wehub-resource-sync
91 lines
2.5 KiB
Python
91 lines
2.5 KiB
Python
# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import os
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import sys
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import unittest
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import numpy as np
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import paddle
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import paddle.static
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from paddle.utils.cpp_extension import load
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sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
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from op_test_ipu import IPUOpTest
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def load_custom_ops():
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cur_dir = os.path.dirname(os.path.realpath(__file__))
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custom_ops = load(
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name="checkpointoutput",
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sources=[
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f"{cur_dir}/custom_checkpointoutput.cc",
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],
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extra_cxx_cflags=['-DONNX_NAMESPACE=onnx'],
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)
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return custom_ops
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class TestCheckpointoutput(IPUOpTest):
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def setUp(self):
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self.load_custom_ops()
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self.set_atol()
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self.set_test_op()
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self.set_training()
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self.set_data_feed()
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self.set_feed_attr()
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@property
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def fp16_enabled(self):
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return False
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def load_custom_ops(self):
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self.custom_ops = load_custom_ops()
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def set_test_op(self):
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self.op = self.custom_ops.checkpointoutput
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self.op_attrs = {}
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def set_data_feed(self):
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data = np.random.uniform(size=[1, 3, 10, 10])
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self.feed_fp32 = {'in_0': data.astype(np.float32)}
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def set_feed_attr(self):
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self.feed_shape = [x.shape for x in self.feed_fp32.values()]
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self.feed_list = list(self.feed_fp32.keys())
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@IPUOpTest.static_graph
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def build_model(self):
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x = paddle.static.data(
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name=self.feed_list[0], shape=self.feed_shape[0], dtype='float32'
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)
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x = paddle.add(x, x)
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x = self.op(x, **self.op_attrs)
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x = paddle.mean(x)
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self.fetch_list = [x.name]
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def run_model(self, exec_mode):
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self.run_op_test(exec_mode)
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def test(self):
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self.build_model()
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# only test IPU_FP32
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self.run_model(IPUOpTest.ExecutionMode.IPU_FP32)
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print(self.output_dict)
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if __name__ == "__main__":
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unittest.main()
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