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Protobuf message size limit

Open justgos opened this issue 7 years ago • 1 comments

When processing batches of trees of few thousand nodes, session.run fails with the following message:

[libprotobuf ERROR external/protobuf/src/google/protobuf/io/coded_stream.cc:208] A protocol message was rejected because it was too big (more than 67108864 bytes). To increase the limit (or to disa ble these warnings), see CodedInputStream::SetTotalBytesLimit() in google/protobuf/io/coded_stream. h. W tensorflow/core/framework/op_kernel.cc:993] Internal: Failed to deserialize WeaverMessage: Weaver Message couldn't be parsed.

It could probably be solved by linking newer version of tensorflow repository: https://github.com/tensorflow/tensorflow/pull/7301

justgos avatar Mar 16 '17 11:03 justgos

Thanks for bringing this up. In the meantime you can lower the batch_size parameter of e.g. td.Compiler.build_feed_dict (default is 100); this controls how many inputs get stored in each proto.

On Thu, Mar 16, 2017 at 4:59 AM, justgos [email protected] wrote:

When processing batches of trees of few thousand nodes, session.run fails with the following message:

[libprotobuf ERROR external/protobuf/src/google/ protobuf/io/coded_stream.cc:208] A protocol message was rejected because it was too big (more than 67108864 bytes). To increase the limit (or to disa ble these warnings), see CodedInputStream::SetTotalBytesLimit() in google/protobuf/io/coded_stream. h. W tensorflow/core/framework/op_kernel.cc:993] Internal: Failed to deserialize WeaverMessage: Weaver Message couldn't be parsed.

It could probably be solved by linking newer version of tensorflow repository: tensorflow/tensorflow#7301 https://github.com/tensorflow/tensorflow/pull/7301

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moshelooks avatar Mar 16 '17 16:03 moshelooks