PipeCNN
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doonny
An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
Channel Pairing Type Does not match. Channel bias_ch needs one chan_read_altera and one chan_write_altera. Multiple chan_read_altera/chan_write_altera with the same channel ID may cause this problem. system_integrator: custom_ic_impl.cpp:8889: void custom_ic::System::build_channel_system(): Assertion...
Dear @doonny prof Wang, Currently I am working on my FYP, thanks for your contribution in giving clear description. Currently I am stucked in generating the mean_data.dat. Based on my...
The Makefile in the ./yolo directory is looking for some host files. These files: ``` HOST_SRCS = ./host/main_yolo_3.8.cpp ../common/ocl_util.cpp ../common/timer.cpp ./host/utility/region.cpp ./host/utility/box.cpp ./host/utility/showboxes.cpp ``` But they do not exist in...
Greetings Dong, I have been able to install your design and resolve build issues. I am building it against the de10 build project "de10_nano_sharedonly_hdmi". The build worked, but I ran...
Hi, I am trying to build PipeCNN on Xilinx Device. However, the parameter POOL_LBUF_DEPTH required by conv_pipe_xilinx.cl has not defined in hw_param.cl. Any suggestion value for this parameter?
Dear Mr.Wang， Why when I synthesize RTL（VerilogHDL）, multiplication cannot be realized by DSP but by LUT? If I change the MAC in pipeCNN by * (mulitiply operation) in OpenCL, DSPs...
When I implement pipecnn by DE1-SOC, only change VEC_SIZE，LANE_NUM ，CONV_GP_SIZE_X？ Does it only affect performance？parameters recommended? Thanks a lot
Hi, I want to calculate frame rate. There are two timings get displayed. One is Kernel time and the other one is inference time. Which time I should consider to...
Sorry for my englisj, but I need help. I can't compile opencl with opencv using quartus 17.01 and Opencl SDK 17.01. Always I have the same problem "arm-linux-gnueabihf-g++ -L/usr/local/opencv-arm/lib -I/usr/local/opencv-arm/include/...
Hi Donny, I got resnet-50 working with your code. But i wanted to test it with different inputs (other than cat) . So i tried converting cat.jpg to 224,224,3 and...
