c3e08f4700
New operators: - GGML_OP_SET: implement via aclnnInplaceCopy on target region - GGML_OP_CUMSUM: implement via aclnnCumsum - GGML_OP_FILL: implement via aclnnInplaceFillScalar - GGML_OP_DIAG: implement via aclnnInplaceCopy on diagonal strides - GGML_OP_TRI (lower/lower_diag/upper_diag/upper): implement via aclnnTril(-1/0) and aclnnTriu(0/1) with appropriate diagonal offsets - GGML_OP_SOLVE_TRI: implement via aclnnTriangularSolve - GGML_UNARY_OP_SOFTPLUS: implement via aclnnSoftplus Optimizations: - GLU (SwiGLU/GeGLU/GeGLU_ERF/GeGLU_QUICK): fuse with aclnnSwiGlu / aclnnGeGluV3 when applicable; fallback conditions now checked inside each function rather than at the call site - CROSS_ENTROPY_LOSS: replace 5-kernel sequence (LogSoftmax→Mul→ ReduceSum×2→Muls) with single aclnnSoftmaxCrossEntropyWithLogits call - L2_NORM: fix in-place ClampMin on norm result (was clamping wrong tensor); add eps clamping before division to avoid divide-by-zero - PAD_REFLECT_1D: eliminate per-ne[3] loop; assert contiguity and call ReflectionPad1d once on the full 4-D view; remove redundant nb copies - GET_ROWS: replace IndexSelect with GatherV2 per batch slice; refactor helper into gather_batched lambda with batch loop inlined - SET_ROWS: replace IndexCopy with InplaceIndexCopy per batch slice; refactor helper into scatter_batched lambda with batch loop inlined - OUT_PROD: replace O(ne[3]*ne[2]*ne[1]) Ger+InplaceAdd loop with per-slice Matmul loop (src0 @ src1^T); handles strided-broadcast batch dims where ne02/ne03 may differ from ne2/ne3 - backend memset_tensor: implement via aclrtMemset (was NULL) Bug fixes: - COUNT_EQUAL: use non-inplace EqTensor into a same-type temporary buffer instead of InplaceEqTensor, avoiding corruption of src0 - ACL graph cache (USE_ACL_GRAPH): restore node_type and src_type[] fields in ggml_graph_node_properties; has_matching_properties() was missing type checks, causing F16 and BF16 tensors (same nb[0]=2) to incorrectly share cached graphs and produce wrong results (ERR≈679) - graph cache op_params matching: compare full GGML_MAX_OP_PARAMS bytes so that ops differing only in parameters are not incorrectly replayed from cache |
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| .gitignore | ||
| CMakeLists.txt | ||