From bc4fd1b45ec29b3559461b31fc4e0b9cbe14cfaa Mon Sep 17 00:00:00 2001 From: Luis Fernando Molina Date: Sat, 13 Feb 2021 20:36:39 +0100 Subject: [PATCH] Dense Layer Arguments Implemented --- Projects/TensorFlow/Schemas/AppSchema.json | 733 ++++++++++++++++++ .../Docs-Nodes/activation-function.json | 23 + .../Schemas/Docs-Nodes/batch-input-shape.json | 18 + .../Schemas/Docs-Nodes/batch-size.json | 22 + .../Schemas/Docs-Nodes/bias-constraint.json | 19 + .../Schemas/Docs-Nodes/bias-initializer.json | 19 + .../Schemas/Docs-Nodes/bias-regularizer.json | 19 + .../TensorFlow/Schemas/Docs-Nodes/bias.json | 13 + .../Docs-Nodes/dimensionality-units.json | 18 + .../TensorFlow/Schemas/Docs-Nodes/dtype.json | 19 + .../Schemas/Docs-Nodes/kernel-constraint.json | 19 + .../Docs-Nodes/kernel-initializer.json | 19 + .../Docs-Nodes/kernel-regularizer.json | 19 + .../Schemas/Docs-Nodes/trainable.json | 19 + .../Schemas/Docs-Nodes/weights.json | 13 + 15 files changed, 992 insertions(+) create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/activation-function.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/batch-input-shape.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/batch-size.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/bias-constraint.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/bias-initializer.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/bias-regularizer.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/bias.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/dimensionality-units.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/dtype.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/kernel-constraint.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/kernel-initializer.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/kernel-regularizer.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/trainable.json create mode 100644 Projects/TensorFlow/Schemas/Docs-Nodes/weights.json diff --git a/Projects/TensorFlow/Schemas/AppSchema.json b/Projects/TensorFlow/Schemas/AppSchema.json index 9bd5d1e65..64b2c24e7 100644 --- a/Projects/TensorFlow/Schemas/AppSchema.json +++ b/Projects/TensorFlow/Schemas/AppSchema.json @@ -978,6 +978,70 @@ { "type": "Dense Layer", "menuItems": [ + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "dimensionalityUnits", + "label": "Add Dimensionality Units", + "relatedUiObject": "Dimensionality Units", + "actionFunction": "payload.executeAction" + }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "activationFunction", + "label": "Add Activation Function", + "relatedUiObject": "Activation Function", + "actionFunction": "payload.executeAction" + }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "kernel", + "label": "Add Kernel", + "relatedUiObject": "Kernel", + "actionFunction": "payload.executeAction" + }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "bias", + "label": "Add Bias", + "relatedUiObject": "Bias", + "actionFunction": "payload.executeAction" + }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "batchSize", + "label": "Add Batch Size", + "relatedUiObject": "Batch Size", + "actionFunction": "payload.executeAction" + }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "dtype", + "label": "Add Dtype", + "relatedUiObject": "Dtype", + "actionFunction": "payload.executeAction" + }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "trainable", + "label": "Add Trainable", + "relatedUiObject": "Trainable", + "actionFunction": "payload.executeAction" + }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "weights", + "label": "Add Weights", + "relatedUiObject": "Weights", + "actionFunction": "payload.executeAction" + }, { "action": "Delete UI Object", "askConfirmation": true, @@ -994,6 +1058,662 @@ "compatibleTypes": "->Basic Layers->" }, "propertyNameAtParent": "layer", + "childrenNodesProperties": [ + { + "name": "dimensionalityUnits", + "type": "node", + "childType": "Dimensionality Units" + }, + { + "name": "activationFunction", + "type": "node", + "childType": "Activation Function" + }, + { + "name": "kernel", + "type": "node", + "childType": "Kernel" + }, + { + "name": "bias", + "type": "node", + "childType": "Bias" + }, + { + "name": "batchSize", + "type": "node", + "childType": "Batch Size" + }, + { + "name": "dtype", + "type": "node", + "childType": "Dtype" + }, + { + "name": "trainable", + "type": "node", + "childType": "Trainable" + }, + { + "name": "weights", + "type": "node", + "childType": "Weights" + } + ], + "icon": "tensorflow" + }, + { + "type": "Batch Input Shape", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": 1\n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Input Layer->" + }, + "propertyNameAtParent": "batchInputShape", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Batch Size", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": 1\n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Dense Layer->" + }, + "propertyNameAtParent": "batchSize", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Bias", + "menuItems": [ + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "biasInitializer", + "label": "Add Bias Initializer", + "relatedUiObject": "Bias Initializer", + "actionFunction": "payload.executeAction" + }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "biasConstraint", + "label": "Add Bias Constraint", + "relatedUiObject": "Bias Constraint", + "actionFunction": "payload.executeAction" + }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "biasRegularizer", + "label": "Add Bias Regularizer", + "relatedUiObject": "Bias Regularizer", + "actionFunction": "payload.executeAction" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Dense Layer->" + }, + "propertyNameAtParent": "bias", + "childrenNodesProperties": [ + { + "name": "biasInitializer", + "type": "node", + "childType": "Bias Initializer" + }, + { + "name": "biasConstraint", + "type": "node", + "childType": "Bias Constraint" + }, + { + "name": "biasRegularizer", + "type": "node", + "childType": "Bias Regularizer" + } + ], + "icon": "tensorflow" + }, + { + "type": "Bias Initializer", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": \"constant|glorotNormal|glorotUniform|heNormal|heUniform|identity|leCunNormal|leCunUniform|ones|orthogonal|randomNormal|randomUniform|truncatedNormal|varianceScaling|zeros|string\"\n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Bias->" + }, + "propertyNameAtParent": "biasInitializer", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Bias Constraint", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": \"maxNorm|minMaxNorm|nonNeg|unitNorm|string\"\n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Bias->" + }, + "propertyNameAtParent": "biasConstraint", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Bias Regularizer", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": \"l1l2|string|Regularizer\"\n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Bias->" + }, + "propertyNameAtParent": "biasRegularizer", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Kernel", + "menuItems": [ + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "kernelInitializer", + "label": "Add Kernel Initializer", + "relatedUiObject": "Kernel Initializer", + "actionFunction": "payload.executeAction" + }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "kernelConstraint", + "label": "Add Kernel Constraint", + "relatedUiObject": "Kernel Constraint", + "actionFunction": "payload.executeAction" + }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "kernelRegularizer", + "label": "Add Kernel Regularizer", + "relatedUiObject": "Kernel Regularizer", + "actionFunction": "payload.executeAction" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Dense Layer->" + }, + "propertyNameAtParent": "kernel", + "childrenNodesProperties": [ + { + "name": "kernelInitializer", + "type": "node", + "childType": "Kernel Initializer" + }, + { + "name": "kernelConstraint", + "type": "node", + "childType": "Kernel Constraint" + }, + { + "name": "kernelRegularizer", + "type": "node", + "childType": "Kernel Regularizer" + } + ], + "icon": "tensorflow" + }, + { + "type": "Kernel Initializer", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": \"constant|glorotNormal|glorotUniform|heNormal|heUniform|identity|leCunNormal|leCunUniform|ones|orthogonal|randomNormal|randomUniform|truncatedNormal|varianceScaling|zeros|string\"\n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Kernel->" + }, + "propertyNameAtParent": "kernelInitializer", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Kernel Constraint", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": \"maxNorm|minMaxNorm|nonNeg|unitNorm|string\"\n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Kernel->" + }, + "propertyNameAtParent": "kernelConstraint", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Kernel Regularizer", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": \"l1l2|string|Regularizer\"\n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Kernel->" + }, + "propertyNameAtParent": "kernelRegularizer", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Dimensionality Units", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": 1\n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Dense Layer->" + }, + "propertyNameAtParent": "dimensionalityUnits", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Weights", + "menuItems": [ + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "tensor", + "label": "Add Tensor", + "relatedUiObject": "Tensor", + "actionFunction": "payload.executeAction" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Dense Layer->" + }, + "propertyNameAtParent": "weights", + "childrenNodesProperties": [ + { + "name": "tensor", + "type": "node", + "childType": "Tensor" + } + ], + "icon": "tensorflow" + }, + { + "type": "Tensor", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": \"\"\n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Weights->" + }, + "propertyNameAtParent": "tensor", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Trainable", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": true\n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Dense Layer->" + }, + "propertyNameAtParent": "trainable", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Dtype", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": \"float32|int32|bool|complex64|string\" \n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Dense Layer->" + }, + "propertyNameAtParent": "dtype", + "childrenNodesProperties": [], + "icon": "tensorflow" + }, + { + "type": "Activation Function", + "menuItems": [ + { + "action": "Configure", + "label": "Configure", + "iconPathOn": "configuration", + "iconPathOff": "configuration", + "actionFunction": "uiObject.configEditor.activate" + }, + { + "action": "Delete UI Object", + "askConfirmation": true, + "confirmationLabel": "Confirm to Delete", + "label": "Delete", + "iconPathOn": "delete-entity", + "iconPathOff": "delete-entity", + "actionFunction": "payload.executeAction" + } + ], + "editors": { + "config": true + }, + "initialValues": { + "config": "{ \n \"value\": \"elu|hardSigmoid|linear|relu|relu6|selu|sigmoid|softmax|softplus|softsign|tanh\" \n}" + }, + "addLeftIcons": true, + "level": 3, + "attachingRules": { + "compatibleTypes": "->Dense Layer->" + }, + "propertyNameAtParent": "activationFunction", "childrenNodesProperties": [], "icon": "tensorflow" }, @@ -1465,6 +2185,14 @@ "relatedUiObject": "Input Shape", "actionFunction": "payload.executeAction" }, + { + "action": "Add UI Object", + "disableIfPropertyIsDefined": true, + "propertyToCheckFor": "batchImputShape", + "label": "Add Input Shape", + "relatedUiObject": "Batch Input Shape", + "actionFunction": "payload.executeAction" + }, { "action": "Delete UI Object", "askConfirmation": true, @@ -1492,6 +2220,11 @@ "name": "inputShape", "type": "node", "childType": "Input Shape" + }, + { + "name": "batchInputShape", + "type": "node", + "childType": "Batch Input Shape" } ], "icon": "tensorflow" diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/activation-function.json b/Projects/TensorFlow/Schemas/Docs-Nodes/activation-function.json new file mode 100644 index 000000000..742eb0d77 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/activation-function.json @@ -0,0 +1,23 @@ +{ + "type": "Activation Function", + "definition": { + "text": "A function (for example, ReLU or sigmoid) that takes in the weighted sum of all of the inputs from the previous layer and then generates and passes an output value (typically nonlinear) to the next layer.", + "updated": 1613243485558 + }, + "paragraphs": [ + { + "style": "Text", + "text": "Activation function to use. If unspecified, no activation is applied.", + "updated": 1613243465795 + }, + { + "style": "Subtitle", + "text": "Possible Values" + }, + { + "style": "Javascript", + "text": "elu\nhardSigmoid\nlinear\nrelu\nrelu6\nselu\nsigmoid\nsoftmax\nsoftplus\nsoftsign\ntanh", + "updated": 1613244131007 + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/batch-input-shape.json b/Projects/TensorFlow/Schemas/Docs-Nodes/batch-input-shape.json new file mode 100644 index 000000000..707c5380e --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/batch-input-shape.json @@ -0,0 +1,18 @@ +{ + "type": "Batch Input Shape", + "definition": { + "text": "If defined, will be used to create an input layer to insert before this layer. If both Input Shape and batchInputShape are defined, Batch Input Shape will be used. This argument is only applicable to input layers (the first layer of a model).", + "updated": 1613243097313 + }, + "paragraphs": [ + { + "style": "Subtitle", + "text": "Possible Values", + "updated": 1613243125301 + }, + { + "style": "Javascript", + "text": "null | number" + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/batch-size.json b/Projects/TensorFlow/Schemas/Docs-Nodes/batch-size.json new file mode 100644 index 000000000..e7b4e15d5 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/batch-size.json @@ -0,0 +1,22 @@ +{ + "type": "Batch Size", + "definition": { + "text": "The number of examples in a batch. For example, the batch size of SGD is 1, while the batch size of a mini-batch is usually between 10 and 1000. Batch size is usually fixed during training and inference; however, TensorFlow does permit dynamic batch sizes.", + "updated": 1613243372713 + }, + "paragraphs": [ + { + "style": "Text", + "text": "If inputShape is specified and batchInputShape is not specified, batchSize is used to construct the batchInputShape: [batchSize,...inputShape]", + "updated": 1613243409493 + }, + { + "style": "Subtitle", + "text": "Possible Values" + }, + { + "style": "Javascript", + "text": "number" + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/bias-constraint.json b/Projects/TensorFlow/Schemas/Docs-Nodes/bias-constraint.json new file mode 100644 index 000000000..ede9e5976 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/bias-constraint.json @@ -0,0 +1,19 @@ +{ + "type": "Bias Constraint", + "definition": { + "text": "Constraint for the bias vector.", + "updated": 1613244677505 + }, + "paragraphs": [ + { + "style": "Subtitle", + "text": "Possible Values", + "updated": 1613244686071 + }, + { + "style": "Javascript", + "text": "maxNorm\nminMaxNorm\nnonNeg\nunitNorm\nstring", + "updated": 1613244735313 + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/bias-initializer.json b/Projects/TensorFlow/Schemas/Docs-Nodes/bias-initializer.json new file mode 100644 index 000000000..531462366 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/bias-initializer.json @@ -0,0 +1,19 @@ +{ + "type": "Bias Initializer", + "definition": { + "text": "Initializer for the bias vector.", + "updated": 1613244555001 + }, + "paragraphs": [ + { + "style": "Subtitle", + "text": "Possible Values", + "updated": 1613244570066 + }, + { + "style": "Javascript", + "text": "constant \nglorotNormal\nglorotUniform\nheNormal\nheUniform\nidentity\nleCunNormal\nleCunUniform\nones\northogonal\nrandomNormal\nrandomUniform\ntruncatedNormal\nvarianceScaling\nzeros\nstring", + "updated": 1613244651997 + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/bias-regularizer.json b/Projects/TensorFlow/Schemas/Docs-Nodes/bias-regularizer.json new file mode 100644 index 000000000..c80853e79 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/bias-regularizer.json @@ -0,0 +1,19 @@ +{ + "type": "Bias Regularizer", + "definition": { + "text": "Regularizer function applied to the bias vector.", + "updated": 1613244759755 + }, + "paragraphs": [ + { + "style": "Text", + "text": "Possible Values", + "updated": 1613244768649 + }, + { + "style": "Javascript", + "text": "l1l2\nstring\nRegularizer", + "updated": 1613244794672 + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/bias.json b/Projects/TensorFlow/Schemas/Docs-Nodes/bias.json new file mode 100644 index 000000000..243e0d1e4 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/bias.json @@ -0,0 +1,13 @@ +{ + "type": "Bias", + "definition": { + "text": "A value indicating how far apart the average of predictions is from the average of labels in the dataset.", + "updated": 1613243679048 + }, + "paragraphs": [ + { + "style": "Text", + "text": "Left click and select the pencil button to enter edit mode." + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/dimensionality-units.json b/Projects/TensorFlow/Schemas/Docs-Nodes/dimensionality-units.json new file mode 100644 index 000000000..89183b32a --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/dimensionality-units.json @@ -0,0 +1,18 @@ +{ + "type": "Dimensionality Units", + "definition": { + "text": "Positive integer, dimensionality of the output space.", + "updated": 1613243190046 + }, + "paragraphs": [ + { + "style": "Subtitle", + "text": "Possible Values", + "updated": 1613243500472 + }, + { + "style": "Javascript", + "text": "number" + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/dtype.json b/Projects/TensorFlow/Schemas/Docs-Nodes/dtype.json new file mode 100644 index 000000000..7d21ecbe4 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/dtype.json @@ -0,0 +1,19 @@ +{ + "type": "Dtype", + "definition": { + "text": "The data-type for this layer. Defaults to 'float32'. This argument is only applicable to input layers (the first layer of a model).", + "updated": 1613243770062 + }, + "paragraphs": [ + { + "style": "Subtitle", + "text": "Possible Values", + "updated": 1613243792602 + }, + { + "style": "Javascript", + "text": "float32\nint32 \nbool\ncomplex64\nstring", + "updated": 1613243879019 + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/kernel-constraint.json b/Projects/TensorFlow/Schemas/Docs-Nodes/kernel-constraint.json new file mode 100644 index 000000000..9efd38445 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/kernel-constraint.json @@ -0,0 +1,19 @@ +{ + "type": "Kernel Constraint", + "definition": { + "text": "Constraint for the kernel weights.", + "updated": 1613244365425 + }, + "paragraphs": [ + { + "style": "Subtitle", + "text": "Possible Values", + "updated": 1613244375424 + }, + { + "style": "Javascript", + "text": "maxNorm\nminMaxNorm\nnonNeg\nunitNorm\nstring", + "updated": 1613244425597 + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/kernel-initializer.json b/Projects/TensorFlow/Schemas/Docs-Nodes/kernel-initializer.json new file mode 100644 index 000000000..9255460f6 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/kernel-initializer.json @@ -0,0 +1,19 @@ +{ + "type": "Kernel Initializer", + "definition": { + "text": "Initializer for the kernel weights matrix.", + "updated": 1613244248363 + }, + "paragraphs": [ + { + "style": "Subtitle", + "text": "Possible Values", + "updated": 1613244268885 + }, + { + "style": "Javascript", + "text": "constant\nglorotNormal\nglorotUniform\nheNormal\nheUniform\nidentity\nleCunNormal\nleCunUniform\nones\northogonal\nrandomNormal\nrandomUniform\ntruncatedNormal\nvarianceScaling\nzeros\nstring", + "updated": 1613244326784 + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/kernel-regularizer.json b/Projects/TensorFlow/Schemas/Docs-Nodes/kernel-regularizer.json new file mode 100644 index 000000000..b6aeb5497 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/kernel-regularizer.json @@ -0,0 +1,19 @@ +{ + "type": "Kernel Regularizer", + "definition": { + "text": "Regularizer function applied to the kernel weights matrix.", + "updated": 1613244470025 + }, + "paragraphs": [ + { + "style": "Subtitle", + "text": "Possible Values", + "updated": 1613244479696 + }, + { + "style": "Javascript", + "text": "l1l2\nstring\nRegularizer", + "updated": 1613244531951 + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/trainable.json b/Projects/TensorFlow/Schemas/Docs-Nodes/trainable.json new file mode 100644 index 000000000..f91a913f2 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/trainable.json @@ -0,0 +1,19 @@ +{ + "type": "Trainable", + "definition": { + "text": "Whether the weights of this layer are updatable by training. Defaults to true.", + "updated": 1613243947387 + }, + "paragraphs": [ + { + "style": "Subtitle", + "text": "Possible Values", + "updated": 1613243963146 + }, + { + "style": "Javascript", + "text": "true\nfalse", + "updated": 1613243984862 + } + ] +} \ No newline at end of file diff --git a/Projects/TensorFlow/Schemas/Docs-Nodes/weights.json b/Projects/TensorFlow/Schemas/Docs-Nodes/weights.json new file mode 100644 index 000000000..476b0a1d0 --- /dev/null +++ b/Projects/TensorFlow/Schemas/Docs-Nodes/weights.json @@ -0,0 +1,13 @@ +{ + "type": "Weights", + "definition": { + "text": "Initial weight values of the layer.", + "updated": 1613244009359 + }, + "paragraphs": [ + { + "style": "Text", + "text": "Left click and select the pencil button to enter edit mode." + } + ] +} \ No newline at end of file