Swap NaN count from index 7 to 2 within DebugNumericSummary ops.
Change: 147888410
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@ -241,12 +241,12 @@ class DebugNumericSummaryOp : public OpKernel {
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OP_REQUIRES_OK(context, context->allocate_output(0, shape, &output_tensor));
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output_tensor->vec<double>()(0) = static_cast<double>(is_initialized);
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output_tensor->vec<double>()(1) = static_cast<double>(element_count);
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output_tensor->vec<double>()(2) = static_cast<double>(negative_inf_count);
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output_tensor->vec<double>()(3) = static_cast<double>(negative_count);
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output_tensor->vec<double>()(4) = static_cast<double>(zero_count);
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output_tensor->vec<double>()(5) = static_cast<double>(positive_count);
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output_tensor->vec<double>()(6) = static_cast<double>(positive_inf_count);
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output_tensor->vec<double>()(7) = static_cast<double>(nan_count);
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output_tensor->vec<double>()(2) = static_cast<double>(nan_count);
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output_tensor->vec<double>()(3) = static_cast<double>(negative_inf_count);
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output_tensor->vec<double>()(4) = static_cast<double>(negative_count);
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output_tensor->vec<double>()(5) = static_cast<double>(zero_count);
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output_tensor->vec<double>()(6) = static_cast<double>(positive_count);
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output_tensor->vec<double>()(7) = static_cast<double>(positive_inf_count);
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output_tensor->vec<double>()(8) = min;
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output_tensor->vec<double>()(9) = max;
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output_tensor->vec<double>()(10) = mean;
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@ -254,12 +254,12 @@ TEST_F(DebugNumericSummaryOpTest, Float_full_house) {
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&expected,
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{1.0, // Is initialized.
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18.0, // Total element count.
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4.0, // nan count.
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2.0, // -inf count.
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2.0, // negative number count (excluding -inf).
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3.0, // zero count.
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2.0, // positive number count (excluding +inf).
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5.0, // +inf count.
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4.0, // nan count.
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-3.0, // minimum of non-inf and non-nan elements.
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7.0, // maximum of non-inf and non-nan elements.
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0.85714285714, // mean of non-inf and non-nan elements.
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@ -290,12 +290,12 @@ TEST_F(DebugNumericSummaryOpTest, Double_full_house) {
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&expected,
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{1.0, // Is initialized.
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18.0, // Total element count.
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4.0, // nan count.
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2.0, // -inf count.
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2.0, // negative count (excluding -inf).
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3.0, // zero count.
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2.0, // positive count (excluding +inf).
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5.0, // +inf count.
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4.0, // nan count.
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-3.0, // minimum of non-inf and non-nan elements.
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7.0, // maximum of non-inf and non-nan elements.
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0.85714285714, // mean of non-inf and non-nan elements.
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@ -315,12 +315,12 @@ TEST_F(DebugNumericSummaryOpTest, Float_only_valid_values) {
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&expected,
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{1.0, // Is initialized.
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6.0, // Total element count.
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0.0, // nan count.
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0.0, // -inf count.
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1.0, // negative count (excluding -inf).
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2.0, // zero count.
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3.0, // positive count (excluding +inf).
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0.0, // +inf count.
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0.0, // nan count.
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-1.0, // minimum of non-inf and non-nan elements.
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7.0, // maximum of non-inf and non-nan elements.
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2.0, // mean of non-inf and non-nan elements.
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@ -351,12 +351,12 @@ TEST_F(DebugNumericSummaryOpTest, Float_all_Inf_or_NaN) {
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// NaNs.
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ASSERT_NEAR(1.0, output[0], 1e-8); // Is initialized.
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ASSERT_NEAR(9.0, output[1], 1e-8); // Total element count.
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ASSERT_NEAR(2.0, output[2], 1e-8); // -inf count.
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ASSERT_NEAR(0.0, output[3], 1e-8); // negative count (excluding -inf).
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ASSERT_NEAR(0.0, output[4], 1e-8); // zero count.
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ASSERT_NEAR(0.0, output[5], 1e-8); // positive count (excluding +inf).
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ASSERT_NEAR(3.0, output[6], 1e-8); // +inf count.
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ASSERT_NEAR(4.0, output[7], 1e-8); // nan count.
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ASSERT_NEAR(4.0, output[2], 1e-8); // nan count.
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ASSERT_NEAR(2.0, output[3], 1e-8); // -inf count.
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ASSERT_NEAR(0.0, output[4], 1e-8); // negative count (excluding -inf).
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ASSERT_NEAR(0.0, output[5], 1e-8); // zero count.
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ASSERT_NEAR(0.0, output[6], 1e-8); // positive count (excluding +inf).
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ASSERT_NEAR(3.0, output[7], 1e-8); // +inf count.
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// Due to the absence of any non-inf and non-nan values, the output of min,
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// max, mean and var are all degenerate.
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ASSERT_EQ(std::numeric_limits<float>::infinity(), output[8]);
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@ -1060,7 +1060,7 @@ class SessionDebugTestBase(test_util.TensorFlowTestCase):
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self.assertTrue(dump.loaded_partition_graphs())
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self.assertAllClose([[
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1.0, 18.0, 2.0, 2.0, 3.0, 2.0, 5.0, 4.0, -3.0, 7.0, 0.85714286,
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1.0, 18.0, 4.0, 2.0, 2.0, 3.0, 2.0, 5.0, -3.0, 7.0, 0.85714286,
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8.97959184
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]], dump.get_tensors("numeric_summary/a/read", 0, "DebugNumericSummary"))
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