From ecc07f10e0a47f9bc97805522c6a1429db3d3708 Mon Sep 17 00:00:00 2001 From: ndyysheep <1204623560@qq.com> Date: Thu, 14 Nov 2024 16:36:38 +0800 Subject: [PATCH 01/13] hao --- docs/api/paddle/scatter_nd_add_cn.rst | 11 +++- docs/api/paddle/scatter_nd_add_en.rst | 69 +++++++++++++++++++++++ docs/images/api_legend/scatter_nd_ad.png | Bin 0 -> 11910 bytes 3 files changed, 79 insertions(+), 1 deletion(-) create mode 100644 docs/api/paddle/scatter_nd_add_en.rst create mode 100644 docs/images/api_legend/scatter_nd_ad.png diff --git a/docs/api/paddle/scatter_nd_add_cn.rst b/docs/api/paddle/scatter_nd_add_cn.rst index e99e4159a30..ed14829f9a5 100644 --- a/docs/api/paddle/scatter_nd_add_cn.rst +++ b/docs/api/paddle/scatter_nd_add_cn.rst @@ -57,4 +57,13 @@ Tensor,数据类型和形状都与 :code:`x` 相同。 代码示例 :::::::::::: -COPY-FROM: paddle.scatter_nd_add + + output = [0, 22, 12, 14, 4, 5] + +**示例一图解说明**: + + 在这个示例中,通过 Paddle 的 scatter_nd_add 函数对张量 x 进行稀疏加法操作。初始张量 x 为 [0, 1, 2, 3, 4, 5],通过 index 指定需要更新的索引位置,并使用 updates 中的值进行累加。scatter_nd_add 函数会根据 index 的位置逐步累加 updates 中的对应值,而不是替换原有值,最终得到输出张量为 [0, 22, 12, 14, 4, 5],实现了对张量部分元素的累加更新而保持其他元素不变。 + .. figure:: ../../images/api_legend/scatter_nd_add.png + :width: 700 + :alt: 示例一图示 + :align: center diff --git a/docs/api/paddle/scatter_nd_add_en.rst b/docs/api/paddle/scatter_nd_add_en.rst new file mode 100644 index 00000000000..716e9755b32 --- /dev/null +++ b/docs/api/paddle/scatter_nd_add_en.rst @@ -0,0 +1,69 @@ +.. _en_api_paddle_scatter_nd_add: + +scatter_nd_add +------------------------------- + +.. py:function:: paddle.scatter_nd_add(x, index, updates, name=None) + + + + +Performs sparse addition on individual values or slices in a Tensor, resulting in an output Tensor. + +:code:`x` is a Tensor with a dimension of :code:`R`. :code:`index` is a Tensor with a dimension of :code:`K`, which means that the shape of :code:`index` is :math:`[i_0, i_1, ..., i_{K-2}, Q]`, where :math:`Q \leq R`. :code:`updates` is a Tensor with a dimension of :math:`K - 1 + R - Q` and a shape of :math:`index.shape[:-1] + x.shape[index.shape[-1]:]`. + +According to the :math:`[i_0, i_1, ..., i_{K-2}]` of :code:`index`, it selects the corresponding :code:`updates` slice and adds it to the :code:`x` slice obtained by the last dimension of :code:`index`, resulting in the final output Tensor. + +Examples: + +:: + + - Example 1: + x = [0, 1, 2, 3, 4, 5] + index = [[1], [2], [3], [1]] + updates = [9, 10, 11, 12] + + Result: + + output = [0, 22, 12, 14, 4, 5] + + - Example 2: + x = [[65, 17], [-14, -25]] + index = [[], []] + updates = [[[-1, -2], [1, 2]], + [[3, 4], [-3, -4]]] + x.shape = (2, 2) + index.shape = (2, 0) + updates.shape = (2, 2, 2) + + Result: + + output = [[67, 19], [-16, -27]] + + +Parameters +:::::::::::: + + - **x** (Tensor) - The input tensor, data type can be int32, int64, float32, float64. + - **index** (Tensor) - The index tensor, data type must be non-negative int32 or non-negative int64. Its dimension :code:`index.ndim` must be greater than 1, and :code:`index.shape[-1] <= x.ndim` + - **updates** (Tensor) - The update tensor, which must have the same data type as :code:`x`. Its shape must be :code:`index.shape[:-1] + x.shape[index.shape[-1]:]`. + - **name** (str, optional) - For more details, refer to :ref:`api_guide_Name`. Generally, this does not need to be set. Default is None. + +Returns +:::::::::::: + +A tensor with the same data type and shape as :code:`x`. + +Example Code +:::::::::::: + + + output = [0, 22, 12, 14, 4, 5] + +**Explanation of Example 1**: + +In this example, the scatter_nd_add function of Paddle performs sparse addition on the tensor `x`. The initial tensor `x` is `[0, 1, 2, 3, 4, 5]`. The `index` specifies the positions to be updated, and the values in `updates` are used to accumulate them. The scatter_nd_add function will add the corresponding values in `updates` to the specified positions in `x`, rather than replacing the original values. Finally, the output tensor is `[0, 22, 12, 14, 4, 5]`, achieving the cumulative update of specific elements in the tensor while keeping other elements unchanged. + .. figure:: ../../images/api_legend/scatter_nd_add.png + :width: 700 + :alt: Example 1 Illustration + :align: center diff --git a/docs/images/api_legend/scatter_nd_ad.png b/docs/images/api_legend/scatter_nd_ad.png new file mode 100644 index 0000000000000000000000000000000000000000..54d30b6422d50bafac1d553a70e92b6c6fa3dc50 GIT binary patch literal 11910 zcmb7KWmFtZu*C@u!Ce9b0%3822lwC*Y;g@Btlci;9YFk0U2nduh zU-kRI+iV}`^J}ePakK!Io()k{+(CzaM?qmiQIVI?1FalqyLe@{Q4A+CAn=KPRLOKW zm{5($70P9PAT7JrU|)N9H2=eZLknx5mlKBhc!~mO=G|GDA1)S?iL2+WPA8?-Y40pk z@`K?|_g5Z{DTDC1pxaZ!`f2uCB<#BL?kUh{#ipUvYDy+6_{QU@|38#1qB?zl1=fZS z!cjWSL%31@TDkp_S`9MaFgtcxVZ09EPOM*oH9@ZT`%V6B{+fFizt-~5cISR|4e(n} zA2K=~`gXk!j(YHX@^Q==bcIO;7vVwUy8tH7@vYRjZ0)W;EQ;lj(EbPW1!j41Yy)); znUdm&ek;C0)yfz@!oU-`ytW~PK1fxyvyo-$ouB!C>i?#I2D2PG+2UIO$V@nfX6tpw-?n`tp~VlU~iqbNSO 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-Performs sparse addition on individual values or slices in a Tensor, resulting in an output Tensor. - -:code:`x` is a Tensor with a dimension of :code:`R`. :code:`index` is a Tensor with a dimension of :code:`K`, which means that the shape of :code:`index` is :math:`[i_0, i_1, ..., i_{K-2}, Q]`, where :math:`Q \leq R`. :code:`updates` is a Tensor with a dimension of :math:`K - 1 + R - Q` and a shape of :math:`index.shape[:-1] + x.shape[index.shape[-1]:]`. - -According to the :math:`[i_0, i_1, ..., i_{K-2}]` of :code:`index`, it selects the corresponding :code:`updates` slice and adds it to the :code:`x` slice obtained by the last dimension of :code:`index`, resulting in the final output Tensor. - -Examples: - -:: - - - Example 1: - x = [0, 1, 2, 3, 4, 5] - index = [[1], [2], [3], [1]] - updates = [9, 10, 11, 12] - - Result: - - output = [0, 22, 12, 14, 4, 5] - - - Example 2: - x = [[65, 17], [-14, -25]] - index = [[], []] - updates = [[[-1, -2], [1, 2]], - [[3, 4], [-3, -4]]] - x.shape = (2, 2) - index.shape = (2, 0) - updates.shape = (2, 2, 2) - - Result: - - output = [[67, 19], [-16, -27]] - - -Parameters -:::::::::::: - - - **x** (Tensor) - The input tensor, data type can be int32, int64, float32, float64. - - **index** (Tensor) - The index tensor, data type must be non-negative int32 or non-negative int64. Its dimension :code:`index.ndim` must be greater than 1, and :code:`index.shape[-1] <= x.ndim` - - **updates** (Tensor) - The update tensor, which must have the same data type as :code:`x`. Its shape must be :code:`index.shape[:-1] + x.shape[index.shape[-1]:]`. - - **name** (str, optional) - For more details, refer to :ref:`api_guide_Name`. Generally, this does not need to be set. Default is None. - -Returns -:::::::::::: - -A tensor with the same data type and shape as :code:`x`. - -Example Code -:::::::::::: - - - output = [0, 22, 12, 14, 4, 5] - -**Explanation of Example 1**: - -In this example, the scatter_nd_add function of Paddle performs sparse addition on the tensor `x`. The initial tensor `x` is `[0, 1, 2, 3, 4, 5]`. The `index` specifies the positions to be updated, and the values in `updates` are used to accumulate them. The scatter_nd_add function will add the corresponding values in `updates` to the specified positions in `x`, rather than replacing the original values. Finally, the output tensor is `[0, 22, 12, 14, 4, 5]`, achieving the cumulative update of specific elements in the tensor while keeping other elements unchanged. - .. figure:: ../../images/api_legend/scatter_nd_add.png - :width: 700 - :alt: Example 1 Illustration - :align: center From 0112762b61840eada7f05d095f496c92b68f584b Mon Sep 17 00:00:00 2001 From: Xinyu Yang <102154774+ndyysheep@users.noreply.github.com> Date: Thu, 28 Nov 2024 15:09:38 +0800 Subject: [PATCH 03/13] Update scatter_nd_add_cn.rst --- docs/api/paddle/scatter_nd_add_cn.rst | 1 - 1 file changed, 1 deletion(-) diff --git a/docs/api/paddle/scatter_nd_add_cn.rst b/docs/api/paddle/scatter_nd_add_cn.rst index ed14829f9a5..60044f71845 100644 --- a/docs/api/paddle/scatter_nd_add_cn.rst +++ b/docs/api/paddle/scatter_nd_add_cn.rst @@ -58,7 +58,6 @@ Tensor,数据类型和形状都与 :code:`x` 相同。 :::::::::::: - output = [0, 22, 12, 14, 4, 5] **示例一图解说明**: From ee0a6b406ef158d388879d47a7b3a308f86b4fa9 Mon Sep 17 00:00:00 2001 From: Xinyu Yang <102154774+ndyysheep@users.noreply.github.com> Date: Thu, 28 Nov 2024 15:10:10 +0800 Subject: [PATCH 04/13] Update scatter_nd_add_cn.rst --- docs/api/paddle/scatter_nd_add_cn.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/api/paddle/scatter_nd_add_cn.rst b/docs/api/paddle/scatter_nd_add_cn.rst index 60044f71845..1efa783247a 100644 --- a/docs/api/paddle/scatter_nd_add_cn.rst +++ b/docs/api/paddle/scatter_nd_add_cn.rst @@ -57,7 +57,7 @@ Tensor,数据类型和形状都与 :code:`x` 相同。 代码示例 :::::::::::: - +COPY-FROM: paddle.scatter_nd_add **示例一图解说明**: From 6a866c218687154681227bad3f504c43672b8111 Mon Sep 17 00:00:00 2001 From: Xinyu Yang <102154774+ndyysheep@users.noreply.github.com> Date: Thu, 28 Nov 2024 15:13:11 +0800 Subject: [PATCH 05/13] Update scatter_nd_add_cn.rst --- docs/api/paddle/scatter_nd_add_cn.rst | 3 --- 1 file changed, 3 deletions(-) diff --git a/docs/api/paddle/scatter_nd_add_cn.rst b/docs/api/paddle/scatter_nd_add_cn.rst index 1efa783247a..313da3e258d 100644 --- a/docs/api/paddle/scatter_nd_add_cn.rst +++ b/docs/api/paddle/scatter_nd_add_cn.rst @@ -59,9 +59,6 @@ Tensor,数据类型和形状都与 :code:`x` 相同。 COPY-FROM: paddle.scatter_nd_add -**示例一图解说明**: - - 在这个示例中,通过 Paddle 的 scatter_nd_add 函数对张量 x 进行稀疏加法操作。初始张量 x 为 [0, 1, 2, 3, 4, 5],通过 index 指定需要更新的索引位置,并使用 updates 中的值进行累加。scatter_nd_add 函数会根据 index 的位置逐步累加 updates 中的对应值,而不是替换原有值,最终得到输出张量为 [0, 22, 12, 14, 4, 5],实现了对张量部分元素的累加更新而保持其他元素不变。 .. figure:: ../../images/api_legend/scatter_nd_add.png :width: 700 :alt: 示例一图示 From 29d57752e588666cea886208db80df379912ed68 Mon Sep 17 00:00:00 2001 From: Xinyu Yang <102154774+ndyysheep@users.noreply.github.com> Date: Thu, 28 Nov 2024 15:38:37 +0800 Subject: [PATCH 06/13] Delete docs/images/api_legend/scatter_nd_ad.png --- docs/images/api_legend/scatter_nd_ad.png | Bin 11910 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 docs/images/api_legend/scatter_nd_ad.png diff --git a/docs/images/api_legend/scatter_nd_ad.png 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zM|sWfY^XTt9rx*yHqZl236QlJK;JqtRsLKgzBl9JA@O|$UfcG5zO+#2@_ESNF8hBR zUAYakj$SzKaAIJG@7|Bcq?a$wS$!UOmcMDYBPc+3LC+dH$jW`vIO)>0LeA}n-}B8^ z-wCY5Bjnfm>h6x(e|#P2fU?`LPy@0Z3zTxaJlYNb&E~k~2o5KpqhP3y4-)+_K5!qk z6?obbp`_`-3-D3{gc6RX#gNGkB%zUR(1{HZf9zjN@}2DI+rNzg2s~Z=T-G@yGywpO CL&S;z literal 0 HcmV?d00001 From 808459aba02308476550507b43cd918f34f552cd Mon Sep 17 00:00:00 2001 From: Xinyu Yang <102154774+ndyysheep@users.noreply.github.com> Date: Fri, 29 Nov 2024 11:09:28 +0800 Subject: [PATCH 08/13] Update scatter_nd_add_cn.rst --- docs/api/paddle/scatter_nd_add_cn.rst | 3 +++ 1 file changed, 3 insertions(+) diff --git a/docs/api/paddle/scatter_nd_add_cn.rst b/docs/api/paddle/scatter_nd_add_cn.rst index 313da3e258d..fee2024d27d 100644 --- a/docs/api/paddle/scatter_nd_add_cn.rst +++ b/docs/api/paddle/scatter_nd_add_cn.rst @@ -41,6 +41,9 @@ scatter_nd_add output = [[67, 19], [-16, -27]] +**示例一图解说明**: + + 在这个示例中,通过 Paddle 的 scatter_nd_add 函数对张量 x 进行稀疏加法操作。初始张量 x 为 [0, 1, 2, 3, 4, 5],通过 index 指定需要更新的索引位置,并使用 updates 中的值进行累加。scatter_nd_add 函数会根据 index 的位置逐步累加 updates 中的对应值,最终得到输出张量为 [0, 22, 12, 14, 4, 5],实现了对张量部分元素的累加更新而保持其他元素不变。 参数 :::::::::::: From 8fadf1bc1cf270ed24de75c0c167ea9f0247dc58 Mon Sep 17 00:00:00 2001 From: Xinyu Yang <102154774+ndyysheep@users.noreply.github.com> Date: Tue, 3 Dec 2024 11:00:04 +0800 Subject: [PATCH 09/13] Update scatter_nd_add_cn.rst --- docs/api/paddle/scatter_nd_add_cn.rst | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/docs/api/paddle/scatter_nd_add_cn.rst b/docs/api/paddle/scatter_nd_add_cn.rst index fee2024d27d..08868680c83 100644 --- a/docs/api/paddle/scatter_nd_add_cn.rst +++ b/docs/api/paddle/scatter_nd_add_cn.rst @@ -44,6 +44,10 @@ scatter_nd_add **示例一图解说明**: 在这个示例中,通过 Paddle 的 scatter_nd_add 函数对张量 x 进行稀疏加法操作。初始张量 x 为 [0, 1, 2, 3, 4, 5],通过 index 指定需要更新的索引位置,并使用 updates 中的值进行累加。scatter_nd_add 函数会根据 index 的位置逐步累加 updates 中的对应值,最终得到输出张量为 [0, 22, 12, 14, 4, 5],实现了对张量部分元素的累加更新而保持其他元素不变。 + .. figure:: ../../images/api_legend/scatter_nd_add.png + :width: 700 + :alt: 示例一图示 + :align: center 参数 :::::::::::: @@ -61,8 +65,3 @@ Tensor,数据类型和形状都与 :code:`x` 相同。 :::::::::::: COPY-FROM: paddle.scatter_nd_add - - .. figure:: ../../images/api_legend/scatter_nd_add.png - :width: 700 - :alt: 示例一图示 - :align: center From e98eeed915bdaa3790cdeaaf85c4909b7866eab2 Mon Sep 17 00:00:00 2001 From: Xinyu Yang <102154774+ndyysheep@users.noreply.github.com> Date: Tue, 3 Dec 2024 11:00:56 +0800 Subject: [PATCH 10/13] Update scatter_nd_add_cn.rst --- docs/api/paddle/scatter_nd_add_cn.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/api/paddle/scatter_nd_add_cn.rst b/docs/api/paddle/scatter_nd_add_cn.rst index 08868680c83..20dcaf4679d 100644 --- a/docs/api/paddle/scatter_nd_add_cn.rst +++ b/docs/api/paddle/scatter_nd_add_cn.rst @@ -44,6 +44,7 @@ scatter_nd_add **示例一图解说明**: 在这个示例中,通过 Paddle 的 scatter_nd_add 函数对张量 x 进行稀疏加法操作。初始张量 x 为 [0, 1, 2, 3, 4, 5],通过 index 指定需要更新的索引位置,并使用 updates 中的值进行累加。scatter_nd_add 函数会根据 index 的位置逐步累加 updates 中的对应值,最终得到输出张量为 [0, 22, 12, 14, 4, 5],实现了对张量部分元素的累加更新而保持其他元素不变。 + .. figure:: ../../images/api_legend/scatter_nd_add.png :width: 700 :alt: 示例一图示 From 53fb1a76181dd47297aa37f6db1c83e3d9c10a30 Mon Sep 17 00:00:00 2001 From: Xinyu Yang <102154774+ndyysheep@users.noreply.github.com> Date: Tue, 3 Dec 2024 11:02:20 +0800 Subject: [PATCH 11/13] Update scatter_nd_add_cn.rst From 5763509c55594bb3d36336c47bff01a790c0e547 Mon Sep 17 00:00:00 2001 From: Xinyu Yang <102154774+ndyysheep@users.noreply.github.com> Date: Tue, 3 Dec 2024 11:03:55 +0800 Subject: [PATCH 12/13] Update scatter_nd_add_cn.rst --- docs/api/paddle/scatter_nd_add_cn.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/api/paddle/scatter_nd_add_cn.rst b/docs/api/paddle/scatter_nd_add_cn.rst index 20dcaf4679d..c6addd0e448 100644 --- a/docs/api/paddle/scatter_nd_add_cn.rst +++ b/docs/api/paddle/scatter_nd_add_cn.rst @@ -45,7 +45,7 @@ scatter_nd_add 在这个示例中,通过 Paddle 的 scatter_nd_add 函数对张量 x 进行稀疏加法操作。初始张量 x 为 [0, 1, 2, 3, 4, 5],通过 index 指定需要更新的索引位置,并使用 updates 中的值进行累加。scatter_nd_add 函数会根据 index 的位置逐步累加 updates 中的对应值,最终得到输出张量为 [0, 22, 12, 14, 4, 5],实现了对张量部分元素的累加更新而保持其他元素不变。 - .. figure:: ../../images/api_legend/scatter_nd_add.png + .. image:: ../../images/api_legend/scatter_nd_add.png :width: 700 :alt: 示例一图示 :align: center From 4a0ce5a2b847a65c21849b7fe0e8c9da3044cf4c Mon Sep 17 00:00:00 2001 From: Xinyu Yang <102154774+ndyysheep@users.noreply.github.com> Date: Tue, 3 Dec 2024 18:11:13 +0800 Subject: [PATCH 13/13] Rename scatter_nd_ad.png to scatter_nd_add.png --- .../{scatter_nd_ad.png => scatter_nd_add.png} | Bin 1 file changed, 0 insertions(+), 0 deletions(-) rename docs/images/api_legend/{scatter_nd_ad.png => scatter_nd_add.png} (100%) diff --git a/docs/images/api_legend/scatter_nd_ad.png b/docs/images/api_legend/scatter_nd_add.png similarity index 100% rename from docs/images/api_legend/scatter_nd_ad.png rename to docs/images/api_legend/scatter_nd_add.png