From 128598ffe1eb77ab50ccde84eb437999000e57da Mon Sep 17 00:00:00 2001 From: Ricardo-shuo-liu <13838152117@139.com> Date: Thu, 30 Oct 2025 07:13:56 +0800 Subject: [PATCH 1/4] fix-a2-a5 --- _typos.toml | 5 ----- docs/design/mkldnn/inplace/inplace.md | 2 +- docs/design/network/deep_speech_2.md | 2 +- .../api_design_guidelines_standard_cn.md | 2 +- docs/guides/paddle_v3_features/paddle_ir_cn.md | 4 ++-- 5 files changed, 5 insertions(+), 10 deletions(-) diff --git a/_typos.toml b/_typos.toml index d3031fb6f45..d8e41db1ba1 100644 --- a/_typos.toml +++ b/_typos.toml @@ -23,11 +23,6 @@ Nervana = "Nervana" # These words need to be fixed Accuray = "Accuray" -Adventages = "Adventages" -Archetecture = "Archetecture" -Asynchoronous = "Asynchoronous" -Attrbute = "Attrbute" -Attribtue = "Attribtue" Creenshot = "Creenshot" Embeddding = "Embeddding" Embeding = "Embeding" diff --git a/docs/design/mkldnn/inplace/inplace.md b/docs/design/mkldnn/inplace/inplace.md index cc3e4821e8d..5e4f0ae7669 100644 --- a/docs/design/mkldnn/inplace/inplace.md +++ b/docs/design/mkldnn/inplace/inplace.md @@ -15,7 +15,7 @@ Currently assumption is that if operator can have in-place processing then all i - gelu* - sum** -Adventages of in-place computation are: +Advantages of in-place computation are: * lower memory usage * improved performance of operators diff --git a/docs/design/network/deep_speech_2.md b/docs/design/network/deep_speech_2.md index 5497c022bd4..aaaab971bb5 100644 --- a/docs/design/network/deep_speech_2.md +++ b/docs/design/network/deep_speech_2.md @@ -117,7 +117,7 @@ The classical DS2 network contains 15 layers (from bottom to top):

-Figure 1. Archetecture of Deep Speech 2 Network. +Figure 1. Architecture of Deep Speech 2 Network.
We don't have to persist on this 2-3-7-1-1-1 depth \[[2](#references)\]. Similar networks with different depths might also work well. As in \[[1](#references)\], authors use a different depth (e.g. 2-2-3-1-1-1) for final experiments. diff --git a/docs/dev_guides/api_contributing_guides/api_design_guidelines_standard_cn.md b/docs/dev_guides/api_contributing_guides/api_design_guidelines_standard_cn.md index d13d20995cb..c28310924ba 100644 --- a/docs/dev_guides/api_contributing_guides/api_design_guidelines_standard_cn.md +++ b/docs/dev_guides/api_contributing_guides/api_design_guidelines_standard_cn.md @@ -538,7 +538,7 @@ | 级联 | coalesced | | | 数据并行 | data parallelism | | | 模型并行 | model parallelism | | -| 异步随机梯度下降 | Asynchoronous Stochastic Gradient Descent | | +| 异步随机梯度下降 | Asynchronous Stochastic Gradient Descent | | | 参数服务器 | parameter server | | | 模型压缩 | model compression | | | 动态结构 | dynamic structure | | diff --git a/docs/guides/paddle_v3_features/paddle_ir_cn.md b/docs/guides/paddle_v3_features/paddle_ir_cn.md index 567399b09fe..afc1fbb043a 100644 --- a/docs/guides/paddle_v3_features/paddle_ir_cn.md +++ b/docs/guides/paddle_v3_features/paddle_ir_cn.md @@ -9,7 +9,7 @@ 在深度学习框架 IR 概念中，「顺序性」和「图语义」是两个非常高频常用的概念。旧的中间表示体系由「顺序性」ProgramDesc 和「图语义」Graph 两个核心类共同承载。用户在静态图 API 或者动转静模块下，产生的中间表示是 Op-by-Op 的 Program，如果要应用更高层面的优化策略（比如算子融合、inplace 策略、剪枝等），框架会将由 Program 构造出 Graph，其由数据节点、算子节点和彼此关联的边构成。 -在新的 Paddle IR 中，飞桨在底层抽象了一套高度可扩展的基础组件，包括 Type、Attrbute、Op、Trait 和 Interface，并引入了 Dialect 的概念，支持开发者灵活扩展、自由定制，提供了完备鲁邦的语义表达能力；在模型表示层，通过多 Dialect 模块化管理，统一多端表示，实现了训推一体的全架构统一表示，无缝衔接组合算子和编译器，支持自动优化和多硬件适配；在图变换层，通过统一底层模块，简化基础概念，向用户提供了低成本开发、易用高性能、丰富可插拔的 Pass 优化机制。 +在新的 Paddle IR 中，飞桨在底层抽象了一套高度可扩展的基础组件，包括 Type、Attribute、Op、Trait 和 Interface，并引入了 Dialect 的概念，支持开发者灵活扩展、自由定制，提供了完备鲁邦的语义表达能力；在模型表示层，通过多 Dialect 模块化管理，统一多端表示，实现了训推一体的全架构统一表示，无缝衔接组合算子和编译器，支持自动优化和多硬件适配；在图变换层，通过统一底层模块，简化基础概念，向用户提供了低成本开发、易用高性能、丰富可插拔的 Pass 优化机制。 飞桨的新一代的 IR 表示坚持 SSA（静态单赋值）原则，模型等价于一个有向无环图。并以 Value、Operation 对计算图进行抽象， Operation 为节点，Value 为边。 * Operation 表示计算图中的节点：一个 Operation 表示一个算子，它里面包含了零个或多个 Region；Region 表示一个闭包，它里面包含了零个或多个 Block；Block 表示一个符合 SSA 的基本块，里面包含了零个或多个 Operation；三者循环嵌套，可以实现任意复杂的语法结构 @@ -96,7 +96,7 @@ print(out) 如上左图所示，新一代 IR 的整体设计自底向上分为三层： ### 1.灵活的基础组件 -飞桨提供了 Trait 和 Interface 两种重要机制实现了对算子 Op 的特征和接口的抽象标记。 比如 InplaceTrait 表示一个 Op 具有 Inplace 特征， InferShapeInterface 表示一个算子定义了 InferShape 函数接口等，这二者都是可以任意扩展的，只要派生自相应的基类、遵循相应的实现规则即可；并对算子体系下核心概念抽出 Type、Attrbute、Op，这三者是基于 Trait 和 Interface 进行定义的。它们会对关联自己所拥有的相应 Trait 和 Interface ；Dialect 用来对 Type、Attribtue、Op 做模块化管理， 比如 BuiltinDialect、PaddleDialect、CinnDialect 等等。一个 Dialect 里面包含了一系列的 Type、Attribtue、Op 的定义。相应的，每个 Type、Attribtue、Op 都是定义在某个唯一的 Dialect 里面。对整个 IR 框架而言， Dialect 是可以随意插拔的，也是可以任意扩展的。 +飞桨提供了 Trait 和 Interface 两种重要机制实现了对算子 Op 的特征和接口的抽象标记。 比如 InplaceTrait 表示一个 Op 具有 Inplace 特征， InferShapeInterface 表示一个算子定义了 InferShape 函数接口等，这二者都是可以任意扩展的，只要派生自相应的基类、遵循相应的实现规则即可；并对算子体系下核心概念抽出 Type、Attribute、Op，这三者是基于 Trait 和 Interface 进行定义的。它们会对关联自己所拥有的相应 Trait 和 Interface ；Dialect 用来对 Type、Attribute、Op 做模块化管理， 比如 BuiltinDialect、PaddleDialect、CinnDialect 等等。一个 Dialect 里面包含了一系列的 Type、Attribute、Op 的定义。相应的，每个 Type、Attribute、Op 都是定义在某个唯一的 Dialect 里面。对整个 IR 框架而言， Dialect 是可以随意插拔的，也是可以任意扩展的。 这一层是 IR 适应多种场景的基础。这一层的每一个要素都是可定制化扩展的，一般情况下，针对一个具体的场景，比如分布式、编译器。都需要定义自己需要用到的 Trait、Interface，然后定义自己的 Dialect，在自己的 Dialect 里面，定义自己需要用到的 Type、Attribute、Op。 From e0e34c9453934b45316701ed6c6e44a37068a8c3 Mon Sep 17 00:00:00 2001 From: Ricardo-shuo-liu <13838152117@139.com> Date: Sat, 1 Nov 2025 10:19:03 +0800 Subject: [PATCH 2/4] fix-Accuray --- _typos.toml | 6 ++++-- .../cv/3D_image_classification_from_CT_scans.ipynb | 4 ++-- 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/_typos.toml b/_typos.toml index d8e41db1ba1..1ec3c990109 100644 --- a/_typos.toml +++ b/_typos.toml @@ -1,6 +1,9 @@ [files] # The following files will be excluded from spell check during commits -extend-exclude = [] +extend-exclude = [ + # Skip `Accuray ` check in these files + "docs/practices/cv/3D_image_classification_from_CT_scans.ipynb", +] [default] # Ignore 1-3 letter words, refer to https://github.com/crate-ci/typos/issues/1079 @@ -22,7 +25,6 @@ unsupport = "unsupport" Nervana = "Nervana" # These words need to be fixed -Accuray = "Accuray" Creenshot = "Creenshot" Embeddding = "Embeddding" Embeding = "Embeding" diff --git a/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb b/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb index fdc3821217d..a703bd12874 100644 --- a/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb +++ b/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb @@ -747,7 +747,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-12-23T11:14:46.430345Z", @@ -928,7 +928,7 @@ " valloss += loss.numpy()\n", " valtotal += 1\n", " print(\n", - " f\"epoch {epoch} val Loss {valloss / valtotal} Accuray {valacc / valtotal} \"\n", + " f\"epoch {epoch} val Loss {valloss / valtotal} Accuracy {valacc / valtotal} \"\n", " )\n", " # 只保存最优模型\n", " if valacc / valtotal > max_accuracy:\n", From 66d31db5db5b0c8f505b25e5989288da9d23e3a4 Mon Sep 17 00:00:00 2001 From: ooooo <3164076421@qq.com> Date: Sun, 2 Nov 2025 21:33:19 +0800 Subject: [PATCH 3/4] revert docs\practices\cv\3D_image_classification_from_CT_scans.ipynb change --- docs/practices/cv/3D_image_classification_from_CT_scans.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb b/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb index a703bd12874..7e287deca13 100644 --- a/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb +++ b/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb @@ -928,7 +928,7 @@ " valloss += loss.numpy()\n", " valtotal += 1\n", " print(\n", - " f\"epoch {epoch} val Loss {valloss / valtotal} Accuracy {valacc / valtotal} \"\n", + " f\"epoch {epoch} val Loss {valloss / valtotal} Accuray {valacc / valtotal} \"\n", " )\n", " # 只保存最优模型\n", " if valacc / valtotal > max_accuracy:\n", From 1b0a072bd9cf9d7d4e0551f1160cf485072872b4 Mon Sep 17 00:00:00 2001 From: ooooo <3164076421@qq.com> Date: Sun, 2 Nov 2025 21:39:10 +0800 Subject: [PATCH 4/4] revert docs\practices\cv\3D_image_classification_from_CT_scans.ipynb change --- docs/practices/cv/3D_image_classification_from_CT_scans.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb b/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb index 7e287deca13..fdc3821217d 100644 --- a/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb +++ b/docs/practices/cv/3D_image_classification_from_CT_scans.ipynb @@ -747,7 +747,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "metadata": { "execution": { "iopub.execute_input": "2022-12-23T11:14:46.430345Z",