std_dev<=5e-06
Note: These models are CNN based.
Model | Latency (ms) | Accuracy | Power Usage | Max Memory |
---|---|---|---|---|
mobilenet_v2_1.0_224 | <= 5 | avg_err <=0.00005 std_dev <=6e-06 | TBD | <=150MB |
mobilenet_v2_1.0_224_quant | <= 5 | avg_err <=1.5 std_dev <=0.2 | TBD | <=150MB |
Note: These models are running on CPU in production
Note2: While running benchmark_model
with following models, add --run_delay=<secs>
to simulate audio server behavior.
Model | Latency on CPU (ms) | Extra arguments | sha256 |
---|---|---|---|
lstm | <= 1 | --run_delay=0.01 | a1f1329501c0a87dff6a20d3b330cb73e85ccc23a5c36880c81476e2fb338fd2 |
seanet_wave | <= 2 | --run_delay=0.02 | 7bb40d8e72471a13324491777e03207646f1641942d373d40478d237e87d032d |
seanet_stft | <= 2 | --run_delay=0.02 | a3ea8c3eae3373cb9ef4ac46d22ad5a254aa2e40d764a8f6dbee218be27f9b31 |