huggingface / huggingface/candle
Change llama_multiprocess to multithread and execute the exp of silu to report an error.
- Dominant language
- Rust
- Stars
- 21k
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- Avg merge
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- Merged PRs (30d)
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Description
It seems that tensor is dropped, and others are fine.
When run this line code
[candle-examples/examples/llama_multithread/model.rs#L177](https://github.com/mokeyish/candle/blob/llam_multithread/candle-examples/examples/llama_multithread/model.rs#L177)
it throws an error as following:
```txt
Cuda(Load {
cuda: DriverError(CUDA_ERROR_ILLEGAL_ADDRESS, "an illegal memory access was encountered"),
module_name: "uexp_bf16"
})
```
The reproduce code [candle-examples/examples/llama_multithread/main.rs](https://github.com/mokeyish/candle/blob/llam_multithread/candle-examples/examples/llama_multithread/main.rs).
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Research direction
Start with candle-examples/examples/llama_multithread/main.rs to run the reproduction, then inspect candle-examples/examples/llama_multithread/model.rs around line 177. Trace the multiprocess-to-multithread execution and the silu exp operation; done means the reproduction no longer reports CUDA_ERROR_ILLEGAL_ADDRESS at uexp_bf16.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- rust
- Domain
- backend, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100