WebNN Conformance Tests
Check the WebNN conformance status with your current browser
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WebNN Conformance Status
FP32 FP16 INT8 INT4
Model
Info
Hardware
Wasm / Baseline
WebGL
WebGPU
WebNN CPU
WebNN GPU
WebNN NPU
MobileNet v2_10
onnx fp32
IA
1e-3 1e-4 1e-5 1e-6 1e-7 1e-8
max diff 1 max diff 2 max diff 3
raw
n/a n/a n/a n/a n/a n/a
error raw
pass pass pass fail fail fail
0.0000079274177551269530.0000075697898864746090.000007510185241699219
raw
pass pass fail fail fail fail
0.000059962272644042970.000058174133300781250.00005650520324707031
raw
pass pass fail fail fail fail
0.000043749809265136720.000041723251342773440.00003981590270996094
raw
raw
ResNet50 v2
onnx fp32
IA
1e-3 1e-4 1e-5 1e-6 1e-7 1e-8
max diff 1 max diff 2 max diff 3
raw
n/a n/a n/a n/a n/a n/a
error raw
pass pass pass fail fail fail
0.0000088214874267578120.0000087022781372070310.000008225440979003906
raw
pass pass fail fail fail fail
0.0000240802764892578120.0000231266021728515620.000018775463104248047
raw
fail fail fail fail fail fail
0.00170129537582397460.00165033340454101560.0015981197357177734
raw
raw
SqueezeNet 1.1
onnx fp32
IA
1e-3 1e-4 1e-5 1e-6 1e-7 1e-8
max diff 1 max diff 2 max diff 3
raw
pass pass fail fail fail fail
0.0000115633010864257810.0000115633010864257810.000011086463928222656
raw
pass pass pass fail fail fail
0.0000097751617431640620.0000092983245849609380.000009298324584960938
raw
pass pass fail fail fail fail
0.000012397766113281250.0000116825103759765620.000011682510375976562
raw
pass pass pass fail fail fail
0.0000042915344238281250.00000405311584472656250.000003814697265625
raw
raw
Tested on Windows Windows 11 · Chrome Canary 132.0.6780.0 · Last update: Oct 17, 2024

ONNX Runtime Web

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ONNX Runtime Web

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Runtime Web
Wasm · WebGPU · WebNN

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