public async Task OCLMLPTrainBPTTGDOfflineGPUTest()
{
using (var ctx = new OCLContext("gpu"))
{
await MLPTrainRecTest(ctx, GradientComputationMethod.BPTT, GetGDRules(WeigthUpdateMode.Offline, 0.01f));
}
}
public async Task OCLZeroBufferGPUTest()
{
using (var ctx = new OCLContext("GPU"))
{
await DoTest(ctx);
}
}
public async Task OCLCreateDataArrayByFillGPUTest()
{
using (var ctx = new OCLContext("gpu"))
{
await CreateDataArrayByFillTest(ctx);
}
}
async Task OCLMLPComputeTest(string device)
{
using (var ctx = new OCLContext(device))
{
await MLPComputeTest(ctx);
}
}
public async Task OCLCalculateMSECPUTest()
{
using (var ctx = new OCLContext("cpu"))
{
await CalculateMSETest(ctx);
}
}
static async Task OCLMLPTrainBPOnlineGPUTest()
{
//using (var ctx = new OCLContext("HD"))
using (var ctx = new OCLContext("gpu"))
{
await MLPTrainBPOnlineTest(ctx);
}
}
static async Task OCLMLPTrainBPOnlineCPUTest()
{
using (var ctx = new OCLContext("CPU"))
//using (var ctx = new OCLContext("(sse2,avx)"))
{
await MLPTrainBPOnlineTest(ctx);
}
}
public async Task OCLCalculateMSEGPUTest()
{
using (var ctx = new OCLContext("Barts"))
//using (var ctx = new OCLContext("gpu"))
{
await CalculateMSETest(ctx);
}
}
public void OCLCreateCPUDeviceTest()
{
var devices = OCLContext.GetAvailableDevices();
using (var ctx = new OCLContext("cpu"))
{
var device = ctx.Device;
Assert.IsTrue(devices.Any(d => d.ID == device.ID));
}
using (var ctx = new OCLContext("cPu"))
{
var device = ctx.Device;
Assert.IsTrue(devices.Any(d => d.ID == device.ID));
}
using (var ctx = new OCLContext("CPU"))
{
var device = ctx.Device;
Assert.IsTrue(devices.Any(d => d.ID == device.ID));
}
}
public async Task OCLMLPTrainRTLRGDOnlineCPUTest()
{
using (var ctx = new OCLContext("cpu"))
{
await MLPTrainRecTest(ctx, GradientComputationMethod.RTLR, GetGDRules(WeigthUpdateMode.Online, 0.01f));
}
}
public async Task OCLMLPTrainFFGDOfflineGPUTest()
{
using (var ctx = new OCLContext("gpu"))
{
await MLPTrainFFTest(ctx, GetGDRules(WeigthUpdateMode.Offline, 0.1f));
}
}
public async Task OCLMLPTrainRTLRGDOnlineCPUTest()
{
try
{
using (var ctx = new OCLContext("cpu"))
//using (var ctx = new OCLContext("avx"))
{
await MLPTrainRecTest(ctx, GradientComputationMethod.RTLR, GetGDRules(WeigthUpdateMode.Online, 0.01f));
}
}
catch (Exception ex)
{
Console.WriteLine(ex);
throw;
}
}
