v0.42.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.
- HuggingFace-WavLM-Base-Plus_float.onnx.zip +2 -2
- README.md +21 -21
HuggingFace-WavLM-Base-Plus_float.onnx.zip
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c1a3d07f51d24e04fbf6e037bd86a573d1d6611a91d36aff9bce036c0953e0c9
|
| 3 |
+
size 347488630
|
README.md
CHANGED
|
@@ -36,23 +36,23 @@ More details on model performance across various devices, can be found
|
|
| 36 |
|
| 37 |
| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
|
| 38 |
|---|---|---|---|---|---|---|---|---|
|
| 39 |
-
| HuggingFace-WavLM-Base-Plus | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE |
|
| 40 |
-
| HuggingFace-WavLM-Base-Plus | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE |
|
| 41 |
-
| HuggingFace-WavLM-Base-Plus | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE |
|
| 42 |
-
| HuggingFace-WavLM-Base-Plus | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX |
|
| 43 |
-
| HuggingFace-WavLM-Base-Plus | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE |
|
| 44 |
-
| HuggingFace-WavLM-Base-Plus | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE |
|
| 45 |
-
| HuggingFace-WavLM-Base-Plus | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE |
|
| 46 |
-
| HuggingFace-WavLM-Base-Plus | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE |
|
| 47 |
-
| HuggingFace-WavLM-Base-Plus | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE |
|
| 48 |
-
| HuggingFace-WavLM-Base-Plus | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE |
|
| 49 |
-
| HuggingFace-WavLM-Base-Plus | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE |
|
| 50 |
-
| HuggingFace-WavLM-Base-Plus | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX |
|
| 51 |
-
| HuggingFace-WavLM-Base-Plus | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE |
|
| 52 |
-
| HuggingFace-WavLM-Base-Plus | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 188.
|
| 53 |
-
| HuggingFace-WavLM-Base-Plus | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE |
|
| 54 |
-
| HuggingFace-WavLM-Base-Plus | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX |
|
| 55 |
-
| HuggingFace-WavLM-Base-Plus | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX |
|
| 56 |
|
| 57 |
|
| 58 |
|
|
@@ -67,9 +67,9 @@ pip install "qai-hub-models[huggingface-wavlm-base-plus]"
|
|
| 67 |
```
|
| 68 |
|
| 69 |
|
| 70 |
-
## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
|
| 71 |
|
| 72 |
-
Sign-in to [Qualcomm® AI Hub](https://
|
| 73 |
Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
|
| 74 |
|
| 75 |
With this API token, you can configure your client to run models on the cloud
|
|
@@ -77,7 +77,7 @@ hosted devices.
|
|
| 77 |
```bash
|
| 78 |
qai-hub configure --api_token API_TOKEN
|
| 79 |
```
|
| 80 |
-
Navigate to [docs](https://
|
| 81 |
|
| 82 |
|
| 83 |
|
|
@@ -188,7 +188,7 @@ With the output of the model, you can compute like PSNR, relative errors or
|
|
| 188 |
spot check the output with expected output.
|
| 189 |
|
| 190 |
**Note**: This on-device profiling and inference requires access to Qualcomm®
|
| 191 |
-
AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
|
| 192 |
|
| 193 |
|
| 194 |
|
|
|
|
| 36 |
|
| 37 |
| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
|
| 38 |
|---|---|---|---|---|---|---|---|---|
|
| 39 |
+
| HuggingFace-WavLM-Base-Plus | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2838.353 ms | 125 - 908 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 40 |
+
| HuggingFace-WavLM-Base-Plus | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2031.449 ms | 125 - 1352 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 41 |
+
| HuggingFace-WavLM-Base-Plus | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1743.775 ms | 125 - 128 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 42 |
+
| HuggingFace-WavLM-Base-Plus | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 291.085 ms | 0 - 497 MB | NPU | [HuggingFace-WavLM-Base-Plus.onnx.zip](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.onnx.zip) |
|
| 43 |
+
| HuggingFace-WavLM-Base-Plus | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2232.667 ms | 125 - 908 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 44 |
+
| HuggingFace-WavLM-Base-Plus | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2838.353 ms | 125 - 908 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 45 |
+
| HuggingFace-WavLM-Base-Plus | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1662.966 ms | 125 - 129 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 46 |
+
| HuggingFace-WavLM-Base-Plus | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2056.068 ms | 116 - 1044 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 47 |
+
| HuggingFace-WavLM-Base-Plus | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1695.741 ms | 125 - 191 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 48 |
+
| HuggingFace-WavLM-Base-Plus | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2232.667 ms | 125 - 908 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 49 |
+
| HuggingFace-WavLM-Base-Plus | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1413.877 ms | 125 - 1173 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 50 |
+
| HuggingFace-WavLM-Base-Plus | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 219.41 ms | 0 - 852 MB | NPU | [HuggingFace-WavLM-Base-Plus.onnx.zip](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.onnx.zip) |
|
| 51 |
+
| HuggingFace-WavLM-Base-Plus | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1054.762 ms | 125 - 903 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 52 |
+
| HuggingFace-WavLM-Base-Plus | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 188.588 ms | 1 - 664 MB | NPU | [HuggingFace-WavLM-Base-Plus.onnx.zip](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.onnx.zip) |
|
| 53 |
+
| HuggingFace-WavLM-Base-Plus | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 888.997 ms | 123 - 901 MB | CPU | [HuggingFace-WavLM-Base-Plus.tflite](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.tflite) |
|
| 54 |
+
| HuggingFace-WavLM-Base-Plus | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 154.713 ms | 0 - 728 MB | NPU | [HuggingFace-WavLM-Base-Plus.onnx.zip](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.onnx.zip) |
|
| 55 |
+
| HuggingFace-WavLM-Base-Plus | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 295.583 ms | 202 - 202 MB | NPU | [HuggingFace-WavLM-Base-Plus.onnx.zip](https://huggingface.co/qualcomm/HuggingFace-WavLM-Base-Plus/blob/main/HuggingFace-WavLM-Base-Plus.onnx.zip) |
|
| 56 |
|
| 57 |
|
| 58 |
|
|
|
|
| 67 |
```
|
| 68 |
|
| 69 |
|
| 70 |
+
## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
|
| 71 |
|
| 72 |
+
Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
|
| 73 |
Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
|
| 74 |
|
| 75 |
With this API token, you can configure your client to run models on the cloud
|
|
|
|
| 77 |
```bash
|
| 78 |
qai-hub configure --api_token API_TOKEN
|
| 79 |
```
|
| 80 |
+
Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
|
| 81 |
|
| 82 |
|
| 83 |
|
|
|
|
| 188 |
spot check the output with expected output.
|
| 189 |
|
| 190 |
**Note**: This on-device profiling and inference requires access to Qualcomm®
|
| 191 |
+
AI Hub Workbench. [Sign up for access](https://myaccount.qualcomm.com/signup).
|
| 192 |
|
| 193 |
|
| 194 |
|