dml_rnn.json

{
    "$schema": "./_schema.json",
    
    "resources": 
    {
        "input": 
        {
            "initialValuesDataType": "FLOAT32",
            "initialValues": { "valueCount": 32, "valueStart": 1, "valueDelta": 1 }
        },
        "weights": 
        {
            "initialValuesDataType": "FLOAT32",
            "initialValues": { "valueCount": 40, "valueStart": 1, "valueDelta": 0.4 }
        },
        "recurrence": 
        {
            "initialValuesDataType": "FLOAT32",
            "initialValues": { "valueCount": 50, "value": 0.3 }
        },
        "output": 
        {
            "initialValuesDataType": "FLOAT32",
            "initialValues": { "valueCount": 80, "value": 0 }
        }
    },

    "dispatchables": 
    {
        "rnn": 
        {
            "type": "DML_OPERATOR_RNN",
            "desc": 
            {
                "InputTensor": { "DataType": "FLOAT32", "Sizes": [1,1,8,4] },
                "WeightTensor": { "DataType": "FLOAT32", "Sizes": [1,2,5,4] },
                "RecurrenceTensor": { "DataType": "FLOAT32", "Sizes": [1,2,5,5] },
                "OutputSingleTensor": { "DataType": "FLOAT32", "Sizes": [1,2,8,5] },
                "ActivationDescCount": 2,
                "ActivationDescs":
                [
                    { "Type": "ACTIVATION_ELU", "Alpha": 0.5 },
                    { "Type": "ACTIVATION_ELU", "Alpha": 3.5 }
                ],
                "Direction": "DML_RECURRENT_NETWORK_DIRECTION_BIDIRECTIONAL"
            }
        }
    },

    "commands": 
    [
        {
            "type": "dispatch",
            "dispatchable": "rnn",
            "bindings": 
            {
                "InputTensor": "input",
                "WeightTensor": "weights",
                "RecurrenceTensor": "recurrence",
                "OutputSingleTensor": "output"
            }
        },
        { "type": "print", "resource": "output" }
    ]
}