From 618f7620e2f90c52b94ee243bf1827914a04fd82 Mon Sep 17 00:00:00 2001
From: tangwei12 <tangwei12@baidu.com>
Date: Sat, 1 Dec 2018 12:39:36 +0800
Subject: [PATCH] add enforce for auc (#14687)

* add enforce for AUC,  test=develop
---
 paddle/fluid/operators/metrics/auc_op.h | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/paddle/fluid/operators/metrics/auc_op.h b/paddle/fluid/operators/metrics/auc_op.h
index fb370842d19..4ab5cfe53c6 100644
--- a/paddle/fluid/operators/metrics/auc_op.h
+++ b/paddle/fluid/operators/metrics/auc_op.h
@@ -75,8 +75,13 @@ class AucKernel : public framework::OpKernel<T> {
     const auto *label_data = label->data<int64_t>();
 
     for (size_t i = 0; i < batch_size; i++) {
-      uint32_t binIdx = static_cast<uint32_t>(
-          inference_data[i * inference_width + 1] * num_thresholds);
+      auto predict_data = inference_data[i * inference_width + 1];
+      PADDLE_ENFORCE_LE(predict_data, 1,
+                        "The predict data must less or equal 1.");
+      PADDLE_ENFORCE_GE(predict_data, 0,
+                        "The predict data must gather or equal 0.");
+
+      uint32_t binIdx = static_cast<uint32_t>(predict_data * num_thresholds);
       if (label_data[i]) {
         (*stat_pos)[binIdx] += 1.0;
       } else {
-- 
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