Export the ResNet QNN variants as a8w8 (2x faster at the same mIoU)

qnn/config.json

@@ -169,8 +169,8 @@
       }
     },
     {
-      "file": "deeplab_v3_resnet50_qnn_a16w8_v69.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_resnet50_qnn_a8w8_v69.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "resnet50",
@@ -201,8 +201,8 @@
       }
     },
     {
-      "file": "deeplab_v3_resnet50_qnn_a16w8_v73.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_resnet50_qnn_a8w8_v73.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "resnet50",
@@ -233,8 +233,8 @@
       }
     },
     {
-      "file": "deeplab_v3_resnet50_qnn_a16w8_v75.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_resnet50_qnn_a8w8_v75.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "resnet50",
@@ -265,8 +265,8 @@
       }
     },
     {
-      "file": "deeplab_v3_resnet50_qnn_a16w8_v79.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_resnet50_qnn_a8w8_v79.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "resnet50",
@@ -297,8 +297,8 @@
       }
     },
     {
-      "file": "deeplab_v3_resnet50_qnn_a16w8_v81.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_resnet50_qnn_a8w8_v81.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "resnet50",
@@ -329,8 +329,8 @@
       }
     },
     {
-      "file": "deeplab_v3_resnet101_qnn_a16w8_v69.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_resnet101_qnn_a8w8_v69.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "resnet101",
@@ -361,8 +361,8 @@
       }
     },
     {
-      "file": "deeplab_v3_resnet101_qnn_a16w8_v73.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_resnet101_qnn_a8w8_v73.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "resnet101",
@@ -393,8 +393,8 @@
       }
     },
     {
-      "file": "deeplab_v3_resnet101_qnn_a16w8_v75.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_resnet101_qnn_a8w8_v75.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "resnet101",
@@ -425,8 +425,8 @@
       }
     },
     {
-      "file": "deeplab_v3_resnet101_qnn_a16w8_v79.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_resnet101_qnn_a8w8_v79.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "resnet101",
@@ -457,8 +457,8 @@
       }
     },
     {
-      "file": "deeplab_v3_resnet101_qnn_a16w8_v81.pte",
-      "precision": "a16w8",
+      "file": "deeplab_v3_resnet101_qnn_a8w8_v81.pte",
+      "precision": "a8w8",
       "quantized": true,
       "default": false,
       "size": "resnet101",

qnn/deeplab_v3_resnet101_qnn_a8w8_v69.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2559b23d34d49ed4cb0cc1e878aae77c14bf8e892977e0ba928269dffa81852
+size 60675584

qnn/deeplab_v3_resnet101_qnn_a8w8_v73.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb4b61df7e3b398455b22bb97a2dc489eefd70a90e837729b3212813926892a2
+size 60675584

qnn/deeplab_v3_resnet101_qnn_a8w8_v75.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13cc7e1876e97533c7f90318d3038161ee2d9a0cfd2f2eb31a8f81134b0fb97c
+size 60720640

qnn/deeplab_v3_resnet101_qnn_a8w8_v79.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ddb20e91b0d11e68c6c7bfc4295b011d30f15abab88f1a9a209d2240144ca36
+size 60450304

qnn/deeplab_v3_resnet101_qnn_a8w8_v81.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9798a113ba909afbf4cfc76d64e8a902b5b21ff76b21b2a623df71295141b782
+size 61228544

qnn/deeplab_v3_resnet50_qnn_a8w8_v69.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15d143f4b946afdd467ab082d8099c001233d81eda5b57fe76d810175cc406a5
+size 41035264

qnn/deeplab_v3_resnet50_qnn_a8w8_v73.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11cf9b77840de2025f089de97e85dcf003229553c053e54c5fe6a7afee38de66
+size 41055744

qnn/deeplab_v3_resnet50_qnn_a8w8_v75.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7af2bbb91a5076b77b6af3ec5eff57b9c5fc88c1c4da6de998759c96657aaba
+size 41047552

qnn/deeplab_v3_resnet50_qnn_a8w8_v79.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d086c2155938125408860b1bd3b34bfb4e2540dac8733680f06d32f8fc18fce3
+size 41051648

qnn/deeplab_v3_resnet50_qnn_a8w8_v81.pte

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4199653cbe0906cd120e6a2ffea94c9ce6657220871c528f39b3fae5e839650f
+size 41387520