v0.34.0

See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

README.md

@@ -23,6 +23,7 @@ More details on model performance across various devices, can be found
 [here](https://aihub.qualcomm.com/models/fastsam_x).
 
 
+
 ### Model Details
 
 - **Model Type:** Model_use_case.semantic_segmentation
@@ -35,31 +36,31 @@ More details on model performance across various devices, can be found
 
 | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
 |---|---|---|---|---|---|---|---|---|
-| FastSam-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 280.992 ms | 4 - 120 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2097.531 ms | 0 - 115 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 277.315 ms | 4 - 90 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
-| FastSam-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 88.853 ms | 4 - 198 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 87.273 ms | 4 - 202 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 99.798 ms | 5 - 93 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
-| FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 46.209 ms | 4 - 65 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 43.436 ms | 4 - 62 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 40.425 ms | 5 - 32 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
-| FastSam-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 70.685 ms | 1 - 113 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 70.672 ms | 4 - 119 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 67.905 ms | 4 - 87 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
-| FastSam-X | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 280.992 ms | 4 - 120 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2097.531 ms | 0 - 115 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 277.315 ms | 4 - 90 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
-| FastSam-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 46.416 ms | 4 - 61 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 45.819 ms | 4 - 62 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 42.995 ms | 5 - 36 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
-| FastSam-X | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 89.574 ms | 4 - 105 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 89.598 ms | 4 - 104 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 79.789 ms | 5 - 82 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
-| FastSam-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 45.724 ms | 4 - 66 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 43.576 ms | 4 - 63 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 42.818 ms | 5 - 30 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
-| FastSam-X | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 70.685 ms | 1 - 113 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 70.672 ms | 4 - 119 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 67.905 ms | 4 - 87 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
-| FastSam-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 46.298 ms | 4 - 62 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 45.814 ms | 0 - 63 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 42.361 ms | 5 - 30 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
 | FastSam-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 46.52 ms | 0 - 174 MB | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
-| FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 35.006 ms | 3 - 210 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 34.452 ms | 3 - 207 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 32.931 ms | 5 - 86 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
 | FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 35.033 ms | 14 - 98 MB | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
-| FastSam-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 30.716 ms | 4 - 121 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
+| FastSam-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 30.709 ms | 2 - 119 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
 | FastSam-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 25.394 ms | 5 - 91 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
 | FastSam-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 29.851 ms | 14 - 88 MB | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
 | FastSam-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 45.562 ms | 355 - 355 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
@@ -121,17 +122,7 @@ device. This script does the following:
 ```bash
 python -m qai_hub_models.models.fastsam_x.export
 ```
-```
-Profiling Results
-------------------------------------------------------------
-FastSam-X
-Device                          : cs_8275 (ANDROID 14)                 
-Runtime                         : TFLITE                               
-Estimated inference time (ms)   : 281.0                                
-Estimated peak memory usage (MB): [4, 120]                             
-Total # Ops                     : 419                                  
-Compute Unit(s)                 : npu (419 ops) gpu (0 ops) cpu (0 ops)
-```
+
 
 
 ## How does this work?

precompiled/qualcomm-snapdragon-x-elite/FastSam-X.bin

@@ -1,3 +1,3 @@
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+oid sha256:c03aebd0a72300e9289e81c3b2ee02062e7c88cece5b80f2b26ab0b85b026228
 size 149666184

precompiled/qualcomm-snapdragon-x-elite/FastSam-X.onnx.zip

@@ -1,3 +1,3 @@
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-oid sha256:aa69ae0dcc71297ee96940c338e50a5179c7b936658abd12630d246290e95780
-size 135765548
+oid sha256:17d32c3698fd6bbda5916de685d6420e20479c975e7a4dd9c820462d8dd753cc
+size 135765543

precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml

@@ -0,0 +1,5 @@
+sdk_versions:
+  qnn_context_binary:
+    qairt: 2.34.2.250528164111_119506
+  precompiled_qnn_onnx:
+    qairt: 2.33.2.250410134701_117956