Description
Summary
Introduce Level-Zero Core or Tools API that enables setting-up timestamp enabled event (additional to already set) for GPU task that being submitted into the command list.
Details
Motivation
- Dynamic enabling of Tracing GPU tasks (Kernels, mem copied, barriers..) via Start/Stop became a critical requirement for long running workloads (e.g. AI workloads based on PyTorch).
- This requirement also asks that еthe implementation of tracing should have a minimal overhead and traced application should be "disturbed" as less as possible.
Level-Zero and Loader already added APIs that makes Start/Stop possible. But current Start/Stop implementation by the tracing tool (e.g. PTI) incurs significant overhead as there are no means to easy add or change an Event to the one having Timestamp property.
To meet requirement (2) - let's add an API that would add profiling event (event with Timestamp enabled) on the fly - prior to the zeCommandListAppendLaunchKernel (zeCommandListAppendMemoryCopy etc.)
Proposed API
New Functions
From the brainstorm this API could be something like:
zeCommandListProfileNextAppend(
ze_command_list_handle_t cmdList,
ze_event_handle_t eventHandle
);
Parameter | Description |
---|---|
cmdList | [ |
eventHandle | [ |
The usage flow would be like this:
Call zeCommandListProfileNextAppend(cmdList, event)
prior zeCommandListAppend..(cmdList,..)
that submits a task to be profiled. The caller of these 2 APIs should make additional precautions in the situation when 2 threads might submit to the same command list around the same moment. So the situation when the event from zeCommandListProfileNextAppend might be erroneously associated with zeCommandListAppend... from another thread is to be handled by an API user.
Event passed into zeCommandListProfileNextAppend
is to be created by a user and should come from eventPool with ZE_EVENT_POOL_FLAG_KERNEL_TIMESTAMP
.
The timing data from the event would be availible per the task completion of the devcie and should be retrieved by zeEventQueryKernelTimestamp(
event, ×tamp);