cuda : revert CUDA_SCALE_LAUNCH_QUEUES override until investigated (llama/19227)
Hangs were reported on Jetson Orin AGX if we set CUDA_SCALE_LAUNCH_QUEUES=4x. Reverting the previous PR (#19042) and updating the document to consider setting CUDA_SCALE_LAUNCH_QUEUES=4x for faster throughput on multi-GPU systems.
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@ -5049,16 +5049,6 @@ ggml_backend_reg_t ggml_backend_cuda_reg() {
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static std::mutex mutex;
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std::lock_guard<std::mutex> lock(mutex);
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if (!initialized) {
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// Set CUDA_SCALE_LAUNCH_QUEUES before any CUDA API call to improve multi-GPU pipeline parallelism performance
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// PR: https://github.com/ggml-org/llama.cpp/pull/19042
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if (getenv("CUDA_SCALE_LAUNCH_QUEUES") == nullptr) {
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#ifdef _WIN32
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_putenv_s("CUDA_SCALE_LAUNCH_QUEUES", "4x");
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#else
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setenv("CUDA_SCALE_LAUNCH_QUEUES", "4x", 0); // don't overwrite if already set
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#endif // _WIN32
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}
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ggml_backend_cuda_reg_context * ctx = new ggml_backend_cuda_reg_context;
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const int min_batch_size = getenv("GGML_OP_OFFLOAD_MIN_BATCH") ? atoi(getenv("GGML_OP_OFFLOAD_MIN_BATCH")) : 32;
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