Sync master with upstream release b6189 #207
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- Launch an appropriate number of invocations (next larger power of two). 32 invocations is common and the barrier is much cheaper there. - Specialize for "needs bounds checking" vs not. - Make the code less branchy and [[unroll]] the loops. In the final code, I see no branches inside the main loop (only predicated stores) when needs_bounds_check is false. - Always sort ascending, then apply the ascending vs descending option when doing the final stores to memory. - Copy the values into shared memory, makes them slightly cheaper to access.
* fix hang in windows-latest-cmake-hip * apply fix to release as well
ggml-org#15367) * force patch_embd weights to f32 * use MmprojModel base tensor_force_quant instead
…rg#15355) * vulkan: Use larger workgroups for mul_mat_vec when M is small Also use subgroup instructions for (part of) the reduction when supported. Without this, the more expensive reductions would eat into the benefits of the larger workgroups. * update heuristic for amd/intel Co-authored-by: 0cc4m <[email protected]> --------- Co-authored-by: 0cc4m <[email protected]>
Add tracking for high watermark cache usage and make it available in /metrics endpoint. Use-case: Tracking largest needed cache usage under realistic workload to better understand memory requirements and be able to adjust cache size/quantization for model/cache accordingly.
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Updates dev branch with latest release (b6189) from ggml-org/llama.cpp