Commit ·
b2cf088
1
Parent(s): b268a80
QNN: DeepLabV3-ResNet101 a16w8; list the ResNet QNN files in the README
Browse files
README.md
CHANGED
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@@ -30,6 +30,16 @@ Upstream model: [DeepLabV3](https://docs.pytorch.org/vision/main/models/deeplabv
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| `qnn/deeplab_v3_mobilenet_v3_large_qnn_a16w8_v75.pte` | qnn | a16w8 |
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| `qnn/deeplab_v3_mobilenet_v3_large_qnn_a16w8_v79.pte` | qnn | a16w8 |
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| `qnn/deeplab_v3_mobilenet_v3_large_qnn_a16w8_v81.pte` | qnn | a16w8 |
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## QNN variants
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| `qnn/deeplab_v3_mobilenet_v3_large_qnn_a16w8_v75.pte` | qnn | a16w8 |
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| `qnn/deeplab_v3_mobilenet_v3_large_qnn_a16w8_v79.pte` | qnn | a16w8 |
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| `qnn/deeplab_v3_mobilenet_v3_large_qnn_a16w8_v81.pte` | qnn | a16w8 |
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| `qnn/deeplab_v3_resnet50_qnn_a16w8_v69.pte` | qnn | a16w8 |
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| `qnn/deeplab_v3_resnet50_qnn_a16w8_v73.pte` | qnn | a16w8 |
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| `qnn/deeplab_v3_resnet50_qnn_a16w8_v75.pte` | qnn | a16w8 |
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| `qnn/deeplab_v3_resnet50_qnn_a16w8_v79.pte` | qnn | a16w8 |
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| `qnn/deeplab_v3_resnet50_qnn_a16w8_v81.pte` | qnn | a16w8 |
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| 38 |
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| `qnn/deeplab_v3_resnet101_qnn_a16w8_v69.pte` | qnn | a16w8 |
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| 39 |
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| `qnn/deeplab_v3_resnet101_qnn_a16w8_v73.pte` | qnn | a16w8 |
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| 40 |
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| `qnn/deeplab_v3_resnet101_qnn_a16w8_v75.pte` | qnn | a16w8 |
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| 41 |
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| `qnn/deeplab_v3_resnet101_qnn_a16w8_v79.pte` | qnn | a16w8 |
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| `qnn/deeplab_v3_resnet101_qnn_a16w8_v81.pte` | qnn | a16w8 |
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## QNN variants
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qnn/config.json
CHANGED
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@@ -327,6 +327,166 @@
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]
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}
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}
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}
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]
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}
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]
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}
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}
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},
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{
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"file": "deeplab_v3_resnet101_qnn_a16w8_v69.pte",
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"precision": "a16w8",
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"quantized": true,
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"default": false,
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"size": "resnet101",
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"methods": {
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"forward": {
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"inputs": [
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{
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"shape": [
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1,
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+
3,
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+
520,
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+
520
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],
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"dtype": "float32"
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}
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],
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"outputs": [
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{
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"shape": [
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1,
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520,
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520
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],
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"dtype": "int32"
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}
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]
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}
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}
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},
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{
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"file": "deeplab_v3_resnet101_qnn_a16w8_v73.pte",
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"precision": "a16w8",
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"quantized": true,
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"default": false,
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"size": "resnet101",
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"methods": {
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"forward": {
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"inputs": [
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{
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"shape": [
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1,
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3,
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+
520,
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+
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],
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"dtype": "float32"
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}
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],
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"outputs": [
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{
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"shape": [
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1,
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+
520,
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],
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"dtype": "int32"
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}
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]
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}
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}
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},
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{
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"file": "deeplab_v3_resnet101_qnn_a16w8_v75.pte",
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"precision": "a16w8",
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"quantized": true,
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"default": false,
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"size": "resnet101",
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"methods": {
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"forward": {
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"inputs": [
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{
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"shape": [
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1,
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],
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"dtype": "float32"
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}
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],
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"outputs": [
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{
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"shape": [
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1,
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520
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],
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"dtype": "int32"
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}
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]
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}
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}
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},
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{
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"file": "deeplab_v3_resnet101_qnn_a16w8_v79.pte",
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"precision": "a16w8",
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"quantized": true,
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"default": false,
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"size": "resnet101",
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"methods": {
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"forward": {
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"inputs": [
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{
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"shape": [
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1,
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3,
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520,
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],
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"dtype": "float32"
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}
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],
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"outputs": [
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{
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"shape": [
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1,
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520,
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],
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"dtype": "int32"
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}
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]
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}
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}
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},
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{
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"file": "deeplab_v3_resnet101_qnn_a16w8_v81.pte",
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"precision": "a16w8",
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"quantized": true,
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"default": false,
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"size": "resnet101",
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"methods": {
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"forward": {
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"inputs": [
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{
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"shape": [
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"dtype": "float32"
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}
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],
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"outputs": [
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{
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"shape": [
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"dtype": "int32"
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}
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}
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}
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]
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}
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qnn/deeplab_v3_resnet101_qnn_a16w8_v69.pte
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:886ad66995edf66d5869ab177d350c110535a66f78137a3a0ee93fd3342edf46
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size 61744640
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qnn/deeplab_v3_resnet101_qnn_a16w8_v73.pte
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:41787204b46f27db5a2fb87e72cd89895c12f63691a59ada5ba5eccf804fe779
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| 3 |
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size 62203392
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qnn/deeplab_v3_resnet101_qnn_a16w8_v75.pte
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8871cb428f88e2816b4a2353caa630325f887ddd1014a9e7ede5d51d16e16a6a
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+
size 62187008
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qnn/deeplab_v3_resnet101_qnn_a16w8_v79.pte
ADDED
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@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
|
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+
oid sha256:66df59f15dce9734f243f9b4819cdc47193906f670dafa64c450e24a90f26a84
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size 62076416
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qnn/deeplab_v3_resnet101_qnn_a16w8_v81.pte
ADDED
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@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:08a5de9378e808a06004036fc92a1d2e53255fe00d12ba5e5e4b85f062b0dc01
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+
size 62744064
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