|
16 | 16 |
|
17 | 17 | package io.brunk.tfjs.layers.engine
|
18 | 18 |
|
| 19 | +import io.brunk.tfjs.core.serialization |
| 20 | +import io.brunk.tfjs.layers.Types.{Kwargs, Shape} |
| 21 | +import io.brunk.tfjs.layers.{JsonDict, LayerVariable, NamedTensorMap} |
| 22 | +import io.brunk.tfjs.tf.{Scalar, TensorND} |
| 23 | + |
19 | 24 | import scala.scalajs.js
|
20 | 25 | import js.annotation._
|
21 | 26 | import js.|
|
22 | 27 |
|
23 | 28 | @js.native
|
24 |
| -trait ContainerConfig extends js.Object { |
25 |
| - var inputs: SymbolicTensor | js.Array[SymbolicTensor] = js.native |
26 |
| - var outputs: SymbolicTensor | js.Array[SymbolicTensor] = js.native |
27 |
| - var name: String = js.native |
28 |
| -} |
29 |
| - |
30 |
| -@js.native |
31 |
| -@JSGlobal |
32 |
| -abstract class Container protected () extends Layer { |
33 |
| - def this(config: ContainerConfig) = this() |
34 |
| - var inputs: js.Array[SymbolicTensor] = js.native |
35 |
| - var outputs: js.Array[SymbolicTensor] = js.native |
36 |
| - var inputLayers: js.Array[Layer] = js.native |
37 |
| - var inputLayersNodeIndices: js.Array[Double] = js.native |
38 |
| - var inputLayersTensorIndices: js.Array[Double] = js.native |
39 |
| - var outputLayers: js.Array[Layer] = js.native |
40 |
| - var outputLayersNodeIndices: js.Array[Double] = js.native |
41 |
| - var outputLayersTensorIndices: js.Array[Double] = js.native |
42 |
| - var layers: js.Array[Layer] = js.native |
43 |
| - var layersByDepth: Container.LayersByDepth = js.native |
44 |
| - var nodesByDepth: Container.NodesByDepth = js.native |
45 |
| - var containerNodes: Set[String] = js.native |
46 |
| - var inputNames: js.Array[String] = js.native |
47 |
| - var outputNames: js.Array[String] = js.native |
48 |
| - var feedInputShapes: js.Array[Shape] = js.native |
49 |
| - protected var internalInputShapes: js.Array[Shape] = js.native |
50 |
| - protected var internalOutputShapes: js.Array[Shape] = js.native |
51 |
| - protected var feedInputNames: js.Array[String] = js.native |
52 |
| - protected var feedOutputNames: js.Array[String] = js.native |
53 |
| - def trainableWeights: js.Array[LayerVariable] = js.native |
54 |
| - def nonTrainableWeights: js.Array[LayerVariable] = js.native |
55 |
| - def weights: js.Array[LayerVariable] = js.native |
56 |
| - def loadWeights( |
57 |
| - weightsJSON: JsonDict | NamedTensorMap, |
58 |
| - skipMismatch: Boolean = ???, |
59 |
| - isNamedTensorMap: Boolean = ??? |
60 |
| - ): Unit = js.native |
61 |
| - def toJSON(unused: js.Any = ???, returnString: Boolean = ???): String | JsonDict = js.native |
62 |
| - def call(inputs: Tensor | js.Array[Tensor], kwargs: Kwargs): Tensor | js.Array[Tensor] = js.native |
63 |
| - def computeMask( |
64 |
| - inputs: Tensor | js.Array[Tensor], |
65 |
| - mask: Tensor | js.Array[Tensor] = ??? |
66 |
| - ): Tensor | js.Array[Tensor] = js.native |
67 |
| - def computeOutputShape(inputShape: Shape | js.Array[Shape]): Shape | js.Array[Shape] = js.native |
68 |
| - def runInternalGraph( |
69 |
| - inputs: js.Array[Tensor], |
70 |
| - masks: js.Array[Tensor] = ??? |
71 |
| - ): js.Tuple3[js.Array[Tensor], js.Array[Tensor], js.Array[Shape]] = js.native |
72 |
| - def getLayer(name: String = ???, index: Double = ???): Layer = js.native |
73 |
| - def calculateLosses(): js.Array[Scalar] = js.native |
74 |
| - def getConfig(): serialization.ConfigDict = js.native |
75 |
| - def stateful: Boolean = js.native |
76 |
| -} |
| 29 | +@JSGlobalScope |
| 30 | +object Container extends js.Object { |
77 | 31 |
|
78 |
| -object Container { |
| 32 | + @js.native |
| 33 | + trait ContainerConfig extends js.Object { |
| 34 | + var inputs: SymbolicTensor | js.Array[SymbolicTensor] = js.native |
| 35 | + var outputs: SymbolicTensor | js.Array[SymbolicTensor] = js.native |
| 36 | + var name: String = js.native |
| 37 | + } |
79 | 38 |
|
80 | 39 | @js.native
|
81 |
| - trait LayersByDepth extends js.Object { |
82 |
| - @JSBracketAccess |
83 |
| - def apply(depth: String): js.Array[Layer] = js.native |
84 |
| - @JSBracketAccess |
85 |
| - def update(depth: String, v: js.Array[Layer]): Unit = js.native |
| 40 | + abstract class Container protected () extends Layer { |
| 41 | + def this(config: ContainerConfig) = this() |
| 42 | + var inputs: js.Array[SymbolicTensor] = js.native |
| 43 | + var outputs: js.Array[SymbolicTensor] = js.native |
| 44 | + var inputLayers: js.Array[Layer] = js.native |
| 45 | + var inputLayersNodeIndices: js.Array[Double] = js.native |
| 46 | + var inputLayersTensorIndices: js.Array[Double] = js.native |
| 47 | + var outputLayers: js.Array[Layer] = js.native |
| 48 | + var outputLayersNodeIndices: js.Array[Double] = js.native |
| 49 | + var outputLayersTensorIndices: js.Array[Double] = js.native |
| 50 | + var layers: js.Array[Layer] = js.native |
| 51 | + var layersByDepth: Container.LayersByDepth = js.native |
| 52 | + var nodesByDepth: Container.NodesByDepth = js.native |
| 53 | + var containerNodes: Set[String] = js.native |
| 54 | + var inputNames: js.Array[String] = js.native |
| 55 | + var outputNames: js.Array[String] = js.native |
| 56 | + var feedInputShapes: js.Array[Shape] = js.native |
| 57 | + protected var internalInputShapes: js.Array[Shape] = js.native |
| 58 | + protected var internalOutputShapes: js.Array[Shape] = js.native |
| 59 | + protected var feedInputNames: js.Array[String] = js.native |
| 60 | + protected var feedOutputNames: js.Array[String] = js.native |
| 61 | + // method trainableWeights cannot override a mutable variable |
| 62 | + // override def trainableWeights: js.Array[LayerVariable] = js.native |
| 63 | + // method nonTrainableWeights cannot override a mutable variable |
| 64 | + // override def nonTrainableWeights: js.Array[LayerVariable] = js.native |
| 65 | + override def weights: js.Array[LayerVariable] = js.native |
| 66 | + def loadWeights( |
| 67 | + weightsJSON: JsonDict | NamedTensorMap, |
| 68 | + skipMismatch: Boolean = ???, |
| 69 | + isNamedTensorMap: Boolean = ??? |
| 70 | + ): Unit = js.native |
| 71 | + def toJSON(unused: js.Any = ???, returnString: Boolean = ???): String | JsonDict = js.native |
| 72 | + override def call(inputs: TensorND | js.Array[TensorND], kwargs: Kwargs): TensorND | js.Array[TensorND] = |
| 73 | + js.native |
| 74 | + override def computeMask( |
| 75 | + inputs: TensorND | js.Array[TensorND], |
| 76 | + mask: TensorND | js.Array[TensorND] = ??? |
| 77 | + ): TensorND | js.Array[TensorND] = js.native |
| 78 | + override def computeOutputShape(inputShape: Shape | js.Array[Shape]): Shape | js.Array[Shape] = js.native |
| 79 | + def runInternalGraph( |
| 80 | + inputs: js.Array[TensorND], |
| 81 | + masks: js.Array[TensorND] = ??? |
| 82 | + ): js.Tuple3[js.Array[TensorND], js.Array[TensorND], js.Array[Shape]] = js.native |
| 83 | + def getLayer(name: String = ???, index: Double = ???): Layer = js.native |
| 84 | + override def calculateLosses(): js.Array[Scalar] = js.native |
| 85 | + override def getConfig(): serialization.ConfigDict = js.native |
| 86 | + override def stateful: Boolean = js.native |
86 | 87 | }
|
87 | 88 |
|
88 | 89 | @js.native
|
89 |
| - trait NodesByDepth extends js.Object { |
90 |
| - @JSBracketAccess |
91 |
| - def apply(depth: String): js.Array[Node] = js.native |
92 |
| - @JSBracketAccess |
93 |
| - def update(depth: String, v: js.Array[Node]): Unit = js.native |
| 90 | + object Container extends js.Object { |
| 91 | + |
| 92 | + @js.native |
| 93 | + trait LayersByDepth extends js.Object { |
| 94 | + @JSBracketAccess |
| 95 | + def apply(depth: String): js.Array[Layer] = js.native |
| 96 | + @JSBracketAccess |
| 97 | + def update(depth: String, v: js.Array[Layer]): Unit = js.native |
| 98 | + } |
| 99 | + |
| 100 | + @js.native |
| 101 | + trait NodesByDepth extends js.Object { |
| 102 | + @JSBracketAccess |
| 103 | + def apply(depth: String): js.Array[Node] = js.native |
| 104 | + @JSBracketAccess |
| 105 | + def update(depth: String, v: js.Array[Node]): Unit = js.native |
| 106 | + } |
| 107 | + def fromConfig[T <: serialization.Serializable]( |
| 108 | + cls: serialization.SerializableConstructor[T], |
| 109 | + config: serialization.ConfigDict |
| 110 | + ): T = js.native |
94 | 111 | }
|
95 |
| - def fromConfig[T <: serialization.Serializable]( |
96 |
| - cls: serialization.SerializableConstructor[T], |
97 |
| - config: serialization.ConfigDict |
98 |
| - ): T = js.native |
99 |
| -} |
100 | 112 |
|
101 |
| -@js.native |
102 |
| -@JSGlobalScope |
103 |
| -object Container extends js.Object { |
104 | 113 | def loadWeightsFromJson(
|
105 | 114 | weightsJSON: JsonDict,
|
106 | 115 | layers: js.Array[Layer],
|
|
0 commit comments