFlow is an
 open source software library for numerical computation using data flow
 graphs.

Base CL: 107276108
---
 tensorflow/core/framework/bfloat16_test.cc | 69 ++++++++++++++++++++++++++++++
 1 file changed, 69 insertions(+)
 create mode 100644 tensorflow/core/framework/bfloat16_test.cc

(limited to 'tensorflow/core/framework/bfloat16_test.cc')

diff --git a/tensorflow/core/framework/bfloat16_test.cc b/tensorflow/core/framework/bfloat16_test.cc
new file mode 100644
index 0000000000..4fe791fdeb
--- /dev/null
+++ b/tensorflow/core/framework/bfloat16_test.cc
@@ -0,0 +1,69 @@
+#include "tensorflow/core/framework/bfloat16.h"
+
+#include "tensorflow/core/platform/test_benchmark.h"
+#include <gtest/gtest.h>
+
+namespace tensorflow {
+namespace {
+
+TEST(Bfloat16Test, Simple) {
+  bfloat16 a(12);
+  EXPECT_EQ(12, a.value);
+}
+
+TEST(Bfloat16Test, Conversion) {
+  float a[100];
+  for (int i = 0; i < 100; ++i) {
+    a[i] = i + 1.25;
+  }
+  bfloat16 b[100];
+  float c[100];
+  FloatToBFloat16(a, b, 100);
+  BFloat16ToFloat(b, c, 100);
+  for (int i = 0; i < 100; ++i) {
+    // The relative error should be less than 1/(2^7) since bfloat16
+    // has 7 bits mantissa.
+    EXPECT_LE(fabs(c[i] - a[i]) / a[i], 1.0 / 128);
+  }
+}
+
+static void BM_FloatToBFloat16(int iters) {
+  testing::StopTiming();
+  static const int N = 32 << 20;
+  const int64 tot = static_cast<int64>(iters) * N;
+  testing::ItemsProcessed(tot);
+  testing::BytesProcessed(tot * (sizeof(float) + sizeof(bfloat16)));
+
+  float* inp = new float[N];
+  bfloat16* out = new bfloat16[N];
+
+  testing::StartTiming();
+  while (iters--) {
+    FloatToBFloat16(inp, out, N);
+  }
+  delete[] inp;
+  delete[] out;
+}
+BENCHMARK(BM_FloatToBFloat16);
+
+static void BM_BFloat16ToFloat(int iters) {
+  testing::StopTiming();
+  static const int N = 32 << 20;
+  const int64 tot = static_cast<int64>(iters) * N;
+  testing::ItemsProcessed(tot);
+  testing::BytesProcessed(tot * (sizeof(float) + sizeof(bfloat16)));
+
+  bfloat16* inp = new bfloat16[N];
+  float* out = new float[N];
+
+  testing::StartTiming();
+  while (iters--) {
+    BFloat16ToFloat(inp, out, N);
+  }
+  delete[] inp;
+  delete[] out;
+}
+BENCHMARK(BM_BFloat16ToFloat);
+
+}  // namespace
+}  // namespace tensorflow
-- 
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