tobegit3hub/deep_image

Project: deep_image_model (GitHub Link)

deep_image_model-master
- java_predict_client
  - src
    - main
      - proto
        model.proto
        predict.proto
        prediction_service.proto
        tensorflow
        BUILD
        go
        status.go
        BUILD
        example_inception_inference_test.go
        graph_test.go
        doc.go
        genop
        internal
        genop.go
        lib.go
        genop_test.go
        main.go
        .gitignore
        generate.sh
        tensor.go
        operation_test.go
        op
        scope.go
        generate.go
        .gitignore
        op.go
        scope_test.go
        session.go
        util_test.go
        graph.go
        README.md
        operation.go
        session_test.go
        lib.go
        tensor_test.go
        tensorflow.bzl
        g3doc
        resources
        faq.md
        data_versions.md
        index.md
        bib.md
        versions.md
        leftnav_files
        glossary.md
        dims_types.md
        xla_prerelease.md
        roadmap.md
        uses.md
        images
        getting_started.dot
        extras
        README.txt
        index.md
        tutorials
        BUILD
        seq2seq
        index.md
        syntaxnet
        index.md
        recurrent
        index.md
        wide_and_deep
        index.md
        tflearn
        index.md
        tfserve
        index.md
        monitors
        index.md
        deep_cnn
        cifar_tensorboard.html
        index.md
        estimators
        index.md
        index.md
        leftnav_files
        linear
        overview.md
        pdes
        index.md
        image_recognition
        index.md
        input_fn
        index.md
        word2vec
        index.md
        __init__.py
        mnist
        pros
        index.md
        tf
        index.md
        beginners
        index.md
        mandelbrot
        index.md
        wide
        index.md
        api_docs
        index.md
        leftnav_files
        python
        io_ops.md
        session_ops.md
        contrib.bayesflow.variational_inference.md
        contrib.bayesflow.stochastic_graph.md
        contrib.layers.md
        client.md
        contrib.bayesflow.stochastic_tensor.md
        test.md
        sparse_ops.md
        tensor_array_ops.md
        contrib.rnn.md
        index.md
        functional_ops.md
        contrib.util.md
        contrib.graph_editor.md
        control_flow_ops.md
        contrib.framework.md
        contrib.bayesflow.entropy.md
        contrib.training.md
        nn.md
        math_ops.md
        constant_op.md
        functions_and_classes
        shard9
        tf.train.SessionRunValues.__new__.md
        tf.contrib.graph_editor.get_walks_union_ops.md
        tf.image.encode_png.md
        tf.train.StepCounterHook.md
        tf.nn.rnn_cell.RNNCell.md
        tf.nn.uniform_candidate_sampler.md
        tf.eye.md
        tf.test.is_gpu_available.md
        tf.errors.InvalidArgumentError.md
        tf.contrib.metrics.aggregate_metric_map.md
        tf.train.input_producer.md
        tf.FixedLenFeature.__new__.md
        tf.train.NanLossDuringTrainingError.md
        tf.audio_summary.md
        tf.contrib.graph_editor.connect.md
        tf.space_to_batch.md
        tf.matrix_triangular_solve.md
        tf.contrib.bayesflow.entropy.entropy_shannon.md
        tf.contrib.losses.mean_pairwise_squared_error.md
        tf.train.ProximalAdagradOptimizer.md
        tf.contrib.ffmpeg.decode_audio.md
        tf.scalar_mul.md
        tf.meshgrid.md
        tf.nn.zero_fraction.md
        tf.contrib.distributions.MultivariateNormalDiagWithSoftplusStDev.md
        tf.ones.md
        tf.contrib.learn.LogisticRegressor.md
        tf.realdiv.md
        tf.NotDifferentiable.md
        tf.matrix_determinant.md
        tf.sparse_reshape.md
        tf.train.SyncReplicasOptimizerV2.md
        tf.saturate_cast.md
        tf.contrib.learn.monitors.LoggingTrainable.md
        tf.contrib.layers.l1_regularizer.md
        tf.image.random_flip_up_down.md
        tf.get_default_graph.md
        tf.train.string_input_producer.md
        tf.string_to_number.md
        tf.get_variable.md
        tf.tanh.md
        tf.contrib.layers.create_feature_spec_for_parsing.md
        tf.nn.bias_add.md
        tf.train.summary_iterator.md
        tf.nn.raw_rnn.md
        tf.contrib.graph_editor.make_view_from_scope.md
        tf.gather.md
        tf.to_bfloat16.md
        tf.clip_by_average_norm.md
        tf.Session.reset.md
        tf.foldr.md
        tf.contrib.metrics.aggregate_metrics.md
        tf.contrib.graph_editor.get_within_boundary_ops.md
        tf.contrib.bayesflow.monte_carlo.expectation_importance_sampler_logspace.md
        tf.contrib.framework.get_or_create_global_step.md
        tf.contrib.learn.DNNRegressor.md
        tf.pad.md
        tf.contrib.framework.is_tensor.md
        tf.sparse_mask.md
        tf.DeviceSpec.md
        tf.nn.max_pool_with_argmax.md
        tf.size.md
        tf.assign_add.md
        tf.contrib.bayesflow.variational_inference.register_prior.md
        tf.contrib.framework.convert_to_tensor_or_sparse_tensor.md
        tf.contrib.graph_editor.get_generating_ops.md
        tf.contrib.distributions.Poisson.md
        tf.contrib.learn.infer.md
        tf.sparse_merge.md
        tf.scan.md
        tf.contrib.layers.joint_weighted_sum_from_feature_columns.md
        tf.contrib.losses.get_total_loss.md
        tf.errors.UnknownError.md
        tf.nn.crelu.md
        tf.fill.md
        tf.squared_difference.md
        tf.contrib.layers.xavier_initializer.md
        tf.contrib.distributions.WishartFull.md
        tf.contrib.bayesflow.stochastic_tensor.get_current_value_type.md
        tf.contrib.framework.assign_from_checkpoint_fn.md
        tf.contrib.distributions.normal_conjugates_known_sigma_predictive.md
        tf.contrib.training.SequenceQueueingStateSaver.md
        tf.contrib.framework.model_variable.md
        shard5
        tf.contrib.bayesflow.stochastic_graph.surrogate_loss.md
        tf.image.resize_nearest_neighbor.md
        tf.transpose.md
        tf.no_op.md
        tf.contrib.layers.sum_regularizer.md
        tf.OpError.md
        tf.train.polynomial_decay.md
        tf.train.piecewise_constant.md
        tf.inv.md
        tf.variable_op_scope.md
        tf.errors.raise_exception_on_not_ok_status.md
        tf.contrib.layers.fully_connected.md
        tf.contrib.layers.summarize_collection.md
        tf.contrib.graph_editor.get_walks_intersection_ops.md
        tf.train.ChiefSessionCreator.md
        tf.image.flip_up_down.md
        tf.nn.rnn_cell.LSTMCell.md
        tf.contrib.metrics.streaming_percentage_less.md
        tf.nn.rnn_cell.InputProjectionWrapper.md
        tf.clip_by_norm.md
        tf.truncated_normal_initializer.md
        tf.RandomShuffleQueue.md
        tf.contrib.framework.variable.md
        tf.train.SessionManager.md
        tf.train.Saver.md
        tf.nn.rnn_cell.DropoutWrapper.md
        tf.nn.conv3d.md
        tf.contrib.learn.monitors.RunHookAdapterForMonitors.md
        tf.make_template.md
        tf.nn.state_saving_rnn.md
        tf.logical_and.md
        tf.histogram_summary.md
        tf.contrib.learn.run_n.md
        tf.div.md
        tf.image.pad_to_bounding_box.md
        tf.to_int64.md
        tf.contrib.distributions.bijector.Exp.md
        tf.floordiv.md
        tf.logical_not.md
        tf.train.NewCheckpointReader.md
        tf.contrib.layers.one_hot_encoding.md
        tf.add.md
        tf.contrib.metrics.accuracy.md
        tf.nn.rnn_cell.GRUCell.md
        tf.assert_greater.md
        tf.errors.PermissionDeniedError.md
        tf.sign.md
        tf.contrib.framework.get_variables.md
        tf.contrib.layers.convolution2d.md
        tf.contrib.graph_editor.detach_control_outputs.md
        tf.cos.md
        tf.boolean_mask.md
        tf.sparse_maximum.md
        tf.train.checkpoint_exists.md
        tf.errors.UnavailableError.md
        tf.cast.md
        tf.container.md
        tf.train.FtrlOptimizer.md
        tf.train.LooperThread.loop.md
        tf.tan.md
        tf.contrib.crf.crf_log_norm.md
        tf.test.main.md
        tf.contrib.graph_editor.remove_control_inputs.md
        tf.contrib.learn.monitors.BaseMonitor.md
        tf.clip_by_global_norm.md
        tf.range.md
        tf.contrib.framework.arg_scoped_arguments.md
        tf.image.resize_image_with_crop_or_pad.md
        tf.contrib.learn.monitors.CheckpointSaver.md
        tf.verify_tensor_all_finite.md
        tf.count_nonzero.md
        tf.summary.image.md
        tf.assert_integer.md
        tf.contrib.losses.sigmoid_cross_entropy.md
        tf.contrib.graph_editor.reroute_a2b.md
        tf.train.Optimizer.md
        tf.merge_summary.md
        tf.contrib.graph_editor.bypass.md
        tf.image.rot90.md
        tf.nn.sigmoid_cross_entropy_with_logits.md
        tf.nn.rnn_cell.BasicRNNCell.md
        tf.batch_matmul.md
        tf.image.flip_left_right.md
        tf.model_variables.md
        tf.asin.md
        tf.load_file_system_library.md
        tf.train.SummaryWriterCache.get.md
        tf.contrib.graph_editor.reroute_b2a_inputs.md
        tf.listdiff.md
        tf.diag_part.md
        tf.nn.top_k.md
        tf.image.sample_distorted_bounding_box.md
        tf.train.replica_device_setter.md
        tf.contrib.distributions.bijector.Chain.md
        tf.scatter_nd.md
        shard7
        tf.matrix_solve_ls.md
        tf.scatter_sub.md
        tf.Output.md
        tf.contrib.learn.monitors.EveryN.md
        tf.contrib.rnn.LSTMBlockFusedCell.md
        tf.contrib.metrics.streaming_specificity_at_sensitivity.md
        tf.image.non_max_suppression.md
        tf.train.MomentumOptimizer.md
        tf.summary.FileWriter.md
        tf.truediv.md
        tf.image.random_flip_left_right.md
        tf.contrib.distributions.MultivariateNormalFull.md
        tf.contrib.distributions.bijector.Inline.md
        tf.contrib.distributions.Normal.md
        tf.matrix_diag_part.md
        tf.contrib.framework.assert_or_get_global_step.md
        tf.contrib.layers.layer_norm.md
        tf.contrib.framework.assign_from_values_fn.md
        tf.get_collection.md
        tf.scatter_nd_update.md
        tf.nn.rnn_cell.BasicLSTMCell.md
        tf.ifft.md
        tf.nn.conv3d_transpose.md
        tf.lgamma.md
        tf.contrib.framework.get_variables_by_suffix.md
        tf.contrib.graph_editor.sgv.md
        tf.contrib.losses.softmax_cross_entropy.md
        tf.sparse_tensor_dense_matmul.md
        tf.nn.softmax_cross_entropy_with_logits.md
        tf.train.get_checkpoint_state.md
        tf.contrib.distributions.kl.md
        tf.string_to_hash_bucket.md
        tf.train.export_meta_graph.md
        tf.contrib.graph_editor.make_placeholder_from_dtype_and_shape.md
        tf.unique.md
        tf.contrib.graph_editor.make_view.md
        tf.get_collection_ref.md
        tf.python_io.TFRecordWriter.md
        tf.get_session_tensor.md
        tf.contrib.graph_editor.ph.md
        tf.train.SummaryWriterCache.md
        tf.sparse_reduce_sum.md
        tf.polygamma.md
        tf.contrib.layers.convolution2d_transpose.md
        tf.nn.avg_pool.md
        tf.DeviceSpec.from_string.md
        tf.nn.fractional_avg_pool.md
        tf.segment_prod.md
        tf.QueueBase.from_list.md
        tf.segment_sum.md
        tf.ones_like.md
        tf.image.resize_area.md
        tf.matrix_solve.md
        tf.contrib.distributions.ExponentialWithSoftplusLam.md
        tf.variable_scope.md
        tf.where.md
        tf.contrib.layers.sparse_column_with_hash_bucket.md
        tf.dynamic_stitch.md
        tf.count_up_to.md
        tf.contrib.metrics.streaming_sensitivity_at_specificity.md
        tf.reduce_max.md
        tf.square.md
        tf.fft3d.md
        tf.logical_or.md
        tf.contrib.rnn.FusedRNNCellAdaptor.md
        tf.matrix_diag.md
        tf.train.SummaryWriter.md
        tf.contrib.metrics.streaming_mean_absolute_error.md
        tf.errors.error_code_from_exception_type.md
        tf.train.ProximalGradientDescentOptimizer.md
        tf.random_normal.md
        tf.train.inverse_time_decay.md
        tf.train.SessionRunValues.md
        tf.contrib.metrics.streaming_precision.md
        tf.contrib.framework.with_shape.md
        tf.nn.atrous_conv2d.md
        tf.matrix_band_part.md
        tf.assert_variables_initialized.md
        tf.nn.local_response_normalization.md
        tf.contrib.graph_editor.reroute_a2b_ts.md
        tf.FixedLenFeature.md
        tf.assert_equal.md
        tf.train.get_global_step.md
        tf.contrib.framework.has_arg_scope.md
        tf.as_dtype.md
        tf.nn.fixed_unigram_candidate_sampler.md
        tf.contrib.util.make_ndarray.md
        tf.Operation.md
        tf.nn.in_top_k.md
        tf.matrix_transpose.md
        tf.errors.exception_type_from_error_code.md
        tf.contrib.layers.input_from_feature_columns.md
        tf.nn.quantized_avg_pool.md
        tf.less.md
        tf.nn.weighted_moments.md
        tf.contrib.bayesflow.entropy.renyi_ratio.md
        shard1
        tf.contrib.crf.crf_log_likelihood.md
        tf.train.MonitoredTrainingSession.md
        tf.assign.md
        tf.contrib.learn.LinearClassifier.md
        tf.Variable.from_proto.md
        tf.zeros_like.md
        tf.train.shuffle_batch_join.md
        tf.reduce_join.md
        tf.contrib.training.resample_at_rate.md
        tf.contrib.losses.absolute_difference.md
        tf.accumulate_n.md
        tf.divide.md
        tf.contrib.graph_editor.reroute_b2a_ts.md
        tf.contrib.graph_editor.compute_boundary_ts.md
        tf.train.NanTensorHook.md
        tf.merge_all_summaries.md
        tf.IdentityReader.md
        tf.nn.normalize_moments.md
        tf.diag.md
        tf.convert_to_tensor.md
        tf.nn.erosion2d.md
        tf.contrib.rnn.GridLSTMCell.md
        tf.Tensor.md
        tf.contrib.framework.get_local_variables.md
        tf.contrib.framework.get_graph_from_inputs.md
        tf.random_uniform_initializer.md
        tf.contrib.layers.hashed_embedding_column.md
        tf.contrib.losses.hinge_loss.md
        tf.contrib.metrics.streaming_mean_squared_error.md
        tf.contrib.integrate.odeint.md
        tf.contrib.graph_editor.transform_op_in_place.md
        tf.nn.embedding_lookup_sparse.md
        tf.contrib.bayesflow.stochastic_tensor.BaseStochasticTensor.md
        tf.zeros.md
        tf.test.Benchmark.md
        tf.image.adjust_hue.md
        tf.train.MonitoredSession.md
        tf.erf.md
        tf.invert_permutation.md
        tf.train.AdadeltaOptimizer.md
        tf.contrib.distributions.TransformedDistribution.md
        tf.AggregationMethod.md
        tf.negative.md
        tf.contrib.graph_editor.get_name_scope_ops.md
        tf.NoGradient.md
        tf.contrib.graph_editor.reroute_a2b_inputs.md
        tf.ConditionalAccumulatorBase.md
        tf.contrib.learn.train.md
        tf.read_file.md
        tf.train.ClusterSpec.md
        tf.constant_initializer.md
        tf.matching_files.md
        tf.contrib.layers.make_place_holder_tensors_for_base_features.md
        tf.nn.conv1d.md
        tf.contrib.layers.flatten.md
        tf.linspace.md
        tf.contrib.graph_editor.make_list_of_t.md
        tf.contrib.layers.embedding_column.md
        tf.sparse_minimum.md
        tf.contrib.util.constant_value.md
        tf.gradients.md
        tf.log1p.md
        tf.batch_to_space.md
        tf.parse_single_example.md
        tf.reduce_any.md
        tf.contrib.distributions.QuantizedDistribution.md
        tf.reduce_logsumexp.md
        tf.contrib.bayesflow.variational_inference.elbo.md
        tf.contrib.rnn.TimeReversedFusedRNN.md
        tf.nn.compute_accidental_hits.md
        tf.contrib.framework.get_variables_by_name.md
        tf.assert_rank_at_least.md
        tf.contrib.graph_editor.ops.md
        tf.errors.AlreadyExistsError.md
        tf.contrib.losses.compute_weighted_loss.md
        tf.image.random_hue.md
        tf.contrib.learn.extract_pandas_data.md
        tf.map_fn.md
        tf.get_default_session.md
        tf.all_variables.md
        tf.image.central_crop.md
        tf.train.LooperThread.md
        tf.is_strictly_increasing.md
        tf.nn.sampled_softmax_loss.md
        tf.contrib.graph_editor.transform_op_if_inside_handler.md
        tf.greater_equal.md
        tf.contrib.metrics.streaming_sparse_recall_at_k.md
        tf.contrib.layers.summarize_tensors.md
        tf.assert_less_equal.md
        tf.test.get_temp_dir.md
        tf.contrib.distributions.StudentT.md
        tf.igammac.md
        tf.image.resize_bicubic.md
        tf.train.Server.create_local_server.md
        tf.contrib.learn.monitors.ValidationMonitor.md
        tf.train.GradientDescentOptimizer.md
        tf.einsum.md
        tf.fake_quant_with_min_max_args_gradient.md
        tf.string_to_hash_bucket_strong.md
        tf.train.LoggingTensorHook.md
        tf.train.generate_checkpoint_state_proto.md
        tf.FIFOQueue.md
        tf.nn.moments.md
        tf.unstack.md
        tf.Print.md
        tf.contrib.distributions.MultivariateNormalDiag.md
        shard8
        tf.contrib.distributions.NormalWithSoftplusSigma.md
        tf.contrib.graph_editor.ControlOutputs.md
        tf.image.draw_bounding_boxes.md
        tf.contrib.metrics.streaming_sparse_average_precision_at_k.md
        tf.scatter_add.md
        tf.image.resize_images.md
        tf.contrib.framework.assert_same_float_dtype.md
        tf.contrib.layers.summarize_tensor.md
        tf.hessians.md
        tf.less_equal.md
        tf.truncatemod.md
        tf.RegisterShape.md
        tf.contrib.distributions.Mixture.md
        tf.contrib.layers.xavier_initializer_conv2d.md
        tf.contrib.bayesflow.stochastic_tensor.MeanValue.md
        tf.python_io.TFRecordOptions.md
        tf.acos.md
        tf.nn.batch_normalization.md
        tf.nn.pool.md
        tf.sparse_fill_empty_rows.md
        tf.contrib.layers.max_pool2d.md
        tf.nn.rnn_cell.MultiRNNCell.md
        tf.summary.merge.md
        tf.is_inf.md
        tf.contrib.graph_editor.get_ops_ios.md
        tf.assert_negative.md
        tf.contrib.framework.zero_initializer.md
        tf.contrib.metrics.streaming_accuracy.md
        tf.equal.md
        tf.image.crop_to_bounding_box.md
        tf.ones_initializer.md
        tf.contrib.graph_editor.get_backward_walk_ops.md
        tf.reduce_prod.md
        tf.assert_proper_iterable.md
        tf.contrib.layers.apply_regularization.md
        tf.nn.sufficient_statistics.md
        tf.train.SessionRunArgs.md
        tf.contrib.losses.sparse_softmax_cross_entropy.md
        tf.set_random_seed.md
        tf.nn.bidirectional_dynamic_rnn.md
        tf.contrib.layers.parse_feature_columns_from_examples.md
        tf.cross.md
        tf.summary.histogram.md
        tf.nn.dynamic_rnn.md
        tf.contrib.graph_editor.reroute_b2a_outputs.md
        tf.train.import_meta_graph.md
        tf.IndexedSlices.md
        tf.lbeta.md
        tf.Variable.md
        tf.round.md
        tf.variable_axis_size_partitioner.md
        tf.matrix_inverse.md
        tf.zeta.md
        tf.VarLenFeature.md
        tf.contrib.graph_editor.copy_with_input_replacements.md
        tf.sparse_to_dense.md
        tf.quantized_concat.md
        tf.image.transpose_image.md
        tf.nn.conv2d.md
        tf.train.Scaffold.get_or_default.md
        tf.atan.md
        tf.nn.weighted_cross_entropy_with_logits.md
        tf.image.per_image_standardization.md
        tf.image.resize_bilinear.md
        tf.contrib.rnn.FusedRNNCell.md
        tf.no_regularizer.md
        tf.nn.relu6.md
        tf.argmax.md
        tf.contrib.graph_editor.swap.md
        tf.contrib.distributions.bijector.SoftmaxCentered.md
        tf.sequence_mask.md
        tf.contrib.graph_editor.detach.md
        tf.nn.convolution.md
        tf.batch_to_space_nd.md
        tf.contrib.distributions.matrix_diag_transform.md
        tf.contrib.bayesflow.variational_inference.elbo_with_log_joint.md
        tf.reverse.md
        tf.nn.learned_unigram_candidate_sampler.md
        tf.train.AdagradDAOptimizer.md
        tf.sparse_reorder.md
        tf.contrib.metrics.confusion_matrix.md
        tf.train.do_quantize_training_on_graphdef.md
        tf.strided_slice.md
        tf.nn.rnn_cell.LSTMStateTuple.md
        tf.scatter_div.md
        tf.rsqrt.md
        tf.train.SummarySaverHook.md
        tf.contrib.metrics.streaming_pearson_correlation.md
        tf.matrix_set_diag.md
        tf.contrib.graph_editor.check_cios.md
        tf.contrib.layers.parse_feature_columns_from_sequence_examples.md
        tf.Session.md
        tf.sparse_retain.md
        tf.contrib.learn.extract_pandas_labels.md
        tf.sparse_segment_sqrt_n.md
        tf.train.batch.md
        tf.contrib.metrics.streaming_mean_cosine_distance.md
        tf.reset_default_graph.md
        tf.contrib.training.bucket_by_sequence_length.md
        tf.assign_sub.md
        tf.contrib.graph_editor.Transformer.md
        tf.GraphKeys.md
        tf.FixedLenSequenceFeature.__new__.md
        shard6
        tf.import_graph_def.md
        tf.concat.md
        tf.load_op_library.md
        tf.nn.softmax.md
        tf.errors.InternalError.md
        tf.contrib.bayesflow.entropy.elbo_ratio.md
        tf.sparse_reduce_sum_sparse.md
        tf.SparseConditionalAccumulator.md
        tf.dequantize.md
        tf.contrib.graph_editor.detach_control_inputs.md
        tf.multiply.md
        tf.contrib.distributions.Laplace.md
        tf.contrib.distributions.bijector.Identity.md
        tf.QueueBase.md
        tf.sigmoid.md
        tf.contrib.graph_editor.swap_ts.md
        tf.cumsum.md
        tf.contrib.metrics.streaming_root_mean_squared_error.md
        tf.contrib.graph_editor.get_forward_walk_ops.md
        tf.contrib.layers.bucketized_column.md
        tf.contrib.graph_editor.get_tensors.md
        tf.train.slice_input_producer.md
        tf.contrib.rnn.LayerNormBasicLSTMCell.md
        tf.train.Coordinator.md
        tf.self_adjoint_eig.md
        tf.contrib.graph_editor.replace_t_with_placeholder_handler.md
        tf.Dimension.md
        tf.to_float.md
        tf.sparse_segment_mean.md
        tf.train.RMSPropOptimizer.md
        tf.contrib.layers.summarize_activations.md
        tf.train.AdamOptimizer.md
        tf.contrib.framework.reduce_sum_n.md
        tf.errors.NotFoundError.md
        tf.random_crop.md
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        BUILD
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        BUILD
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        protobuf
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        BUILD
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        BUILD
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        util.cc
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        events_writer_test.cc
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        gpu
        BUILD
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        hadoop
        BUILD
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        dynamic_annotations.h
        fingerprint_test.cc
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        protobuf_util.cc
        denormal.h
        demangle.h
        integral_types_test.cc
        denormal.cc
        file_system_test.cc
        cloud
        BUILD
        oauth_client.h
        time_util.h
        http_request.cc
        gcs_file_system.h
        auth_provider.h
        gcs_file_system_test.cc
        google_auth_provider.h
        google_auth_provider_test.cc
        retrying_file_system_test.cc
        oauth_client.cc
        testdata
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        service_account_public_key.txt
        application_default_credentials.json
        google_auth_provider.cc
        http_request.h
        gcs_file_system.cc
        oauth_client_test.cc
        retrying_file_system.h
        http_request_test.cc
        time_util.cc
        retrying_file_system.cc
        http_request_fake.h
        time_util_test.cc
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        i_cpu_utils_helper.h
        android_armv7a_cpu_utils_helper.h
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        cpu_utils.cc
        strong_hash.h
        tracing.cc
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        jpeg.h
        thread_annotations.h
        windows
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        error.h
        env.cc
        windows_file_system.h
        intrinsics_port.h
        error.cc
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        regexp.h
        protobuf_internal.h
        prefetch.h
        cuda.h
        load_library.h
        stacktrace.h
        net_test.cc
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        file_system.cc
        file_statistics.h
        tensor_coding.cc
        logging.h
        init_main.h
        gif.h
        posix
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        error.h
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        test.cc
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        example_parser_configuration.h
        framework
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        op_kernel.h
        numeric_types.h
        cost_graph.proto
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        unique_tensor_references.h
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        log_memory.proto
        resource_mgr.h
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        op_compatibility_test.cc
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        op_gen_lib.h
        control_flow.h
        memory_types.cc
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        tracking_allocator.cc
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        op_def_builder_test.cc
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        fake_input.h
        allocation_description.proto
        op_segment.cc
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        variational_inference.py
        stochastic_graph.py
        entropy.py
        monte_carlo.py
        stochastic_tensor.py
        special_math.py
        __init__.py
        cudnn_rnn
        BUILD
        kernels
        cudnn_rnn_ops.cc
        python
        kernel_tests
        cudnn_rnn_ops_test.py
        cudnn_rnn_ops_benchmark.py
        ops
        cudnn_rnn_ops.py
        __init__.py
        ops
        cudnn_rnn_ops_test.cc
        cudnn_rnn_ops.cc
        linear_optimizer
        BUILD
        kernels
        g3doc
        readme.md
        python
        sdca_optimizer.py
        kernel_tests
        sdca_ops_test.py
        ops
        sdca_ops.py
        __init__.py
        tensor_forest
        BUILD
        client
        eval_metrics.py
        __init__.py
        hybrid
        BUILD
        python
        hybrid_model.py
        layers
        fully_connected.py
        decisions_to_data_test.py
        __init__.py
        decisions_to_data.py
        hybrid_layer.py
        kernel_tests
        k_feature_routing_function_op_test.py
        routing_function_op_test.py
        hybrid_layer_test.py
        models
        nn.py
        decisions_to_data_then_nn.py
        stochastic_hard_decisions_to_data_then_nn.py
        stochastic_soft_decisions_to_data_then_nn.py
        k_feature_decisions_to_data_then_nn.py
        decisions_to_data_then_nn_test.py
        forest_to_data_then_nn.py
        forest_to_data_then_nn_test.py
        k_feature_decisions_to_data_then_nn_test.py
        __init__.py
        hard_decisions_to_data_then_nn.py
        __init__.py
        ops
        training_ops.py
        __init__.py
        core
        ops
        routing_gradient_op.cc
        stochastic_hard_routing_function_op.cc
        k_feature_routing_function_op.cc
        utils.h
        utils.cc
        hard_routing_function_op.cc
        unpack_path_op.cc
        k_feature_gradient_op.cc
        routing_function_op.cc
        stochastic_hard_routing_gradient_op.cc
        python
        topn_test.py
        topn.py
        tensor_forest_test.py
        kernel_tests
        update_fertile_slots_op_test.py
        sample_inputs_op_test.py
        scatter_add_ndim_op_test.py
        count_extremely_random_stats_op_test.py
        tree_predictions_op_test.py
        best_splits_op_test.py
        finished_nodes_op_test.py
        grow_tree_op_test.py
        constants.py
        __init__.py
        ops
        training_ops.py
        topn_ops.py
        inference_ops.py
        tensor_forest.py
        data
        sparse_values_to_indices.cc
        sparse_values_to_indices_test.cc
        __init__.py
        string_to_float_op.cc
        data_ops.py
        __init__.py
        core
        ops
        update_fertile_slots_op.cc
        finished_nodes_op.cc
        tree_predictions_op.cc
        tree_utils.cc
        tree_utils_test.cc
        topn_ops.cc
        scatter_add_ndim_op.cc
        count_extremely_random_stats_op.cc
        sample_inputs_op.cc
        grow_tree_op.cc
        best_splits_op.cc
        training_ops_test.cc
        tree_utils.h
        metrics
        BUILD
        kernels
        BUILD
        set_kernels.cc
        python
        kernel_tests
        histogram_ops_test.py
        confusion_matrix_ops_test.py
        set_ops_test.py
        ops
        metric_ops.py
        confusion_matrix_ops.py
        set_ops.py
        histogram_ops.py
        metric_ops_test.py
        metrics
        classification.py
        __init__.py
        classification_test.py
        __init__.py
        README.md
        ops
        set_ops_test.cc
        set_ops.cc
        specs
        BUILD
        python
        summaries.py
        specs_lib.py
        specs_ops.py
        specs.py
        summaries_test.py
        __init__.py
        params_ops.py
        specs_test.py
        __init__.py
        README.md
        session_bundle
        BUILD
        session_bundle.py
        bundle_shim_test.cc
        signature.cc
        testdata
        saved_model_half_plus_two
        variables
        variables.data-00000-of-00001
        variables.index
        saved_model.pb
        bundle_shim.cc
        bundle_shim_constants.h
        test_util.h
        session_bundle_test.py
        bundle_shim.h
        manifest.proto
        exporter.py
        gc.py
        constants.py
        session_bundle_test.cc
        test_util.cc
        example
        BUILD
        export_half_plus_two.py
        README.md
        signature.h
        session_bundle.cc
        gc_test.py
        session_bundle.h
        signature_test.cc
        exporter_test.py
        testing
        BUILD
        python
        framework
        util_test.py
        fake_summary_writer.py
        __init__.py
        tfprof
        BUILD
        python
        tools
        tfprof
        BUILD
        tfprof_logger.py
        pywrap_tensorflow_print_model_analysis.i
        print_model_analysis_test.py
        model_analyzer.py
        __init__.py
        tfprof_logger_test.py
        model_analyzer_test.py
        __init__.py
        README.md
        cc
        BUILD
        saved_model
        BUILD
        testdata
        half_plus_two_sharded
        variables
        variables.data-00000-of-00001
        variables.index
        saved_model.pb
        assets
        foo.txt
        half_plus_two_pbtxt
        saved_model.pbtxt
        variables
        variables.data-00000-of-00001
        variables.index
        assets
        foo.txt
        constants.h
        loader.h
        tag_constants.h
        README.md
        loader_test.cc
        signature_constants.h
        loader.cc
        training
        queue_runner.h
        coordinator_test.cc
        coordinator.h
        coordinator.cc
        queue_runner_test.cc
        queue_runner.cc
        client
        client_session.cc
        client_session_test.cc
        client_session.h
        tutorials
        example_trainer.cc
        framework
        gradients.cc
        gradient_checker.h
        gradients.h
        grad_op_registry.h
        cc_ops_test.cc
        scope.h
        cc_op_gen_main.cc
        gradient_checker.cc
        test_op.cc
        gradients_test.cc
        gradient_checker_test.cc
        testutil.cc
        ops.h
        ops.cc
        cc_op_gen.h
        scope_test.cc
        scope.cc
        grad_op_registry.cc
        testutil.h
        cc_op_gen.cc
        gradients
        grad_testutil.cc
        array_grad.cc
        math_grad_test.cc
        nn_grad.cc
        math_grad.cc
        array_grad_test.cc
        grad_testutil.h
        nn_grad_test.cc
        ops
        const_op.cc
        const_op.h
        standard_ops.h
        const_op_test.cc
      - java
        com
        tobe
        PredictClient.java
        InceptionPredictClient.java
  - pom.xml
  - run
- python_predict_client
  - prediction_service_pb2.py
  - predict_pb2.py
  - model_pb2.py
  - README.md
  - requirements.txt
  - inception_client.py
  - predict_client.py
  - benchmark_inception_client.py
- pokemon_classifier.py
- LICENSE
- data
  - inference_number
    - generate_csv.py
    - print_tfrecords.py
    - convert_tfrecords.py
  - test
    - Fairy
    - Fighting
    - Grass
    - Steel
    - Water
    - Ice
    - Psychic
    - Ground
    - Dark
    - Dragon
    - Rock
    - Poison
    - Ghost
    - Fire
    - Bug
    - Normal
    - Electric
  - README.md
  - inference
  - train
    - Fairy
    - Fighting
    - Grass
    - Steel
    - Water
    - Ice
    - Psychic
    - Ground
    - Dark
    - Dragon
    - Rock
    - Poison
    - Ghost
    - Fire
    - Bug
    - Normal
    - Electric
- inference_number.py
- README.md
- requirements.txt
- .gitignore

Deep CNN and RNN

Train

Inference

Export model

Run TensorFlow serving

Run gRPC client