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144 lines
4.9 KiB
144 lines
4.9 KiB
import unittest
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import paddle.v2.framework.core as core
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class TestOpDesc(unittest.TestCase):
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def test_op_desc(self):
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prog = core.ProgramDesc()
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self.assertIsNotNone(prog)
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block = prog.block(0)
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self.assertIsNotNone(block)
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op = block.append_op()
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self.assertIsNotNone(op)
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op.set_type("test")
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self.assertEqual("test", op.type())
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op.set_input("X", ["a", "b", "c"])
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self.assertEqual(["a", "b", "c"], op.input("X"))
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self.assertEqual(["X"], op.input_names())
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op.set_output("Out", ["z"])
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self.assertEqual(['z'], op.output("Out"))
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self.assertEqual(["Out"], op.output_names())
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op.set_attr("int_attr", 1)
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self.assertEqual(1, op.attr("int_attr"))
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self.assertTrue(op.has_attr("int_attr"))
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self.assertEqual(core.AttrType.INT, op.attr_type("int_attr"))
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op.set_attr("float_attr", -1.32)
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self.assertAlmostEqual(-1.32, op.attr("float_attr"), delta=1e-4)
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self.assertTrue(op.has_attr("float_attr"))
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op.set_attr("bool_attr", False)
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self.assertFalse(op.attr("bool_attr"))
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op.set_attr("string_attr", "abc")
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self.assertEqual("abc", op.attr("string_attr"))
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self.assertTrue(op.has_attr("string_attr"))
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op.set_attr("ints_attr", [1, 2, 3])
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self.assertEqual([1, 2, 3], op.attr("ints_attr"))
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expected = [1.2, 2.3, 3.4]
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op.set_attr("floats_attr", expected)
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for e, a in zip(expected, op.attr("floats_attr")):
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self.assertAlmostEqual(e, a, delta=1e-4)
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op.set_attr("strings_attr", ["a", "b", "c"])
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self.assertEqual(["a", "b", "c"], op.attr("strings_attr"))
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op.set_attr("bools_attr", [True, False, True])
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self.assertEqual([True, False, True], op.attr("bools_attr"))
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self.assertEqual(8, len(op.attr_names()))
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op.set_block_attr("block_attr", prog.block(0))
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self.assertEqual(0, op.block_attr("block_attr"))
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mul_op = block.append_op()
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mul_op.set_type("mul")
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mul_op.check_attrs()
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self.assertEqual(mul_op.attr("x_num_col_dims"), 1)
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self.assertEqual(mul_op.attr("y_num_col_dims"), 1)
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class TestProgramDesc(unittest.TestCase):
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def test_instance(self):
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program_desc = core.ProgramDesc()
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self.assertIsNotNone(program_desc)
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del program_desc
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program_desc = core.ProgramDesc()
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self.assertIsNotNone(program_desc)
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self.assertIsNotNone(program_desc.block(0))
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del program_desc
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def test_append_block(self):
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prog_desc = core.ProgramDesc()
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self.assertIsNotNone(prog_desc)
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block_root = prog_desc.block(0)
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self.assertIsNotNone(block_root)
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self.assertEqual(block_root.id, 0)
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block1 = prog_desc.append_block(block_root)
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block2 = prog_desc.append_block(block1)
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self.assertIsNotNone(block1)
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self.assertEqual(block1.id, block2.parent)
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self.assertEqual(block_root.id, block1.parent)
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block3 = prog_desc.append_block(block_root)
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self.assertEqual(block3.parent, block_root.id)
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self.assertEqual(prog_desc.block(1).id, 1)
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self.assertEqual(4, prog_desc.num_blocks())
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class TestVarDesc(unittest.TestCase):
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def test_shape(self):
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program_desc = core.ProgramDesc()
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block = program_desc.block(0)
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var = block.var('my_var')
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var.set_type(core.VarDesc.VarType.SELECTED_ROWS)
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src_shape = [3, 2, 10, 8]
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var.set_shape(src_shape)
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res_shape = var.shape()
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self.assertEqual(src_shape, res_shape)
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self.assertEqual(core.VarDesc.VarType.SELECTED_ROWS, var.type())
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def test_data_type(self):
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program_desc = core.ProgramDesc()
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block = program_desc.block(0)
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var = block.var('my_var')
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var.set_type(core.VarDesc.VarType.LOD_TENSOR)
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var.set_data_type(core.DataType.INT32)
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self.assertEqual(core.DataType.INT32, var.data_type())
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self.assertEqual(core.VarDesc.VarType.LOD_TENSOR, var.type())
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class TestBlockDesc(unittest.TestCase):
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def test_add_var(self):
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prog = core.ProgramDesc()
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self.assertIsNotNone(prog)
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block = prog.block(0)
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self.assertIsNotNone(block)
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var1 = block.var("var1")
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var2 = block.var("var2")
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var3 = block.var("var3")
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all_vars = block.all_vars()
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self.assertEqual(set(all_vars), {var1, var2, var3})
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var2_re = block.find_var("var2")
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self.assertEqual(var2_re, var2)
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def test_add_op(self):
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prog = core.ProgramDesc()
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self.assertIsNotNone(prog)
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block = prog.block(0)
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self.assertIsNotNone(block)
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op1 = block.append_op()
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op2 = block.append_op()
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op0 = block.prepend_op()
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all_ops = []
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for idx in xrange(0, block.op_size()):
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all_ops.append(block.op(idx))
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self.assertEqual(all_ops, [op0, op1, op2])
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if __name__ == '__main__':
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unittest.main()
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