Low-Level CUDA Support¶

Device management¶

cupy.cuda.Device Object that represents a CUDA device.

`cupy.cuda.Memory`	Memory allocation on a CUDA device.
`cupy.cuda.MemoryPointer`	Pointer to a point on a device memory.
`cupy.cuda.alloc`	Calls the current allocator.
`cupy.cuda.set_allocator`	Sets the current allocator.
`cupy.cuda.MemoryPool`	Memory pool for all devices on the machine.

`cupy.cuda.MemoryHook`	Base class of hooks for Memory allocations.
`cupy.cuda.memory_hooks.DebugPrintHook`	Memory hook that prints debug information.
`cupy.cuda.memory_hooks.LineProfileHook`	Code line CuPy memory profiler.

`cupy.cuda.Stream`	CUDA stream.
`cupy.cuda.Event`	CUDA event, a synchronization point of CUDA streams.
`cupy.cuda.get_elapsed_time`	Gets the elapsed time between two events.

`cupy.cuda.profile`	Enable CUDA profiling during with statement.
`cupy.cuda.profiler.initialize`	Initialize the CUDA profiler.
`cupy.cuda.profiler.start`	Enable profiling.
`cupy.cuda.profiler.stop`	Disable profiling.
`cupy.cuda.nvtx.Mark`	Marks an instantaneous event (marker) in the application.
`cupy.cuda.nvtx.MarkC`	Marks an instantaneous event (marker) in the application.
`cupy.cuda.nvtx.RangePush`	Starts a nested range.
`cupy.cuda.nvtx.RangePushC`	Starts a nested range.
`cupy.cuda.nvtx.RangePop`	Ends a nested range.