diff options
Diffstat (limited to 'tensorflow/core/ops/ops.pbtxt')
| -rw-r--r-- | tensorflow/core/ops/ops.pbtxt | 1774 |
1 files changed, 1700 insertions, 74 deletions
diff --git a/tensorflow/core/ops/ops.pbtxt b/tensorflow/core/ops/ops.pbtxt index 59ba1c5306..0d8997c1bd 100644 --- a/tensorflow/core/ops/ops.pbtxt +++ b/tensorflow/core/ops/ops.pbtxt @@ -4272,6 +4272,29 @@ op { is_commutative: true } op { + name: "BoostedTreesBucketize" + input_arg { + name: "float_values" + type: DT_FLOAT + number_attr: "num_features" + } + input_arg { + name: "bucket_boundaries" + type: DT_FLOAT + number_attr: "num_features" + } + output_arg { + name: "buckets" + type: DT_INT32 + number_attr: "num_features" + } + attr { + name: "num_features" + type: "int" + has_minimum: true + } +} +op { name: "BoostedTreesCalculateBestGainsPerFeature" input_arg { name: "node_id_range" @@ -4381,6 +4404,29 @@ op { is_stateful: true } op { + name: "BoostedTreesCreateQuantileStreamResource" + input_arg { + name: "quantile_stream_resource_handle" + type: DT_RESOURCE + } + input_arg { + name: "epsilon" + type: DT_FLOAT + } + input_arg { + name: "num_streams" + type: DT_INT64 + } + attr { + name: "max_elements" + type: "int" + default_value { + i: 1099511627776 + } + } + is_stateful: true +} +op { name: "BoostedTreesDeserializeEnsemble" input_arg { name: "tree_ensemble_handle" @@ -4474,6 +4520,32 @@ op { is_stateful: true } op { + name: "BoostedTreesMakeQuantileSummaries" + input_arg { + name: "float_values" + type: DT_FLOAT + number_attr: "num_features" + } + input_arg { + name: "example_weights" + type: DT_FLOAT + } + input_arg { + name: "epsilon" + type: DT_FLOAT + } + output_arg { + name: "summaries" + type: DT_FLOAT + number_attr: "num_features" + } + attr { + name: "num_features" + type: "int" + has_minimum: true + } +} +op { name: "BoostedTreesMakeStatsSummary" input_arg { name: "node_ids" @@ -4543,6 +4615,83 @@ op { is_stateful: true } op { + name: "BoostedTreesQuantileStreamResourceAddSummaries" + input_arg { + name: "quantile_stream_resource_handle" + type: DT_RESOURCE + } + input_arg { + name: "summaries" + type: DT_FLOAT + number_attr: "num_features" + } + attr { + name: "num_features" + type: "int" + has_minimum: true + } + is_stateful: true +} +op { + name: "BoostedTreesQuantileStreamResourceFlush" + input_arg { + name: "quantile_stream_resource_handle" + type: DT_RESOURCE + } + input_arg { + name: "num_buckets" + type: DT_INT64 + } + attr { + name: "generate_quantiles" + type: "bool" + default_value { + b: false + } + } + is_stateful: true +} +op { + name: "BoostedTreesQuantileStreamResourceGetBucketBoundaries" + input_arg { + name: "quantile_stream_resource_handle" + type: DT_RESOURCE + } + output_arg { + name: "bucket_boundaries" + type: DT_FLOAT + number_attr: "num_features" + } + attr { + name: "num_features" + type: "int" + has_minimum: true + } + is_stateful: true +} +op { + name: "BoostedTreesQuantileStreamResourceHandleOp" + output_arg { + name: "resource" + type: DT_RESOURCE + } + attr { + name: "container" + type: "string" + default_value { + s: "" + } + } + attr { + name: "shared_name" + type: "string" + default_value { + s: "" + } + } + is_stateful: true +} +op { name: "BoostedTreesSerializeEnsemble" input_arg { name: "tree_ensemble_handle" @@ -5592,6 +5741,19 @@ op { s: "" } } + attr { + name: "reduction_type" + type: "string" + default_value { + s: "MEAN" + } + allowed_values { + list { + s: "MEAN" + s: "SUM" + } + } + } is_stateful: true } op { @@ -9190,6 +9352,31 @@ op { } } op { + name: "DivNoNan" + input_arg { + name: "x" + type_attr: "T" + } + input_arg { + name: "y" + type_attr: "T" + } + output_arg { + name: "z" + type_attr: "T" + } + attr { + name: "T" + type: "type" + allowed_values { + list { + type: DT_FLOAT + type: DT_DOUBLE + } + } + } +} +op { name: "DrawBoundingBoxes" input_arg { name: "images" @@ -9642,6 +9829,25 @@ op { is_stateful: true } op { + name: "EnsureShape" + input_arg { + name: "input" + type_attr: "T" + } + output_arg { + name: "output" + type_attr: "T" + } + attr { + name: "shape" + type: "shape" + } + attr { + name: "T" + type: "type" + } +} +op { name: "Enter" input_arg { name: "data" @@ -9833,6 +10039,421 @@ op { } } op { + name: "ExperimentalAssertNextDataset" + input_arg { + name: "input_dataset" + type: DT_VARIANT + } + input_arg { + name: "transformations" + type: DT_STRING + } + output_arg { + name: "handle" + type: DT_VARIANT + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } +} +op { + name: "ExperimentalCSVDataset" + input_arg { + name: "filenames" + type: DT_STRING + } + input_arg { + name: "compression_type" + type: DT_STRING + } + input_arg { + name: "buffer_size" + type: DT_INT64 + } + input_arg { + name: "header" + type: DT_BOOL + } + input_arg { + name: "field_delim" + type: DT_STRING + } + input_arg { + name: "use_quote_delim" + type: DT_BOOL + } + input_arg { + name: "na_value" + type: DT_STRING + } + input_arg { + name: "select_cols" + type: DT_INT64 + } + input_arg { + name: "record_defaults" + type_list_attr: "output_types" + } + output_arg { + name: "handle" + type: DT_VARIANT + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + allowed_values { + list { + type: DT_FLOAT + type: DT_DOUBLE + type: DT_INT32 + type: DT_INT64 + type: DT_STRING + } + } + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } + is_stateful: true +} +op { + name: "ExperimentalDirectedInterleaveDataset" + input_arg { + name: "selector_input_dataset" + type: DT_VARIANT + } + input_arg { + name: "data_input_datasets" + type: DT_VARIANT + number_attr: "N" + } + output_arg { + name: "handle" + type: DT_VARIANT + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } + attr { + name: "N" + type: "int" + has_minimum: true + minimum: 1 + } +} +op { + name: "ExperimentalFunctionBufferingResource" + input_arg { + name: "string_arg" + type: DT_STRING + } + input_arg { + name: "target_device" + type: DT_STRING + } + output_arg { + name: "resource" + type: DT_RESOURCE + } + attr { + name: "shared_name" + type: "string" + } + attr { + name: "container" + type: "string" + } + attr { + name: "f" + type: "func" + } + attr { + name: "buffer_size" + type: "int" + } + attr { + name: "output_types" + type: "list(type)" + } + is_stateful: true +} +op { + name: "ExperimentalFunctionBufferingResourceGetNext" + input_arg { + name: "function_buffer_resource" + type: DT_RESOURCE + } + output_arg { + name: "output" + type_list_attr: "output_types" + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + is_stateful: true +} +op { + name: "ExperimentalFunctionBufferingResourceReset" + input_arg { + name: "function_buffer_resource" + type: DT_RESOURCE + } + is_stateful: true +} +op { + name: "ExperimentalIdentityIndexedDataset" + input_arg { + name: "size" + type: DT_UINT64 + } + output_arg { + name: "handle" + type: DT_VARIANT + } + is_stateful: true +} +op { + name: "ExperimentalIgnoreErrorsDataset" + input_arg { + name: "input_dataset" + type: DT_VARIANT + } + output_arg { + name: "handle" + type: DT_VARIANT + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } +} +op { + name: "ExperimentalIndexedDatasetGet" + input_arg { + name: "materialized" + type: DT_RESOURCE + } + input_arg { + name: "index" + type: DT_UINT64 + } + output_arg { + name: "components" + type_list_attr: "output_types" + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } + is_stateful: true +} +op { + name: "ExperimentalIndexedDatasetMaterialize" + input_arg { + name: "dataset" + type: DT_VARIANT + } + input_arg { + name: "materialized" + type: DT_RESOURCE + } + is_stateful: true +} +op { + name: "ExperimentalIteratorGetDevice" + input_arg { + name: "resource" + type: DT_RESOURCE + } + output_arg { + name: "device" + type: DT_STRING + } + is_stateful: true +} +op { + name: "ExperimentalLMDBDataset" + input_arg { + name: "filenames" + type: DT_STRING + } + output_arg { + name: "handle" + type: DT_VARIANT + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } + is_stateful: true +} +op { + name: "ExperimentalMaterializedIndexDatasetHandle" + output_arg { + name: "handle" + type: DT_RESOURCE + } + attr { + name: "container" + type: "string" + } + attr { + name: "shared_name" + type: "string" + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } + is_stateful: true +} +op { + name: "ExperimentalThreadPoolDataset" + input_arg { + name: "input_dataset" + type: DT_VARIANT + } + input_arg { + name: "thread_pool" + type: DT_RESOURCE + } + output_arg { + name: "handle" + type: DT_VARIANT + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } + is_stateful: true +} +op { + name: "ExperimentalThreadPoolHandle" + output_arg { + name: "handle" + type: DT_RESOURCE + } + attr { + name: "num_threads" + type: "int" + } + attr { + name: "max_intra_op_parallelism" + type: "int" + default_value { + i: 1 + } + } + attr { + name: "display_name" + type: "string" + } + attr { + name: "container" + type: "string" + default_value { + s: "" + } + } + attr { + name: "shared_name" + type: "string" + default_value { + s: "" + } + } + is_stateful: true +} +op { + name: "ExperimentalUniqueDataset" + input_arg { + name: "input_dataset" + type: DT_VARIANT + } + output_arg { + name: "handle" + type: DT_VARIANT + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } +} +op { name: "Expm1" input_arg { name: "x" @@ -9981,6 +10602,59 @@ op { } } op { + name: "ExtractVolumePatches" + input_arg { + name: "input" + type_attr: "T" + } + output_arg { + name: "patches" + type_attr: "T" + } + attr { + name: "ksizes" + type: "list(int)" + has_minimum: true + minimum: 5 + } + attr { + name: "strides" + type: "list(int)" + has_minimum: true + minimum: 5 + } + attr { + name: "T" + type: "type" + allowed_values { + list { + type: DT_FLOAT + type: DT_DOUBLE + type: DT_INT32 + type: DT_UINT8 + type: DT_INT16 + type: DT_INT8 + type: DT_INT64 + type: DT_BFLOAT16 + type: DT_UINT16 + type: DT_HALF + type: DT_UINT32 + type: DT_UINT64 + } + } + } + attr { + name: "padding" + type: "string" + allowed_values { + list { + s: "SAME" + s: "VALID" + } + } + } +} +op { name: "FFT" input_arg { name: "input" @@ -10415,33 +11089,6 @@ op { is_stateful: true } op { - name: "FeatureStatsDataset" - input_arg { - name: "input_dataset" - type: DT_VARIANT - } - input_arg { - name: "tag" - type: DT_STRING - } - output_arg { - name: "handle" - type: DT_VARIANT - } - attr { - name: "output_types" - type: "list(type)" - has_minimum: true - minimum: 1 - } - attr { - name: "output_shapes" - type: "list(shape)" - has_minimum: true - minimum: 1 - } -} -op { name: "Fill" input_arg { name: "dims" @@ -11227,6 +11874,12 @@ op { default_value { s: "NHWC" } + allowed_values { + list { + s: "NHWC" + s: "NCHW" + } + } } attr { name: "is_training" @@ -11300,6 +11953,12 @@ op { default_value { s: "NHWC" } + allowed_values { + list { + s: "NHWC" + s: "NCHW" + } + } } attr { name: "is_training" @@ -11384,6 +12043,12 @@ op { default_value { s: "NHWC" } + allowed_values { + list { + s: "NHWC" + s: "NCHW" + } + } } attr { name: "is_training" @@ -11468,6 +12133,12 @@ op { default_value { s: "NHWC" } + allowed_values { + list { + s: "NHWC" + s: "NCHW" + } + } } attr { name: "is_training" @@ -12257,6 +12928,21 @@ op { } } op { + name: "HostConst" + output_arg { + name: "output" + type_attr: "dtype" + } + attr { + name: "value" + type: "tensor" + } + attr { + name: "dtype" + type: "type" + } +} +op { name: "IFFT" input_arg { name: "input" @@ -12490,6 +13176,14 @@ op { name: "else_branch" type: "func" } + attr { + name: "output_shapes" + type: "list(shape)" + default_value { + list { + } + } + } is_stateful: true } op { @@ -13117,6 +13811,18 @@ op { is_stateful: true } op { + name: "IsBoostedTreesQuantileStreamResourceInitialized" + input_arg { + name: "quantile_stream_resource_handle" + type: DT_RESOURCE + } + output_arg { + name: "is_initialized" + type: DT_BOOL + } + is_stateful: true +} +op { name: "IsFinite" input_arg { name: "x" @@ -14330,6 +15036,38 @@ op { } } op { + name: "LowerBound" + input_arg { + name: "sorted_inputs" + type_attr: "T" + } + input_arg { + name: "values" + type_attr: "T" + } + output_arg { + name: "output" + type_attr: "out_type" + } + attr { + name: "T" + type: "type" + } + attr { + name: "out_type" + type: "type" + default_value { + type: DT_INT32 + } + allowed_values { + list { + type: DT_INT32 + type: DT_INT64 + } + } + } +} +op { name: "MakeIterator" input_arg { name: "dataset" @@ -14510,6 +15248,13 @@ op { has_minimum: true minimum: 1 } + attr { + name: "use_inter_op_parallelism" + type: "bool" + default_value { + b: true + } + } } op { name: "MapDefun" @@ -14517,6 +15262,10 @@ op { name: "arguments" type_list_attr: "Targuments" } + input_arg { + name: "captured_inputs" + type_list_attr: "Tcaptured" + } output_arg { name: "output" type_list_attr: "output_types" @@ -14528,6 +15277,15 @@ op { minimum: 1 } attr { + name: "Tcaptured" + type: "list(type)" + default_value { + list { + } + } + has_minimum: true + } + attr { name: "output_types" type: "list(type)" has_minimum: true @@ -15006,6 +15764,10 @@ op { } } } + deprecation { + version: 27 + explanation: "Use Python implementation tf.linalg.matrix_exponential instead." + } } op { name: "MatrixInverse" @@ -16504,6 +17266,29 @@ op { } } op { + name: "ModelDataset" + input_arg { + name: "input_dataset" + type: DT_VARIANT + } + output_arg { + name: "handle" + type: DT_VARIANT + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } +} +op { name: "Mul" input_arg { name: "x" @@ -16540,6 +17325,134 @@ op { is_commutative: true } op { + name: "MultiDeviceIterator" + output_arg { + name: "handle" + type: DT_RESOURCE + } + attr { + name: "devices" + type: "list(string)" + has_minimum: true + minimum: 1 + } + attr { + name: "shared_name" + type: "string" + } + attr { + name: "container" + type: "string" + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } + is_stateful: true +} +op { + name: "MultiDeviceIteratorFromStringHandle" + input_arg { + name: "string_handle" + type: DT_STRING + } + output_arg { + name: "multi_device_iterator" + type: DT_RESOURCE + } + attr { + name: "output_types" + type: "list(type)" + default_value { + list { + } + } + has_minimum: true + } + attr { + name: "output_shapes" + type: "list(shape)" + default_value { + list { + } + } + has_minimum: true + } + is_stateful: true +} +op { + name: "MultiDeviceIteratorGetNextFromShard" + input_arg { + name: "multi_device_iterator" + type: DT_RESOURCE + } + input_arg { + name: "shard_num" + type: DT_INT32 + } + input_arg { + name: "incarnation_id" + type: DT_INT64 + } + output_arg { + name: "components" + type_list_attr: "output_types" + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } + is_stateful: true +} +op { + name: "MultiDeviceIteratorInit" + input_arg { + name: "dataset" + type: DT_VARIANT + } + input_arg { + name: "multi_device_iterator" + type: DT_RESOURCE + } + input_arg { + name: "max_buffer_size" + type: DT_INT64 + } + output_arg { + name: "incarnation_id" + type: DT_INT64 + } + is_stateful: true +} +op { + name: "MultiDeviceIteratorToStringHandle" + input_arg { + name: "multi_device_iterator" + type: DT_RESOURCE + } + output_arg { + name: "string_handle" + type: DT_STRING + } + is_stateful: true +} +op { name: "Multinomial" input_arg { name: "logits" @@ -17042,11 +17955,11 @@ op { name: "NonMaxSuppressionV2" input_arg { name: "boxes" - type: DT_FLOAT + type_attr: "T" } input_arg { name: "scores" - type: DT_FLOAT + type_attr: "T" } input_arg { name: "max_output_size" @@ -17060,16 +17973,29 @@ op { name: "selected_indices" type: DT_INT32 } + attr { + name: "T" + type: "type" + default_value { + type: DT_FLOAT + } + allowed_values { + list { + type: DT_HALF + type: DT_FLOAT + } + } + } } op { name: "NonMaxSuppressionV3" input_arg { name: "boxes" - type: DT_FLOAT + type_attr: "T" } input_arg { name: "scores" - type: DT_FLOAT + type_attr: "T" } input_arg { name: "max_output_size" @@ -17087,16 +18013,29 @@ op { name: "selected_indices" type: DT_INT32 } + attr { + name: "T" + type: "type" + default_value { + type: DT_FLOAT + } + allowed_values { + list { + type: DT_HALF + type: DT_FLOAT + } + } + } } op { name: "NonMaxSuppressionV4" input_arg { name: "boxes" - type: DT_FLOAT + type_attr: "T" } input_arg { name: "scores" - type: DT_FLOAT + type_attr: "T" } input_arg { name: "max_output_size" @@ -17119,6 +18058,19 @@ op { type: DT_INT32 } attr { + name: "T" + type: "type" + default_value { + type: DT_FLOAT + } + allowed_values { + list { + type: DT_HALF + type: DT_FLOAT + } + } + } + attr { name: "pad_to_max_output_size" type: "bool" default_value { @@ -18156,6 +19108,54 @@ op { } } op { + name: "ParallelInterleaveDatasetV2" + input_arg { + name: "input_dataset" + type: DT_VARIANT + } + input_arg { + name: "other_arguments" + type_list_attr: "Targuments" + } + input_arg { + name: "cycle_length" + type: DT_INT64 + } + input_arg { + name: "block_length" + type: DT_INT64 + } + input_arg { + name: "num_parallel_calls" + type: DT_INT64 + } + output_arg { + name: "handle" + type: DT_VARIANT + } + attr { + name: "f" + type: "func" + } + attr { + name: "Targuments" + type: "list(type)" + has_minimum: true + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } +} +op { name: "ParallelMapDataset" input_arg { name: "input_dataset" @@ -18194,6 +19194,13 @@ op { has_minimum: true minimum: 1 } + attr { + name: "use_inter_op_parallelism" + type: "bool" + default_value { + b: true + } + } } op { name: "ParameterizedTruncatedNormal" @@ -18342,6 +19349,271 @@ op { } } op { + name: "ParseExampleDataset" + input_arg { + name: "input_dataset" + type: DT_VARIANT + } + input_arg { + name: "num_parallel_calls" + type: DT_INT64 + } + input_arg { + name: "dense_defaults" + type_list_attr: "Tdense" + } + output_arg { + name: "handle" + type: DT_VARIANT + } + attr { + name: "sparse_keys" + type: "list(string)" + has_minimum: true + } + attr { + name: "dense_keys" + type: "list(string)" + has_minimum: true + } + attr { + name: "sparse_types" + type: "list(type)" + has_minimum: true + allowed_values { + list { + type: DT_FLOAT + type: DT_INT64 + type: DT_STRING + } + } + } + attr { + name: "Tdense" + type: "list(type)" + has_minimum: true + allowed_values { + list { + type: DT_FLOAT + type: DT_INT64 + type: DT_STRING + } + } + } + attr { + name: "dense_shapes" + type: "list(shape)" + has_minimum: true + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } +} +op { + name: "ParseSequenceExample" + input_arg { + name: "serialized" + type: DT_STRING + } + input_arg { + name: "debug_name" + type: DT_STRING + } + input_arg { + name: "context_dense_defaults" + type_list_attr: "Tcontext_dense" + } + output_arg { + name: "context_sparse_indices" + type: DT_INT64 + number_attr: "Ncontext_sparse" + } + output_arg { + name: "context_sparse_values" + type_list_attr: "context_sparse_types" + } + output_arg { + name: "context_sparse_shapes" + type: DT_INT64 + number_attr: "Ncontext_sparse" + } + output_arg { + name: "context_dense_values" + type_list_attr: "Tcontext_dense" + } + output_arg { + name: "feature_list_sparse_indices" + type: DT_INT64 + number_attr: "Nfeature_list_sparse" + } + output_arg { + name: "feature_list_sparse_values" + type_list_attr: "feature_list_sparse_types" + } + output_arg { + name: "feature_list_sparse_shapes" + type: DT_INT64 + number_attr: "Nfeature_list_sparse" + } + output_arg { + name: "feature_list_dense_values" + type_list_attr: "feature_list_dense_types" + } + output_arg { + name: "feature_list_dense_lengths" + type: DT_INT64 + number_attr: "Nfeature_list_dense" + } + attr { + name: "feature_list_dense_missing_assumed_empty" + type: "list(string)" + has_minimum: true + } + attr { + name: "context_sparse_keys" + type: "list(string)" + has_minimum: true + } + attr { + name: "context_dense_keys" + type: "list(string)" + has_minimum: true + } + attr { + name: "feature_list_sparse_keys" + type: "list(string)" + has_minimum: true + } + attr { + name: "feature_list_dense_keys" + type: "list(string)" + has_minimum: true + } + attr { + name: "Ncontext_sparse" + type: "int" + default_value { + i: 0 + } + has_minimum: true + } + attr { + name: "Ncontext_dense" + type: "int" + default_value { + i: 0 + } + has_minimum: true + } + attr { + name: "Nfeature_list_sparse" + type: "int" + default_value { + i: 0 + } + has_minimum: true + } + attr { + name: "Nfeature_list_dense" + type: "int" + default_value { + i: 0 + } + has_minimum: true + } + attr { + name: "context_sparse_types" + type: "list(type)" + default_value { + list { + } + } + has_minimum: true + allowed_values { + list { + type: DT_FLOAT + type: DT_INT64 + type: DT_STRING + } + } + } + attr { + name: "Tcontext_dense" + type: "list(type)" + default_value { + list { + } + } + has_minimum: true + allowed_values { + list { + type: DT_FLOAT + type: DT_INT64 + type: DT_STRING + } + } + } + attr { + name: "feature_list_dense_types" + type: "list(type)" + default_value { + list { + } + } + has_minimum: true + allowed_values { + list { + type: DT_FLOAT + type: DT_INT64 + type: DT_STRING + } + } + } + attr { + name: "context_dense_shapes" + type: "list(shape)" + default_value { + list { + } + } + has_minimum: true + } + attr { + name: "feature_list_sparse_types" + type: "list(type)" + default_value { + list { + } + } + has_minimum: true + allowed_values { + list { + type: DT_FLOAT + type: DT_INT64 + type: DT_STRING + } + } + } + attr { + name: "feature_list_dense_shapes" + type: "list(shape)" + default_value { + list { + } + } + has_minimum: true + } +} +op { name: "ParseSingleExample" input_arg { name: "serialized" @@ -18922,6 +20194,30 @@ op { is_stateful: true } op { + name: "PrintV2" + input_arg { + name: "input" + type: DT_STRING + } + attr { + name: "output_stream" + type: "string" + default_value { + s: "stderr" + } + allowed_values { + list { + s: "stdout" + s: "stderr" + s: "log(info)" + s: "log(warning)" + s: "log(error)" + } + } + } + is_stateful: true +} +op { name: "PriorityQueue" output_arg { name: "handle" @@ -22009,6 +23305,59 @@ op { is_stateful: true } op { + name: "ReduceDataset" + input_arg { + name: "input_dataset" + type: DT_VARIANT + } + input_arg { + name: "initial_state" + type_list_attr: "Tstate" + } + input_arg { + name: "other_arguments" + type_list_attr: "Targuments" + } + output_arg { + name: "components" + type_list_attr: "output_types" + } + attr { + name: "f" + type: "func" + } + attr { + name: "Tstate" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "Targuments" + type: "list(type)" + has_minimum: true + } + attr { + name: "output_types" + type: "list(type)" + has_minimum: true + minimum: 1 + } + attr { + name: "output_shapes" + type: "list(shape)" + has_minimum: true + minimum: 1 + } + attr { + name: "use_inter_op_parallelism" + type: "bool" + default_value { + b: true + } + } +} +op { name: "ReduceJoin" input_arg { name: "inputs" @@ -22275,6 +23624,7 @@ op { type: DT_HALF type: DT_UINT32 type: DT_UINT64 + type: DT_QINT8 } } } @@ -26675,6 +28025,7 @@ op { s: "squared_loss" s: "hinge_loss" s: "smooth_hinge_loss" + s: "poisson_loss" } } } @@ -27265,6 +28616,14 @@ op { name: "stats_aggregator" type: DT_RESOURCE } + input_arg { + name: "tag" + type: DT_STRING + } + input_arg { + name: "counter_prefix" + type: DT_STRING + } output_arg { name: "handle" type: DT_VARIANT @@ -27876,18 +29235,10 @@ op { type: "type" allowed_values { list { + type: DT_HALF + type: DT_BFLOAT16 type: DT_FLOAT type: DT_DOUBLE - type: DT_INT32 - type: DT_UINT8 - type: DT_INT16 - type: DT_INT8 - type: DT_INT64 - type: DT_BFLOAT16 - type: DT_UINT16 - type: DT_HALF - type: DT_UINT32 - type: DT_UINT64 } } } @@ -27911,18 +29262,10 @@ op { type: "type" allowed_values { list { + type: DT_HALF + type: DT_BFLOAT16 type: DT_FLOAT type: DT_DOUBLE - type: DT_INT32 - type: DT_UINT8 - type: DT_INT16 - type: DT_INT8 - type: DT_INT64 - type: DT_BFLOAT16 - type: DT_UINT16 - type: DT_HALF - type: DT_UINT32 - type: DT_UINT64 } } } @@ -27942,18 +29285,10 @@ op { type: "type" allowed_values { list { + type: DT_HALF + type: DT_BFLOAT16 type: DT_FLOAT type: DT_DOUBLE - type: DT_INT32 - type: DT_UINT8 - type: DT_INT16 - type: DT_INT8 - type: DT_INT64 - type: DT_BFLOAT16 - type: DT_UINT16 - type: DT_HALF - type: DT_UINT32 - type: DT_UINT64 } } } @@ -27977,18 +29312,10 @@ op { type: "type" allowed_values { list { + type: DT_HALF + type: DT_BFLOAT16 type: DT_FLOAT type: DT_DOUBLE - type: DT_INT32 - type: DT_UINT8 - type: DT_INT16 - type: DT_INT8 - type: DT_INT64 - type: DT_BFLOAT16 - type: DT_UINT16 - type: DT_HALF - type: DT_UINT32 - type: DT_UINT64 } } } @@ -29307,6 +30634,19 @@ op { s: "" } } + attr { + name: "reduction_type" + type: "string" + default_value { + s: "MEAN" + } + allowed_values { + list { + s: "MEAN" + s: "SUM" + } + } + } is_stateful: true } op { @@ -31805,6 +33145,47 @@ op { } } op { + name: "StaticRegexFullMatch" + input_arg { + name: "input" + type: DT_STRING + } + output_arg { + name: "output" + type: DT_BOOL + } + attr { + name: "pattern" + type: "string" + } +} +op { + name: "StaticRegexReplace" + input_arg { + name: "input" + type: DT_STRING + } + output_arg { + name: "output" + type: DT_STRING + } + attr { + name: "pattern" + type: "string" + } + attr { + name: "rewrite" + type: "string" + } + attr { + name: "replace_global" + type: "bool" + default_value { + b: true + } + } +} +op { name: "StatsAggregatorHandle" output_arg { name: "handle" @@ -32080,6 +33461,43 @@ op { } } op { + name: "StringFormat" + input_arg { + name: "inputs" + type_list_attr: "T" + } + output_arg { + name: "output" + type: DT_STRING + } + attr { + name: "T" + type: "list(type)" + has_minimum: true + } + attr { + name: "template" + type: "string" + default_value { + s: "%s" + } + } + attr { + name: "placeholder" + type: "string" + default_value { + s: "%s" + } + } + attr { + name: "summarize" + type: "int" + default_value { + i: 3 + } + } +} +op { name: "StringJoin" input_arg { name: "inputs" @@ -32105,6 +33523,30 @@ op { } } op { + name: "StringLength" + input_arg { + name: "input" + type: DT_STRING + } + output_arg { + name: "output" + type: DT_INT32 + } + attr { + name: "unit" + type: "string" + default_value { + s: "BYTE" + } + allowed_values { + list { + s: "BYTE" + s: "UTF8_CHAR" + } + } + } +} +op { name: "StringSplit" input_arg { name: "input" @@ -32319,6 +33761,19 @@ op { } } } + attr { + name: "unit" + type: "string" + default_value { + s: "BYTE" + } + allowed_values { + list { + s: "BYTE" + s: "UTF8_CHAR" + } + } + } } op { name: "Sum" @@ -33810,6 +35265,25 @@ op { } } op { + name: "TensorListGather" + input_arg { + name: "input_handle" + type: DT_VARIANT + } + input_arg { + name: "indices" + type: DT_INT32 + } + output_arg { + name: "values" + type_attr: "element_dtype" + } + attr { + name: "element_dtype" + type: "type" + } +} +op { name: "TensorListGetItem" input_arg { name: "input_handle" @@ -33926,6 +35400,39 @@ op { } } op { + name: "TensorListScatter" + input_arg { + name: "tensor" + type_attr: "element_dtype" + } + input_arg { + name: "indices" + type: DT_INT32 + } + input_arg { + name: "element_shape" + type_attr: "shape_type" + } + output_arg { + name: "output_handle" + type: DT_VARIANT + } + attr { + name: "element_dtype" + type: "type" + } + attr { + name: "shape_type" + type: "type" + allowed_values { + list { + type: DT_INT32 + type: DT_INT64 + } + } + } +} +op { name: "TensorListSetItem" input_arg { name: "input_handle" @@ -34652,6 +36159,17 @@ op { } } op { + name: "UnicodeScript" + input_arg { + name: "input" + type: DT_INT32 + } + output_arg { + name: "output" + type: DT_INT32 + } +} +op { name: "UniformCandidateSampler" input_arg { name: "true_classes" @@ -35236,6 +36754,38 @@ op { is_stateful: true } op { + name: "UpperBound" + input_arg { + name: "sorted_inputs" + type_attr: "T" + } + input_arg { + name: "values" + type_attr: "T" + } + output_arg { + name: "output" + type_attr: "out_type" + } + attr { + name: "T" + type: "type" + } + attr { + name: "out_type" + type: "type" + default_value { + type: DT_INT32 + } + allowed_values { + list { + type: DT_INT32 + type: DT_INT64 + } + } + } +} +op { name: "VarHandleOp" output_arg { name: "resource" @@ -35427,6 +36977,14 @@ op { name: "body" type: "func" } + attr { + name: "output_shapes" + type: "list(shape)" + default_value { + list { + } + } + } is_stateful: true } op { @@ -35481,9 +37039,21 @@ op { type: DT_VARIANT } input_arg { - name: "window_size" + name: "size" type: DT_INT64 } + input_arg { + name: "shift" + type: DT_INT64 + } + input_arg { + name: "stride" + type: DT_INT64 + } + input_arg { + name: "drop_remainder" + type: DT_BOOL + } output_arg { name: "handle" type: DT_VARIANT @@ -35720,6 +37290,62 @@ op { is_stateful: true } op { + name: "Xdivy" + input_arg { + name: "x" + type_attr: "T" + } + input_arg { + name: "y" + type_attr: "T" + } + output_arg { + name: "z" + type_attr: "T" + } + attr { + name: "T" + type: "type" + allowed_values { + list { + type: DT_HALF + type: DT_FLOAT + type: DT_DOUBLE + type: DT_COMPLEX64 + type: DT_COMPLEX128 + } + } + } +} +op { + name: "Xlogy" + input_arg { + name: "x" + type_attr: "T" + } + input_arg { + name: "y" + type_attr: "T" + } + output_arg { + name: "z" + type_attr: "T" + } + attr { + name: "T" + type: "type" + allowed_values { + list { + type: DT_HALF + type: DT_FLOAT + type: DT_DOUBLE + type: DT_COMPLEX64 + type: DT_COMPLEX128 + } + } + } +} +op { name: "ZerosLike" input_arg { name: "x" |