Another big tensor fix b9820
Mirrored from r/LocalLLaMA for archival readability. Support the source by reading on the original site.
sched : reintroduce less synchronizations during split compute (#20793)
- CUDA: Improve performance via less synchronizations between token (#17795)
- Adds CPU-to-CUDA copy capability to ggml_backend_cuda_cpy_tensor_async()
- Adds function to relax sync requirements between input copies on supported backends (CUDA for now)
- Exchanges synchronous copy with async copy function.
- Adds macro guards to allow compilation in non-CUDA builds
- Reworked backend detection in ggml-backend.cpp to avoid linking conflicts
- Relax requirement of checks in async CUDA copies from backend and buffer type to just buffer type, to avoid linking issues
- Minor cleanup
- Makes opt-in to relax use of explicit syncs more general. Backends like vulkan which require a synchronization between HtoD copies and graph execution could also adopt this change now.
- Reintroduces stricter check for CPU->CUDA backend async copy via GGML_DEVICE_TYPE_CPU.
- Corrects initialization of ggml_backend_sync_mode in ggml_backend_sched_split initialization
- Simplifies synchronizations to adhere to
saaasgpattern. - Apply suggestion from u/ggerganov (src->buffer to buf_src)
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