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Xilinx / ml-suite

Getting Started with Xilinx ML Suite
https://aws.amazon.com/marketplace/pp/B077FM2JNS
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image_classification_tensorflow example - Error in deploying FPGA model (xdnn.createhandle) #72

Open saurabh1993 opened 5 years ago

saurabh1993 commented 5 years ago

Hi, I am able to compile and quantize the python tensorflow model but step 5 ,deployment fails. I am using aws ubuntu F1 instance. Is it possible to run the ml-suite without FPGA developer AMI?

import xfdnn.rt.xdnn as xdnn ret, handles = xdnn.createHandle('../overlaybins/aws/overlay_3.xclbin') [XBLAS] # kernels: 1 [0]user:0x1042:0x7:[???:??:0] xclProbe found 1 FPGA slots with xocl driver running ERROR: Load image failed. ERROR: Sleep until load failed. WARNING: AwsXcl - Cannot open userPF: /dev/dri/renderD0 ERROR AwsXcl: PCI kernel bar attach failed for slot# 0 WARNING: AwsXcl isGood: kernel, global & mgmt bar are: ffffffff, ffffffff, ffffffff WARNING: xclOpen Handle check failed [0]user:0x1042:0x7:[???:??:0] device[0].user_instance : 0 ERROR: Load image failed. ERROR: Sleep until load failed. WARNING: AwsXcl - Cannot open userPF: /dev/dri/renderD0 ERROR AwsXcl: PCI kernel bar attach failed for slot# 0 WARNING: AwsXcl isGood: kernel, global & mgmt bar are: ffffffff, ffffffff, ffffffff ERROR: xclOpen Handle check failed ERROR: Failed to find an OpenCL platform

wilderfield commented 5 years ago

Hey, you can use the ml-suite AMI now. It should help you jump past a lot of set up issues. After you start, do conda activate ml-suite

saurabh1993 commented 5 years ago

Hi, I used ml-suite AMI and it worked for google-net, but when I try to run inception_v3 model. It gives an error in line fpgaRT.execute(batch_array, fpgaOutput) stating that kernel height mismatch. Has xilinx tested this on inception_v3. If yes, can I get the inception_v3 pb file?