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Description
系统架构:loongarch64
版本:Paddle-Lite V2.12,结合#10624patch修改编译
模型:human_pp_humansegv2_mobile_192x192_inference_model_with_softmax
测试demo:mobilenetv1_full
loogarch64运行结果:
run_idx:1 / 10: 38.455 ms
run_idx:2 / 10: 38.395 ms
run_idx:3 / 10: 40.375 ms
run_idx:4 / 10: 38.889 ms
run_idx:5 / 10: 38.832 ms
run_idx:6 / 10: 39.333 ms
run_idx:7 / 10: 38.78 ms
run_idx:8 / 10: 54.512 ms
run_idx:9 / 10: 38.784 ms
run_idx:10 / 10: 38.931 ms
======= benchmark summary =======
input_shape(s) (NCHW):1,3,224,224, :
model_dir:./model/human_pp_humansegv2_mobile_192x192_inference_model_with_softmax
warmup:10
repeats:10
*** time info(ms) ***
1st_duration:42.76
max_duration:54.512
min_duration:38.395
avg_duration:40.5286
====== output summary ======
output tensor num:1
--- output tensor 0 ---
output shape(NCHW):1 2 224 224
output tensor 0 elem num:100352
output tensor 0 standard deviation:1.47064e-05
output tensor 0 mean value:9.96485e-06
x86_64运行结果:
run_idx:1 / 10: 62.989 ms
run_idx:2 / 10: 83.378 ms
run_idx:3 / 10: 89.691 ms
run_idx:4 / 10: 72.524 ms
run_idx:5 / 10: 71.135 ms
run_idx:6 / 10: 82.588 ms
run_idx:7 / 10: 70.5 ms
run_idx:8 / 10: 67.89 ms
run_idx:9 / 10: 72.705 ms
run_idx:10 / 10: 73.236 ms
======= benchmark summary =======
input_shape(s) (NCHW):1,3,224,224, :
model_dir:human_pp_humansegv2_lite_192x192_inference_model_with_softmax/
warmup:10
repeats:10
*** time info(ms) ***
1st_duration:725.606
max_duration:89.691
min_duration:62.989
avg_duration:74.6636
====== output summary ======
output tensor num:1
--- output tensor 0 ---
output shape(NCHW):1 2 224 224
output tensor 0 elem num:100352
output tensor 0 standard deviation:0.250927
output tensor 0 mean value:0.5
对比结果:standard deviation、mean value数据应该是异常的