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r2.9 cherry-pick: 3796cc4fcd9 "Fix tf.raw_ops.DepthwiseConv2dNativeBackpropInput vulnerability with large input sizes." #55884

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merged 1 commit into from May 4, 2022
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r2.9 cherry-pick: 3796cc4fcd9 "Fix tf.raw_ops.DepthwiseConv2dNativeBackpropInput vulnerability with large input sizes." #55884

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5 changes: 3 additions & 2 deletions tensorflow/core/kernels/depthwise_conv_grad_op.cc
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Expand Up @@ -623,7 +623,7 @@ class DepthwiseConv2dNativeBackpropInputOp : public OpKernel {
OP_REQUIRES(context, in_sizes_data[i] >= 0,
errors::InvalidArgument("Dimension ", i,
" of input_sizes must be >= 0"));
input_shape.AddDim(in_sizes_data[i]);
OP_REQUIRES_OK(context, input_shape.AddDimWithStatus(in_sizes_data[i]));
}
const TensorShape& filter_shape = filter.shape();
EXTRACT_AND_VERIFY_DIMENSIONS("DepthwiseConv2DBackpropInput");
Expand Down Expand Up @@ -1120,7 +1120,8 @@ class DepthwiseConv2dNativeBackpropFilterOp : public OpKernel {
OP_REQUIRES(context, filter_sizes_data[i] >= 0,
errors::InvalidArgument("Dimension ", i,
" of filter_sizes must be >= 0"));
filter_shape.AddDim(filter_sizes_data[i]);
OP_REQUIRES_OK(context,
filter_shape.AddDimWithStatus(filter_sizes_data[i]));
}
const TensorShape& input_shape = input.shape();

Expand Down