Python check_serialization Examples

Example #1

File: recurrent_test.py Project: shaoxuan92/treeano

def test_simple_recurrent_node_serialization():
    nodes.check_serialization(
        nodes.recurrent.SimpleRecurrentNode("a", nodes.IdentityNode("b")))
    nodes.check_serialization(
        nodes.recurrent.SimpleRecurrentNode("a",
                                            nodes.IdentityNode("b"),
                                            num_units=32,
                                            batch_size=2**7))

Example #2

File: simple_test.py Project: btbasham/treeano

def test_add_bias_node_serialization():
    tn.check_serialization(tn.AddBiasNode("a"))
    tn.check_serialization(tn.AddBiasNode(
        "a",
        inits=[],
        # need to make broadcastable a list because json (de)serialization
        # converts tuples to lists
        broadcastable=[True, False, True]))

Example #3

def test_add_bias_node_serialization():
    tn.check_serialization(tn.AddBiasNode("a"))
    tn.check_serialization(
        tn.AddBiasNode(
            "a",
            inits=[],
            # need to make broadcastable a list because json (de)serialization
            # converts tuples to lists
            broadcastable=[True, False, True]))

Example #4

File: simple_test.py Project: btbasham/treeano

def test_hyperparameter_node_serialization():
    tn.check_serialization(
        tn.HyperparameterNode("a",
                              tn.ReferenceNode("b")))

Example #5

def test_graph_node_serialization():
    tn.check_serialization(tn.GraphNode("a", [[tn.IdentityNode("b")],
                                              [{"from": "b", "to": "a"}]]))

Example #6

File: costs_test.py Project: btbasham/treeano

def test_aggregator_node_serialization():
    tn.check_serialization(tn.AggregatorNode("a"))

Example #7

def test_inverse_node_serialization():
    tn.check_serialization(inverse.InverseNode("a"))

Example #8

File: composite_test.py Project: shaoxuan92/treeano

def test_dense_combine_node_serialization():
    tn.check_serialization(tn.DenseCombineNode("a", []))
    tn.check_serialization(tn.DenseCombineNode("a", [], num_units=100))

Example #9

File: costs_test.py Project: shaoxuan92/treeano

def test_elementwise_cost_node_serialization():
    tn.check_serialization(
        tn.ElementwiseCostNode("foo", {
            "pred": tn.IdentityNode("foo"),
            "target": tn.IdentityNode("bar")
        }))

Example #10

File: contraction_penalty_test.py Project: shaoxuan92/treeano

def test_elementwise_contraction_penalty_node_serialization():
    tn.check_serialization(cp.ElementwiseContractionPenaltyNode("a"))

Example #11

File: theanode_test.py Project: btbasham/treeano

def test_to_one_hot_node_serialization():
    tn.check_serialization(tn.ToOneHotNode("a"))

Example #12

def test_softmax_node_serialization():
    tn.check_serialization(tn.SoftmaxNode("a"))

Example #13

def test_resqrt_node_serialization():
    tn.check_serialization(tn.ReSQRTNode("a"))

Example #14

def test_relu_node_serialization():
    tn.check_serialization(tn.ReLUNode("a"))

Example #15

File: dNDF_test.py Project: shaoxuan92/treeano

def test_split_probabilities_to_leaf_probabilities_node_serialization():
    for node in [dNDF.TheanoSplitProbabilitiesToLeafProbabilitiesNode,
                 dNDF.NumpySplitProbabilitiesToLeafProbabilitiesNode]:
        tn.check_serialization(node("a"))

Example #16

def test_sequential_node_serialization():
    tn.check_serialization(tn.SequentialNode("a", []))
    tn.check_serialization(tn.SequentialNode(
        "a",
        [tn.SequentialNode("b", []),
         tn.SequentialNode("c", [])]))

Example #17

File: hyperparameter_test.py Project: diogo149/treeano

def test_variable_hyperparameter_node_serialization():
    tn.check_serialization(tn.VariableHyperparameterNode("a",
                                                         tn.IdentityNode("b")))

Example #18

File: contraction_penalty_test.py Project: shaoxuan92/treeano

def test_auxiliary_contraction_penalty_node_serialization():
    tn.check_serialization(cp.AuxiliaryContractionPenaltyNode(
        "a", tn.IdentityNode("b")))

Example #19

File: paired_conv_test.py Project: diogo149/treeano

def test_paired_conv_2d_with_bias_node_serialization():
    tn.check_serialization(paired_conv.PairedConvNode("a", {}))

Example #20

def test_spatial_pyramid_pooling_node_serialization():
    tn.check_serialization(spp_net.SpatialPyramidPoolingNode("a"))

Example #21

File: dropout_max_pool_test.py Project: shaoxuan92/treeano

def test_dropout_max_pool_2d_node_serialization():
    tn.check_serialization(dmp.DropoutMaxPool2DNode("a"))

Example #22

File: batch_fold_test.py Project: nsauder/treeano

def test_add_axis_node_serialization():
    tn.check_serialization(bf.AddAxisNode("a"))

Example #23

File: stochastic_pooling_test.py Project: diogo149/treeano

def test_stochastic_pool_2d_node_serialization():
    tn.check_serialization(stochastic_pooling.StochasticPool2DNode("a"))

Example #24

File: batch_fold_test.py Project: nsauder/treeano

def test_remove_axis_node_serialization():
    tn.check_serialization(bf.RemoveAxisNode("b"))

Example #25

File: costs_test.py Project: shaoxuan92/treeano

def test_auxilliary_cost_node_serialization():
    tn.check_serialization(
        tn.AuxiliaryCostNode("foo", {"target": tn.IdentityNode("bar")}))

Example #26

File: mixed_pooling_test.py Project: shaoxuan92/treeano

def test_mixed_pool_node_serialization():
    tn.check_serialization(mixed_pooling.MixedPoolNode("a"))

Example #27

File: costs_test.py Project: btbasham/treeano

def test_total_cost_node_serialization():
    tn.check_serialization(tn.TotalCostNode(
        "foo",
        {"pred": tn.IdentityNode("foo"),
         "target": tn.IdentityNode("bar")}))

Example #28

File: simple_test.py Project: btbasham/treeano

def test_linear_mapping_node_serialization():
    tn.check_serialization(tn.LinearMappingNode("a"))
    tn.check_serialization(tn.LinearMappingNode("a", output_dim=3))

Example #29

File: simple_test.py Project: btbasham/treeano

def test_send_to_node_serialization():
    tn.check_serialization(tn.SendToNode("a"))
    tn.check_serialization(tn.SendToNode("a", reference="bar"))

Example #30

File: stochastic_test.py Project: btbasham/treeano

def test_gaussian_dropout_node_serialization():
    tn.check_serialization(tn.GaussianDropoutNode("a"))
    tn.check_serialization(tn.GaussianDropoutNode("a", p=0))

Example #31

File: mixed_pooling_test.py Project: shaoxuan92/treeano

def test_gated_pool_2d_node_serialization():
    tn.check_serialization(mixed_pooling.GatedPool2DNode("a"))

Example #32

def test_auxiliary_node_serialization():
    tn.check_serialization(tn.AuxiliaryNode("a", tn.IdentityNode("b")))

Example #33

File: simple_test.py Project: btbasham/treeano

def test_apply_node_serialization():
    tn.check_serialization(tn.ApplyNode("a"))

Example #34

def test_smorms3_node_serialization():
    tn.check_serialization(smorms3.SMORMS3Node("a"))

Example #35

File: stochastic_test.py Project: btbasham/treeano

def test_spatial_dropout_node_serialization():
    tn.check_serialization(tn.SpatialDropoutNode("a"))
    tn.check_serialization(tn.SpatialDropoutNode("a", p=0.5))

Example #36

def test_wta_sparsity_node_serialization():
    tn.check_serialization(wta.WTASparsityNode("a"))

Example #37

File: hyperparameter_test.py Project: diogo149/treeano

def test_output_hyperparameter_node_serialization():
    tn.check_serialization(tn.OutputHyperparameterNode("a"))

Example #38

def test_print_node_serialization():
    tn.check_serialization(tn.PrintNode("a"))

Example #39

File: theanode_test.py Project: btbasham/treeano

def test_tile_node_serialization():
    tn.check_serialization(tn.TileNode("a"))
    tn.check_serialization(tn.TileNode("a", reps=[1, 2, 3]))

Example #40

def test_partition_axis_node_serialization():
    tn.check_serialization(partition_axis.PartitionAxisNode("a"))

Example #41

def test_auxiliary_dense_softmax_cce_node_serialization():
    tn.check_serialization(
        auxiliary_costs.AuxiliaryDenseSoftmaxCCENode("a", {}))
    tn.check_serialization(
        auxiliary_costs.AuxiliaryDenseSoftmaxCCENode("a", {}, num_units=100))

Example #42

File: prelu_test.py Project: diogo149/treeano

def test_prelu_node_serialization():
    tn.check_serialization(prelu.PReLUNode("a"))

Example #43

File: composite_test.py Project: shaoxuan92/treeano

def test_dense_node_serialization():
    tn.check_serialization(tn.DenseNode("a"))
    tn.check_serialization(tn.DenseNode("a", num_units=100))

Example #44

File: composite_test.py Project: btbasham/treeano

def test_auxiliary_dense_softmax_cce_node_serialization():
    tn.check_serialization(tn.AuxiliaryDenseSoftmaxCCENode("a", {}))
    tn.check_serialization(tn.AuxiliaryDenseSoftmaxCCENode(
        "a", {}, num_units=100))

Example #45

File: equilibrated_sgd_test.py Project: shaoxuan92/treeano

def test_equilibrated_sgd_node_serialization():
    tn.check_serialization(equilibrated_sgd.EquilibratedSGDNode("a"))

Example #46

File: composite_test.py Project: diogo149/treeano

def test_dense_node_serialization():
    tn.check_serialization(tn.DenseNode("a"))
    tn.check_serialization(tn.DenseNode("a", num_units=100))

Example #47

File: costs_test.py Project: shaoxuan92/treeano

def test_aggregator_node_serialization():
    tn.check_serialization(tn.AggregatorNode("a"))

Example #48

File: composite_test.py Project: diogo149/treeano

def test_dense_combine_node_serialization():
    tn.check_serialization(tn.DenseCombineNode("a", []))
    tn.check_serialization(tn.DenseCombineNode("a", [], num_units=100))

Example #49

File: costs_test.py Project: shaoxuan92/treeano

def test_total_cost_node_serialization():
    tn.check_serialization(
        tn.TotalCostNode("foo", {
            "pred": tn.IdentityNode("foo"),
            "target": tn.IdentityNode("bar")
        }))

Example #50

def test_prelu_node_serialization():
    tn.check_serialization(prelu.PReLUNode("a"))

Example #51

def test_default_recurrent_conv_2d_node_serialization():
    tn.check_serialization(rcl.DefaultRecurrentConv2DNode("a"))

Example #52

File: interval_relu_test.py Project: diogo149/treeano

def test_interval_relu_node_serialization():
    tn.check_serialization(irelu.IntervalReLUNode("a"))

Example #53

File: costs_test.py Project: btbasham/treeano

def test_elementwise_cost_node_serialization():
    tn.check_serialization(tn.ElementwiseCostNode(
        "foo",
        {"pred": tn.IdentityNode("foo"),
         "target": tn.IdentityNode("bar")}))

Example #54

File: input_scaling_test.py Project: sashatarg/treeano

def test_clip_scaling_node_serialization():
    tn.check_serialization(input_scaling.ClipScalingNode("a"))

Example #55

File: costs_test.py Project: btbasham/treeano

def test_auxilliary_cost_node_serialization():
    tn.check_serialization(tn.AuxiliaryCostNode(
        "foo",
        {"target": tn.IdentityNode("bar")}))

Example #56

File: simple_test.py Project: btbasham/treeano

def test_reference_node_serialization():
    tn.check_serialization(tn.ReferenceNode("a"))
    tn.check_serialization(tn.ReferenceNode("a", reference="bar"))