[Feature Enhancement] Implement a common function to calculate the tolerance configs.

[Xreki]

PR Category

Feature Enhancement

Description

按照表中公式，计算 t 在 [-10, 5] 范围内的atol、rtol值，目前只计算float16、bfloat16、float32、float64 4种数据类型的。

test_compiler测试结果如下：

graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-10_rtol_1.00E-06]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-10_rtol_2.56E-04]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-10_rtol_1.69E-12]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-14_rtol_1.00E-14]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-09_rtol_3.98E-06]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-09_rtol_5.85E-04]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-09_rtol_2.54E-11]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_2.51E-13_rtol_2.51E-13]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-08_rtol_1.58E-05]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-08_rtol_1.34E-03]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-08_rtol_3.82E-10]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_6.31E-12_rtol_6.31E-12]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-07_rtol_6.31E-05]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-07_rtol_3.06E-03]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-07_rtol_5.75E-09]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.58E-10_rtol_1.58E-10]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-06_rtol_2.51E-04]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-06_rtol_7.00E-03]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-06_rtol_8.65E-08]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_3.98E-09_rtol_3.98E-09]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-05_rtol_1.00E-03]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-05_rtol_1.60E-02]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-05_rtol_1.30E-06]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-07_rtol_1.00E-07]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-04_rtol_3.98E-03]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-04_rtol_3.66E-02]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-04_rtol_1.96E-05]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_2.51E-06_rtol_2.51E-06]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-03_rtol_1.58E-02]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-03_rtol_8.36E-02]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-03_rtol_2.94E-04]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_6.31E-05_rtol_6.31E-05]: 0
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-02_rtol_6.31E-02]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-02_rtol_1.91E-01]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-02_rtol_4.42E-03]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.58E-03_rtol_1.58E-03]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-01_rtol_2.51E-01]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-01_rtol_4.37E-01]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E-01_rtol_6.65E-02]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_3.98E-02_rtol_3.98E-02]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+00_rtol_1.00E+00]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+00_rtol_1.00E+00]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+00_rtol_1.00E+00]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+00_rtol_1.00E+00]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+01_rtol_3.98E+00]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+01_rtol_2.29E+00]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+01_rtol_1.50E+01]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_2.51E+01_rtol_2.51E+01]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+02_rtol_1.58E+01]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+02_rtol_5.23E+00]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+02_rtol_2.26E+02]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_6.31E+02_rtol_6.31E+02]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+03_rtol_6.31E+01]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+03_rtol_1.20E+01]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+03_rtol_3.40E+03]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.58E+04_rtol_1.58E+04]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+04_rtol_2.51E+02]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+04_rtol_2.73E+01]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+04_rtol_5.11E+04]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_3.98E+05_rtol_3.98E+05]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+05_rtol_1.00E+03]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+05_rtol_6.25E+01]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+05_rtol_7.69E+05]: 1
graph-net-test-compiler-log [Correctness][all_close_atol_1.00E+07_rtol_1.00E+07]: 1

[paddle-bot]

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