Add support for cuda streams.

candle-core/src/cuda_backend/device.rs

@@ -144,6 +144,20 @@ impl CudaDevice {
     }
 }
 
+impl CudaDevice {
+    pub fn new_with_stream(ordinal: usize) -> Result<Self> {
+        let device = cudarc::driver::CudaDevice::new_with_stream(ordinal).w()?;
+        let blas = cudarc::cublas::CudaBlas::new(device.clone()).w()?;
+        let curand = cudarc::curand::CudaRng::new(299792458, device.clone()).w()?;
+        Ok(Self {
+            id: DeviceId::new(),
+            device,
+            blas: Arc::new(blas),
+            curand: Arc::new(Mutex::new(CudaRng(curand))),
+        })
+    }
+}
+
 impl BackendDevice for CudaDevice {
     type Storage = CudaStorage;
 

candle-core/src/device.rs

@@ -130,6 +130,10 @@ impl Device {
         Ok(Self::Cuda(crate::CudaDevice::new(ordinal)?))
     }
 
+    pub fn new_cuda_with_stream(ordinal: usize) -> Result<Self> {
+        Ok(Self::Cuda(crate::CudaDevice::new_with_stream(ordinal)?))
+    }
+
     pub fn new_metal(ordinal: usize) -> Result<Self> {
         Ok(Self::Metal(crate::MetalDevice::new(ordinal)?))
     }

candle-core/src/dummy_cuda_backend.rs

@@ -14,6 +14,12 @@ macro_rules! fail {
     };
 }
 
+impl CudaDevice {
+    pub fn new_with_stream(_: usize) -> Result<Self> {
+        Err(Error::NotCompiledWithCudaSupport)
+    }
+}
+
 impl crate::backend::BackendStorage for CudaStorage {
     type Device = CudaDevice;