Seagull 算子性能测试

build

• 修改 CMakeLists.txt 中 set(CMAKE_CROSSCOMPILING TRUE) 为 set(CMAKE_CROSSCOMPILING False)

mkdir build && cd build
cmake ..
ninja # or make -j4

运行

• 直接运行build目录中的 ./seagull_op_test

性能统计

算子	batch	标量时间（ms）	RVV时间（ms）
Leaky Relu	1000	0.007	0.003
Leaky Relu	10000	0.081	0.020
Leaky Relu	100000	0.619	0.244
Leaky Relu	1000000	6.002	2.689
GEMM 1X4	100	0.008	0.005
GEMM 1X4	1000	0.560	0.235
GEMM 1X4	5000	13.385	5.317
GEMM 1X4	10000	40.238	21.514
GEMM RELU 1X4	100	0.013	0.005
GEMM RELU 1X4	1000	0.478	0.233
GEMM RELU 1X4	5000	11.928	5.612
GEMM RELU 1X4	10000	37.494	21.490
GEMM RELU 2X4	100	0.012	0.006
GEMM RELU 2X4	1000	0.600	0.186
GEMM RELU 2X4	5000	13.296	3.838
GEMM RELU 2X4	10000	44.389	14.990
PRelu	1000	0.015	0.028
PRelu	10000	0.408	0.253
PRelu	100000	3.612	2.509
PRelu	1000000	36.614	25.328
MAX	1000	0.009	0.004
MAX	10000	0.062	0.014
MAX	100000	1.066	0.187
MAX	1000000	10.128	2.315
MIN	1000	0.008	0.003
MIN	10000	0.063	0.012
MIN	100000	0.59	0.328
MIN	1000000	5.949	2.294
MUL	1000	0.008	0.005
MUL	10000	0.041	0.019
MUL	100000	0.859	0.502
MUL	1000000	8.204	4.892
DIV	1000	0.012	0.004
DIV	10000	0.070	0.021
DIV	100000	0.644	0.240
DIV	1000000	6.410	2.064