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Features & Scope of support

NetsPresso Benchmarker

NetsPresso Benchmarker is a service that allows you to easily obtain benchmark results from real devices.

Key Features

NetsPresso Benchmarker is a cloud-based service that executes models on real devices to verify model accuracy and obtain benchmark results, including latency and memory usage. The service supports over 20 different devices and provides results using various runtimes, such as ONNX, TFLite, TensorRT, DRPAI, and OpenVino.

Scope of support

Devices that support benchmarks for model's framework

Device / FrameworkONNXTENSORRTTENSORFLOW_LITEDRPAIOPENVINO
RASPBERRY_PI_5
RASPBERRY_PI_4B
RASPBERRY_PI_3B_PLUS
RASPBERRY_PI_ZERO_W
RASPBERRY_PI_ZERO_2W
ARM_ETHOS_U_SERIES✓ (only INT8)
ALIF_ENSEMBLE_E7_DEVKIT_GEN2✓ (only INT8)
RENESAS_RA8D1✓ (only INT8)
NXP_IMX93✓ (only INT8)
ARDUINO_NICLA_VISION✓ (only INT8)
RENESAS_RZ_V2L
RENESAS_RZ_V2M
JETSON_NANO
JETSON_TX2
JETSON_XAVIER
JETSON_NX
JETSON_AGX_ORIN
JETSON_ORIN_NANO
AWS_T4
INTEL_XEON_W_2233