doonny / PipeCNN

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
Apache License 2.0
1.23k stars 370 forks source link

Need information about your project ! #166

Closed TranQuocVietUIT closed 2 years ago

TranQuocVietUIT commented 2 years ago

Dear @doonny I want to ask you a few questions. I noticed that you only have 1000 classes in your model (Example VGG16 model) defined in the file synset_words.txt . However, in the last full-connected layer your output node number is 1024 defined in the layer_config.h file. Why is there such a difference? How will the remaining 24 values be handled? I hope to get an early response from you. Thank you.

doonny commented 2 years ago

The 1000 classes are padding with 24 NULL to form a 1024 vector for easy of coding