search

MaybeShewill-CV / MNN-LaneNet

Lane detection model for mobile device via MNN project
75 stars 20 forks source link

Lanenet with VULKAN support #5

Closed naserpiltan closed 4 years ago

naserpiltan commented 4 years ago

@MaybeShewill-CV Hi. I am planning to use MNN-LaneNet with VULKAN backend. Is it possible to make this repo with VULKAN backend ? I read cmakelists.txt but there is no any thing about vulkan backend. I built MNN project and used libMNN.so in my MNN_LaneNet project but MNN_LaneNet is slower when i use VULKAN backend.

with mnn_config.type = MNN_FORWARD_CPU result :

detect, 211, cost time: 0.246000 ms detect, 146, cost time: 0.838000 ms detect, 153, cost time: 872.728027 ms detect, 204, cost time: 29.430002 ms

with mnn_config.type = MNN_FORWARD_VULKAN result :

Vulkan don't support 2, ArgMax: lanenet_model/vgg_backend/binary_seg/ArgMax Vulkan don't support 9, Cast: lanenet/Cast detect, 146, cost time: 0.755000 ms detect, 153, cost time: 2487.019043 ms detect, 204, cost time: 31.821001 ms

MaybeShewill-CV commented 4 years ago

@naserpiltan You'd better raise an issue in MNN project where you may get a more satisfied answer. Actually I'm not a engineer major in Ai frameworks:)