diff options
Diffstat (limited to 'model-integration/src/test/models/tensorflow/regression/test1')
-rw-r--r-- | model-integration/src/test/models/tensorflow/regression/test1/saved_model.pbtxt | 6172 | ||||
-rw-r--r-- | model-integration/src/test/models/tensorflow/regression/test1/variables/variables.data-00000-of-00001 | bin | 86072 -> 0 bytes | |||
-rw-r--r-- | model-integration/src/test/models/tensorflow/regression/test1/variables/variables.index | bin | 159 -> 0 bytes |
3 files changed, 0 insertions, 6172 deletions
diff --git a/model-integration/src/test/models/tensorflow/regression/test1/saved_model.pbtxt b/model-integration/src/test/models/tensorflow/regression/test1/saved_model.pbtxt deleted file mode 100644 index 678fced00d2..00000000000 --- a/model-integration/src/test/models/tensorflow/regression/test1/saved_model.pbtxt +++ /dev/null @@ -1,6172 +0,0 @@ -saved_model_schema_version: 1 -meta_graphs { - meta_info_def { - stripped_op_list { - op { - name: "Add" - 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_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_UINT8 - type: DT_INT8 - type: DT_INT16 - type: DT_INT32 - type: DT_INT64 - type: DT_COMPLEX64 - type: DT_COMPLEX128 - type: DT_STRING - } - } - } - } - op { - name: "AddN" - input_arg { - name: "inputs" - type_attr: "T" - number_attr: "N" - } - output_arg { - name: "sum" - type_attr: "T" - } - attr { - name: "N" - type: "int" - has_minimum: true - minimum: 1 - } - 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_COMPLEX64 - type: DT_INT64 - type: DT_QINT8 - type: DT_QUINT8 - type: DT_QINT32 - type: DT_BFLOAT16 - type: DT_UINT16 - type: DT_COMPLEX128 - type: DT_HALF - type: DT_UINT32 - type: DT_UINT64 - type: DT_VARIANT - } - } - } - is_aggregate: true - is_commutative: true - } - op { - name: "ApplyGradientDescent" - input_arg { - name: "var" - type_attr: "T" - is_ref: true - } - input_arg { - name: "alpha" - type_attr: "T" - } - input_arg { - name: "delta" - type_attr: "T" - } - output_arg { - name: "out" - type_attr: "T" - is_ref: true - } - 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_COMPLEX64 - type: DT_INT64 - type: DT_QINT8 - type: DT_QUINT8 - type: DT_QINT32 - type: DT_BFLOAT16 - type: DT_UINT16 - type: DT_COMPLEX128 - type: DT_HALF - type: DT_UINT32 - type: DT_UINT64 - } - } - } - attr { - name: "use_locking" - type: "bool" - default_value { - b: false - } - } - } - op { - name: "Assign" - input_arg { - name: "ref" - type_attr: "T" - is_ref: true - } - input_arg { - name: "value" - type_attr: "T" - } - output_arg { - name: "output_ref" - type_attr: "T" - is_ref: true - } - attr { - name: "T" - type: "type" - } - attr { - name: "validate_shape" - type: "bool" - default_value { - b: true - } - } - attr { - name: "use_locking" - type: "bool" - default_value { - b: true - } - } - allows_uninitialized_input: true - } - op { - name: "BroadcastGradientArgs" - input_arg { - name: "s0" - type_attr: "T" - } - input_arg { - name: "s1" - type_attr: "T" - } - output_arg { - name: "r0" - type_attr: "T" - } - output_arg { - name: "r1" - type_attr: "T" - } - attr { - name: "T" - type: "type" - default_value { - type: DT_INT32 - } - allowed_values { - list { - type: DT_INT32 - type: DT_INT64 - } - } - } - } - op { - name: "Cast" - input_arg { - name: "x" - type_attr: "SrcT" - } - output_arg { - name: "y" - type_attr: "DstT" - } - attr { - name: "SrcT" - type: "type" - } - attr { - name: "DstT" - type: "type" - } - attr { - name: "Truncate" - type: "bool" - default_value { - b: false - } - } - } - op { - name: "Const" - output_arg { - name: "output" - type_attr: "dtype" - } - attr { - name: "value" - type: "tensor" - } - attr { - name: "dtype" - type: "type" - } - } - op { - name: "Exp" - input_arg { - name: "x" - type_attr: "T" - } - output_arg { - name: "y" - type_attr: "T" - } - attr { - name: "T" - type: "type" - allowed_values { - list { - type: DT_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_COMPLEX64 - type: DT_COMPLEX128 - } - } - } - } - op { - name: "Fill" - input_arg { - name: "dims" - type_attr: "index_type" - } - input_arg { - name: "value" - type_attr: "T" - } - output_arg { - name: "output" - type_attr: "T" - } - attr { - name: "T" - type: "type" - } - attr { - name: "index_type" - type: "type" - default_value { - type: DT_INT32 - } - allowed_values { - list { - type: DT_INT32 - type: DT_INT64 - } - } - } - } - op { - name: "FloorDiv" - 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_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_UINT8 - type: DT_INT8 - type: DT_UINT16 - type: DT_INT16 - type: DT_INT32 - type: DT_INT64 - type: DT_COMPLEX64 - type: DT_COMPLEX128 - } - } - } - } - op { - name: "GreaterEqual" - input_arg { - name: "x" - type_attr: "T" - } - input_arg { - name: "y" - type_attr: "T" - } - output_arg { - name: "z" - type: DT_BOOL - } - 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 - } - } - } - } - op { - name: "Identity" - input_arg { - name: "input" - type_attr: "T" - } - output_arg { - name: "output" - type_attr: "T" - } - attr { - name: "T" - type: "type" - } - } - op { - name: "L2Loss" - input_arg { - name: "t" - type_attr: "T" - } - output_arg { - name: "output" - type_attr: "T" - } - attr { - name: "T" - type: "type" - allowed_values { - list { - type: DT_HALF - type: DT_BFLOAT16 - type: DT_FLOAT - type: DT_DOUBLE - } - } - } - } - op { - name: "Log1p" - input_arg { - name: "x" - type_attr: "T" - } - output_arg { - name: "y" - type_attr: "T" - } - attr { - name: "T" - type: "type" - allowed_values { - list { - type: DT_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_COMPLEX64 - type: DT_COMPLEX128 - } - } - } - } - op { - name: "MatMul" - input_arg { - name: "a" - type_attr: "T" - } - input_arg { - name: "b" - type_attr: "T" - } - output_arg { - name: "product" - type_attr: "T" - } - attr { - name: "transpose_a" - type: "bool" - default_value { - b: false - } - } - attr { - name: "transpose_b" - type: "bool" - default_value { - b: false - } - } - attr { - name: "T" - type: "type" - allowed_values { - list { - type: DT_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_INT32 - type: DT_INT64 - type: DT_COMPLEX64 - type: DT_COMPLEX128 - } - } - } - } - op { - name: "Maximum" - 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_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_INT32 - type: DT_INT64 - } - } - } - is_commutative: true - } - op { - name: "Mean" - input_arg { - name: "input" - type_attr: "T" - } - input_arg { - name: "reduction_indices" - type_attr: "Tidx" - } - output_arg { - name: "output" - type_attr: "T" - } - attr { - name: "keep_dims" - type: "bool" - default_value { - b: false - } - } - 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_COMPLEX64 - type: DT_INT64 - type: DT_QINT8 - type: DT_QUINT8 - type: DT_QINT32 - type: DT_BFLOAT16 - type: DT_UINT16 - type: DT_COMPLEX128 - type: DT_HALF - type: DT_UINT32 - type: DT_UINT64 - } - } - } - attr { - name: "Tidx" - type: "type" - default_value { - type: DT_INT32 - } - allowed_values { - list { - type: DT_INT32 - type: DT_INT64 - } - } - } - } - op { - name: "MergeV2Checkpoints" - input_arg { - name: "checkpoint_prefixes" - type: DT_STRING - } - input_arg { - name: "destination_prefix" - type: DT_STRING - } - attr { - name: "delete_old_dirs" - type: "bool" - default_value { - b: true - } - } - is_stateful: true - } - op { - name: "Mul" - 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_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_UINT8 - type: DT_INT8 - type: DT_UINT16 - type: DT_INT16 - type: DT_INT32 - type: DT_INT64 - type: DT_COMPLEX64 - type: DT_COMPLEX128 - } - } - } - is_commutative: true - } - op { - name: "Neg" - input_arg { - name: "x" - type_attr: "T" - } - output_arg { - name: "y" - type_attr: "T" - } - attr { - name: "T" - type: "type" - allowed_values { - list { - type: DT_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_INT32 - type: DT_INT64 - type: DT_COMPLEX64 - type: DT_COMPLEX128 - } - } - } - } - op { - name: "NoOp" - } - op { - name: "Pack" - input_arg { - name: "values" - type_attr: "T" - number_attr: "N" - } - output_arg { - name: "output" - type_attr: "T" - } - attr { - name: "N" - type: "int" - has_minimum: true - minimum: 1 - } - attr { - name: "T" - type: "type" - } - attr { - name: "axis" - type: "int" - default_value { - i: 0 - } - } - } - op { - name: "Placeholder" - output_arg { - name: "output" - type_attr: "dtype" - } - attr { - name: "dtype" - type: "type" - } - attr { - name: "shape" - type: "shape" - default_value { - shape { - unknown_rank: true - } - } - } - } - op { - name: "PlaceholderWithDefault" - input_arg { - name: "input" - type_attr: "dtype" - } - output_arg { - name: "output" - type_attr: "dtype" - } - attr { - name: "dtype" - type: "type" - } - attr { - name: "shape" - type: "shape" - } - } - op { - name: "Prod" - input_arg { - name: "input" - type_attr: "T" - } - input_arg { - name: "reduction_indices" - type_attr: "Tidx" - } - output_arg { - name: "output" - type_attr: "T" - } - attr { - name: "keep_dims" - type: "bool" - default_value { - b: false - } - } - 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_COMPLEX64 - type: DT_INT64 - type: DT_QINT8 - type: DT_QUINT8 - type: DT_QINT32 - type: DT_BFLOAT16 - type: DT_UINT16 - type: DT_COMPLEX128 - type: DT_HALF - type: DT_UINT32 - type: DT_UINT64 - } - } - } - attr { - name: "Tidx" - type: "type" - default_value { - type: DT_INT32 - } - allowed_values { - list { - type: DT_INT32 - type: DT_INT64 - } - } - } - } - op { - name: "RealDiv" - 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_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_UINT8 - type: DT_INT8 - type: DT_UINT16 - type: DT_INT16 - type: DT_INT32 - type: DT_INT64 - type: DT_COMPLEX64 - type: DT_COMPLEX128 - } - } - } - } - op { - name: "Reciprocal" - input_arg { - name: "x" - type_attr: "T" - } - output_arg { - name: "y" - type_attr: "T" - } - attr { - name: "T" - type: "type" - allowed_values { - list { - type: DT_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_INT32 - type: DT_INT64 - type: DT_COMPLEX64 - type: DT_COMPLEX128 - } - } - } - } - op { - name: "Reshape" - input_arg { - name: "tensor" - type_attr: "T" - } - input_arg { - name: "shape" - type_attr: "Tshape" - } - output_arg { - name: "output" - type_attr: "T" - } - attr { - name: "T" - type: "type" - } - attr { - name: "Tshape" - type: "type" - default_value { - type: DT_INT32 - } - allowed_values { - list { - type: DT_INT32 - type: DT_INT64 - } - } - } - } - op { - name: "RestoreV2" - input_arg { - name: "prefix" - type: DT_STRING - } - input_arg { - name: "tensor_names" - type: DT_STRING - } - input_arg { - name: "shape_and_slices" - type: DT_STRING - } - output_arg { - name: "tensors" - type_list_attr: "dtypes" - } - attr { - name: "dtypes" - type: "list(type)" - has_minimum: true - minimum: 1 - } - is_stateful: true - } - op { - name: "SaveV2" - input_arg { - name: "prefix" - type: DT_STRING - } - input_arg { - name: "tensor_names" - type: DT_STRING - } - input_arg { - name: "shape_and_slices" - type: DT_STRING - } - input_arg { - name: "tensors" - type_list_attr: "dtypes" - } - attr { - name: "dtypes" - type: "list(type)" - has_minimum: true - minimum: 1 - } - is_stateful: true - } - op { - name: "Select" - input_arg { - name: "condition" - type: DT_BOOL - } - input_arg { - name: "t" - type_attr: "T" - } - input_arg { - name: "e" - type_attr: "T" - } - output_arg { - name: "output" - type_attr: "T" - } - attr { - name: "T" - type: "type" - } - } - op { - name: "Shape" - input_arg { - name: "input" - 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: "ShardedFilename" - input_arg { - name: "basename" - type: DT_STRING - } - input_arg { - name: "shard" - type: DT_INT32 - } - input_arg { - name: "num_shards" - type: DT_INT32 - } - output_arg { - name: "filename" - type: DT_STRING - } - } - op { - name: "Sigmoid" - input_arg { - name: "x" - type_attr: "T" - } - output_arg { - name: "y" - type_attr: "T" - } - attr { - name: "T" - type: "type" - allowed_values { - list { - type: DT_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_COMPLEX64 - type: DT_COMPLEX128 - } - } - } - } - op { - name: "StringJoin" - input_arg { - name: "inputs" - type: DT_STRING - number_attr: "N" - } - output_arg { - name: "output" - type: DT_STRING - } - attr { - name: "N" - type: "int" - has_minimum: true - minimum: 1 - } - attr { - name: "separator" - type: "string" - default_value { - s: "" - } - } - } - op { - name: "Sub" - 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_BFLOAT16 - type: DT_HALF - type: DT_FLOAT - type: DT_DOUBLE - type: DT_UINT8 - type: DT_INT8 - type: DT_UINT16 - type: DT_INT16 - type: DT_INT32 - type: DT_INT64 - type: DT_COMPLEX64 - type: DT_COMPLEX128 - } - } - } - } - op { - name: "Sum" - input_arg { - name: "input" - type_attr: "T" - } - input_arg { - name: "reduction_indices" - type_attr: "Tidx" - } - output_arg { - name: "output" - type_attr: "T" - } - attr { - name: "keep_dims" - type: "bool" - default_value { - b: false - } - } - 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_COMPLEX64 - type: DT_INT64 - type: DT_QINT8 - type: DT_QUINT8 - type: DT_QINT32 - type: DT_BFLOAT16 - type: DT_UINT16 - type: DT_COMPLEX128 - type: DT_HALF - type: DT_UINT32 - type: DT_UINT64 - } - } - } - attr { - name: "Tidx" - type: "type" - default_value { - type: DT_INT32 - } - allowed_values { - list { - type: DT_INT32 - type: DT_INT64 - } - } - } - } - op { - name: "Tile" - input_arg { - name: "input" - type_attr: "T" - } - input_arg { - name: "multiples" - type_attr: "Tmultiples" - } - output_arg { - name: "output" - type_attr: "T" - } - attr { - name: "T" - type: "type" - } - attr { - name: "Tmultiples" - type: "type" - default_value { - type: DT_INT32 - } - allowed_values { - list { - type: DT_INT32 - type: DT_INT64 - } - } - } - } - op { - name: "TruncatedNormal" - input_arg { - name: "shape" - type_attr: "T" - } - output_arg { - name: "output" - type_attr: "dtype" - } - attr { - name: "seed" - type: "int" - default_value { - i: 0 - } - } - attr { - name: "seed2" - type: "int" - default_value { - i: 0 - } - } - attr { - name: "dtype" - type: "type" - allowed_values { - list { - type: DT_HALF - type: DT_BFLOAT16 - type: DT_FLOAT - type: DT_DOUBLE - } - } - } - attr { - name: "T" - type: "type" - allowed_values { - list { - type: DT_INT32 - type: DT_INT64 - } - } - } - is_stateful: true - } - op { - name: "VariableV2" - output_arg { - name: "ref" - type_attr: "dtype" - is_ref: true - } - attr { - name: "shape" - type: "shape" - } - attr { - name: "dtype" - type: "type" - } - attr { - name: "container" - type: "string" - default_value { - s: "" - } - } - attr { - name: "shared_name" - type: "string" - default_value { - s: "" - } - } - is_stateful: true - } - op { - name: "ZerosLike" - input_arg { - name: "x" - type_attr: "T" - } - output_arg { - name: "y" - type_attr: "T" - } - attr { - name: "T" - type: "type" - } - } - } - tags: "serve" - tensorflow_version: "1.13.1" - tensorflow_git_version: "b\'unknown\'" - } - graph_def { - node { - name: "input" - op: "Placeholder" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 1536 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "shape" - value { - shape { - dim { - size: -1 - } - dim { - size: 1536 - } - } - } - } - } - node { - name: "Placeholder" - op: "Placeholder" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "shape" - value { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - node { - name: "truncated_normal/shape" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - dim { - size: 2 - } - } - tensor_content: "\000\006\000\000\016\000\000\000" - } - } - } - } - node { - name: "truncated_normal/mean" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_FLOAT - tensor_shape { - } - float_val: 0.0 - } - } - } - } - node { - name: "truncated_normal/stddev" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_FLOAT - tensor_shape { - } - float_val: 1.0 - } - } - } - } - node { - name: "truncated_normal/TruncatedNormal" - op: "TruncatedNormal" - input: "truncated_normal/shape" - attr { - key: "T" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "seed" - value { - i: 0 - } - } - attr { - key: "seed2" - value { - i: 0 - } - } - } - node { - name: "truncated_normal/mul" - op: "Mul" - input: "truncated_normal/TruncatedNormal" - input: "truncated_normal/stddev" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "truncated_normal" - op: "Add" - input: "truncated_normal/mul" - input: "truncated_normal/mean" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "Variable" - op: "VariableV2" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - attr { - key: "container" - value { - s: "" - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "shape" - value { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - attr { - key: "shared_name" - value { - s: "" - } - } - } - node { - name: "Variable/Assign" - op: "Assign" - input: "Variable" - input: "truncated_normal" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@Variable" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - attr { - key: "use_locking" - value { - b: true - } - } - attr { - key: "validate_shape" - value { - b: true - } - } - } - node { - name: "Variable/read" - op: "Identity" - input: "Variable" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@Variable" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "zeros" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 14 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_FLOAT - tensor_shape { - dim { - size: 14 - } - } - float_val: 0.0 - } - } - } - } - node { - name: "Variable_1" - op: "VariableV2" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 14 - } - } - } - } - } - attr { - key: "container" - value { - s: "" - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "shape" - value { - shape { - dim { - size: 14 - } - } - } - } - attr { - key: "shared_name" - value { - s: "" - } - } - } - node { - name: "Variable_1/Assign" - op: "Assign" - input: "Variable_1" - input: "zeros" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@Variable_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 14 - } - } - } - } - } - attr { - key: "use_locking" - value { - b: true - } - } - attr { - key: "validate_shape" - value { - b: true - } - } - } - node { - name: "Variable_1/read" - op: "Identity" - input: "Variable_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@Variable_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 14 - } - } - } - } - } - } - node { - name: "MatMul" - op: "MatMul" - input: "input" - input: "Variable/read" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - attr { - key: "transpose_a" - value { - b: false - } - } - attr { - key: "transpose_b" - value { - b: false - } - } - } - node { - name: "add" - op: "Add" - input: "MatMul" - input: "Variable_1/read" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "logits" - op: "Identity" - input: "add" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "logistic_loss/zeros_like" - op: "ZerosLike" - input: "logits" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "logistic_loss/GreaterEqual" - op: "GreaterEqual" - input: "logits" - input: "logistic_loss/zeros_like" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "logistic_loss/Select" - op: "Select" - input: "logistic_loss/GreaterEqual" - input: "logits" - input: "logistic_loss/zeros_like" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "logistic_loss/Neg" - op: "Neg" - input: "logits" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "logistic_loss/Select_1" - op: "Select" - input: "logistic_loss/GreaterEqual" - input: "logistic_loss/Neg" - input: "logits" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "logistic_loss/mul" - op: "Mul" - input: "logits" - input: "Placeholder" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "logistic_loss/sub" - op: "Sub" - input: "logistic_loss/Select" - input: "logistic_loss/mul" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "logistic_loss/Exp" - op: "Exp" - input: "logistic_loss/Select_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "logistic_loss/Log1p" - op: "Log1p" - input: "logistic_loss/Exp" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "logistic_loss" - op: "Add" - input: "logistic_loss/sub" - input: "logistic_loss/Log1p" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "Const" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - dim { - size: 2 - } - } - tensor_content: "\000\000\000\000\001\000\000\000" - } - } - } - } - node { - name: "Mean" - op: "Mean" - input: "logistic_loss" - input: "Const" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "L2Loss" - op: "L2Loss" - input: "Variable/read" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "mul/x" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_FLOAT - tensor_shape { - } - float_val: 9.999999747378752e-05 - } - } - } - } - node { - name: "mul" - op: "Mul" - input: "mul/x" - input: "L2Loss" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "add_1" - op: "Add" - input: "Mean" - input: "mul" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "Const_1" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - dim { - } - } - } - } - } - } - node { - name: "Mean_1" - op: "Mean" - input: "add_1" - input: "Const_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "gradients/Shape" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - dim { - } - } - } - } - } - } - node { - name: "gradients/grad_ys_0" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_FLOAT - tensor_shape { - } - float_val: 1.0 - } - } - } - } - node { - name: "gradients/Fill" - op: "Fill" - input: "gradients/Shape" - input: "gradients/grad_ys_0" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "index_type" - value { - type: DT_INT32 - } - } - } - node { - name: "gradients/Mean_1_grad/Reshape/shape" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - dim { - } - } - } - } - } - } - node { - name: "gradients/Mean_1_grad/Reshape" - op: "Reshape" - input: "gradients/Fill" - input: "gradients/Mean_1_grad/Reshape/shape" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tshape" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/Mean_1_grad/Const" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - dim { - } - } - } - } - } - } - node { - name: "gradients/Mean_1_grad/Tile" - op: "Tile" - input: "gradients/Mean_1_grad/Reshape" - input: "gradients/Mean_1_grad/Const" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tmultiples" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/Mean_1_grad/Const_1" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_FLOAT - tensor_shape { - } - float_val: 1.0 - } - } - } - } - node { - name: "gradients/Mean_1_grad/truediv" - op: "RealDiv" - input: "gradients/Mean_1_grad/Tile" - input: "gradients/Mean_1_grad/Const_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/add_1_grad/tuple/group_deps" - op: "NoOp" - input: "^gradients/Mean_1_grad/truediv" - } - node { - name: "gradients/add_1_grad/tuple/control_dependency" - op: "Identity" - input: "gradients/Mean_1_grad/truediv" - input: "^gradients/add_1_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/Mean_1_grad/truediv" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/add_1_grad/tuple/control_dependency_1" - op: "Identity" - input: "gradients/Mean_1_grad/truediv" - input: "^gradients/add_1_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/Mean_1_grad/truediv" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/Mean_grad/Reshape/shape" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - dim { - size: 2 - } - } - tensor_content: "\001\000\000\000\001\000\000\000" - } - } - } - } - node { - name: "gradients/Mean_grad/Reshape" - op: "Reshape" - input: "gradients/add_1_grad/tuple/control_dependency" - input: "gradients/Mean_grad/Reshape/shape" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tshape" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1 - } - dim { - size: 1 - } - } - } - } - } - } - node { - name: "gradients/Mean_grad/Shape" - op: "Shape" - input: "logistic_loss" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "out_type" - value { - type: DT_INT32 - } - } - } - node { - name: "gradients/Mean_grad/Tile" - op: "Tile" - input: "gradients/Mean_grad/Reshape" - input: "gradients/Mean_grad/Shape" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tmultiples" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/Mean_grad/Shape_1" - op: "Shape" - input: "logistic_loss" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "out_type" - value { - type: DT_INT32 - } - } - } - node { - name: "gradients/Mean_grad/Shape_2" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - dim { - } - } - } - } - } - } - node { - name: "gradients/Mean_grad/Const" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - dim { - size: 1 - } - } - int_val: 0 - } - } - } - } - node { - name: "gradients/Mean_grad/Prod" - op: "Prod" - input: "gradients/Mean_grad/Shape_1" - input: "gradients/Mean_grad/Const" - attr { - key: "T" - value { - type: DT_INT32 - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "gradients/Mean_grad/Const_1" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - dim { - size: 1 - } - } - int_val: 0 - } - } - } - } - node { - name: "gradients/Mean_grad/Prod_1" - op: "Prod" - input: "gradients/Mean_grad/Shape_2" - input: "gradients/Mean_grad/Const_1" - attr { - key: "T" - value { - type: DT_INT32 - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "gradients/Mean_grad/Maximum/y" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - } - int_val: 1 - } - } - } - } - node { - name: "gradients/Mean_grad/Maximum" - op: "Maximum" - input: "gradients/Mean_grad/Prod_1" - input: "gradients/Mean_grad/Maximum/y" - attr { - key: "T" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/Mean_grad/floordiv" - op: "FloorDiv" - input: "gradients/Mean_grad/Prod" - input: "gradients/Mean_grad/Maximum" - attr { - key: "T" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/Mean_grad/Cast" - op: "Cast" - input: "gradients/Mean_grad/floordiv" - attr { - key: "DstT" - value { - type: DT_FLOAT - } - } - attr { - key: "SrcT" - value { - type: DT_INT32 - } - } - attr { - key: "Truncate" - value { - b: false - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/Mean_grad/truediv" - op: "RealDiv" - input: "gradients/Mean_grad/Tile" - input: "gradients/Mean_grad/Cast" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/mul_grad/Mul" - op: "Mul" - input: "gradients/add_1_grad/tuple/control_dependency_1" - input: "L2Loss" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/mul_grad/Mul_1" - op: "Mul" - input: "gradients/add_1_grad/tuple/control_dependency_1" - input: "mul/x" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/mul_grad/tuple/group_deps" - op: "NoOp" - input: "^gradients/mul_grad/Mul" - input: "^gradients/mul_grad/Mul_1" - } - node { - name: "gradients/mul_grad/tuple/control_dependency" - op: "Identity" - input: "gradients/mul_grad/Mul" - input: "^gradients/mul_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/mul_grad/Mul" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/mul_grad/tuple/control_dependency_1" - op: "Identity" - input: "gradients/mul_grad/Mul_1" - input: "^gradients/mul_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/mul_grad/Mul_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "gradients/logistic_loss_grad/Shape" - op: "Shape" - input: "logistic_loss/sub" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "out_type" - value { - type: DT_INT32 - } - } - } - node { - name: "gradients/logistic_loss_grad/Shape_1" - op: "Shape" - input: "logistic_loss/Log1p" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "out_type" - value { - type: DT_INT32 - } - } - } - node { - name: "gradients/logistic_loss_grad/BroadcastGradientArgs" - op: "BroadcastGradientArgs" - input: "gradients/logistic_loss_grad/Shape" - input: "gradients/logistic_loss_grad/Shape_1" - attr { - key: "T" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - } - shape { - dim { - size: -1 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss_grad/Sum" - op: "Sum" - input: "gradients/Mean_grad/truediv" - input: "gradients/logistic_loss_grad/BroadcastGradientArgs" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - unknown_rank: true - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "gradients/logistic_loss_grad/Reshape" - op: "Reshape" - input: "gradients/logistic_loss_grad/Sum" - input: "gradients/logistic_loss_grad/Shape" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tshape" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss_grad/Sum_1" - op: "Sum" - input: "gradients/Mean_grad/truediv" - input: "gradients/logistic_loss_grad/BroadcastGradientArgs:1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - unknown_rank: true - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "gradients/logistic_loss_grad/Reshape_1" - op: "Reshape" - input: "gradients/logistic_loss_grad/Sum_1" - input: "gradients/logistic_loss_grad/Shape_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tshape" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss_grad/tuple/group_deps" - op: "NoOp" - input: "^gradients/logistic_loss_grad/Reshape" - input: "^gradients/logistic_loss_grad/Reshape_1" - } - node { - name: "gradients/logistic_loss_grad/tuple/control_dependency" - op: "Identity" - input: "gradients/logistic_loss_grad/Reshape" - input: "^gradients/logistic_loss_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/logistic_loss_grad/Reshape" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss_grad/tuple/control_dependency_1" - op: "Identity" - input: "gradients/logistic_loss_grad/Reshape_1" - input: "^gradients/logistic_loss_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/logistic_loss_grad/Reshape_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/L2Loss_grad/mul" - op: "Mul" - input: "Variable/read" - input: "gradients/mul_grad/tuple/control_dependency_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/sub_grad/Shape" - op: "Shape" - input: "logistic_loss/Select" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "out_type" - value { - type: DT_INT32 - } - } - } - node { - name: "gradients/logistic_loss/sub_grad/Shape_1" - op: "Shape" - input: "logistic_loss/mul" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "out_type" - value { - type: DT_INT32 - } - } - } - node { - name: "gradients/logistic_loss/sub_grad/BroadcastGradientArgs" - op: "BroadcastGradientArgs" - input: "gradients/logistic_loss/sub_grad/Shape" - input: "gradients/logistic_loss/sub_grad/Shape_1" - attr { - key: "T" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - } - shape { - dim { - size: -1 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/sub_grad/Sum" - op: "Sum" - input: "gradients/logistic_loss_grad/tuple/control_dependency" - input: "gradients/logistic_loss/sub_grad/BroadcastGradientArgs" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - unknown_rank: true - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "gradients/logistic_loss/sub_grad/Reshape" - op: "Reshape" - input: "gradients/logistic_loss/sub_grad/Sum" - input: "gradients/logistic_loss/sub_grad/Shape" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tshape" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/sub_grad/Sum_1" - op: "Sum" - input: "gradients/logistic_loss_grad/tuple/control_dependency" - input: "gradients/logistic_loss/sub_grad/BroadcastGradientArgs:1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - unknown_rank: true - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "gradients/logistic_loss/sub_grad/Neg" - op: "Neg" - input: "gradients/logistic_loss/sub_grad/Sum_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - unknown_rank: true - } - } - } - } - } - node { - name: "gradients/logistic_loss/sub_grad/Reshape_1" - op: "Reshape" - input: "gradients/logistic_loss/sub_grad/Neg" - input: "gradients/logistic_loss/sub_grad/Shape_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tshape" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/sub_grad/tuple/group_deps" - op: "NoOp" - input: "^gradients/logistic_loss/sub_grad/Reshape" - input: "^gradients/logistic_loss/sub_grad/Reshape_1" - } - node { - name: "gradients/logistic_loss/sub_grad/tuple/control_dependency" - op: "Identity" - input: "gradients/logistic_loss/sub_grad/Reshape" - input: "^gradients/logistic_loss/sub_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/logistic_loss/sub_grad/Reshape" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/sub_grad/tuple/control_dependency_1" - op: "Identity" - input: "gradients/logistic_loss/sub_grad/Reshape_1" - input: "^gradients/logistic_loss/sub_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/logistic_loss/sub_grad/Reshape_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Log1p_grad/add/x" - op: "Const" - input: "^gradients/logistic_loss_grad/tuple/control_dependency_1" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_FLOAT - tensor_shape { - } - float_val: 1.0 - } - } - } - } - node { - name: "gradients/logistic_loss/Log1p_grad/add" - op: "Add" - input: "gradients/logistic_loss/Log1p_grad/add/x" - input: "logistic_loss/Exp" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Log1p_grad/Reciprocal" - op: "Reciprocal" - input: "gradients/logistic_loss/Log1p_grad/add" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Log1p_grad/mul" - op: "Mul" - input: "gradients/logistic_loss_grad/tuple/control_dependency_1" - input: "gradients/logistic_loss/Log1p_grad/Reciprocal" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Select_grad/zeros_like" - op: "ZerosLike" - input: "logits" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Select_grad/Select" - op: "Select" - input: "logistic_loss/GreaterEqual" - input: "gradients/logistic_loss/sub_grad/tuple/control_dependency" - input: "gradients/logistic_loss/Select_grad/zeros_like" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Select_grad/Select_1" - op: "Select" - input: "logistic_loss/GreaterEqual" - input: "gradients/logistic_loss/Select_grad/zeros_like" - input: "gradients/logistic_loss/sub_grad/tuple/control_dependency" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Select_grad/tuple/group_deps" - op: "NoOp" - input: "^gradients/logistic_loss/Select_grad/Select" - input: "^gradients/logistic_loss/Select_grad/Select_1" - } - node { - name: "gradients/logistic_loss/Select_grad/tuple/control_dependency" - op: "Identity" - input: "gradients/logistic_loss/Select_grad/Select" - input: "^gradients/logistic_loss/Select_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/logistic_loss/Select_grad/Select" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Select_grad/tuple/control_dependency_1" - op: "Identity" - input: "gradients/logistic_loss/Select_grad/Select_1" - input: "^gradients/logistic_loss/Select_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/logistic_loss/Select_grad/Select_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/mul_grad/Shape" - op: "Shape" - input: "logits" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "out_type" - value { - type: DT_INT32 - } - } - } - node { - name: "gradients/logistic_loss/mul_grad/Shape_1" - op: "Shape" - input: "Placeholder" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "out_type" - value { - type: DT_INT32 - } - } - } - node { - name: "gradients/logistic_loss/mul_grad/BroadcastGradientArgs" - op: "BroadcastGradientArgs" - input: "gradients/logistic_loss/mul_grad/Shape" - input: "gradients/logistic_loss/mul_grad/Shape_1" - attr { - key: "T" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - } - shape { - dim { - size: -1 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/mul_grad/Mul" - op: "Mul" - input: "gradients/logistic_loss/sub_grad/tuple/control_dependency_1" - input: "Placeholder" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/mul_grad/Sum" - op: "Sum" - input: "gradients/logistic_loss/mul_grad/Mul" - input: "gradients/logistic_loss/mul_grad/BroadcastGradientArgs" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - unknown_rank: true - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "gradients/logistic_loss/mul_grad/Reshape" - op: "Reshape" - input: "gradients/logistic_loss/mul_grad/Sum" - input: "gradients/logistic_loss/mul_grad/Shape" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tshape" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/mul_grad/Mul_1" - op: "Mul" - input: "logits" - input: "gradients/logistic_loss/sub_grad/tuple/control_dependency_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/mul_grad/Sum_1" - op: "Sum" - input: "gradients/logistic_loss/mul_grad/Mul_1" - input: "gradients/logistic_loss/mul_grad/BroadcastGradientArgs:1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - unknown_rank: true - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "gradients/logistic_loss/mul_grad/Reshape_1" - op: "Reshape" - input: "gradients/logistic_loss/mul_grad/Sum_1" - input: "gradients/logistic_loss/mul_grad/Shape_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tshape" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/mul_grad/tuple/group_deps" - op: "NoOp" - input: "^gradients/logistic_loss/mul_grad/Reshape" - input: "^gradients/logistic_loss/mul_grad/Reshape_1" - } - node { - name: "gradients/logistic_loss/mul_grad/tuple/control_dependency" - op: "Identity" - input: "gradients/logistic_loss/mul_grad/Reshape" - input: "^gradients/logistic_loss/mul_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/logistic_loss/mul_grad/Reshape" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/mul_grad/tuple/control_dependency_1" - op: "Identity" - input: "gradients/logistic_loss/mul_grad/Reshape_1" - input: "^gradients/logistic_loss/mul_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/logistic_loss/mul_grad/Reshape_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Exp_grad/mul" - op: "Mul" - input: "gradients/logistic_loss/Log1p_grad/mul" - input: "logistic_loss/Exp" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Select_1_grad/zeros_like" - op: "ZerosLike" - input: "logistic_loss/Neg" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Select_1_grad/Select" - op: "Select" - input: "logistic_loss/GreaterEqual" - input: "gradients/logistic_loss/Exp_grad/mul" - input: "gradients/logistic_loss/Select_1_grad/zeros_like" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Select_1_grad/Select_1" - op: "Select" - input: "logistic_loss/GreaterEqual" - input: "gradients/logistic_loss/Select_1_grad/zeros_like" - input: "gradients/logistic_loss/Exp_grad/mul" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Select_1_grad/tuple/group_deps" - op: "NoOp" - input: "^gradients/logistic_loss/Select_1_grad/Select" - input: "^gradients/logistic_loss/Select_1_grad/Select_1" - } - node { - name: "gradients/logistic_loss/Select_1_grad/tuple/control_dependency" - op: "Identity" - input: "gradients/logistic_loss/Select_1_grad/Select" - input: "^gradients/logistic_loss/Select_1_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/logistic_loss/Select_1_grad/Select" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Select_1_grad/tuple/control_dependency_1" - op: "Identity" - input: "gradients/logistic_loss/Select_1_grad/Select_1" - input: "^gradients/logistic_loss/Select_1_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/logistic_loss/Select_1_grad/Select_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/logistic_loss/Neg_grad/Neg" - op: "Neg" - input: "gradients/logistic_loss/Select_1_grad/tuple/control_dependency" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/AddN" - op: "AddN" - input: "gradients/logistic_loss/Select_grad/tuple/control_dependency" - input: "gradients/logistic_loss/mul_grad/tuple/control_dependency" - input: "gradients/logistic_loss/Select_1_grad/tuple/control_dependency_1" - input: "gradients/logistic_loss/Neg_grad/Neg" - attr { - key: "N" - value { - i: 4 - } - } - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/logistic_loss/Select_grad/Select" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/add_grad/Shape" - op: "Shape" - input: "MatMul" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "out_type" - value { - type: DT_INT32 - } - } - } - node { - name: "gradients/add_grad/Shape_1" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - dim { - size: 1 - } - } - int_val: 14 - } - } - } - } - node { - name: "gradients/add_grad/BroadcastGradientArgs" - op: "BroadcastGradientArgs" - input: "gradients/add_grad/Shape" - input: "gradients/add_grad/Shape_1" - attr { - key: "T" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - } - shape { - dim { - size: -1 - } - } - } - } - } - } - node { - name: "gradients/add_grad/Sum" - op: "Sum" - input: "gradients/AddN" - input: "gradients/add_grad/BroadcastGradientArgs" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - unknown_rank: true - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "gradients/add_grad/Reshape" - op: "Reshape" - input: "gradients/add_grad/Sum" - input: "gradients/add_grad/Shape" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tshape" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/add_grad/Sum_1" - op: "Sum" - input: "gradients/AddN" - input: "gradients/add_grad/BroadcastGradientArgs:1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tidx" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - unknown_rank: true - } - } - } - } - attr { - key: "keep_dims" - value { - b: false - } - } - } - node { - name: "gradients/add_grad/Reshape_1" - op: "Reshape" - input: "gradients/add_grad/Sum_1" - input: "gradients/add_grad/Shape_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "Tshape" - value { - type: DT_INT32 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/add_grad/tuple/group_deps" - op: "NoOp" - input: "^gradients/add_grad/Reshape" - input: "^gradients/add_grad/Reshape_1" - } - node { - name: "gradients/add_grad/tuple/control_dependency" - op: "Identity" - input: "gradients/add_grad/Reshape" - input: "^gradients/add_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/add_grad/Reshape" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/add_grad/tuple/control_dependency_1" - op: "Identity" - input: "gradients/add_grad/Reshape_1" - input: "^gradients/add_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/add_grad/Reshape_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/MatMul_grad/MatMul" - op: "MatMul" - input: "gradients/add_grad/tuple/control_dependency" - input: "Variable/read" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 1536 - } - } - } - } - } - attr { - key: "transpose_a" - value { - b: false - } - } - attr { - key: "transpose_b" - value { - b: true - } - } - } - node { - name: "gradients/MatMul_grad/MatMul_1" - op: "MatMul" - input: "input" - input: "gradients/add_grad/tuple/control_dependency" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - attr { - key: "transpose_a" - value { - b: true - } - } - attr { - key: "transpose_b" - value { - b: false - } - } - } - node { - name: "gradients/MatMul_grad/tuple/group_deps" - op: "NoOp" - input: "^gradients/MatMul_grad/MatMul" - input: "^gradients/MatMul_grad/MatMul_1" - } - node { - name: "gradients/MatMul_grad/tuple/control_dependency" - op: "Identity" - input: "gradients/MatMul_grad/MatMul" - input: "^gradients/MatMul_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/MatMul_grad/MatMul" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 1536 - } - } - } - } - } - } - node { - name: "gradients/MatMul_grad/tuple/control_dependency_1" - op: "Identity" - input: "gradients/MatMul_grad/MatMul_1" - input: "^gradients/MatMul_grad/tuple/group_deps" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/MatMul_grad/MatMul_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "gradients/AddN_1" - op: "AddN" - input: "gradients/L2Loss_grad/mul" - input: "gradients/MatMul_grad/tuple/control_dependency_1" - attr { - key: "N" - value { - i: 2 - } - } - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@gradients/L2Loss_grad/mul" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "GradientDescent/learning_rate" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_FLOAT - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_FLOAT - tensor_shape { - } - float_val: 0.5 - } - } - } - } - node { - name: "GradientDescent/update_Variable/ApplyGradientDescent" - op: "ApplyGradientDescent" - input: "Variable" - input: "GradientDescent/learning_rate" - input: "gradients/AddN_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@Variable" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - attr { - key: "use_locking" - value { - b: false - } - } - } - node { - name: "GradientDescent/update_Variable_1/ApplyGradientDescent" - op: "ApplyGradientDescent" - input: "Variable_1" - input: "GradientDescent/learning_rate" - input: "gradients/add_grad/tuple/control_dependency_1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@Variable_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 14 - } - } - } - } - } - attr { - key: "use_locking" - value { - b: false - } - } - } - node { - name: "GradientDescent" - op: "NoOp" - input: "^GradientDescent/update_Variable/ApplyGradientDescent" - input: "^GradientDescent/update_Variable_1/ApplyGradientDescent" - } - node { - name: "Sigmoid" - op: "Sigmoid" - input: "logits" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - } - } - node { - name: "init" - op: "NoOp" - input: "^Variable/Assign" - input: "^Variable_1/Assign" - } - node { - name: "save/filename/input" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_STRING - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_STRING - tensor_shape { - } - string_val: "model" - } - } - } - } - node { - name: "save/filename" - op: "PlaceholderWithDefault" - input: "save/filename/input" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_STRING - } - } - attr { - key: "shape" - value { - shape { - } - } - } - } - node { - name: "save/Const" - op: "PlaceholderWithDefault" - input: "save/filename" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_STRING - } - } - attr { - key: "shape" - value { - shape { - } - } - } - } - node { - name: "save/StringJoin/inputs_1" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_STRING - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_STRING - tensor_shape { - } - string_val: "_temp_171a1c01c56c46198d395a032e5b295b/part" - } - } - } - } - node { - name: "save/StringJoin" - op: "StringJoin" - input: "save/Const" - input: "save/StringJoin/inputs_1" - attr { - key: "N" - value { - i: 2 - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "separator" - value { - s: "" - } - } - } - node { - name: "save/num_shards" - op: "Const" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - } - int_val: 1 - } - } - } - } - node { - name: "save/ShardedFilename/shard" - op: "Const" - device: "/device:CPU:0" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - attr { - key: "dtype" - value { - type: DT_INT32 - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_INT32 - tensor_shape { - } - int_val: 0 - } - } - } - } - node { - name: "save/ShardedFilename" - op: "ShardedFilename" - input: "save/StringJoin" - input: "save/ShardedFilename/shard" - input: "save/num_shards" - device: "/device:CPU:0" - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "save/SaveV2/tensor_names" - op: "Const" - device: "/device:CPU:0" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_STRING - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_STRING - tensor_shape { - dim { - size: 2 - } - } - string_val: "Variable" - string_val: "Variable_1" - } - } - } - } - node { - name: "save/SaveV2/shape_and_slices" - op: "Const" - device: "/device:CPU:0" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_STRING - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_STRING - tensor_shape { - dim { - size: 2 - } - } - string_val: "" - string_val: "" - } - } - } - } - node { - name: "save/SaveV2" - op: "SaveV2" - input: "save/ShardedFilename" - input: "save/SaveV2/tensor_names" - input: "save/SaveV2/shape_and_slices" - input: "Variable" - input: "Variable_1" - device: "/device:CPU:0" - attr { - key: "dtypes" - value { - list { - type: DT_FLOAT - type: DT_FLOAT - } - } - } - } - node { - name: "save/control_dependency" - op: "Identity" - input: "save/ShardedFilename" - input: "^save/SaveV2" - device: "/device:CPU:0" - attr { - key: "T" - value { - type: DT_STRING - } - } - attr { - key: "_class" - value { - list { - s: "loc:@save/ShardedFilename" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "save/MergeV2Checkpoints/checkpoint_prefixes" - op: "Pack" - input: "save/ShardedFilename" - input: "^save/control_dependency" - device: "/device:CPU:0" - attr { - key: "N" - value { - i: 1 - } - } - attr { - key: "T" - value { - type: DT_STRING - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1 - } - } - } - } - } - attr { - key: "axis" - value { - i: 0 - } - } - } - node { - name: "save/MergeV2Checkpoints" - op: "MergeV2Checkpoints" - input: "save/MergeV2Checkpoints/checkpoint_prefixes" - input: "save/Const" - device: "/device:CPU:0" - attr { - key: "delete_old_dirs" - value { - b: true - } - } - } - node { - name: "save/Identity" - op: "Identity" - input: "save/Const" - input: "^save/MergeV2Checkpoints" - input: "^save/control_dependency" - device: "/device:CPU:0" - attr { - key: "T" - value { - type: DT_STRING - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - } - } - } - } - } - node { - name: "save/RestoreV2/tensor_names" - op: "Const" - device: "/device:CPU:0" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_STRING - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_STRING - tensor_shape { - dim { - size: 2 - } - } - string_val: "Variable" - string_val: "Variable_1" - } - } - } - } - node { - name: "save/RestoreV2/shape_and_slices" - op: "Const" - device: "/device:CPU:0" - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 2 - } - } - } - } - } - attr { - key: "dtype" - value { - type: DT_STRING - } - } - attr { - key: "value" - value { - tensor { - dtype: DT_STRING - tensor_shape { - dim { - size: 2 - } - } - string_val: "" - string_val: "" - } - } - } - } - node { - name: "save/RestoreV2" - op: "RestoreV2" - input: "save/Const" - input: "save/RestoreV2/tensor_names" - input: "save/RestoreV2/shape_and_slices" - device: "/device:CPU:0" - attr { - key: "_output_shapes" - value { - list { - shape { - unknown_rank: true - } - shape { - unknown_rank: true - } - } - } - } - attr { - key: "dtypes" - value { - list { - type: DT_FLOAT - type: DT_FLOAT - } - } - } - } - node { - name: "save/Assign" - op: "Assign" - input: "Variable" - input: "save/RestoreV2" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@Variable" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 1536 - } - dim { - size: 14 - } - } - } - } - } - attr { - key: "use_locking" - value { - b: true - } - } - attr { - key: "validate_shape" - value { - b: true - } - } - } - node { - name: "save/Assign_1" - op: "Assign" - input: "Variable_1" - input: "save/RestoreV2:1" - attr { - key: "T" - value { - type: DT_FLOAT - } - } - attr { - key: "_class" - value { - list { - s: "loc:@Variable_1" - } - } - } - attr { - key: "_output_shapes" - value { - list { - shape { - dim { - size: 14 - } - } - } - } - } - attr { - key: "use_locking" - value { - b: true - } - } - attr { - key: "validate_shape" - value { - b: true - } - } - } - node { - name: "save/restore_shard" - op: "NoOp" - input: "^save/Assign" - input: "^save/Assign_1" - } - node { - name: "save/restore_all" - op: "NoOp" - input: "^save/restore_shard" - } - versions { - producer: 27 - } - } - saver_def { - filename_tensor_name: "save/Const:0" - save_tensor_name: "save/Identity:0" - restore_op_name: "save/restore_all" - max_to_keep: 5 - sharded: true - keep_checkpoint_every_n_hours: 10000.0 - version: V2 - } - collection_def { - key: "train_op" - value { - node_list { - value: "GradientDescent" - } - } - } - collection_def { - key: "trainable_variables" - value { - bytes_list { - value: "\n\nVariable:0\022\017Variable/Assign\032\017Variable/read:02\022truncated_normal:08\001" - value: "\n\014Variable_1:0\022\021Variable_1/Assign\032\021Variable_1/read:02\007zeros:08\001" - } - } - } - collection_def { - key: "variables" - value { - bytes_list { - value: "\n\nVariable:0\022\017Variable/Assign\032\017Variable/read:02\022truncated_normal:08\001" - value: "\n\014Variable_1:0\022\021Variable_1/Assign\032\021Variable_1/read:02\007zeros:08\001" - } - } - } - signature_def { - key: "serving_default" - value { - inputs { - key: "input" - value { - name: "input:0" - dtype: DT_FLOAT - tensor_shape { - dim { - size: -1 - } - dim { - size: 1536 - } - } - } - } - outputs { - key: "output" - value { - name: "Sigmoid:0" - dtype: DT_FLOAT - tensor_shape { - dim { - size: -1 - } - dim { - size: 14 - } - } - } - } - method_name: "tensorflow/serving/predict" - } - } -} diff --git a/model-integration/src/test/models/tensorflow/regression/test1/variables/variables.data-00000-of-00001 b/model-integration/src/test/models/tensorflow/regression/test1/variables/variables.data-00000-of-00001 Binary files differdeleted file mode 100644 index 083abe4a917..00000000000 --- a/model-integration/src/test/models/tensorflow/regression/test1/variables/variables.data-00000-of-00001 +++ /dev/null diff --git a/model-integration/src/test/models/tensorflow/regression/test1/variables/variables.index b/model-integration/src/test/models/tensorflow/regression/test1/variables/variables.index Binary files differdeleted file mode 100644 index 43ceede272c..00000000000 --- a/model-integration/src/test/models/tensorflow/regression/test1/variables/variables.index +++ /dev/null |