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neuralnet-cpp-dev
neuralnet.cpp
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融合 AOT:结构脱离运行期值(步骤①②③ + 自登记前置)
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Oct 1, 2026
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融合 AOT:结构脱离运行期值(步骤①②③ + 自登记前置)
#14
EthanPeng-2048
merged 17 commits into
main
neuralnet-cpp-dev/neuralnet.cpp:main
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feat/fused-self-register
neuralnet-cpp-dev/neuralnet.cpp:feat/fused-self-register
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融合 AOT 步骤①:常量池值退出 expr_spec_key(key 只描述结构)
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融合 AOT 步骤②:matmul 转置退出 expr_spec_key(运行期 operand layout)
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融合 AOT 步骤③:分组归约 R 退出 expr_spec_key(运行期循环)
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融合 AOT 步骤⑤前置:符号张量不再触发 CPU 视图缓存断言
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融合 AOT 步骤⑤:dsl::compute 自登记锚点(结构覆盖不再依赖手写清单)
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融合 AOT 步骤⑥(修订):锚点覆盖台账 + 签名缺口报告
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融合 AOT 步骤⑥·补:模型级签名 pass(run-only 签名 7/7 → 2/7)
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融合 AOT 步骤⑥·补2:模型 pass 配置矩阵 + 分项来源台账
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融合 AOT 步骤⑥·补3:删除 13 个已被模型 pass 覆盖的 per-layer dry-run 块(−223 行)
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run-only 签名回填:fold · 文档掩码 f16 变体(--f16 --doc-mask 的 miss)
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run-only 签名回填:MNIST/CNN f16 训练的 8 条 miss(含 per-layer 块删除引入的 2 条)
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AOT 融合 key 契约测试:把"结构 = 表达式类型"锁进 CI
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AOT 融合构建期收为单步:gen_fused 并入 scan_exprs,删除 bin 序列化
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文档修正:去掉对已删除文件 gen_fused.cpp 的当前态引用
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run-only 签名回填:text_train(tinystories smoke)× f16 的 2 条 miss
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锚点价值运行时验证 + 闭合世界报错带 key
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文档同步:AGENTS.md 跟进 AOT 融合现状 + 13 号清单归档入库
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