diff --git a/doc/paddle/api/paddle/fluid/framework/default_main_program_cn.rst b/doc/paddle/api/paddle/fluid/framework/default_main_program_cn.rst index 4759fafea72..978fa79e1de 100644 --- a/doc/paddle/api/paddle/fluid/framework/default_main_program_cn.rst +++ b/doc/paddle/api/paddle/fluid/framework/default_main_program_cn.rst @@ -9,18 +9,16 @@ default_main_program -此接口可以获取当前用于存储op和variable描述信息的 ``default main program`` +此接口可以获取当前用于存储OP和Tensor描述信息的 ``default main program``。 -``fluid.layers`` 接口中添加的op和variable会存储在 ``default main program`` 中 +``default main program`` 是许多编程接口中Program参数的默认值。例如对于 ``Executor.run()`` 如果用户没有传入Program参数，会默认使用 ``default main program`` 。 -``default main program`` 是fluid的许多编程接口中Program参数的默认值。例如对于 ``Executor.run()`` 如果用户没有传入Program参数，会默认使用 ``default main program`` - -可以使用 :ref:`cn_api_fluid_program_guard` 来替换 ``default main program`` +可以使用 :ref:`cn_api_fluid_program_guard` 来切换 ``default main program``。 参数: - 无 -返回： 当前默认用于存储op和variable描述的Program +返回： 当前默认用于存储OP和Tensor描述的Program。 返回类型： :ref:`cn_api_fluid_Program` @@ -28,32 +26,35 @@ default_main_program .. code-block:: python - import paddle.fluid as fluid - - #示例网络: - data = fluid.data(name='image', shape=[None, 3, 224, 224], dtype='float32') - label = fluid.data(name='label', shape=[None, 1], dtype='int64') - - conv1 = fluid.layers.conv2d(data, 4, 5, 1, act=None) - bn1 = fluid.layers.batch_norm(conv1, act='relu') - pool1 = fluid.layers.pool2d(bn1, 2, 'max', 2) - conv2 = fluid.layers.conv2d(pool1, 16, 5, 1, act=None) - bn2 = fluid.layers.batch_norm(conv2, act='relu') - pool2 = fluid.layers.pool2d(bn2, 2, 'max', 2) - - fc1 = fluid.layers.fc(pool2, size=50, act='relu') - fc2 = fluid.layers.fc(fc1, size=102, act='softmax') - - loss = fluid.layers.cross_entropy(input=fc2, label=label) - loss = fluid.layers.mean(loss) - opt = fluid.optimizer.Momentum( + import paddle + + paddle.enable_static() + # Sample Network: + data = paddle.data(name='image', shape=[None, 3, 224, 224], dtype='float32') + label = paddle.data(name='label', shape=[None, 1], dtype='int64') + + conv1 = paddle.static.nn.conv2d(data, 4, 5, 1, act=None) + bn1 = paddle.static.nn.batch_norm(conv1, act='relu') + pool1 = paddle.nn.functional.pool2d(bn1, 2, 'max', 2) + conv2 = paddle.static.nn.conv2d(pool1, 16, 5, 1, act=None) + bn2 = paddle.static.nn.batch_norm(conv2, act='relu') + pool2 = paddle.nn.functional.pool2d(bn2, 2, 'max', 2) + + fc1 = paddle.static.nn.fc(pool2, size=50, act='relu') + fc2 = paddle.static.nn.fc(fc1, size=102, act='softmax') + + loss = paddle.nn.functional.loss.cross_entropy(input=fc2, label=label) + loss = paddle.mean(loss) + opt = paddle.optimizer.Momentum( learning_rate=0.1, momentum=0.9, - regularization=fluid.regularizer.L2Decay(1e-4)) + weight_decay=paddle.regularizer.L2Decay(1e-4)) opt.minimize(loss) - - print(fluid.default_main_program().num_blocks) - print(fluid.default_main_program().blocks[0].var('image')) + + #print the number of blocks in the program, 1 in this case + print(paddle.static.default_main_program().num_blocks) # 1 + #print the default_main_program + print(paddle.static.default_main_program()) diff --git a/doc/paddle/api/paddle/fluid/framework/default_startup_program_cn.rst b/doc/paddle/api/paddle/fluid/framework/default_startup_program_cn.rst index bfc247c29b6..6a8496c001a 100644 --- a/doc/paddle/api/paddle/fluid/framework/default_startup_program_cn.rst +++ b/doc/paddle/api/paddle/fluid/framework/default_startup_program_cn.rst @@ -15,13 +15,11 @@ default_startup_program 该函数可以获取默认/全局 startup :ref:`cn_api_fluid_Program` (初始化启动程序)。 - :ref:`_cn_api_fluid_layers` 中的函数会新建参数或 :ref:`cn_api_paddle_data_reader_reader` (读取器) 或 `NCCL `_ 句柄作为全局变量。 +``paddle.nn`` 中的函数将参数初始化OP追加到 ``startup program`` 中， 运行 ``startup program`` 会完成参数的初始化。 -startup_program会使用内在的OP（算子）去初始化他们，并由 :ref:`_cn_api_fluid_layers` 中的函数将这些OP追加到startup :ref:`cn_api_fluid_Program` 中。 +该函数将返回默认的或当前的 ``startup program`` 。用户可以使用 :ref:`cn_api_fluid_program_guard` 来切换 :ref:`cn_api_fluid_Program` 。 -该函数将返回默认的或当前的startup_program。用户可以使用 :ref:`cn_api_fluid_program_guard` 去切换 :ref:`cn_api_fluid_default_startup_program` 。 - -返回: 当前的默认/全局 初始化 :ref:`cn_api_fluid_Program` +返回: 当前的默认/全局的 ``startup program`` 。 返回类型: :ref:`cn_api_fluid_Program` @@ -29,17 +27,17 @@ startup_program会使用内在的OP（算子）去初始化他们，并由 :ref: .. code-block:: python - import paddle.fluid as fluid - - main_program = fluid.Program() - startup_program = fluid.Program() - with fluid.program_guard(main_program=main_program, startup_program=startup_program): - x = fluid.layers.data(name="x", shape=[-1, 784], dtype='float32') - y = fluid.layers.data(name="y", shape=[-1, 1], dtype='int32') - z = fluid.layers.fc(name="fc", input=x, size=10, act="relu") - - print("main program is: {}".format(fluid.default_main_program())) - print("start up program is: {}".format(fluid.default_startup_program())) + import paddle + + paddle.enable_static() + main_program = paddle.static.Program() + startup_program = paddle.static.Program() + with paddle.static.program_guard(main_program=main_program, startup_program=startup_program): + x = paddle.data(name="x", shape=[-1, 784], dtype='float32') + y = paddle.data(name="y", shape=[-1, 1], dtype='int32') + z = paddle.static.nn.fc(name="fc", input=x, size=10, act="relu") + print("main program is: {}".format(paddle.static.default_main_program())) + print("start up program is: {}".format(paddle.static.default_startup_program()))