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SalsaNext

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v0.32.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.

Files changed (6) hide show
  1. .gitattributes +2 -0
  2. DEPLOYMENT_MODEL_LICENSE.pdf +3 -0
  3. LICENSE +2 -0
  4. README.md +14 -5
  5. SalsaNext.onnx +2 -2
  6. SalsaNext_w8a16.dlc +3 -0
.gitattributes CHANGED
@@ -34,3 +34,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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  SalsaNext.dlc filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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  SalsaNext.dlc filter=lfs diff=lfs merge=lfs -text
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+ DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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+ SalsaNext_w8a16.dlc filter=lfs diff=lfs merge=lfs -text
DEPLOYMENT_MODEL_LICENSE.pdf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
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+ size 109629
LICENSE ADDED
@@ -0,0 +1,2 @@
 
 
 
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+ The license of the original trained model can be found at https://github.com/TiagoCortinhal/SalsaNext/blob/master/LICENSE.
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+ The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
README.md CHANGED
@@ -25,7 +25,8 @@ More details on model performance across various devices, can be found
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  - **Model Stats:**
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  - Model checkpoint: SalsaNext
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  - Input resolution: 1x5x64x2048
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- - Model size: 108 MB
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
@@ -39,15 +40,23 @@ More details on model performance across various devices, can be found
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  | SalsaNext | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 36.864 ms | 0 - 41 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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  | SalsaNext | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 48.477 ms | 64 - 89 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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  | SalsaNext | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 31.188 ms | 3 - 19 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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- | SalsaNext | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 32.053 ms | 20 - 65 MB | NPU | [SalsaNext.onnx](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx) |
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  | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 36.615 ms | 63 - 104 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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  | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 23.162 ms | 3 - 46 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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- | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 23.744 ms | 24 - 77 MB | NPU | [SalsaNext.onnx](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx) |
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  | SalsaNext | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 33.594 ms | 64 - 98 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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  | SalsaNext | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 17.52 ms | 3 - 47 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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- | SalsaNext | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 18.546 ms | 25 - 71 MB | NPU | [SalsaNext.onnx](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx) |
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  | SalsaNext | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 31.316 ms | 40 - 40 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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- | SalsaNext | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 32.14 ms | 35 - 35 MB | NPU | [SalsaNext.onnx](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx) |
 
 
 
 
 
 
 
 
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  - **Model Stats:**
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  - Model checkpoint: SalsaNext
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  - Input resolution: 1x5x64x2048
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+ - Number of parameters: 6.71M
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+ - Model size (float): 25.7 MB
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
 
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  | SalsaNext | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 36.864 ms | 0 - 41 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
41
  | SalsaNext | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 48.477 ms | 64 - 89 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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  | SalsaNext | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 31.188 ms | 3 - 19 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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+ | SalsaNext | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 32.176 ms | 20 - 62 MB | NPU | [SalsaNext.onnx](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx) |
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  | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 36.615 ms | 63 - 104 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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  | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 23.162 ms | 3 - 46 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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+ | SalsaNext | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 24.018 ms | 24 - 75 MB | NPU | [SalsaNext.onnx](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx) |
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  | SalsaNext | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 33.594 ms | 64 - 98 MB | NPU | [SalsaNext.tflite](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.tflite) |
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  | SalsaNext | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 17.52 ms | 3 - 47 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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+ | SalsaNext | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 21.017 ms | 24 - 71 MB | NPU | [SalsaNext.onnx](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx) |
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  | SalsaNext | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 31.316 ms | 40 - 40 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.dlc) |
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+ | SalsaNext | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 32.163 ms | 35 - 35 MB | NPU | [SalsaNext.onnx](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext.onnx) |
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+ | SalsaNext | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 64.102 ms | 1 - 79 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 68.333 ms | 1 - 105 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 35.676 ms | 0 - 42 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 35.466 ms | 1 - 80 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 35.678 ms | 0 - 42 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 25.805 ms | 1 - 85 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 24.714 ms | 1 - 91 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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+ | SalsaNext | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 45.516 ms | 58 - 58 MB | NPU | [SalsaNext.dlc](https://huggingface.co/qualcomm/SalsaNext/blob/main/SalsaNext_w8a16.dlc) |
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SalsaNext_w8a16.dlc ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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