From bb553d41ad9fb4ed66b9601ef9117a354a1d29cb Mon Sep 17 00:00:00 2001 From: yangxiaoyu14 Date: Tue, 28 Nov 2023 07:56:22 +0000 Subject: [PATCH] concat_test --- tests/concat_test.py | 49 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 49 insertions(+) create mode 100644 tests/concat_test.py diff --git a/tests/concat_test.py b/tests/concat_test.py new file mode 100644 index 0000000..1c40818 --- /dev/null +++ b/tests/concat_test.py @@ -0,0 +1,49 @@ +# Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +from op_acc_stable_run import check_tensor_diff, op_acc_stable_run + +class ConcatTest: + def __init__(self, x_shape, len, axis, dtype): + self.x_shape = x_shape + self.len = len + self.axis = axis + self.dtype = dtype + + def set_configs(self, paddle): + self.tmp_cache_path = "." + self.inputs = { + "x": [paddle.randn(self.x_shape, dtype=self.dtype) for _ in range(self.len)], + } + + def run_paddle(self, paddle): + x = self.inputs["x"] + y = paddle.concat(x, axis=self.axis) + return y + + def run_torch(self, torch): + x = self.inputs["x"] + y = torch.cat(x, dim=self.axis) + return y + + def check_diff(self, paddle, pd_ret, th_ret): + assert len(pd_ret) == len(th_ret) + for pd, th in zip(pd_ret, th_ret): + check_tensor_diff(pd, th, atol=1e-6, rtol=1e-6) + +if __name__ == "__main__": + op_acc_stable_run(ConcatTest(x_shape = [1024, 31776], len = 8, axis=1, dtype ='bfloat16')) + op_acc_stable_run(ConcatTest(x_shape = [1024, 31776], len = 8, axis=0, dtype ='bfloat16')) + op_acc_stable_run(ConcatTest(x_shape = [1, 1024, 1], len = 8, axis=1, dtype ='float32'))