Optimize GaussianProb #406
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Optimize GaussianProb with JAX and Create test_GaussianProb_opt.py to test its correction and optimization effect Below is the test report ============================= test session starts ============================= collecting ... collected 4 items test_GaussianProb_opt.py::test_gaussian_prob1 test_GaussianProb_opt.py::test_gaussian_prob2 test_GaussianProb_opt.py::test_gaussian_prob3 test_GaussianProb_opt.py::test_gaussian_prob4 ================== 4 passed, 1 warning in 134.70s (0:02:14) =================== PASSED [ 25%] time_optimized:0.040474891662597656 time_origin:0.16180109977722168 PASSED [ 50%] time_optimized:1.0694525241851807 time_origin:7.487141132354736 PASSED [ 75%] time_optimized:22.59926676750183 time_origin:52.102147579193115 PASSED [100%] time_optimized:2.2735044956207275 time_origin:21.08591890335083 Process finished with exit code 0
chaoming0625
approved these changes
Jun 26, 2023
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Description
Optimize GaussianProb with JAX and Create test_GaussianProb_opt.py to test its correction and optimization effect
How Has This Been Tested
Generate two connection matrix by calling
build_matfunction and change itsisOptimizedparameter to compare the results and time needed between before and after optimizedTest device
Hardware
CPU: Intel Core i5-1340P 8C16T(4P+8E)
GPU: Intel® Iris® Xe Graphics eligible（No CUDA）
RAM: 32G DDR4 3200MHz
Software
OS: Windows10 22H2
Python: 3.10
Below is the test report
============================= test session starts =============================
collecting ... collected 4 items
test_GaussianProb_opt.py::test_gaussian_prob1
test_GaussianProb_opt.py::test_gaussian_prob2
test_GaussianProb_opt.py::test_gaussian_prob3
test_GaussianProb_opt.py::test_gaussian_prob4
================== 4 passed, 1 warning in 134.70s (0:02:14) ===================
PASSED [ 25%]
time_optimized:0.040474891662597656
time_origin:0.16180109977722168
PASSED [ 50%]
time_optimized:1.0694525241851807
time_origin:7.487141132354736
PASSED [ 75%]
time_optimized:22.59926676750183
time_origin:52.102147579193115
PASSED [100%]
time_optimized:2.2735044956207275
time_origin:21.08591890335083
Types of changes