sycl: add RMS_NORM_BACK operation support (#16808)
* sycl: add RMS_NORM_BACK operation support * sycl: rms_norm_back: add dual reduction paths (FP64 and FP32) and savepoint before further changes * sycl: add RMS_NORM_BACK support Implement RMS_NORM_BACK for the SYCL backend using FP32 compensated parallel reduction. Minimal docs updates (ops.md / SYCL.csv). * revert: restore .gitignore and tools/run/CMakeLists.txt to upstream * revert: restore tests/CMakeLists.txt to upstream * sycl: optimize rms_norm_back * fix: restore SYCL.csv to correct state with RMS_NORM_BACK support * Update ggml/src/ggml-sycl/norm.cpp Co-authored-by: Neo Zhang Jianyu <jianyu.zhang@intel.com> * fix: remove trailing whitespace and add missing newline (EditorConfig) --------- Co-authored-by: Neo Zhang Jianyu <jianyu.zhang@intel.com>
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| REPEAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | ❌ |
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| REPEAT_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
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| RMS_NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ❌ |
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| RMS_NORM_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
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| RMS_NORM_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ |
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| RMS_NORM_MUL_ADD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
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| ROLL | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ |
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| ROPE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
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