【PaddlePaddle Hackathon 2】9、为 Paddle 新增 logspace API #41261

BrilliantYuKaimin · 2022-04-01T07:34:19Z

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New features

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APIs

Describe

增加了paddle.logspace。具体地，paddle.logspace(start, stop, num, base)能产生一个以base**start为首项、以base**end为末项、共有num项的等比数列。
Issue：#40326
设计文档：PaddlePaddle/community#56
中文文档：PaddlePaddle/docs#4497

paddle-bot-old · 2022-04-01T08:45:23Z

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Ligoml · 2022-04-02T02:22:05Z

CI挂了很多，需要调整代码，待CI大部分通过后开启review

betterpig

代码规范，单测case考虑周全。几处细节改一下即可。

betterpig · 2022-04-06T12:05:41Z

paddle/fluid/operators/logspace_op.cc

+  framework::OpKernelType GetKernelTypeForVar(
+      const std::string &var_name, const framework::Tensor &tensor,
+      const framework::OpKernelType &expected_kernel_type) const override {
+    return expected_kernel_type;


返回的OpKernelType应该是由expected_kernel_type.data_type_和tensor的place、layout所构造的，不能直接返回expected_kernel_type。

betterpig · 2022-04-06T12:07:15Z

paddle/fluid/operators/logspace_op.cc

+limitations under the License. */
+
+#include <string>
+#include "paddle/fluid/framework/infershape_utils.h"


C++基础头文件和项目自身的头文件之间空一行，方便区分。

betterpig · 2022-04-06T12:07:50Z

paddle/phi/kernels/cpu/logspace_kernel.cc

+// limitations under the License.
+
+#include <cmath>
+#include "paddle/phi/kernels/logspace_kernel.h"


C++基础头文件和项目自身的头文件之间空一行，方便区分。

betterpig · 2022-04-06T12:09:13Z

python/paddle/fluid/tests/unittests/test_logspace.py

+
+
+if __name__ == "__main__":
+    unittest.main()


文件末尾要加一空行，不然会报格式错误。

betterpig · 2022-04-06T12:17:47Z

paddle/phi/kernels/cpu/logspace_kernel.cc

+        out_data[i] = static_cast<T>(std::pow(
+          base_data, start_data + step * i));
+      } else {
+        out_data[i] = static_cast<T>(std::pow(


这里注明一下：当pow的结果非整数，dytpe为int时，会采用去尾法，对齐numpy。

我在paddle/fluid/operators/logspace_op.cc中增加了相关说明，这样可以吗？

betterpig

LGTM

dingjiaweiww · 2022-04-11T08:52:24Z

python/paddle/fluid/layers/tensor.py

+def logspace(start, stop, num, base=10.0, dtype=None, name=None):
+    r"""
+    This OP return fixed number of logarithmical-evenly spaced values within a given interval.
+    Args:


此处用Parameters 较好

args也可以，不需要重新跑CI。

英文模板中是args，这边应该不需要改。但是英文文档预览报错，这里需要检查一下~

betterpig · 2022-04-12T02:31:36Z

需要添加对应的中文文档，提交PR到PaddlePaddle/docs仓库。并参考文档预览方法，生成该API的中英文文档预览链接，以供检查。

BrilliantYuKaimin · 2022-04-12T03:30:22Z

需要添加对应的中文文档，提交PR到PaddlePaddle/docs仓库。并参考文档预览方法，生成该API的中英文文档预览链接，以供检查。

已经在此PR的描述中提到中文文档的PR。

paddle-bot-old · 2022-04-12T03:35:15Z

你的PR有最新反馈，请及时修改。
There’s the latest feedback about your PR. Please check.

Ligoml · 2022-04-12T03:48:19Z

python/paddle/fluid/layers/tensor.py

@@ -1583,6 +1584,121 @@ def linspace(start, stop, num, dtype=None, name=None):
    return out


+def logspace(start, stop, num, base=10.0, dtype=None, name=None):
+    r"""
+    This OP return fixed number of logarithmical-evenly spaced values within a given interval.


与中文文档保持一致，去掉 this OP的描述，尽量在第一句话里描述清楚这个API的作用

若中文文档要加note，则英文也需要增加

Ligoml · 2022-04-12T03:49:04Z

python/paddle/fluid/layers/tensor.py

+def logspace(start, stop, num, base=10.0, dtype=None, name=None):
+    r"""
+    This OP return fixed number of logarithmical-evenly spaced values within a given interval.
+    Args:


英文模板中是args，这边应该不需要改。但是英文文档预览报错，这里需要检查一下~

Ligoml · 2022-04-12T03:53:33Z

python/paddle/fluid/layers/tensor.py

+        Tensor: the output data type will be float32, float64. The 1-D tensor with 
+            fixed number of evenly spaced values, the data shape of this tensor 
+            is :math:`[num]` . If the :attr:`num` is set 1, the output tensor just 
+            has the value with exponential of :attr:`start` with base :attr:`base`. 


这里显示乱掉了，建议在关键字段前后增加空行，保证官网文档的正确解析

Ligoml

LGTM for docs

chenwhql · 2022-04-15T04:56:09Z

paddle/fluid/operators/logspace_op.cc

@@ -0,0 +1,80 @@
+/* Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.


license的格式有点问题，缺失空行和缩进，可以参考其他文件修改一下

chenwhql · 2022-04-15T04:58:01Z

paddle/fluid/operators/logspace_op.cc

+        ctx.GetPlace());
+  }
+
+  framework::OpKernelType GetKernelTypeForVar(


这个函数移除就好，默认就是这样，不用写多余的

chenwhql · 2022-04-15T04:59:16Z

paddle/phi/kernels/cpu/logspace_kernel.cc

+#include "paddle/phi/backends/cpu/cpu_context.h"
+#include "paddle/phi/core/kernel_registry.h"
+#include "paddle/phi/kernels/funcs/data_type_transform.h"
+#include "paddle/phi/kernels/logspace_kernel.h"


头文件的include顺序需要调整下，可以参考说明：https://zh-google-styleguide.readthedocs.io/en/latest/google-cpp-styleguide/headers/#include

chenwhql · 2022-04-15T05:00:02Z

paddle/phi/kernels/gpu/logspace_kernel.cu

+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+#include "paddle/fluid/platform/device/gpu/gpu_primitives.h"


同上哈，麻烦也调整下，#include "paddle/phi/kernels/logspace_kernel.h"在最前面，用空行隔开

chenwhql · 2022-04-15T05:02:44Z

python/paddle/fluid/layers/tensor.py

@@ -1614,6 +1615,130 @@ def linspace(start, stop, num, dtype=None, name=None):
    return out


+def logspace(start, stop, num, base=10.0, dtype=None, name=None):


为什么新增API是在fluid下面的，fluid后面是要移除的，这个是不是加到python/paddle/tensor目录下比较好？

任务的issue #40326 说放在这里。我看linspace已经被移到了python/paddle/tensor/creation.py，那就把logspace也放到这里吗？

是的，任务issue描述有误，已更新

chenwhql · 2022-04-15T05:05:58Z

paddle/phi/kernels/gpu/logspace_kernel.cu

+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+#include "paddle/fluid/platform/device/gpu/gpu_primitives.h"


这里gpu_primitives.h看起来好像没有使用？是否可以移除？

chenwhql

LGTM

chenwhql · 2022-04-18T11:40:06Z

paddle/phi/kernels/logspace_kernel.h

@@ -0,0 +1,27 @@
+/* Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.


这里的license格式好像还是有点问题，可以后续再完善下

XiaoguangHu01

LGTM

BrilliantYuKaimin added 7 commits April 1, 2022 13:59

增加logspace的算子描述

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增加logspace的形状推断

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增加logspace核函数实现

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在python中增加logspace接口

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增加logspace单测

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增加logspace

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Merge branch 'develop' into logspace_2

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BrilliantYuKaimin mentioned this pull request Apr 1, 2022

【PaddlePaddle Hackathon 2】9、为 Paddle 新增 logspace API #40777

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dingjiaweiww added contributor External developers status: proposed and removed status: proposed labels Apr 1, 2022

Ligoml added status: proposed and removed status: open review labels Apr 2, 2022

Update logspace_kernel.cu

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TCChenlong mentioned this pull request Apr 6, 2022

【PaddlePaddle Hackathon 第二期】任务总览 #40234

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BrilliantYuKaimin added 2 commits April 7, 2022 10:33

Merge branch 'develop' into logspace_2

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Update logspace_op.cc

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调整代码格式

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BrilliantYuKaimin force-pushed the logspace_2 branch from e3992c9 to 3e2e62a Compare April 7, 2022 06:01

BrilliantYuKaimin mentioned this pull request Apr 8, 2022

【PaddlePaddle Hackathon 2】9、为 Paddle 新增 logspace API PaddlePaddle/docs#4497

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BrilliantYuKaimin dismissed stale reviews from dingjiaweiww and betterpig via e72bcfd April 13, 2022 07:28

Update doc of logspace

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BrilliantYuKaimin force-pushed the logspace_2 branch from e72bcfd to fee242f Compare April 13, 2022 12:07

BrilliantYuKaimin added 2 commits April 13, 2022 20:15

Merge branch 'develop' into logspace_2

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Update tensor.py

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BrilliantYuKaimin added 5 commits April 16, 2022 18:24

Update logspace_op.cc

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Update logspace_kernel.cc

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调整 logspace 的位置

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BrilliantYuKaimin dismissed stale reviews from DDDivano and Ligoml via 3530acf April 16, 2022 10:28

BrilliantYuKaimin added 2 commits April 17, 2022 18:28

调整代码格式

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Merge branch 'develop' into logspace_2

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jeff41404 merged commit a3c50c4 into PaddlePaddle:develop Apr 20, 2022

		@@ -0,0 +1,80 @@
		/* Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.

		@@ -1614,6 +1615,130 @@ def linspace(start, stop, num, dtype=None, name=None):
		return out


		def logspace(start, stop, num, base=10.0, dtype=None, name=None):

		@@ -0,0 +1,27 @@
		/* Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.

【PaddlePaddle Hackathon 2】9、为 Paddle 新增 logspace API #41261

【PaddlePaddle Hackathon 2】9、为 Paddle 新增 logspace API #41261

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BrilliantYuKaimin commented Apr 1, 2022 • edited Loading

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