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python/paddle/fluid/layers/control_flow.py

Lines changed: 10 additions & 41 deletions
Original file line numberDiff line numberDiff line change
@@ -617,48 +617,17 @@ class While(object):
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Examples:
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.. code-block:: python
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# The value these d0, d1 and d2 can be fed from python.
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d0 = fluid.layers.data(
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"d0", shape=[10], append_batch_size=False, dtype='float32')
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d1 = fluid.layers.data(
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"d1", shape=[10], append_batch_size=False, dtype='float32')
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d2 = fluid.layers.data(
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"d2", shape=[10], append_batch_size=False, dtype='float32')
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i = fluid.layers.zeros(shape=[1], dtype='int64')
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i.stop_gradient = True
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init = fluid.layers.zeros(shape=[10], dtype='float32')
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# Initialize mem_array from init
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mem_array = fluid.layers.array_write(x=init, i=i)
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# Initialize data_array from d0
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data_array = fluid.layers.array_write(x=d0, i=i)
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# Set a value to data_array using d1[i].
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i = fluid.layers.increment(i)
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fluid.layers.array_write(d1, i, array=data_array)
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# Set a value to data_array using d2[i].
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i = fluid.layers.increment(i)
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fluid.layers.array_write(d2, i, array=data_array)
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# Create a idx to start the while loop.
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i = fluid.layers.zeros(shape=[1], dtype='int64')
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i.stop_gradient = True
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array_len = fluid.layers.fill_constant(
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shape=[1], dtype='int64', value=3)
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array_len.stop_gradient = True
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# Create the while loop condition.
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cond = fluid.layers.less_than(x=i, y=array_len)
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# Within the loop, perform sums.
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while_op = fluid.layers.While(cond=cond)
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with while_op.block():
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d = fluid.layers.array_read(array=data_array, i=i)
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prev = fluid.layers.array_read(array=mem_array, i=i)
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result = fluid.layers.sums(input=[d, prev])
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i = fluid.layers.increment(x=i, in_place=True)
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fluid.layers.array_write(result, i=i, array=mem_array)
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fluid.layers.less_than(x=i, y=array_len, cond=cond)
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d0 = layers.data("d0", shape=[10], dtype='float32')
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data_array = layers.array_write(x=d0, i=i)
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array_len = layers.fill_constant(shape=[1],dtype='int64', value=3)
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sum_result = fluid.layers.array_read(array=mem_array, i=i)
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cond = layers.less_than(x=i, y=array_len)
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while_op = layers.While(cond=cond)
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with while_op.block():
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d = layers.array_read(array=data_array, i=i)
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i = layers.increment(x=i, in_place=True)
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layers.array_write(result, i=i, array=d)
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layers.less_than(x=i, y=array_len, cond=cond)
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"""
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BEFORE_WHILE_BLOCK = 0

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