Export the MobileNetV3 QNN variants as a8w8 (2.2x faster at the same mIoU)

qnn/config.json

@@ -9,8 +9,8 @@
   "license": "bsd-3-clause",
   "variants": [
     {
-      "file": "deeplab_v3_mobilenet_v3_large_qnn_a16w8_v69.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_mobilenet_v3_large_qnn_a8w8_v69.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "mobilenet_v3_large",
@@ -41,8 +41,8 @@
       }
     },
     {
-      "file": "deeplab_v3_mobilenet_v3_large_qnn_a16w8_v73.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_mobilenet_v3_large_qnn_a8w8_v73.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "mobilenet_v3_large",
@@ -73,8 +73,8 @@
       }
     },
     {
-      "file": "deeplab_v3_mobilenet_v3_large_qnn_a16w8_v75.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_mobilenet_v3_large_qnn_a8w8_v75.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "mobilenet_v3_large",
@@ -105,8 +105,8 @@
       }
     },
     {
-      "file": "deeplab_v3_mobilenet_v3_large_qnn_a16w8_v79.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_mobilenet_v3_large_qnn_a8w8_v79.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "mobilenet_v3_large",
@@ -137,8 +137,8 @@
       }
     },
     {
-      "file": "deeplab_v3_mobilenet_v3_large_qnn_a16w8_v81.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_mobilenet_v3_large_qnn_a8w8_v81.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": true,
       "size": "mobilenet_v3_large",

qnn/deeplab_v3_mobilenet_v3_large_qnn_a8w8_v69.pte

@@ -0,0 +1,3 @@
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+size 14837248

qnn/deeplab_v3_mobilenet_v3_large_qnn_a8w8_v73.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2e9c4ea35699566077c5114483d559b386c0289faabeeca35d817ef0f925c42
+size 12359168

qnn/deeplab_v3_mobilenet_v3_large_qnn_a8w8_v75.pte

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+version https://git-lfs.github.com/spec/v1
+oid sha256:06382cc2d7d587dc147ee0c65f6ddc040b37abf7a960920f016733fdf534bbac
+size 12359168

qnn/deeplab_v3_mobilenet_v3_large_qnn_a8w8_v79.pte

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+oid sha256:e4452866ec9e7d3d5eb1fe84f6f1d58bf0ec6fac7169e374cec41612ebded49b
+size 12359168

qnn/deeplab_v3_mobilenet_v3_large_qnn_a8w8_v81.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:393dae082d5674634dd118b67738770a5f84015e51b2547b435d010d0f147f58
+size 12404224