internal static DistributionConfiguration DeserializeDistributionConfiguration(JsonElement element)
{
if (element.TryGetProperty("distributionType", out JsonElement discriminator))
{
switch (discriminator.GetString())
{
case "Mpi": return(Mpi.DeserializeMpi(element));
case "PyTorch": return(PyTorch.DeserializePyTorch(element));
case "TensorFlow": return(TensorFlow.DeserializeTensorFlow(element));
}
}
DistributionType distributionType = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("distributionType"))
{
distributionType = new DistributionType(property.Value.GetString());
continue;
}
}
return(new DistributionConfiguration(distributionType));
}
void IUtf8JsonSerializable.Write(Utf8JsonWriter writer)
{
writer.WriteStartObject();
writer.WritePropertyName("distributionType");
writer.WriteStringValue(DistributionType.ToString());
writer.WriteEndObject();
}
internal static PyTorch DeserializePyTorch(JsonElement element)
{
Optional <int?> processCountPerInstance = default;
DistributionType distributionType = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("processCountPerInstance"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
processCountPerInstance = null;
continue;
}
processCountPerInstance = property.Value.GetInt32();
continue;
}
if (property.NameEquals("distributionType"))
{
distributionType = new DistributionType(property.Value.GetString());
continue;
}
}
return(new PyTorch(distributionType, Optional.ToNullable(processCountPerInstance)));
}
void IUtf8JsonSerializable.Write(Utf8JsonWriter writer)
{
writer.WriteStartObject();
if (Optional.IsDefined(ProcessCountPerInstance))
{
if (ProcessCountPerInstance != null)
{
writer.WritePropertyName("processCountPerInstance");
writer.WriteNumberValue(ProcessCountPerInstance.Value);
}
else
{
writer.WriteNull("processCountPerInstance");
}
}
writer.WritePropertyName("distributionType");
writer.WriteStringValue(DistributionType.ToString());
writer.WriteEndObject();
}
internal static TensorFlow DeserializeTensorFlow(JsonElement element)
{
Optional <int> parameterServerCount = default;
Optional <int?> workerCount = default;
DistributionType distributionType = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("parameterServerCount"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
parameterServerCount = property.Value.GetInt32();
continue;
}
if (property.NameEquals("workerCount"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
workerCount = null;
continue;
}
workerCount = property.Value.GetInt32();
continue;
}
if (property.NameEquals("distributionType"))
{
distributionType = new DistributionType(property.Value.GetString());
continue;
}
}
return(new TensorFlow(distributionType, Optional.ToNullable(parameterServerCount), Optional.ToNullable(workerCount)));
}
void IUtf8JsonSerializable.Write(Utf8JsonWriter writer)
{
writer.WriteStartObject();
if (Optional.IsDefined(ParameterServerCount))
{
writer.WritePropertyName("parameterServerCount");
writer.WriteNumberValue(ParameterServerCount.Value);
}
if (Optional.IsDefined(WorkerCount))
{
if (WorkerCount != null)
{
writer.WritePropertyName("workerCount");
writer.WriteNumberValue(WorkerCount.Value);
}
else
{
writer.WriteNull("workerCount");
}
}
writer.WritePropertyName("distributionType");
writer.WriteStringValue(DistributionType.ToString());
writer.WriteEndObject();
}
