美格智能 MeiG

Deeplab-xception

目标检测ONNXQNNTFLite

Deeplab-xception — 美格最新实测数据。

BEST · SNM980
253.872inf/s
TFLite/NPU ·
任务类型
目标检测
平台覆盖
4 个

跨平台性能对比

按实测指标排序,深色条为该模型最佳平台。

inf/sSNM980253.872SNM980227.79SNM970143.349SNM983133.583SNM970127.194SNM983116.023SNM98074.003SNM97044.105SNM98329.757SRM66909.935SRM66908.081SRM66904.1SNM9703.236

芯片兼容矩阵

模型 × 芯片平台 × 精度 × 推理后端 组合的实测性能。

芯片平台精度推理后端性能报告
SNM980
SM8750P (Snapdragon 8 Elite)
TFLite/NPU253.872 inf/s查看 →
SNM980
SM8750P (Snapdragon 8 Elite)
QNN/HTP227.79 inf/s查看 →
SNM970
QCS8550 / QCM8550 (Snapdragon 8 Gen 2)
TFLite/NPU143.349 inf/s查看 →
SNM983
QCS9075 / QCS9100 (SA8775P)
TFLite/NPU133.583 inf/s查看 →
SNM970
QCS8550 / QCM8550 (Snapdragon 8 Gen 2)
QNN/HTP127.194 inf/s查看 →
SNM983
QCS9075 / QCS9100 (SA8775P)
QNN/HTP116.023 inf/s查看 →
SNM980
SM8750P (Snapdragon 8 Elite)
ONNX/NPU74.003 inf/s查看 →
SNM970
QCS8550 / QCM8550 (Snapdragon 8 Gen 2)
ONNX/NPU44.105 inf/s查看 →
SNM983
QCS9075 / QCS9100 (SA8775P)
ONNX/NPU29.757 inf/s查看 →
SRM6690
QCM6690 (Snapdragon 6690)
QNN/HTP9.935 inf/s查看 →
SRM6690
QCM6690 (Snapdragon 6690)
TFLite/NPU8.081 inf/s查看 →
SRM6690
QCM6690 (Snapdragon 6690)
ONNX/CPU4.1 inf/s查看 →
SNM970
QCS8550 / QCM8550 (Snapdragon 8 Gen 2)
ONNX/CPU3.236 inf/s查看 →

下载资源

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