[Bug]Ark0.4.1 multi_gou_tutorial.py run error
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- Dominant language
- C++
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Description
Describe the bug
ark0.4.1: run multi_gou_tutorial.py fail in sched_default.cc
line393 in configure_gpu_buf, tensor.cc line246 in update_pads, errors as follow:
invalid padding detected. This is likely caused because one GPU buffer is used by multiple operators that require different padding. A possible workaround is to let each operator use a different buffer by creating a new tensor rather than overwriting an existing tensor op name:send.
To Reproduce
run multi_gou_tutorial.py in ark0.4.1
Expected behavior
- explain why has the error;
- what relationship "ldims, type_bytes, tile" between ref_tensor and this_tensor satisfy in updae_pads?
System (please complete the following information):
- ark0.4.1
- OS: [e.g. Ubuntu18.04]
- GPU [A100]
- Networking Environment [Single-node, Multi-gpu]
Additional context
Add any other context about the problem here.
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First steps
- Read the whole issue, then the project's contributing guide.
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- Open a pull request that references the issue number.
Research direction
Run multi_gou_tutorial.py on the reported Ark 0.4.1 setup and inspect the failure in sched_default.cc line 393 and tensor.cc line 246. Trace configure_gpu_buf and update_pads to determine why the padding is invalid and document the required relationship among ldims, type_bytes, and tile for ref_tensor and this_tensor.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp, python
- Domain
- ai-infra-agents
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100