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mindspore-ai / mindspore

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.
https://gitee.com/mindspore/mindspore
Apache License 2.0
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OPPOR9下，mindspore-lite benchmark使用GPU跑mobilenetv2会crash #100

Open pxEkin opened 3 years ago

pxEkin commented 3 years ago

测试设备：OPPOr9m 测试模型：mobilenet_v2_1.0_224.ms benchmark版本：mindspore-lite-1.0.1-runtime-arm64-gpu

adb下测试命令：./benchmark --modelFile=./models/mobilenet_v2_1.0_224.ms --device=GPU crash日志： cpuBindMode = HIGHER_CPU CalibDataType = FLOAT start reading model file [2] + Stopped (signal) ./benchmark --modelFile=./models/mobilenet_v2_1.0_224.ms --device=GPU [1] - Segmentation fault ./benchmark --modelFile=./models/mobilenet_v2_1.0_224.ms --device=GPU

备注： --device=CPU是可以正常运行的，改成GPU就crash

pxEkin commented 3 years ago

测试设备：OPPOr9m 测试模型：mobilenet_v2_1.0_224.ms benchmark版本：mindspore-lite-1.0.1-runtime-arm64-gpu

adb下测试命令：./benchmark --modelFile=./models/mobilenet_v2_1.0_224.ms --device=GPU crash日志： cpuBindMode = HIGHER_CPU CalibDataType = FLOAT start reading model file [2] + Stopped (signal) ./benchmark --modelFile=./models/mobilenet_v2_1.0_224.ms --device=GPU [1] - Segmentation fault ./benchmark --modelFile=./models/mobilenet_v2_1.0_224.ms --device=GPU

备注： --device=CPU是可以正常运行的，改成GPU就crash

测试设备：OPPOr9m 测试模型：mobilenet_v2_1.0_224.ms benchmark版本：mindspore-lite-1.0.1-runtime-arm64-gpu

adb下测试命令：./benchmark --modelFile=./models/mobilenet_v2_1.0_224.ms --device=GPU crash日志： cpuBindMode = HIGHER_CPU CalibDataType = FLOAT start reading model file [2] + Stopped (signal) ./benchmark --modelFile=./models/mobilenet_v2_1.0_224.ms --device=GPU [1] - Segmentation fault ./benchmark --modelFile=./models/mobilenet_v2_1.0_224.ms --device=GPU

备注： --device=CPU是可以正常运行的，改成GPU就crash

我在红米K20 Pro上面，CPU和GPU都可以跑， 似乎mindspore-lite对移动端gpu支持不是很好啊！！gpu跑不了的时候应该返回错误码报错啊，直接crash有点接受不了

chaosisnotopen commented 3 years ago

mindspore-lite-1.1已经发布了，你用1.1试下看，这个问题在1.1已经解决了，不支持会报错的

leonwanghui commented 3 years ago

Hi @ToBigboss, did u try the latest version of mindspore-lite? Any feedback would be appreciated : )