v0.30.2
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.30.2 for changelog.
README.md
CHANGED
@@ -32,35 +32,31 @@ This model is an implementation of BGNet found [here](https://github.com/thograc
|
|
32 |
|
33 |
| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
|
34 |
|---|---|---|---|---|---|---|---|---|
|
35 |
-
| BGNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE |
|
36 |
-
| BGNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 116.
|
37 |
-
| BGNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE |
|
38 |
-
| BGNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 41.
|
39 |
-
| BGNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE |
|
40 |
-
| BGNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 19.
|
41 |
-
| BGNet | float |
|
42 |
-
| BGNet | float |
|
43 |
-
| BGNet | float |
|
44 |
-
| BGNet | float |
|
45 |
-
| BGNet | float |
|
46 |
-
| BGNet | float |
|
47 |
-
| BGNet | float |
|
48 |
-
| BGNet | float |
|
49 |
-
| BGNet | float |
|
50 |
-
| BGNet | float |
|
51 |
-
| BGNet | float |
|
52 |
-
| BGNet | float |
|
53 |
-
| BGNet | float | Samsung Galaxy
|
54 |
-
| BGNet | float | Samsung Galaxy
|
55 |
-
| BGNet | float |
|
56 |
-
| BGNet | float |
|
57 |
-
| BGNet | float |
|
58 |
-
| BGNet | float |
|
59 |
-
| BGNet | float | Snapdragon
|
60 |
-
| BGNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 14.904 ms | 2 - 63 MB | NPU | -- |
|
61 |
-
| BGNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 15.931 ms | 1 - 64 MB | NPU | -- |
|
62 |
-
| BGNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 20.303 ms | 2 - 2 MB | NPU | -- |
|
63 |
-
| BGNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 22.198 ms | 154 - 154 MB | NPU | -- |
|
64 |
|
65 |
|
66 |
|
|
|
32 |
|
33 |
| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
|
34 |
|---|---|---|---|---|---|---|---|---|
|
35 |
+
| BGNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 118.319 ms | 1 - 126 MB | NPU | -- |
|
36 |
+
| BGNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 116.819 ms | 2 - 11 MB | NPU | -- |
|
37 |
+
| BGNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 34.374 ms | 1 - 209 MB | NPU | -- |
|
38 |
+
| BGNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 41.165 ms | 2 - 50 MB | NPU | -- |
|
39 |
+
| BGNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 22.942 ms | 1 - 19 MB | NPU | -- |
|
40 |
+
| BGNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 19.894 ms | 2 - 4 MB | NPU | -- |
|
41 |
+
| BGNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 118.319 ms | 1 - 126 MB | NPU | -- |
|
42 |
+
| BGNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 116.819 ms | 2 - 11 MB | NPU | -- |
|
43 |
+
| BGNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 23.032 ms | 1 - 19 MB | NPU | -- |
|
44 |
+
| BGNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 19.82 ms | 2 - 4 MB | NPU | -- |
|
45 |
+
| BGNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 37.993 ms | 1 - 99 MB | NPU | -- |
|
46 |
+
| BGNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 34.723 ms | 2 - 19 MB | NPU | -- |
|
47 |
+
| BGNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 23.229 ms | 1 - 20 MB | NPU | -- |
|
48 |
+
| BGNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 19.833 ms | 2 - 4 MB | NPU | -- |
|
49 |
+
| BGNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 22.84 ms | 1 - 19 MB | NPU | -- |
|
50 |
+
| BGNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 19.968 ms | 2 - 29 MB | NPU | -- |
|
51 |
+
| BGNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 20.487 ms | 0 - 173 MB | NPU | -- |
|
52 |
+
| BGNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 16.768 ms | 0 - 234 MB | NPU | -- |
|
53 |
+
| BGNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 14.738 ms | 2 - 76 MB | NPU | -- |
|
54 |
+
| BGNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 14.886 ms | 4 - 83 MB | NPU | -- |
|
55 |
+
| BGNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 15.45 ms | 1 - 126 MB | NPU | -- |
|
56 |
+
| BGNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 12.583 ms | 2 - 63 MB | NPU | -- |
|
57 |
+
| BGNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 15.563 ms | 2 - 65 MB | NPU | -- |
|
58 |
+
| BGNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 20.261 ms | 2 - 2 MB | NPU | -- |
|
59 |
+
| BGNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 22.284 ms | 154 - 154 MB | NPU | -- |
|
|
|
|
|
|
|
|
|
60 |
|
61 |
|
62 |
|