[pull] master from ggerganov:master #157
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This is an incremental improvement over #9118 to get work to the GPU a bit sooner. The first part is to start with a smaller number of nodes before the first submit, and ramp it up to the current 100 nodes/submit. The second part is to reduce the dryrun overhead for all the nodes that just need to request descriptor space. With these changes I get around 1-2% speedup on RTX 4070 combined with my old Haswell-era CPU.
* [cann] RoPE operator optimization * [CANN]Code Formatting --------- Co-authored-by: noemotiovon <[email protected]>
This PR fixes the failing MUL_MAT tests for the sycl backend.
* cleanup UI link list * sort list alphabetically * add missing licenses
* imatrix-combine-only idea * ensured that behavior consistent with log
* server : add split model test * add test speculative * add invalid cases
* ggml : move AMX to the CPU backend --------- Co-authored-by: Georgi Gerganov <[email protected]>
* subgroup 64 version with subgroup add. 15% faster scalable version tested for subgroup sizes 16-128 * check for subgroup multiple of 16 and greater than 16 * subgroup sizes are always a power of 2 (KhronosGroup/GLSL#45) * force 16 sequential threads per block * make 16 subgroup size a constant
* readme : refresh * readme : move section [no ci] * readme : clarify [no ci] * readme : fixes [no ci] * readme : more fixes [no ci] * readme : simplify [no ci] * readme : clarify GGUF
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