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Subject [GitHub] [singa] chrishkchris commented on a change in pull request #552: SINGA-496 Implement softplus and softsign functions for tensor math
Date Wed, 13 Nov 2019 04:30:41 GMT
chrishkchris commented on a change in pull request #552: SINGA-496 Implement softplus and softsign
functions for tensor math
URL: https://github.com/apache/singa/pull/552#discussion_r345563360
 
 

 ##########
 File path: test/singa/test_tensor_math.cc
 ##########
 @@ -120,6 +120,32 @@ TEST_F(TensorMath, SignCpp) {
   EXPECT_EQ(1.0f, dptr1[2]);
 }
 
+TEST_F(TensorMath, SoftPlusCpp) {
+  Tensor aa = a.Clone();
+  Tensor cc = aa - 1.0f;
+  const float *dptr = aa.data<float>();
+  EXPECT_NEAR(0.0f, dptr[0], 1e-5);
+  EXPECT_NEAR(1.0f, dptr[1], 1e-5);
+
+  Tensor p = SoftPlus(cc);
+  const float *dptr1 = p.data<float>();
+  EXPECT_EQ(log(2.0f), dptr1[0]);
+  EXPECT_EQ(log(exp(1) + 1.0f), dptr1[1]);
+}
+
+TEST_F(TensorMath, SoftSignCpp) {
+  Tensor aa = a.Clone();
+  Tensor cc = aa - 1.0f;
+  const float *dptr = aa.data<float>();
+  EXPECT_NEAR(0.0f, dptr[0], 1e-5);
+  EXPECT_NEAR(1.0f, dptr[1], 1e-5);
+
+  Tensor p = SoftSign(cc);
+  const float *dptr1 = p.data<float>();
+  EXPECT_EQ(0.0f, dptr1[0]);
+  EXPECT_EQ(1.0f / 3, dptr1[1]);
+}
+
 
 Review comment:
   @Wentong-DST 
   Could you add the cuda test, namely SoftSignCuda and SoftPlusCuda after the line 804 (#ifdef
USE_CUDA) . After that, could you please run the test once? Thanks!

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