diff --git a/.gitignore b/.gitignore
index 780094ccd..d37f30544 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,3 +3,4 @@
/static/json/commit_update_data.json
.DS_Store
/.vs
+node_modules
diff --git a/docs/common/ai/_cubie_acuity_env.mdx b/docs/common/ai/_cubie_acuity_env.mdx
index 6be96d73f..8b6aaea79 100644
--- a/docs/common/ai/_cubie_acuity_env.mdx
+++ b/docs/common/ai/_cubie_acuity_env.mdx
@@ -57,10 +57,11 @@ sudo apt-get install docker-ce docker-ce-cli containerd.io docker-buildx-plugin
### 获取 ACUITY 下载包
-在 [全志网盘](https://netstorage.allwinnertech.com:5001/sharing/Mh23BhPHq) 下载 ACUITY docker 压缩包并解压
-
+
+在 [全志网盘](https://netstorage.allwinnertech.com:5001/sharing/Mh23BhPHq) 下载 ACUITY docker 压缩包并解压。
+
```bash
@@ -70,6 +71,9 @@ unzip docker_images_v2.0.x.zip
+
+在 [全志网盘](https://netstorage.allwinnertech.com:5001/sharing/N6TVlZQVZ) 下载 ACUITY docker 压缩包并解压。
+
```bash
@@ -87,7 +91,9 @@ unzip docker_images_v1.8.x.zip
```bash
-cd docker_images_v2.0.x unzip ubuntu-npu_v2.0.10.1.tar.zip sudo docker load -i ubuntu-npu_v2.0.10.1.tar
+cd docker_images_v2.0.x
+unzip ubuntu-npu_v2.0.10.1.tar.zip
+sudo docker load -i ubuntu-npu_v2.0.10.1.tar
```
@@ -96,7 +102,9 @@ cd docker_images_v2.0.x unzip ubuntu-npu_v2.0.10.1.tar.zip sudo docker load -i u
```bash
-cd docker_images_v1.8.x unzip ubuntu-npu_v1.8.11.tar.zip sudo docker load -i ubuntu-npu_v1.8.11.tar
+cd docker_images_v1.8.x
+unzip ubuntu-npu_v1.8.11.tar.zip
+sudo docker load -i ubuntu-npu_v1.8.11.tar
```
@@ -112,7 +120,8 @@ cd docker_images_v1.8.x unzip ubuntu-npu_v1.8.11.tar.zip sudo docker load -i ubu
```bash
-mkdir docker_data && cd docker_data sudo docker run --ipc=host -itd -v ${PWD}:/workspace --name allwinner_v2.0.10.1 ubuntu-npu:v2.0.10.1 /bin/bash
+mkdir docker_data && cd docker_data
+sudo docker run --ipc=host -itd -v ${PWD}:/workspace --name allwinner_v2.0.10.1 ubuntu-npu:v2.0.10.1 /bin/bash
```
@@ -121,7 +130,8 @@ mkdir docker_data && cd docker_data sudo docker run --ipc=host -itd -v ${PWD}:/w
```bash
-mkdir docker_data && cd docker_data sudo docker run --ipc=host -itd -v ${PWD}:/workspace --name allwinner_v1.8.11 ubuntu-npu:v1.8.11 /bin/bash
+mkdir docker_data && cd docker_data
+sudo docker run --ipc=host -itd -v ${PWD}:/workspace --name allwinner_v1.8.11 ubuntu-npu:v1.8.11 /bin/bash
```
diff --git a/docs/common/ai/_cubie_acuity_usage.mdx b/docs/common/ai/_cubie_acuity_usage.mdx
index b36d95f8d..e26ca7c0a 100644
--- a/docs/common/ai/_cubie_acuity_usage.mdx
+++ b/docs/common/ai/_cubie_acuity_usage.mdx
@@ -514,7 +514,7 @@ Average 229388.52ms or 229388512.00us
板端 使用 NPU 推理 NBG 格式模型，可使用 `vpm_run` 工具进行推理测试，
-`vpm_run` 安装与使用请参考 [**vpm_run 模型测试工具**](cubie_vpm_run)
+`vpm_run` 安装与使用请参考 [**vpm_run 模型测试工具**](cubie-vpm-run)
{/* ### 板端执行 */}
diff --git a/docs/common/ai/cubie/_model-zoo-densenet121-keras.mdx b/docs/common/ai/cubie/_model-zoo-densenet121-keras.mdx
index a0b648cc8..1e14eea57 100644
--- a/docs/common/ai/cubie/_model-zoo-densenet121-keras.mdx
+++ b/docs/common/ai/cubie/_model-zoo-densenet121-keras.mdx
@@ -255,9 +255,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | densenet121 | 224×224 | 10.4 ms | 3.6 ms | 8.3 ms | | 22.3 ms | 44.8 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :-------- |
+| 全志 A733 | Vivante VIP9000 | densenet121 | 224×224 | 10.4 ms | 3.6 ms | 8.3 ms | | 22.3 ms | 120.5 FPS |
@@ -304,9 +306,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 T527 | Vivante VIP9000 | densenet121 | 224×224 | 12.9 ms | 2.4 ms | 10.6 ms | | 25.9 ms | 38.6 FPS |
+| 全志 T527 | Vivante VIP9000 | densenet121 | 224×224 | 12.9 ms | 2.4 ms | 10.6 ms | | 25.9 ms | 94.3 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-lenet-caffe.mdx b/docs/common/ai/cubie/_model-zoo-lenet-caffe.mdx
index 5dd324a79..3283d6c92 100644
--- a/docs/common/ai/cubie/_model-zoo-lenet-caffe.mdx
+++ b/docs/common/ai/cubie/_model-zoo-lenet-caffe.mdx
@@ -253,9 +253,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :---- | :--------- | :----------- | :----------- | :----------- | :--------- | :----- | :-------- |
-| 全志 A733 | Vivante VIP9000 | lenet | 28×28 | 1.5 ms | 0.2 ms | 0.3 ms | | 2.0 ms | 500.0 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :---- | :--------- | :----------- | :----------- | :----------- | :--------- | :----- | :--------- |
+| 全志 A733 | Vivante VIP9000 | lenet | 28×28 | 1.5 ms | 0.2 ms | 0.3 ms | | 2.0 ms | 3333.3 FPS |
@@ -297,9 +299,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :---- | :--------- | :----------- | :----------- | :----------- | :--------- | :----- | :--------- |
-| 全志 T527 | Vivante VIP9000 | lenet | 28×28 | 0.7 ms | 0.1 ms | 0.2 ms | | 1.0 ms | 1000.0 FPS |
+| 全志 T527 | Vivante VIP9000 | lenet | 28×28 | 0.7 ms | 0.1 ms | 0.2 ms | | 1.0 ms | 5000.0 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-mobilenetv1-tensorflow.mdx b/docs/common/ai/cubie/_model-zoo-mobilenetv1-tensorflow.mdx
index debad39ce..73ef06c47 100644
--- a/docs/common/ai/cubie/_model-zoo-mobilenetv1-tensorflow.mdx
+++ b/docs/common/ai/cubie/_model-zoo-mobilenetv1-tensorflow.mdx
@@ -257,9 +257,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :----- | :-------- |
-| 全志 A733 | Vivante VIP9000 | mobilenetv1 | 224×224 | 5.7 ms | 1.1 ms | 1.8 ms | | 8.6 ms | 116.3 FPS |
+| 全志 A733 | Vivante VIP9000 | mobilenetv1 | 224×224 | 5.7 ms | 1.1 ms | 1.8 ms | | 8.6 ms | 555.6 FPS |
@@ -306,9 +308,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 T527 | Vivante VIP9000 | mobilenetv1 | 224×224 | 5.6 ms | 1.0 ms | 3.8 ms | | 10.4 ms | 96.2 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :-------- |
+| 全志 T527 | Vivante VIP9000 | mobilenetv1 | 224×224 | 5.6 ms | 1.0 ms | 3.8 ms | | 10.4 ms | 263.2 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-mobilenetv2.mdx b/docs/common/ai/cubie/_model-zoo-mobilenetv2.mdx
index e536698ef..50110544d 100644
--- a/docs/common/ai/cubie/_model-zoo-mobilenetv2.mdx
+++ b/docs/common/ai/cubie/_model-zoo-mobilenetv2.mdx
@@ -256,9 +256,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :----- | :-------- |
-| 全志 A733 | Vivante VIP9000 | mobilenetv2 | 224×224 | 6.2 ms | 1.5 ms | 2.0 ms | | 9.7 ms | 103.1 FPS |
+| 全志 A733 | Vivante VIP9000 | mobilenetv2 | 224×224 | 6.2 ms | 1.5 ms | 2.0 ms | | 9.7 ms | 500.0 FPS |
@@ -305,9 +307,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 T527 | Vivante VIP9000 | mobilenetv2 | 224×224 | 6.5 ms | 1.9 ms | 3.1 ms | | 11.5 ms | 87.0 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :-------- |
+| 全志 T527 | Vivante VIP9000 | mobilenetv2 | 224×224 | 6.5 ms | 1.9 ms | 3.1 ms | | 11.5 ms | 322.6 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-ppseg.mdx b/docs/common/ai/cubie/_model-zoo-ppseg.mdx
index 7f66e98fd..845033fef 100644
--- a/docs/common/ai/cubie/_model-zoo-ppseg.mdx
+++ b/docs/common/ai/cubie/_model-zoo-ppseg.mdx
@@ -257,9 +257,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :-------------------- | :--------- | :----------- | :----------- | :----------- | :--------- | :----- | :------ |
-| 全志 A733 | Vivante VIP9000 | pp_liteseg_cityscapes | 512×512 | 30.5 ms | 1.6 ms | 81.8 ms | 146.0 ms | 260 ms | 3.8 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :-------------------- | :--------- | :----------- | :----------- | :----------- | :--------- | :----- | :------- |
+| 全志 A733 | Vivante VIP9000 | pp_liteseg_cityscapes | 512×512 | 30.5 ms | 1.6 ms | 81.8 ms | 146.0 ms | 260 ms | 12.2 FPS |
@@ -303,9 +305,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :-------------------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------ |
-| 全志 T527 | Vivante VIP9000 | pp_liteseg_cityscapes | 512×512 | 39.4 ms | 6.4 ms | 122.5 ms | 346.0 ms | 514.3 ms | 1.9 FPS |
+| 全志 T527 | Vivante VIP9000 | pp_liteseg_cityscapes | 512×512 | 39.4 ms | 6.4 ms | 122.5 ms | 346.0 ms | 514.3 ms | 8.2 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-resnet50-tflite.mdx b/docs/common/ai/cubie/_model-zoo-resnet50-tflite.mdx
index 90842c607..aa6cc6e6b 100644
--- a/docs/common/ai/cubie/_model-zoo-resnet50-tflite.mdx
+++ b/docs/common/ai/cubie/_model-zoo-resnet50-tflite.mdx
@@ -260,9 +260,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | resnet50 | 224×224 | 19.0 ms | 0.6 ms | 7.3 ms | | 26.9 ms | 37.2 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :-------- |
+| 全志 A733 | Vivante VIP9000 | resnet50 | 224×224 | 19.0 ms | 0.6 ms | 7.3 ms | | 26.9 ms | 136.9 FPS |
@@ -309,9 +311,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 T527 | Vivante VIP9000 | resnet50 | 224×224 | 21.6 ms | 2.8 ms | 14.3 ms | | 38.7 ms | 25.8 FPS |
+| 全志 T527 | Vivante VIP9000 | resnet50 | 224×224 | 21.6 ms | 2.8 ms | 14.3 ms | | 38.7 ms | 69.9 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-resnet50v2.mdx b/docs/common/ai/cubie/_model-zoo-resnet50v2.mdx
index 7338ce57a..6ffaf1671 100644
--- a/docs/common/ai/cubie/_model-zoo-resnet50v2.mdx
+++ b/docs/common/ai/cubie/_model-zoo-resnet50v2.mdx
@@ -256,9 +256,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :--------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | resnet50v2 | 224×224 | 15.7 ms | 1.7 ms | 8.9 ms | | 26.3 ms | 38.0 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :--------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :-------- |
+| 全志 A733 | Vivante VIP9000 | resnet50v2 | 224×224 | 15.7 ms | 1.7 ms | 8.9 ms | | 26.3 ms | 112.4 FPS |
@@ -305,9 +307,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :--------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 T527 | Vivante VIP9000 | resnet50v2 | 224×224 | 27.3 ms | 3.1 ms | 16.3 ms | | 46.7 ms | 21.4 FPS |
+| 全志 T527 | Vivante VIP9000 | resnet50v2 | 224×224 | 27.3 ms | 3.1 ms | 16.3 ms | | 46.7 ms | 61.3 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-retinaface.mdx b/docs/common/ai/cubie/_model-zoo-retinaface.mdx
index 613dcfa5b..b4d910742 100644
--- a/docs/common/ai/cubie/_model-zoo-retinaface.mdx
+++ b/docs/common/ai/cubie/_model-zoo-retinaface.mdx
@@ -273,9 +273,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :------------------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | Retinaface_resnet50 | 320×320 | 20.8 ms | 2.3 ms | 15.7 ms | 0.0 ms | 38.8 ms | 25.8 FPS |
+| 全志 A733 | Vivante VIP9000 | Retinaface_resnet50 | 320×320 | 20.8 ms | 2.3 ms | 15.7 ms | 0.0 ms | 38.8 ms | 63.7 FPS |
@@ -329,9 +331,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :------------------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 T527 | Vivante VIP9000 | Retinaface_resnet50 | 320×320 | 27.6 ms | 5.3 ms | 30.5 ms | 1.0 ms | 64.4 ms | 15.5 FPS |
+| 全志 T527 | Vivante VIP9000 | Retinaface_resnet50 | 320×320 | 27.6 ms | 5.3 ms | 30.5 ms | 1.0 ms | 64.4 ms | 32.8 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-squeezenet-pytorch.mdx b/docs/common/ai/cubie/_model-zoo-squeezenet-pytorch.mdx
index 7583be5e8..a7c2be182 100644
--- a/docs/common/ai/cubie/_model-zoo-squeezenet-pytorch.mdx
+++ b/docs/common/ai/cubie/_model-zoo-squeezenet-pytorch.mdx
@@ -257,9 +257,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :--------- | :--------- | :----------- | :----------- | :----------- | :--------- | :----- | :-------- |
-| 全志 A733 | Vivante VIP9000 | squeezenet | 227×227 | 2.6 ms | 0.8 ms | 2.5 ms | | 5.9 ms | 169.5 FPS |
+| 全志 A733 | Vivante VIP9000 | squeezenet | 227×227 | 2.6 ms | 0.8 ms | 2.5 ms | | 5.9 ms | 400.0 FPS |
@@ -306,9 +308,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :--------- | :--------- | :----------- | :----------- | :----------- | :--------- | :----- | :-------- |
-| 全志 T527 | Vivante VIP9000 | squeezenet | 227×227 | 2.5 ms | 1.3 ms | 3.1 ms | | 6.9 ms | 144.9 FPS |
+| 全志 T527 | Vivante VIP9000 | squeezenet | 227×227 | 2.5 ms | 1.3 ms | 3.1 ms | | 6.9 ms | 322.6 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-yolo11-pose.mdx b/docs/common/ai/cubie/_model-zoo-yolo11-pose.mdx
index f7b19ac13..c957b7474 100644
--- a/docs/common/ai/cubie/_model-zoo-yolo11-pose.mdx
+++ b/docs/common/ai/cubie/_model-zoo-yolo11-pose.mdx
@@ -357,9 +357,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :----------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | yolo11s-pose | 640×640 | 16.1 ms | 4.0 ms | 32.4 ms | 4.0 ms | 56.5 ms | 17.7 FPS |
+| 全志 A733 | Vivante VIP9000 | yolo11s-pose | 640×640 | 16.1 ms | 4.0 ms | 32.4 ms | 4.0 ms | 56.5 ms | 30.9 FPS |
@@ -473,9 +475,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :----------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------ |
-| 全志 T527 | Vivante VIP9000 | yolo11s-pose | 640×640 | 23.4 ms | 10.3 ms | 76.0 ms | 11.0 ms | 120.7 ms | 8.3 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :----------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------- |
+| 全志 T527 | Vivante VIP9000 | yolo11s-pose | 640×640 | 23.4 ms | 10.3 ms | 76.0 ms | 11.0 ms | 120.7 ms | 13.2 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-yolo11-seg.mdx b/docs/common/ai/cubie/_model-zoo-yolo11-seg.mdx
index 03cb32adb..a2bc4527e 100644
--- a/docs/common/ai/cubie/_model-zoo-yolo11-seg.mdx
+++ b/docs/common/ai/cubie/_model-zoo-yolo11-seg.mdx
@@ -308,9 +308,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | yolo11s-seg | 640×640 | 24.7 ms | 3.0 ms | 37.7 ms | 11.0 ms | 76.4 ms | 13.1 FPS |
+| 全志 A733 | Vivante VIP9000 | yolo11s-seg | 640×640 | 24.7 ms | 3.0 ms | 37.7 ms | 11.0 ms | 76.4 ms | 26.5 FPS |
@@ -375,9 +377,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------ |
-| 全志 T527 | Vivante VIP9000 | yolo11s-seg | 640×640 | 26.2 ms | 11.8 ms | 94.1 ms | 51.0 ms | 183.1 ms | 5.5 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------- |
+| 全志 T527 | Vivante VIP9000 | yolo11s-seg | 640×640 | 26.2 ms | 11.8 ms | 94.1 ms | 51.0 ms | 183.1 ms | 10.6 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-yolo11.mdx b/docs/common/ai/cubie/_model-zoo-yolo11.mdx
index 0a5f7401d..612a85763 100644
--- a/docs/common/ai/cubie/_model-zoo-yolo11.mdx
+++ b/docs/common/ai/cubie/_model-zoo-yolo11.mdx
@@ -299,9 +299,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | yolo11s | 640×640 | 18.3 ms | 4.5 ms | 31.9 ms | 5 ms | 59.7 ms | 16.8 FPS |
+| 全志 A733 | Vivante VIP9000 | yolo11s | 640×640 | 18.3 ms | 4.5 ms | 31.9 ms | 5 ms | 59.7 ms | 31.3 FPS |
@@ -357,9 +359,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------ |
-| 全志 T527 | Vivante VIP9000 | yolo11s | 640×640 | 21.2 ms | 10.2 ms | 75.2 ms | | 106.6 ms | 9.4 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------- |
+| 全志 T527 | Vivante VIP9000 | yolo11s | 640×640 | 21.2 ms | 10.2 ms | 75.2 ms | | 106.6 ms | 13.3 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-yolo26.mdx b/docs/common/ai/cubie/_model-zoo-yolo26.mdx
index 5059c2842..53671662d 100644
--- a/docs/common/ai/cubie/_model-zoo-yolo26.mdx
+++ b/docs/common/ai/cubie/_model-zoo-yolo26.mdx
@@ -304,9 +304,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | yolo26s | 640×640 | 18.3 ms | 8.9 ms | 34.8 ms | 6 ms | 68.0 ms | 14.7 FPS |
+| 全志 A733 | Vivante VIP9000 | yolo26s | 640×640 | 18.3 ms | 8.9 ms | 34.8 ms | 6 ms | 68.0 ms | 28.7 FPS |
@@ -362,9 +364,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------ |
-| 全志 T527 | Vivante VIP9000 | yolo26s | 640×640 | 20.4 ms | 11.3 ms | 87.3 ms | 20 ms | 139.0 ms | 7.2 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------- |
+| 全志 T527 | Vivante VIP9000 | yolo26s | 640×640 | 20.4 ms | 11.3 ms | 87.3 ms | 20 ms | 139.0 ms | 11.5 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-yolov3-darknet.mdx b/docs/common/ai/cubie/_model-zoo-yolov3-darknet.mdx
index c69fc681a..7865616bf 100644
--- a/docs/common/ai/cubie/_model-zoo-yolov3-darknet.mdx
+++ b/docs/common/ai/cubie/_model-zoo-yolov3-darknet.mdx
@@ -263,9 +263,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :----- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | yolov3 | 416×416 | 22.9 ms | 3.3 ms | 35.4 ms | 13 ms | 74.6 ms | 13.4 FPS |
+| 全志 A733 | Vivante VIP9000 | yolov3 | 416×416 | 22.9 ms | 3.3 ms | 35.4 ms | 13 ms | 74.6 ms | 28.2 FPS |
@@ -314,9 +316,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :----- | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------ |
-| 全志 T527 | Vivante VIP9000 | yolov3 | 416×416 | 54.3 ms | 10.4 ms | 63.6 ms | 44.0 ms | 172.3 ms | 5.8 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :----- | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------- |
+| 全志 T527 | Vivante VIP9000 | yolov3 | 416×416 | 54.3 ms | 10.4 ms | 63.6 ms | 44.0 ms | 172.3 ms | 15.7 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-yolov5.mdx b/docs/common/ai/cubie/_model-zoo-yolov5.mdx
index 73e527eec..1cbb3da67 100644
--- a/docs/common/ai/cubie/_model-zoo-yolov5.mdx
+++ b/docs/common/ai/cubie/_model-zoo-yolov5.mdx
@@ -266,9 +266,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | yolov5s | 640×640 | 11.6 ms | 2.8 ms | 20.1 ms | 32.0 ms | 66.5 ms | 15.0 FPS |
+| 全志 A733 | Vivante VIP9000 | yolov5s | 640×640 | 11.6 ms | 2.8 ms | 20.1 ms | 32.0 ms | 66.5 ms | 49.8 FPS |
@@ -317,9 +319,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------ |
-| 全志 T527 | Vivante VIP9000 | yolov5s | 640×640 | 24.3 ms | 10.8 ms | 50.0 ms | 81.0 ms | 166.1 ms | 6.0 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------- |
+| 全志 T527 | Vivante VIP9000 | yolov5s | 640×640 | 24.3 ms | 10.8 ms | 50.0 ms | 81.0 ms | 166.1 ms | 20.0 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-yolov8-pose.mdx b/docs/common/ai/cubie/_model-zoo-yolov8-pose.mdx
index cf5197a31..ef70c1128 100644
--- a/docs/common/ai/cubie/_model-zoo-yolov8-pose.mdx
+++ b/docs/common/ai/cubie/_model-zoo-yolov8-pose.mdx
@@ -366,9 +366,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :----------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | yolov8s-pose | 640×640 | 19.0 ms | 5.7 ms | 33.0 ms | 4.0 ms | 61.7 ms | 16.2 FPS |
+| 全志 A733 | Vivante VIP9000 | yolov8s-pose | 640×640 | 19.0 ms | 5.7 ms | 33.0 ms | 4.0 ms | 61.7 ms | 30.3 FPS |
@@ -482,9 +484,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :----------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------ |
-| 全志 T527 | Vivante VIP9000 | yolov8s-pose | 640×640 | 25.5 ms | 20.3 ms | 71.1 ms | 11.0 ms | 127.9 ms | 7.8 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :----------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------- |
+| 全志 T527 | Vivante VIP9000 | yolov8s-pose | 640×640 | 25.5 ms | 20.3 ms | 71.1 ms | 11.0 ms | 127.9 ms | 14.1 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-yolov8-seg.mdx b/docs/common/ai/cubie/_model-zoo-yolov8-seg.mdx
index 070cd0ba5..5132688cf 100644
--- a/docs/common/ai/cubie/_model-zoo-yolov8-seg.mdx
+++ b/docs/common/ai/cubie/_model-zoo-yolov8-seg.mdx
@@ -318,9 +318,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | yolov8s-seg | 640×640 | 21.7 ms | 4.9 ms | 38.1 ms | 12 ms | 76.7 ms | 13.0 FPS |
+| 全志 A733 | Vivante VIP9000 | yolov8s-seg | 640×640 | 21.7 ms | 4.9 ms | 38.1 ms | 12 ms | 76.7 ms | 26.2 FPS |
@@ -385,9 +387,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------ |
-| 全志 T527 | Vivante VIP9000 | yolov8s-seg | 640×640 | 34.3 ms | 22.3 ms | 88.6 ms | 54.0 ms | 199.2 ms | 5.0 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :---------- | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------- |
+| 全志 T527 | Vivante VIP9000 | yolov8s-seg | 640×640 | 34.3 ms | 22.3 ms | 88.6 ms | 54.0 ms | 199.2 ms | 11.3 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-yolov8.mdx b/docs/common/ai/cubie/_model-zoo-yolov8.mdx
index d1c472b47..b9e58372e 100644
--- a/docs/common/ai/cubie/_model-zoo-yolov8.mdx
+++ b/docs/common/ai/cubie/_model-zoo-yolov8.mdx
@@ -309,9 +309,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | yolov8n | 640×640 | 11.5 ms | 1.8 ms | 12.6 ms | | 25.9 ms | 38.6 FPS |
+| 全志 A733 | Vivante VIP9000 | yolov8n | 640×640 | 11.5 ms | 1.8 ms | 12.6 ms | | 25.9 ms | 79.4 FPS |
@@ -367,9 +369,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 T527 | Vivante VIP9000 | yolov8n | 640×640 | 16.6 ms | 5.8 ms | 31.0 ms | | 53.4 ms | 18.7 FPS |
+| 全志 T527 | Vivante VIP9000 | yolov8n | 640×640 | 16.6 ms | 5.8 ms | 31.0 ms | | 53.4 ms | 32.3 FPS |
diff --git a/docs/common/ai/cubie/_model-zoo-yolox.mdx b/docs/common/ai/cubie/_model-zoo-yolox.mdx
index a2a2dbd45..77aa87f13 100644
--- a/docs/common/ai/cubie/_model-zoo-yolox.mdx
+++ b/docs/common/ai/cubie/_model-zoo-yolox.mdx
@@ -292,9 +292,11 @@ destroy npu finished.
~NpuUint.
```
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------ | :------- |
-| 全志 A733 | Vivante VIP9000 | yolox_s | 640×640 | 17.3 ms | 7.8 ms | 30.1 ms | | 55.2 ms | 18.1 FPS |
+| 全志 A733 | Vivante VIP9000 | yolox_s | 640×640 | 17.3 ms | 7.8 ms | 30.1 ms | | 55.2 ms | 33.2 FPS |
@@ -346,9 +348,11 @@ destroy npu finished.
~NpuUint.
```
-| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
-| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------ |
-| 全志 T527 | Vivante VIP9000 | yolox_s | 640×640 | 25.4 ms | 18.2 ms | 73.7 ms | | 117.3 ms | 8.5 FPS |
+此性能数据仅计算模型推理的时间消耗。如无特别说明，不包含预处理和后处理的时间消耗。
+
+| SoC | NPU | 模型 | 输入分辨率 | 网络创建耗时 | 网络准备耗时 | 单帧推理耗时 | 后处理耗时 | 总耗时 | 帧率 |
+| :-------- | :-------------- | :------ | :--------- | :----------- | :----------- | :----------- | :--------- | :------- | :------- |
+| 全志 T527 | Vivante VIP9000 | yolox_s | 640×640 | 25.4 ms | 18.2 ms | 73.7 ms | | 117.3 ms | 13.6 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/_cubie_acuity_env.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/_cubie_acuity_env.mdx
index 0a6bfd113..eb090ad97 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/_cubie_acuity_env.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/_cubie_acuity_env.mdx
@@ -57,10 +57,11 @@ Due to SDK version compatibility, you need to choose the appropriate package bas
### Get the ACUITY Package
-Download the ACUITY Docker archive from [Allwinner Netdisk](https://netstorage.allwinnertech.com:5001/sharing/Mh23BhPHq) and extract it.
-
+
+Download the ACUITY Docker archive from [Allwinner Netdisk](https://netstorage.allwinnertech.com:5001/sharing/Mh23BhPHq) and extract it.
+
```bash
@@ -70,6 +71,9 @@ unzip docker_images_v2.0.x.zip
+
+Download the ACUITY Docker archive from [Allwinner Netdisk](https://netstorage.allwinnertech.com:5001/sharing/N6TVlZQVZ) and extract it.
+
```bash
@@ -87,7 +91,9 @@ unzip docker_images_v1.8.x.zip
```bash
-cd docker_images_v2.0.x unzip ubuntu-npu_v2.0.10.1.tar.zip sudo docker load -i ubuntu-npu_v2.0.10.1.tar
+cd docker_images_v2.0.x
+unzip ubuntu-npu_v2.0.10.1.tar.zip
+sudo docker load -i ubuntu-npu_v2.0.10.1.tar
```
@@ -96,7 +102,9 @@ cd docker_images_v2.0.x unzip ubuntu-npu_v2.0.10.1.tar.zip sudo docker load -i u
```bash
-cd docker_images_v1.8.x unzip ubuntu-npu_v1.8.11.tar.zip sudo docker load -i ubuntu-npu_v1.8.11.tar
+cd docker_images_v1.8.x
+unzip ubuntu-npu_v1.8.11.tar.zip
+sudo docker load -i ubuntu-npu_v1.8.11.tar
```
@@ -112,7 +120,8 @@ After the Docker image is loaded, you can see it with `docker images`. The image
```bash
-mkdir docker_data && cd docker_data sudo docker run --ipc=host -itd -v ${PWD}:/workspace --name allwinner_v2.0.10.1 ubuntu-npu:v2.0.10.1 /bin/bash
+mkdir docker_data && cd docker_data
+sudo docker run --ipc=host -itd -v ${PWD}:/workspace --name allwinner_v2.0.10.1 ubuntu-npu:v2.0.10.1 /bin/bash
```
@@ -121,7 +130,8 @@ mkdir docker_data && cd docker_data sudo docker run --ipc=host -itd -v ${PWD}:/w
```bash
-mkdir docker_data && cd docker_data sudo docker run --ipc=host -itd -v ${PWD}:/workspace --name allwinner_v1.8.11 ubuntu-npu:v1.8.11 /bin/bash
+mkdir docker_data && cd docker_data
+sudo docker run --ipc=host -itd -v ${PWD}:/workspace --name allwinner_v1.8.11 ubuntu-npu:v1.8.11 /bin/bash
```
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/_cubie_acuity_usage.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/_cubie_acuity_usage.mdx
index f5365b500..fb627e95d 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/_cubie_acuity_usage.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/_cubie_acuity_usage.mdx
@@ -513,7 +513,7 @@ Average 229388.52ms or 229388512.00us
For on-board NPU inference of NBG format models, you can use the `vpm_run` tool for inference testing.
-For `vpm_run` installation and usage, please refer to [**vpm_run Model Testing Tool**](cubie_vpm_run)
+For `vpm_run` installation and usage, please refer to [**vpm_run Model Testing Tool**](cubie-vpm-run)
{/* ### On-board Execution */}
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-densenet121-keras.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-densenet121-keras.mdx
index 58d54aaff..c210cd7b3 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-densenet121-keras.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-densenet121-keras.mdx
@@ -255,9 +255,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | densenet121 | 224×224 | 10.4 ms | 3.6 ms | 8.3 ms | | 22.3 ms | 44.8 FPS |
+| Allwinner A733 | Vivante VIP9000 | densenet121 | 224×224 | 10.4 ms | 3.6 ms | 8.3 ms | | 22.3 ms | 120.5 FPS |
@@ -304,9 +306,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | densenet121 | 224×224 | 12.9 ms | 2.4 ms | 10.6 ms | | 25.9 ms | 38.6 FPS |
+| Allwinner T527 | Vivante VIP9000 | densenet121 | 224×224 | 12.9 ms | 2.4 ms | 10.6 ms | | 25.9 ms | 94.3 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-lenet-caffe.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-lenet-caffe.mdx
index 4c1b467a1..01a28a451 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-lenet-caffe.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-lenet-caffe.mdx
@@ -253,9 +253,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | lenet | 28×28 | 1.5 ms | 0.2 ms | 0.3 ms | | 2.0 ms | 500.0 FPS |
+| Allwinner A733 | Vivante VIP9000 | lenet | 28×28 | 1.5 ms | 0.2 ms | 0.3 ms | | 2.0 ms | 3333.3 FPS |
@@ -297,9 +299,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | lenet | 28×28 | 0.7 ms | 0.1 ms | 0.2 ms | | 1.0 ms | 1000.0 FPS |
+| Allwinner T527 | Vivante VIP9000 | lenet | 28×28 | 0.7 ms | 0.1 ms | 0.2 ms | | 1.0 ms | 5000.0 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-mobilenetv1-tensorflow.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-mobilenetv1-tensorflow.mdx
index 1ff09da09..ef7eb6500 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-mobilenetv1-tensorflow.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-mobilenetv1-tensorflow.mdx
@@ -257,9 +257,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | mobilenetv1 | 224×224 | 5.7 ms | 1.1 ms | 1.8 ms | | 8.6 ms | 116.3 FPS |
+| Allwinner A733 | Vivante VIP9000 | mobilenetv1 | 224×224 | 5.7 ms | 1.1 ms | 1.8 ms | | 8.6 ms | 555.6 FPS |
@@ -306,37 +308,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | mobilenetv1 | 224×224 | 5.6 ms | 1.0 ms | 3.8 ms | | 10.4 ms | 96.2 FPS |
+| Allwinner T527 | Vivante VIP9000 | mobilenetv1 | 224×224 | 5.6 ms | 1.0 ms | 3.8 ms | | 10.4 ms | 263.2 FPS |
-
-The running result is as follows:
-
-```bash
-$ ./mobilenetv1_demo_a733 -nb model/mobilenet_v1_1.0_224_frozen_uint8_a733.nb -i model/space_shuttle_224x224.jpg
-model_file=model/mobilenet_v1_1.0_224_frozen_uint8_a733.nb, input=model/space_shuttle_224x224.jpg, loop_count=1, malloc_mbyte=10
-VIPLite driver software version 2.0.3.2-AW-2024-08-30
-input 0 dim 3 224 224 1, data_format=2, quant_format=0, name=input/output[0], none-quant
-output 0 dim 1001 1 0 0, data_format=0, name=uid_20000_sub_uid_1_out_0, none-quant
-nbg name=model/mobilenet_v1_1.0_224_frozen_uint8_a733.nb, size: 3182272.
-create network 0: 5661 us.
-prepare network: 1085 us.
-network: 0, loop count: 1
-run time for this network 0: 1845 us.
-class_postprocess.cpp run.
-========== top5 ==========
-class id: 813, prob: 0.995117, label: space shuttle
-class id: 868, prob: 0.001483, label: trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi
-class id: 405, prob: 0.000979, label: airliner
-class id: 406, prob: 0.000563, label: airship, dirigible
-class id: 628, prob: 0.000371, label: limousine, limo
-destroy npu finished.
-~NpuUint.
-```
-
-| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
-| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | mobilenetv1 | 224×224 | 5.7 ms | 1.1 ms | 1.8 ms | | 8.6 ms | 116.3 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-mobilenetv2.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-mobilenetv2.mdx
index baa31da92..09e8bdff3 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-mobilenetv2.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-mobilenetv2.mdx
@@ -256,9 +256,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | mobilenetv2 | 224×224 | 6.2 ms | 1.1 ms | 1.8 ms | | 9.1 ms | 109.9 FPS |
+| Allwinner A733 | Vivante VIP9000 | mobilenetv2 | 224×224 | 6.2 ms | 1.5 ms | 2.0 ms | | 9.7 ms | 500.0 FPS |
@@ -305,37 +307,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | mobilenetv2 | 224×224 | 6.5 ms | 1.9 ms | 3.1 ms | | 11.5 ms | 87.0 FPS |
+| Allwinner T527 | Vivante VIP9000 | mobilenetv2 | 224×224 | 6.5 ms | 1.9 ms | 3.1 ms | | 11.5 ms | 322.6 FPS |
-
-The running result is as follows:
-
-```bash
-$ ./mobilenetv2_demo_a733 -nb model/mobilenetv2-12_pcq_a733.nb -i model/1.jpg
-model_file=model/mobilenetv2-12_pcq_a733.nb, input=model/1.jpg, loop_count=1, malloc_mbyte=10
-VIPLite driver software version 2.0.3.2-AW-2024-08-30
-input 0 dim 3 224 224 1, data_format=2, quant_format=0, name=input/output[0], none-quant
-output 0 dim 1000 1 0 0, data_format=0, name=uid_20000_sub_uid_1_out_0, none-quant
-nbg name=model/mobilenetv2-12_pcq_a733.nb, size: 3617080.
-create network 0: 6194 us.
-prepare network: 1502 us.
-network: 0, loop count: 1
-run time for this network 0: 2028 us.
-class_postprocess.cpp run.
-========== top5 ==========
-class id: 281, prob: 14.801300, label: tabby, tabby cat
-class id: 282, prob: 13.230242, label: tiger cat
-class id: 285, prob: 12.491362, label: Egyptian cat
-class id: 287, prob: 8.243347, label: lynx, catamount
-class id: 478, prob: 8.116148, label: carton
-destroy npu finished.
-~NpuUint.
-```
-
-| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
-| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | mobilenetv2 | 224×224 | 6.2 ms | 1.5 ms | 2.0 ms | | 9.7 ms | 103.1 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-ppseg.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-ppseg.mdx
index 5f9758d93..0fa1fa41f 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-ppseg.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-ppseg.mdx
@@ -257,9 +257,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :-------------------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | pp_liteseg_cityscapes | 512×512 | 30.5 ms | 1.6 ms | 81.8 ms | 146.0 ms | 260 ms | 3.8 FPS |
+| Allwinner A733 | Vivante VIP9000 | pp_liteseg_cityscapes | 512×512 | 30.5 ms | 1.6 ms | 81.8 ms | 146.0 ms | 260 ms | 12.2 FPS |
@@ -303,9 +305,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :-------------------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | pp_liteseg_cityscapes | 512×512 | 39.4 ms | 6.4 ms | 122.5 ms | 346.0 ms | 514.3 ms | 1.9 FPS |
+| Allwinner T527 | Vivante VIP9000 | pp_liteseg_cityscapes | 512×512 | 39.4 ms | 6.4 ms | 122.5 ms | 346.0 ms | 514.3 ms | 8.2 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-resnet50-tflite.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-resnet50-tflite.mdx
index 335958bbd..4acf764a1 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-resnet50-tflite.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-resnet50-tflite.mdx
@@ -260,9 +260,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | resnet50 | 224×224 | 15.7 ms | 1.7 ms | 8.9 ms | | 26.3 ms | 38.0 FPS |
+| Allwinner A733 | Vivante VIP9000 | resnet50 | 224×224 | 19.0 ms | 0.6 ms | 7.3 ms | | 26.9 ms | 136.9 FPS |
@@ -309,37 +311,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | resnet50 | 224×224 | 21.6 ms | 2.8 ms | 14.3 ms | | 38.7 ms | 25.8 FPS |
+| Allwinner T527 | Vivante VIP9000 | resnet50 | 224×224 | 21.6 ms | 2.8 ms | 14.3 ms | | 38.7 ms | 69.9 FPS |
-
-The running result is as follows:
-
-```bash
-$ ./resnet50_demo_a733 -nb model/ResNet50_uint8_a733.nb -i model/space_shuttle_224x224.jpg
-model_file=model/ResNet50_uint8_a733.nb, input=model/space_shuttle_224x224.jpg, loop_count=1, malloc_mbyte=10
-VIPLite driver software version 2.0.3.2-AW-2024-08-30
-input 0 dim 3 224 224 1, data_format=2, quant_format=0, name=input/output[0], none-quant
-output 0 dim 1000 1 0 0, data_format=0, name=uid_20000_sub_uid_1_out_0, none-quant
-nbg name=model/ResNet50_uint8_a733.nb, size: 16737832.
-create network 0: 19026 us.
-prepare network: 646 us.
-network: 0, loop count: 1
-run time for this network 0: 7255 us.
-class_postprocess.cpp run.
-========== top5 ==========
-class id: 812, prob: 26.843445, label: space shuttle
-class id: 404, prob: 12.652412, label: airliner
-class id: 867, prob: 11.439104, label: trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi
-class id: 833, prob: 10.994865, label: submarine, pigboat, sub, U-boat
-class id: 675, prob: 9.653847, label: moving van
-destroy npu finished.
-~NpuUint.
-```
-
-| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
-| :------------- | :-------------- | :------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | resnet50 | 224×224 | 19.0 ms | 0.6 ms | 7.3 ms | | 26.9 ms | 37.2 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-resnet50v2.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-resnet50v2.mdx
index 5f57c6634..8f3bb02a8 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-resnet50v2.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-resnet50v2.mdx
@@ -256,9 +256,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :--------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | resnet50v2 | 224×224 | 15.7 ms | 1.7 ms | 8.9 ms | | 26.3 ms | 38.0 FPS |
+| Allwinner A733 | Vivante VIP9000 | resnet50v2 | 224×224 | 15.7 ms | 1.7 ms | 8.9 ms | | 26.3 ms | 112.4 FPS |
@@ -305,37 +307,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :--------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | resnet50v2 | 224×224 | 27.3 ms | 3.1 ms | 16.3 ms | | 46.7 ms | 21.4 FPS |
+| Allwinner T527 | Vivante VIP9000 | resnet50v2 | 224×224 | 27.3 ms | 3.1 ms | 16.3 ms | | 46.7 ms | 61.3 FPS |
-
-The running result is as follows:
-
-```bash
-$ ./resnet50v2_demo_a733 -nb model/resnet50v2_uint8_a733.nb -i model/1.jpg
-model_file=model/resnet50v2_uint8_a733.nb, input=model/1.jpg, loop_count=1, malloc_mbyte=10
-VIPLite driver software version 2.0.3.2-AW-2024-08-30
-input 0 dim 3 224 224 1, data_format=2, quant_format=0, name=input/output[0], none-quant
-output 0 dim 1000 1 0 0, data_format=0, name=uid_20000_sub_uid_1_out_0, none-quant
-nbg name=model/resnet50v2_uint8_a733.nb, size: 17593328.
-create network 0: 15664 us.
-prepare network: 1734 us.
-network: 0, loop count: 1
-run time for this network 0: 8900 us.
-class_postprocess.cpp run.
-========== top5 ==========
-class id: 281, prob: 11.564558, label: tabby, tabby cat
-class id: 285, prob: 10.988928, label: Egyptian cat
-class id: 282, prob: 9.769331, label: tiger cat
-class id: 287, prob: 5.913674, label: lynx, catamount
-class id: 292, prob: 4.939133, label: tiger, Panthera tigris
-destroy npu finished.
-~NpuUint.
-```
-
-| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
-| :------------- | :-------------- | :--------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | resnet50v2 | 224×224 | 15.7 ms | 1.7 ms | 8.9 ms | | 26.3 ms | 38.0 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-retinaface.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-retinaface.mdx
index 5b4e9a572..e3183af0d 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-retinaface.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-retinaface.mdx
@@ -273,9 +273,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------------------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | Retinaface_resnet50 | 320×320 | 20.8 ms | 2.3 ms | 18.6 ms | 1.0 ms | 42.7 ms | 23.4 FPS |
+| Allwinner A733 | Vivante VIP9000 | Retinaface_resnet50 | 320×320 | 20.8 ms | 2.3 ms | 15.7 ms | 0.0 ms | 38.8 ms | 63.7 FPS |
@@ -329,44 +331,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------------------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | Retinaface_resnet50 | 320×320 | 27.6 ms | 5.3 ms | 30.5 ms | 1.0 ms | 64.4 ms | 15.5 FPS |
+| Allwinner T527 | Vivante VIP9000 | Retinaface_resnet50 | 320×320 | 27.6 ms | 5.3 ms | 30.5 ms | 1.0 ms | 64.4 ms | 32.8 FPS |
-
-The running result is as follows:
-
-```bash
-$ ./retinaface_demo_a733 -nb model/Retinaface_resnet50_320_uint8_a733.nb -i model/test.jpg
-model_file=model/Retinaface_resnet50_320_uint8_a733.nb, input=model/test.jpg, loop_count=1, malloc_mbyte=10
-VIPLite driver software version 2.0.3.2-AW-2024-08-30
-input 0 dim 3 320 320 1, data_format=2, quant_format=0, name=input/output[0], none-quant
-output 0 dim 4 4200 1 0, data_format=0, name=uid_20000_sub_uid_1_out_0, none-quant
-output 1 dim 2 4200 1 0, data_format=0, name=uid_20001_sub_uid_1_out_0, none-quant
-output 2 dim 10 4200 1 0, data_format=0, name=uid_20002_sub_uid_1_out_0, none-quant
-nbg name=model/Retinaface_resnet50_320_uint8_a733.nb, size: 19056048.
-create network 0: 20781 us.
-prepare network: 2285 us.
-buffer ptr: 0x25971380, buffer size: 307200
-network: 0, loop count: 1
-run time for this network 0: 15703 us.
-output 0, ptr 0x259bc480, size 16800.
-output 1, ptr 0x259ccb80, size 8400.
-output 2, ptr 0x259d4f40, size 42000.
-post process time : 0 ms
-detection num: 1
-100%, [ 244, 46, 363, 209], face
-275.10 113.49
-328.03 112.26
-300.95 147.94
-277.57 165.17
-326.80 165.17
-destroy npu finished.
-~NpuUint.
-```
-
-| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
-| :------------- | :-------------- | :------------------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | Retinaface_resnet50 | 320×320 | 20.8 ms | 2.3 ms | 15.7 ms | 0.0 ms | 38.8 ms | 25.8 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-squeezenet-pytorch.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-squeezenet-pytorch.mdx
index e12e4d8d3..b6d8735cd 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-squeezenet-pytorch.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-squeezenet-pytorch.mdx
@@ -257,9 +257,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :--------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | squeezenet | 227×227 | 2.6 ms | 0.8 ms | 2.5 ms | | 5.9 ms | 169.5 FPS |
+| Allwinner A733 | Vivante VIP9000 | squeezenet | 227×227 | 2.6 ms | 0.8 ms | 2.5 ms | | 5.9 ms | 400.0 FPS |
@@ -306,37 +308,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :--------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | squeezenet | 227×227 | 2.5 ms | 1.3 ms | 3.1 ms | | 6.9 ms | 144.9 FPS |
+| Allwinner T527 | Vivante VIP9000 | squeezenet | 227×227 | 2.5 ms | 1.3 ms | 3.1 ms | | 6.9 ms | 322.6 FPS |
-
-The running result is as follows:
-
-```bash
-$ ./squeezenet_demo_a733 -nb model/squeezenet1_0_uint8_a733.nb -i model/space_shuttle_227x227.jpg
-model_file=model/squeezenet1_0_uint8_a733.nb, input=model/space_shuttle_227x227.jpg, loop_count=1, malloc_mbyte=10
-VIPLite driver software version 2.0.3.2-AW-2024-08-30
-input 0 dim 3 227 227 1, data_format=2, quant_format=0, name=input/output[0], none-quant
-output 0 dim 1000 1 0 0, data_format=0, name=uid_20000_sub_uid_1_out_0, none-quant
-nbg name=model/squeezenet1_0_uint8_a733.nb, size: 1066072.
-create network 0: 2628 us.
-prepare network: 844 us.
-network: 0, loop count: 1
-run time for this network 0: 2455 us.
-class_postprocess.cpp run.
-========== top5 ==========
-class id: 812, prob: 16.893208, label: space shuttle
-class id: 404, prob: 15.714762, label: airliner
-class id: 833, prob: 14.979437, label: submarine, pigboat, sub, U-boat
-class id: 554, prob: 14.664755, label: fireboat
-class id: 895, prob: 14.632645, label: warplane, military plane
-destroy npu finished.
-~NpuUint.
-```
-
-| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
-| :------------- | :-------------- | :--------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | squeezenet | 227×227 | 2.6 ms | 0.8 ms | 2.5 ms | | 5.9 ms | 169.5 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11-pose.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11-pose.mdx
index 0db392b91..7b986a373 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11-pose.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11-pose.mdx
@@ -357,9 +357,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :----------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | yolo11s-pose | 640×640 | 16.1 ms | 4.0 ms | 32.4 ms | 4.0 ms | 56.5 ms | 17.7 FPS |
+| Allwinner A733 | Vivante VIP9000 | yolo11s-pose | 640×640 | 16.1 ms | 4.0 ms | 32.4 ms | 4.0 ms | 56.5 ms | 30.9 FPS |
@@ -473,9 +475,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :----------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | yolo11s-pose | 640×640 | 23.4 ms | 10.3 ms | 76.0 ms | 11.0 ms | 120.7 ms | 8.3 FPS |
+| Allwinner T527 | Vivante VIP9000 | yolo11s-pose | 640×640 | 23.4 ms | 10.3 ms | 76.0 ms | 11.0 ms | 120.7 ms | 13.2 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11-seg.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11-seg.mdx
index a83f1e79f..921681bb8 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11-seg.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11-seg.mdx
@@ -308,9 +308,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | yolo11s-seg | 640×640 | 24.7 ms | 3.0 ms | 37.7 ms | 11.0 ms | 76.4 ms | 13.1 FPS |
+| Allwinner A733 | Vivante VIP9000 | yolo11s-seg | 640×640 | 24.7 ms | 3.0 ms | 37.7 ms | 11.0 ms | 76.4 ms | 26.5 FPS |
@@ -375,9 +377,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | yolo11s-seg | 640×640 | 26.2 ms | 11.8 ms | 94.1 ms | 51.0 ms | 183.1 ms | 5.5 FPS |
+| Allwinner T527 | Vivante VIP9000 | yolo11s-seg | 640×640 | 26.2 ms | 11.8 ms | 94.1 ms | 51.0 ms | 183.1 ms | 10.6 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11.mdx
index 8afd4951c..8b17ea1db 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo11.mdx
@@ -299,9 +299,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | yolo11s | 640×640 | 18.3 ms | 4.5 ms | 31.9 ms | 5 ms | 59.7 ms | 16.8 FPS |
+| Allwinner A733 | Vivante VIP9000 | yolo11s | 640×640 | 18.3 ms | 4.5 ms | 31.9 ms | 5 ms | 59.7 ms | 31.3 FPS |
@@ -357,9 +359,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | yolo11s | 640×640 | 21.2 ms | 10.2 ms | 75.2 ms | | 106.6 ms | 9.4 FPS |
+| Allwinner T527 | Vivante VIP9000 | yolo11s | 640×640 | 21.2 ms | 10.2 ms | 75.2 ms | | 106.6 ms | 13.3 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo26.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo26.mdx
index 3d6b8a49e..0b9f712a9 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo26.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolo26.mdx
@@ -291,9 +291,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | yolo26s | 640×640 | 18.3 ms | 8.9 ms | 34.8 ms | 6 ms | 68.0 ms | 14.7 FPS |
+| Allwinner A733 | Vivante VIP9000 | yolo26s | 640×640 | 18.3 ms | 8.9 ms | 34.8 ms | 6 ms | 68.0 ms | 28.7 FPS |
@@ -349,9 +351,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | yolo26s | 640×640 | 20.4 ms | 11.3 ms | 87.3 ms | 20.0 ms | 139.0 ms | 7.2 FPS |
+| Allwinner T527 | Vivante VIP9000 | yolo26s | 640×640 | 20.4 ms | 11.3 ms | 87.3 ms | 20.0 ms | 139.0 ms | 11.5 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov3-darknet.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov3-darknet.mdx
index 40aad4f3b..45b8ea0ab 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov3-darknet.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov3-darknet.mdx
@@ -263,9 +263,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :----- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | yolov3 | 416×416 | 22.9 ms | 3.3 ms | 35.4 ms | 13 ms | 74.6 ms | 13.4 FPS |
+| Allwinner A733 | Vivante VIP9000 | yolov3 | 416×416 | 22.9 ms | 3.3 ms | 35.4 ms | 13 ms | 74.6 ms | 28.2 FPS |
@@ -312,9 +314,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :----- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | yolov3 | 416×416 | 54.3 ms | 10.4 ms | 63.6 ms | 44.0 ms | 172.3 ms | 5.8 FPS |
+| Allwinner T527 | Vivante VIP9000 | yolov3 | 416×416 | 54.3 ms | 10.4 ms | 63.6 ms | 44.0 ms | 172.3 ms | 15.7 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov5.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov5.mdx
index 841ebe91d..e3b3041aa 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov5.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov5.mdx
@@ -268,9 +268,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | yolov5s | 640×640 | 10.4 ms | 1.6 ms | 31.9 ms | 44.0 ms | 87.9 ms | 11.4 FPS |
+| Allwinner A733 | Vivante VIP9000 | yolov5s | 640×640 | 11.6 ms | 2.8 ms | 20.1 ms | 32.0 ms | 66.5 ms | 49.8 FPS |
@@ -321,9 +323,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | yolov5s | 640×640 | 24.3 ms | 10.8 ms | 50.0 ms | 81.0 ms | 166.1 ms | 6.0 FPS |
+| Allwinner T527 | Vivante VIP9000 | yolov5s | 640×640 | 24.3 ms | 10.8 ms | 50.0 ms | 81.0 ms | 166.1 ms | 20.0 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8-pose.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8-pose.mdx
index 8bf56c508..70e95531c 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8-pose.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8-pose.mdx
@@ -366,9 +366,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :----------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | yolov8s-pose | 640×640 | 19.0 ms | 5.7 ms | 33.0 ms | 4.0 ms | 61.7 ms | 16.2 FPS |
+| Allwinner A733 | Vivante VIP9000 | yolov8s-pose | 640×640 | 19.0 ms | 5.7 ms | 33.0 ms | 4.0 ms | 61.7 ms | 30.3 FPS |
@@ -482,9 +484,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :----------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | yolov8s-pose | 640×640 | 25.5 ms | 20.3 ms | 71.1 ms | 11.0 ms | 127.9 ms | 7.8 FPS |
+| Allwinner T527 | Vivante VIP9000 | yolov8s-pose | 640×640 | 25.5 ms | 20.3 ms | 71.1 ms | 11.0 ms | 127.9 ms | 14.1 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8-seg.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8-seg.mdx
index 327291305..25825c5ed 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8-seg.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8-seg.mdx
@@ -318,9 +318,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | yolov8s-seg | 640×640 | 21.7 ms | 4.9 ms | 38.1 ms | 12 ms | 76.7 ms | 13.0 FPS |
+| Allwinner A733 | Vivante VIP9000 | yolov8s-seg | 640×640 | 21.7 ms | 4.9 ms | 38.1 ms | 12 ms | 76.7 ms | 26.3 FPS |
@@ -385,9 +387,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :---------- | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | yolov8s-seg | 640×640 | 34.3 ms | 22.3 ms | 88.6 ms | 54.0 ms | 199.2 ms | 5.0 FPS |
+| Allwinner T527 | Vivante VIP9000 | yolov8s-seg | 640×640 | 34.3 ms | 22.3 ms | 88.6 ms | 54.0 ms | 199.2 ms | 11.3 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8.mdx
index 5d67406ad..23443d48a 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolov8.mdx
@@ -309,9 +309,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | yolov8n | 640×640 | 11.5 ms | 1.8 ms | 12.6 ms | | 25.9 ms | 38.6 FPS |
+| Allwinner A733 | Vivante VIP9000 | yolov8n | 640×640 | 11.5 ms | 1.8 ms | 12.6 ms | | 25.9 ms | 79.4 FPS |
@@ -367,9 +369,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | yolov8n | 640×640 | 16.6 ms | 5.8 ms | 31.0 ms | | 53.4 ms | 18.7 FPS |
+| Allwinner T527 | Vivante VIP9000 | yolov8n | 640×640 | 16.6 ms | 5.8 ms | 31.0 ms | | 53.4 ms | 32.3 FPS |
diff --git a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolox.mdx b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolox.mdx
index d26d99482..59f4322b9 100644
--- a/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolox.mdx
+++ b/i18n/en/docusaurus-plugin-content-docs/current/common/ai/cubie/_model-zoo-yolox.mdx
@@ -292,9 +292,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner A733 | Vivante VIP9000 | yolox_s | 640×640 | 17.3 ms | 7.8 ms | 30.1 ms | | 55.2 ms | 18.1 FPS |
+| Allwinner A733 | Vivante VIP9000 | yolox_s | 640×640 | 17.3 ms | 7.8 ms | 30.1 ms | | 55.2 ms | 33.2 FPS |
@@ -346,9 +348,11 @@ destroy npu finished.
~NpuUint.
```
+This performance data only calculates the time consumption of model inference. Unless otherwise specified, it does not include the time consumption of pre-processing and post-processing.
+
| SoC | NPU | Model | Input Resolution | Network Creation Time | Network Preparation Time | Single Frame Inference Time | Post-processing Time | Total Time | Frame Rate |
| :------------- | :-------------- | :------ | :--------------- | :-------------------- | :----------------------- | :-------------------------- | :------------------- | :--------- | :--------- |
-| Allwinner T527 | Vivante VIP9000 | yolox_s | 640×640 | 25.4 ms | 18.2 ms | 73.7 ms | | 117.3 ms | 8.5 FPS |
+| Allwinner T527 | Vivante VIP9000 | yolox_s | 640×640 | 25.4 ms | 18.2 ms | 73.7 ms | | 117.3 ms | 13.6 FPS |