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authorGravatar Geoffrey Irving <geoffreyi@google.com>2016-02-10 13:52:47 -0800
committerGravatar TensorFlower Gardener <gardener@tensorflow.org>2016-02-10 16:02:39 -0800
commitea92856334a74519055a4e22aba7ceee5dd039a2 (patch)
tree5542d52c1be0a7802866ee83be77cdf82d4fc32d /tensorflow
parentb2757fb5797252bb1ef12bbf04be796cc83000cc (diff)
Add versions to checkpoints
Checkpoints now have a version scheme analogous to that for GraphDefs. We have no plans to ever deprecate a checkpoint version, but it's good to have the scheme in place in case we need to. Change: 114364388
Diffstat (limited to 'tensorflow')
-rw-r--r--tensorflow/core/BUILD2
-rw-r--r--tensorflow/core/framework/versions.cc55
-rw-r--r--tensorflow/core/framework/versions.h38
-rw-r--r--tensorflow/core/graph/graph_constructor.cc28
-rw-r--r--tensorflow/core/public/version.h14
-rw-r--r--tensorflow/core/util/saved_tensor_slice.proto5
-rw-r--r--tensorflow/core/util/tensor_slice_reader.cc6
-rw-r--r--tensorflow/core/util/tensor_slice_reader_test.cc61
-rw-r--r--tensorflow/core/util/tensor_slice_writer.cc7
-rw-r--r--tensorflow/core/util/tensor_slice_writer_test.cc6
10 files changed, 198 insertions, 24 deletions
diff --git a/tensorflow/core/BUILD b/tensorflow/core/BUILD
index 4a6f35dcc3..39052af115 100644
--- a/tensorflow/core/BUILD
+++ b/tensorflow/core/BUILD
@@ -806,6 +806,7 @@ tf_cuda_library(
[
"framework/**/*.h",
"framework/**/*.cc",
+ "public/version.h",
"util/**/*.h",
"util/**/*.cc",
],
@@ -922,6 +923,7 @@ tf_cuda_library(
"client/**/*.cc",
"common_runtime/*.h",
"common_runtime/*.cc",
+ "framework/versions.h",
"graph/**/*.h",
"graph/**/*.cc",
"public/session.h",
diff --git a/tensorflow/core/framework/versions.cc b/tensorflow/core/framework/versions.cc
new file mode 100644
index 0000000000..1373d7140f
--- /dev/null
+++ b/tensorflow/core/framework/versions.cc
@@ -0,0 +1,55 @@
+/* Copyright 2015 Google Inc. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#include "tensorflow/core/framework/versions.h"
+#include "tensorflow/core/lib/core/errors.h"
+#include "tensorflow/core/public/version.h"
+
+namespace tensorflow {
+
+Status CheckVersions(const VersionDef& versions, int consumer, int min_producer,
+ const char* upper_name, const char* lower_name) {
+ // Guard against the caller misordering the arguments
+ if (consumer < min_producer) {
+ return errors::Internal(upper_name, " version check has consumer ",
+ consumer, " < min_producer ", min_producer, ".");
+ }
+
+ // Check versions
+ if (versions.producer() < min_producer) {
+ return errors::InvalidArgument(
+ upper_name, " producer version ", versions.producer(),
+ " below min producer ", min_producer, " supported by TensorFlow ",
+ TF_VERSION_STRING, ". Please regenerate your ", lower_name, ".");
+ }
+ if (versions.min_consumer() > consumer) {
+ return errors::InvalidArgument(
+ upper_name, " min consumer version ", versions.min_consumer(),
+ " above current version ", consumer, " for TensorFlow ",
+ TF_VERSION_STRING, ". Please upgrade TensorFlow.");
+ }
+ for (const int bad_consumer : versions.bad_consumers()) {
+ if (bad_consumer == consumer) {
+ return errors::InvalidArgument(
+ upper_name, " disallows consumer version ", bad_consumer,
+ ". Please upgrade TensorFlow: this version is likely buggy.");
+ }
+ }
+
+ // All good!
+ return Status::OK();
+}
+
+} // namespace tensorflow
diff --git a/tensorflow/core/framework/versions.h b/tensorflow/core/framework/versions.h
new file mode 100644
index 0000000000..757481fdc7
--- /dev/null
+++ b/tensorflow/core/framework/versions.h
@@ -0,0 +1,38 @@
+/* Copyright 2015 Google Inc. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+
+#ifndef TENSORFLOW_FRAMEWORK_VERSIONS_H_
+#define TENSORFLOW_FRAMEWORK_VERSIONS_H_
+
+#include "tensorflow/core/framework/versions.pb.h"
+#include "tensorflow/core/lib/core/status.h"
+
+namespace tensorflow {
+
+// Check whether data with the given versions is compatible with the given
+// consumer and min producer. upper_name and lower_name are used to form
+// error messages upon failure. Example usage:
+//
+// #include "tensorflow/core/public/version.h"
+//
+// TF_RETURN_ERROR(CheckVersions(versions, TF_GRAPH_DEF_VERSION,
+// TF_GRAPH_DEF_VERSION_MIN_PRODUCER,
+// "GraphDef", "graph"));
+Status CheckVersions(const VersionDef& versions, int consumer, int min_producer,
+ const char* upper_name, const char* lower_name);
+
+} // namespace tensorflow
+
+#endif // TENSORFLOW_FRAMEWORK_VERSIONS_H_
diff --git a/tensorflow/core/graph/graph_constructor.cc b/tensorflow/core/graph/graph_constructor.cc
index e1d80782b6..6c5873d0c1 100644
--- a/tensorflow/core/graph/graph_constructor.cc
+++ b/tensorflow/core/graph/graph_constructor.cc
@@ -21,6 +21,7 @@ limitations under the License.
#include "tensorflow/core/framework/graph.pb.h"
#include "tensorflow/core/framework/types.h"
+#include "tensorflow/core/framework/versions.h"
#include "tensorflow/core/graph/algorithm.h"
#include "tensorflow/core/graph/graph.h"
#include "tensorflow/core/graph/optimizer_cse.h"
@@ -46,29 +47,10 @@ class GraphConstructor {
GraphConstructor(const GraphConstructorOptions& opts, const GraphDef* gdef,
Graph* g, Status* status)
: opts_(opts), gdef_(gdef), g_(g), status_(status) {
- if (gdef->versions().producer() < TF_GRAPH_DEF_VERSION_MIN_PRODUCER) {
- *status = errors::InvalidArgument(
- "GraphDef producer version ", gdef->versions().producer(),
- " below min producer ", TF_GRAPH_DEF_VERSION_MIN_PRODUCER,
- " supported by TensorFlow ", TF_VERSION_STRING,
- ". Please regenerate your graph.");
- return;
- }
- if (gdef->versions().min_consumer() > TF_GRAPH_DEF_VERSION) {
- *status = errors::InvalidArgument(
- "GraphDef min consumer version ", gdef->versions().min_consumer(),
- " above current version ", TF_GRAPH_DEF_VERSION, " for TensorFlow ",
- TF_VERSION_STRING, ". Please upgrade TensorFlow.");
- return;
- }
- for (const int bad_consumer : gdef->versions().bad_consumers()) {
- if (bad_consumer == TF_GRAPH_DEF_VERSION) {
- *status = errors::InvalidArgument(
- "GraphDef disallows consumer version ", bad_consumer,
- ". Please upgrade TensorFlow: this version is likely buggy.");
- return;
- }
- }
+ *status =
+ CheckVersions(gdef->versions(), TF_GRAPH_DEF_VERSION,
+ TF_GRAPH_DEF_VERSION_MIN_PRODUCER, "GraphDef", "graph");
+ if (!status->ok()) return;
g->set_versions(gdef->versions());
BuildNodeIndex();
InitFromEdges();
diff --git a/tensorflow/core/public/version.h b/tensorflow/core/public/version.h
index 39cf5b06e9..4c0a9b8d70 100644
--- a/tensorflow/core/public/version.h
+++ b/tensorflow/core/public/version.h
@@ -66,4 +66,18 @@ limitations under the License.
#define TF_GRAPH_DEF_VERSION_MIN_CONSUMER 0
#define TF_GRAPH_DEF_VERSION 8
+// Checkpoint compatibility versions (the versions field in SavedSliceMeta).
+//
+// The checkpoint versions have the same semantics as GraphDef versions, but the
+// numbering scheme is separate. We have no plans to ever deprecate checkpoint
+// versions, but it's good to have this in place in case we ever need to.
+//
+// Version history:
+//
+// 0. Checkpoints saved before checkpoint versioning.
+// 1. First real version (10feb2015).
+#define TF_CHECKPOINT_VERSION_MIN_PRODUCER 0
+#define TF_CHECKPOINT_VERSION_MIN_CONSUMER 0
+#define TF_CHECKPOINT_VERSION 1
+
#endif // TENSORFLOW_CORE_PUBLIC_VERSION_H_
diff --git a/tensorflow/core/util/saved_tensor_slice.proto b/tensorflow/core/util/saved_tensor_slice.proto
index 75d47e0079..d1e4e85edc 100644
--- a/tensorflow/core/util/saved_tensor_slice.proto
+++ b/tensorflow/core/util/saved_tensor_slice.proto
@@ -27,6 +27,7 @@ import "tensorflow/core/framework/tensor_shape.proto";
import "tensorflow/core/framework/tensor_slice.proto";
import "tensorflow/core/framework/tensor.proto";
import "tensorflow/core/framework/types.proto";
+import "tensorflow/core/framework/versions.proto";
// Metadata describing the set of slices of the same tensor saved in a
// checkpoint file.
@@ -49,6 +50,10 @@ message SavedSliceMeta {
message SavedTensorSliceMeta {
// Each SavedSliceMeta describes the slices for one tensor.
repeated SavedSliceMeta tensor = 1;
+
+ // Compatibility version of this checkpoint. See core/public/version.h
+ // for version history.
+ VersionDef versions = 2;
};
// Saved tensor slice: it stores the name of the tensors, the slice, and the
diff --git a/tensorflow/core/util/tensor_slice_reader.cc b/tensorflow/core/util/tensor_slice_reader.cc
index b8732b4773..480dc64747 100644
--- a/tensorflow/core/util/tensor_slice_reader.cc
+++ b/tensorflow/core/util/tensor_slice_reader.cc
@@ -16,6 +16,7 @@ limitations under the License.
#include "tensorflow/core/util/tensor_slice_reader.h"
#include <vector>
+#include "tensorflow/core/framework/versions.h"
#include "tensorflow/core/lib/core/errors.h"
#include "tensorflow/core/lib/gtl/stl_util.h"
#include "tensorflow/core/lib/io/iterator.h"
@@ -25,6 +26,7 @@ limitations under the License.
#include "tensorflow/core/platform/env.h"
#include "tensorflow/core/platform/logging.h"
#include "tensorflow/core/platform/protobuf.h"
+#include "tensorflow/core/public/version.h"
#include "tensorflow/core/util/saved_tensor_slice_util.h"
#include "tensorflow/core/util/tensor_slice_util.h"
@@ -155,6 +157,10 @@ void TensorSliceReader::LoadShard(int shard) const {
fname);
return;
}
+ status_ = CheckVersions(sts.meta().versions(), TF_CHECKPOINT_VERSION,
+ TF_CHECKPOINT_VERSION_MIN_PRODUCER, "Checkpoint",
+ "checkpoint");
+ if (!status_.ok()) return;
for (const SavedSliceMeta& ssm : sts.meta().tensor()) {
TensorShape ssm_shape(ssm.shape());
for (const TensorSliceProto& tsp : ssm.slice()) {
diff --git a/tensorflow/core/util/tensor_slice_reader_test.cc b/tensorflow/core/util/tensor_slice_reader_test.cc
index 928ebb8140..62008952d9 100644
--- a/tensorflow/core/util/tensor_slice_reader_test.cc
+++ b/tensorflow/core/util/tensor_slice_reader_test.cc
@@ -20,10 +20,12 @@ limitations under the License.
#include "tensorflow/core/lib/core/stringpiece.h"
#include "tensorflow/core/lib/io/path.h"
#include "tensorflow/core/lib/strings/strcat.h"
+#include "tensorflow/core/platform/env.h"
#include "tensorflow/core/platform/logging.h"
#include "tensorflow/core/platform/protobuf.h"
#include "tensorflow/core/platform/test.h"
#include "tensorflow/core/platform/types.h"
+#include "tensorflow/core/public/version.h"
#include "tensorflow/core/util/saved_tensor_slice_util.h"
#include "tensorflow/core/util/tensor_slice_reader_cache.h"
#include "tensorflow/core/util/tensor_slice_writer.h"
@@ -393,6 +395,65 @@ TEST(CachedTensorSliceReaderTest, SimpleFloat) {
OpenTableTensorSliceReader);
}
+static void VersionTest(const VersionDef& versions, const string& error) {
+ const string path = io::JoinPath(testing::TmpDir(), "checkpoint");
+
+ {
+ // Prepare an empty checkpoint with some version information
+ SavedTensorSlices sts;
+ sts.mutable_meta()->mutable_versions()->CopyFrom(versions);
+ string contents;
+ EXPECT_TRUE(sts.SerializeToString(&contents));
+
+ // Write it to disk
+ TensorSliceWriter::Builder* builder;
+ TF_ASSERT_OK(CreateTableTensorSliceBuilder(path, &builder));
+ builder->Add(kSavedTensorSlicesKey, contents);
+ int64 file_size;
+ builder->Finish(&file_size);
+ delete builder;
+ }
+
+ // Read it back in and verify that we get the expected error
+ TensorSliceReader reader(path, OpenTableTensorSliceReader);
+ EXPECT_TRUE(reader.status().code() == error::INVALID_ARGUMENT &&
+ StringPiece(reader.status().error_message()).starts_with(error))
+ << "Expected error starting with '" << errors::InvalidArgument(error)
+ << "', got '" << reader.status() << "'";
+}
+
+TEST(CheckpointVersionTest, MinConsumer) {
+ VersionDef versions;
+ versions.set_producer(TF_CHECKPOINT_VERSION + 1);
+ versions.set_min_consumer(TF_CHECKPOINT_VERSION + 1);
+ VersionTest(
+ versions,
+ strings::StrCat("Checkpoint min consumer version ",
+ TF_CHECKPOINT_VERSION + 1, " above current version ",
+ TF_CHECKPOINT_VERSION, " for TensorFlow"));
+}
+
+TEST(CheckpointVersionTest, MinProducer) {
+ VersionDef versions;
+ versions.set_producer(TF_CHECKPOINT_VERSION_MIN_PRODUCER - 1);
+ VersionTest(versions, strings::StrCat("Checkpoint producer version ",
+ TF_CHECKPOINT_VERSION_MIN_PRODUCER - 1,
+ " below min producer ",
+ TF_CHECKPOINT_VERSION_MIN_PRODUCER,
+ " supported by TensorFlow"));
+}
+
+TEST(CheckpointVersionTest, BadConsumer) {
+ VersionDef versions;
+ versions.set_producer(TF_CHECKPOINT_VERSION + 1);
+ versions.add_bad_consumers(TF_CHECKPOINT_VERSION);
+ VersionTest(
+ versions,
+ strings::StrCat(
+ "Checkpoint disallows consumer version ", TF_CHECKPOINT_VERSION,
+ ". Please upgrade TensorFlow: this version is likely buggy."));
+}
+
} // namespace
} // namespace checkpoint
diff --git a/tensorflow/core/util/tensor_slice_writer.cc b/tensorflow/core/util/tensor_slice_writer.cc
index 3a5328f2ac..53f9361973 100644
--- a/tensorflow/core/util/tensor_slice_writer.cc
+++ b/tensorflow/core/util/tensor_slice_writer.cc
@@ -21,6 +21,7 @@ limitations under the License.
#include "tensorflow/core/lib/strings/strcat.h"
#include "tensorflow/core/platform/env.h"
#include "tensorflow/core/platform/logging.h"
+#include "tensorflow/core/public/version.h"
#include "tensorflow/core/util/saved_tensor_slice_util.h"
namespace tensorflow {
@@ -81,7 +82,11 @@ TensorSliceWriter::TensorSliceWriter(const string& filename,
: filename_(filename),
create_builder_(create_builder),
tmpname_(strings::StrCat(filename, ".tempstate", random::New64())),
- slices_(0) {}
+ slices_(0) {
+ VersionDef* versions = sts_.mutable_meta()->mutable_versions();
+ versions->set_producer(TF_CHECKPOINT_VERSION);
+ versions->set_min_consumer(TF_CHECKPOINT_VERSION_MIN_CONSUMER);
+}
Status TensorSliceWriter::Finish() {
Builder* b;
diff --git a/tensorflow/core/util/tensor_slice_writer_test.cc b/tensorflow/core/util/tensor_slice_writer_test.cc
index 625ad1b212..b7996b223c 100644
--- a/tensorflow/core/util/tensor_slice_writer_test.cc
+++ b/tensorflow/core/util/tensor_slice_writer_test.cc
@@ -20,6 +20,7 @@ limitations under the License.
#include "tensorflow/core/platform/logging.h"
#include "tensorflow/core/platform/protobuf.h"
#include "tensorflow/core/platform/test.h"
+#include "tensorflow/core/public/version.h"
#include "tensorflow/core/util/saved_tensor_slice_util.h"
#include "tensorflow/core/util/tensor_slice_reader.h"
@@ -148,6 +149,11 @@ void TensorSliceWriteTestHelper::CheckEntries(const string& fname) {
// We also expect two entries for the tensors
EXPECT_TRUE(sts.has_meta());
EXPECT_EQ(4, sts.meta().tensor_size());
+ // We should have written nontrivial version information
+ EXPECT_LT(0, TF_CHECKPOINT_VERSION);
+ EXPECT_EQ(TF_CHECKPOINT_VERSION, sts.meta().versions().producer());
+ EXPECT_EQ(TF_CHECKPOINT_VERSION_MIN_CONSUMER,
+ sts.meta().versions().min_consumer());
// We don't expect any data in the first block.
EXPECT_FALSE(sts.has_data());
// The two tensors should be stored in the same order as they are first