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Jun 16, 2022
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fix and update 2.3.0 release note #4899

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a1422d2
fix typos: CRS -> CSR
SigureMo Jun 1, 2022
1652a2d
remove ResNeXt class API from 2.3.0 release note
SigureMo Jun 1, 2022
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8 changes: 4 additions & 4 deletions docs/release_note_cn.md
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Expand Up @@ -11,13 +11,13 @@

- 新增 4 个自动微分 API，11 个线性代数 API，21 个概率分布类 API，更好地支持科学计算、强化学习等场景。

- 新增 11 个 稀疏张量计算 API，支持创建 COO、CRS 格式的 Sparse Tensor 以及与 Tensor 互相转换等基础功能。
- 新增 11 个 稀疏张量计算 API，支持创建 COO、CSR 格式的 Sparse Tensor 以及与 Tensor 互相转换等基础功能。

- 新增 9 个框架性能分析 API，以`paddle.profiler.Profiler`为核心，提供对训练、推理过程中性能数据的收集、导出和统计的功能。

- 新增 7 个硬件设备管理 API，更好支持硬件相关信息获取。

- 新增多个视觉、文本领域 API，方便复用 MobileNetV3, ResNeXt等骨干网络，实现快速组网。
- 新增多个视觉、文本领域 API，方便复用 MobileNetV3, ResNeXt 等骨干网络，实现快速组网。

### 飞桨高可复用算子库 PHI

Expand Down Expand Up @@ -256,7 +256,7 @@ AssertionError: elu_ only support alpha >= 0, please use elu instead.

- 新增 `paddle.vision.models.MobileNetV3Small`、 `paddle.vision.models.MobileNetV3Large`、`paddle.vision.models.mobilenet_v3_small`、`paddle.vision.models.mobilenet_v3_large`，支持直接使用 MobileNetV3 模型。([#38653](https://github.com/PaddlePaddle/Paddle/pull/38653))

- 新增 `paddle.vision.models.ResNeXt`、 `paddle.vision.models.resnext50_32x4d`、 `paddle.vision.models.resnext50_64x4d`、`paddle.vision.models.resnext101_32x4d`、`paddle.vision.models.resnext101_64x4d`、`paddle.vision.models.resnext152_32x4d`、`paddle.vision.models.resnext152_64x4d`，支持直接使用 ResNeXt 模型。([#36070](https://github.com/PaddlePaddle/Paddle/pull/36070))
- 新增 `paddle.vision.models.resnext50_32x4d`、 `paddle.vision.models.resnext50_64x4d`、`paddle.vision.models.resnext101_32x4d`、`paddle.vision.models.resnext101_64x4d`、`paddle.vision.models.resnext152_32x4d`、`paddle.vision.models.resnext152_64x4d`，支持直接使用 ResNeXt 模型。([#36070](https://github.com/PaddlePaddle/Paddle/pull/36070))

- 新增 `paddle.vision.models.ShuffleNetV2`、 `paddle.vision.models.shufflenet_v2_x0_25`、`paddle.vision.models.shufflenet_v2_x0_33`、`paddle.vision.models.shufflenet_v2_x0_5`、`paddle.vision.models.shufflenet_v2_x1_0`、`paddle.vision.models.shufflenet_v2_x1_5`、`paddle.vision.models.shufflenet_v2_x2_0`、`paddle.vision.models.shufflenet_v2_swish`，支持直接使用 ShuffleNetV2 模型。([#36067](https://github.com/PaddlePaddle/Paddle/pull/36067))

Expand All @@ -272,7 +272,7 @@ AssertionError: elu_ only support alpha >= 0, please use elu instead.

- 新增 `paddle.text.ViterbiDecoder`、`paddle.text.viterbi_decode` Viterbi 解码 API，主要用于序列标注模型的预测。 ([#35778](https://github.com/PaddlePaddle/Paddle/pull/35778))

- 新增 11 个 Sparse 类 API，支持创建 COO、CRS 格式的Sparse Tensor，与 Tensor 互相转换等基础功能：
- 新增 11 个 Sparse 类 API，支持创建 COO、CSR 格式的Sparse Tensor，与 Tensor 互相转换等基础功能：

- `paddle.sparse.sparse_coo_tensor`，创建 COO 格式的 Sparse Tensor。 ([#40780](https://github.com/PaddlePaddle/Paddle/pull/40780)）

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4 changes: 2 additions & 2 deletions docs/release_note_en.md
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Expand Up @@ -262,7 +262,7 @@ AssertionError: elu_ only support alpha >= 0, please use elu instead.

- Add `paddle.vision.models.MobileNetV3Small`, `paddle.vision.models.MobileNetV3Large`, `paddle.vision.models.mobilenet_v3_small`, and `paddle.vision.models.mobilenet_v3_large`, to use MobileNetV3 models directly . ([#38653](https://github.com/PaddlePaddle/Paddle/pull/38653))

- Add `paddle.vision.models.ResNeXt`, `paddle.vision.models.resnext50_32x4d`, `paddle.vision.models.resnext50_64x4d`, `paddle.vision.models. paddle.vision.models.resnext101_32x4d`, `paddle.vision.models.resnext101_64x4d`, `paddle.vision.models.resnext152_32x4d`, and `paddle.vision.models.resnext152_64x4d`, to use ResNeXt models directly. ([#36070](https://github.com/PaddlePaddle/Paddle/pull/36070))
- Add `paddle.vision.models.resnext50_32x4d`, `paddle.vision.models.resnext50_64x4d`, `paddle.vision.models. paddle.vision.models.resnext101_32x4d`, `paddle.vision.models.resnext101_64x4d`, `paddle.vision.models.resnext152_32x4d`, and `paddle.vision.models.resnext152_64x4d`, to use ResNeXt models directly. ([#36070](https://github.com/PaddlePaddle/Paddle/pull/36070))

- Add `paddle.vision.models.ShuffleNetV2`, `paddle.vision.models.shufflenet_v2_x0_25`, `paddle.vision.models.shufflenet_v2_x0_33`, `paddle.vision.models.shufflenet_v2_x0_5`, `paddle.vision.models.shufflenet_v2_x1_0`, `paddle.vision.models.shufflenet_v2_x1_5`, `paddle.vision.models.shufflenet_v2_x2_0`, and `paddle.vision.models.shufflenet_v2_swish`, to use ShuffleNetV2 models directly ([#36067](https://github.com/PaddlePaddle/Paddle/pull/36067))

Expand All @@ -278,7 +278,7 @@ AssertionError: elu_ only support alpha >= 0, please use elu instead.

- Add `paddle.text.ViterbiDecoder`, and `paddle.text.viterbi_decode` Viterbi decoding API, mainly for sequence tagging model prediction. ([#35778](https://github.com/PaddlePaddle/Paddle/pull/35778))

- Add 11 Sparse class APIs, to support basic functions, such as creating Sparse Tensor in COO and CRS formats, and add C++ inter-converting with Tensor.
- Add 11 Sparse class APIs, to support basic functions, such as creating Sparse Tensor in COO and CSR formats, and add C++ inter-converting with Tensor.

- `paddle.sparse.sparse_coo_tensor`，create Sparse Tensor in COO format. ([#40780](https://github.com/PaddlePaddle/Paddle/pull/40780)）

Expand Down