36 lines
1.9 KiB
Diff
36 lines
1.9 KiB
Diff
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From 12c727cee857fa19be717f336943d95fca4ffe4f Mon Sep 17 00:00:00 2001
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From: Mihai Maruseac <mihaimaruseac@google.com>
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Date: Thu, 6 May 2021 14:02:47 -0700
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Subject: [PATCH] Validate inputs of `FractionalAvgPoolGrad`.
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PiperOrigin-RevId: 372420640
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Change-Id: Icc583928e6cdc3062e12498e4d2337a8fe3da016
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---
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tensorflow/core/kernels/fractional_avg_pool_op.cc | 13 +++++++++++++
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1 file changed, 13 insertions(+)
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diff --git a/tensorflow/core/kernels/fractional_avg_pool_op.cc b/tensorflow/core/kernels/fractional_avg_pool_op.cc
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index b8a5083e5340f..0452638a06679 100644
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--- a/tensorflow/core/kernels/fractional_avg_pool_op.cc
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+++ b/tensorflow/core/kernels/fractional_avg_pool_op.cc
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@@ -250,6 +250,19 @@ class FractionalAvgPoolGradOp : public OpKernel {
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const int64 out_cols = out_backprop.dim_size(2);
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const int64 out_depth = out_backprop.dim_size(3);
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+ OP_REQUIRES(context, row_seq_tensor.NumElements() > out_rows,
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+ errors::InvalidArgument("Given out_backprop shape ",
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+ out_backprop.shape().DebugString(),
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+ ", row_seq_tensor must have at least ",
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+ out_rows + 1, " elements, but got ",
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+ row_seq_tensor.NumElements()));
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+ OP_REQUIRES(context, col_seq_tensor.NumElements() > out_cols,
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+ errors::InvalidArgument("Given out_backprop shape ",
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+ out_backprop.shape().DebugString(),
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+ ", col_seq_tensor must have at least ",
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+ out_cols + 1, " elements, but got ",
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+ col_seq_tensor.NumElements()));
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+
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auto row_seq_tensor_flat = row_seq_tensor.flat<int64>();
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auto col_seq_tensor_flat = col_seq_tensor.flat<int64>();
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auto orig_input_tensor_shape_flat = orig_input_tensor_shape.flat<int64>();
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