From 0fb6bca45d3d6c879a55d5cd5c388da713eec780 Mon Sep 17 00:00:00 2001
From: Wei Shengyu <weisy11@163.com>
Date: Mon, 7 Mar 2022 14:11:28 +0800
Subject: [PATCH] fix infer shapes of pool_with_index (#40139)

* dbg pool infer shapes

* dbg

* fix format
---
 paddle/fluid/operators/pool_with_index_op.cc | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/paddle/fluid/operators/pool_with_index_op.cc b/paddle/fluid/operators/pool_with_index_op.cc
index e0c24935b4..d061f9ae05 100644
--- a/paddle/fluid/operators/pool_with_index_op.cc
+++ b/paddle/fluid/operators/pool_with_index_op.cc
@@ -81,8 +81,12 @@ class MaxPoolWithIndexOp : public framework::OperatorWithKernel {
       output_shape.insert(output_shape.end(), ksize.begin(), ksize.end());
     } else {
       for (size_t i = 0; i < ksize.size(); ++i) {
-        output_shape.push_back(MaxPoolOutputSize(in_x_dims[i + 2], ksize[i],
-                                                 paddings[i], strides[i]));
+        if ((!ctx->IsRuntime()) && (in_x_dims[i + 2] < 0)) {
+          output_shape.push_back(in_x_dims[i + 2]);
+        } else {
+          output_shape.push_back(MaxPoolOutputSize(in_x_dims[i + 2], ksize[i],
+                                                   paddings[i], strides[i]));
+        }
       }
     }
     ctx->SetOutputDim("Out", phi::make_ddim(output_shape));
-- 
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