Migrate the SDCA optimizer to tensorflow_estimator.
PiperOrigin-RevId: 218718971
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@ -1801,7 +1801,10 @@ tf_gen_op_wrapper_private_py(
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tf_gen_op_wrapper_private_py(
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name = "sdca_ops_gen",
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visibility = ["//tensorflow/contrib/linear_optimizer:__pkg__"],
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visibility = [
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"//tensorflow/contrib/linear_optimizer:__pkg__",
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"//tensorflow_estimator/python/estimator/canned/linear_optimizer:__pkg__",
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],
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)
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tf_gen_op_wrapper_private_py(
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@ -0,0 +1,13 @@
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path: "tensorflow.estimator.experimental.LinearSDCA"
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tf_class {
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is_instance: "<class \'tensorflow_estimator.python.estimator.canned.linear.LinearSDCA\'>"
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is_instance: "<type \'object\'>"
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member_method {
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name: "__init__"
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argspec: "args=[\'self\', \'example_id_column\', \'num_loss_partitions\', \'num_table_shards\', \'symmetric_l1_regularization\', \'symmetric_l2_regularization\', \'adaptive\'], varargs=None, keywords=None, defaults=[\'1\', \'None\', \'0.0\', \'1.0\', \'False\'], "
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}
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member_method {
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name: "get_train_step"
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argspec: "args=[\'self\', \'state_manager\', \'weight_column_name\', \'loss_type\', \'feature_columns\', \'features\', \'targets\', \'bias_var\', \'global_step\'], varargs=None, keywords=None, defaults=None"
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}
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}
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@ -1,5 +1,9 @@
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path: "tensorflow.estimator.experimental"
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tf_module {
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member {
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name: "LinearSDCA"
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mtype: "<type \'type\'>"
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}
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member_method {
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name: "call_logit_fn"
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argspec: "args=[\'logit_fn\', \'features\', \'mode\', \'params\', \'config\'], varargs=None, keywords=None, defaults=None"
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@ -0,0 +1,13 @@
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path: "tensorflow.estimator.experimental.LinearSDCA"
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tf_class {
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is_instance: "<class \'tensorflow_estimator.python.estimator.canned.linear.LinearSDCA\'>"
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is_instance: "<type \'object\'>"
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member_method {
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name: "__init__"
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argspec: "args=[\'self\', \'example_id_column\', \'num_loss_partitions\', \'num_table_shards\', \'symmetric_l1_regularization\', \'symmetric_l2_regularization\', \'adaptive\'], varargs=None, keywords=None, defaults=[\'1\', \'None\', \'0.0\', \'1.0\', \'False\'], "
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}
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member_method {
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name: "get_train_step"
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argspec: "args=[\'self\', \'state_manager\', \'weight_column_name\', \'loss_type\', \'feature_columns\', \'features\', \'targets\', \'bias_var\', \'global_step\'], varargs=None, keywords=None, defaults=None"
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}
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}
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@ -1,5 +1,9 @@
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path: "tensorflow.estimator.experimental"
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tf_module {
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member {
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name: "LinearSDCA"
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mtype: "<type \'type\'>"
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}
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member_method {
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name: "call_logit_fn"
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argspec: "args=[\'logit_fn\', \'features\', \'mode\', \'params\', \'config\'], varargs=None, keywords=None, defaults=None"
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