【周易AIPU 仿真】R329 开发板申请
首发极术社区
如对Arm相关技术感兴趣，欢迎私信aijishu20加入技术微信群。
模型仿真测试
1.原始模型文件
采用resnetv1.5预训练模型，可以在github上下载
http://download.tensorflow.org/models/resnet_v1_50_2016_08_28.tar.gz
2.矫正集
链接: https://pan.baidu.com/s/1kNTBEZy3_XdQfS-OSy4fPA 密码: hkkl
3.cfg文件
如附件中resnet_v1.5_run.cfg所示：
[Common]
mode=run[Parser]
model_name = resnet_v1_50
detection_postprocess =
model_domain = image_classification
output = resnet_v1_50/predictions/Reshape
input_model = ./model/frozen.pb
input = input
input_shape = [1,224,224,3]
output_dir = ./[AutoQuantizationTool]
model_name = resnet_v1_50
quantize_method = SYMMETRIC
ops_per_channel = DepthwiseConv
calibration_data = ./dataset/dataset.npy
calibration_label = ./dataset/label.npy
preprocess_mode = normalize
quant_precision=int8
reverse_rgb = False
label_id_offset = 0[GBuilder]
inputs=./model/input.bin
simulator=aipu_simulator_z1
outputs=output_resnet_v1_50.bin
profile= True
target=Z1_0701
4.simulator执行结果
使用quant_predict.py解析output_v1_50.bin后：
predict first 5 label:index 230, prob 65, name: Old English sheepdog, bobtailindex 231, prob 58, name: Shetland sheepdog, Shetland sheep dog, Shetlandindex 226, prob 35, name: malinoisindex 232, prob 35, name: collieindex 263, prob 34, name: Brabancon griffon
true first 5 label:index 230, prob 109, name: Old English sheepdog, bobtailindex 231, prob 96, name: Shetland sheepdog, Shetland sheep dog, Shetlandindex 232, prob 57, name: collieindex 226, prob 54, name: malinoisindex 263, prob 53, name: Brabancon griffon
Detect picture save to result.jpeg
5.附件
链接: https://pan.baidu.com/s/1kNTBEZy3_XdQfS-OSy4fPA 密码: hkkl
相关阅读：
- 【周易AIPU 仿真】在R329上部署VGG_16网络模型
- 【周易AIPU 仿真】R329 AIPU 初体验：开发板申请及模型仿真测试
本文来自互联网用户投稿，文章观点仅代表作者本人，不代表本站立场，不承担相关法律责任。如若转载，请注明出处。 如若内容造成侵权/违法违规/事实不符，请点击【内容举报】进行投诉反馈！