doonny / PipeCNN

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
Apache License 2.0
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Resnet Error on zcu102 #174

Open vijaydhoki opened 1 year ago

vijaydhoki commented 1 year ago

Hello professor,

I am trying to run PipeCNN RESNET on ZCU102 but i am getting the following error.

**Copyed all batched results from fc_2 buffers. Selected item = 0 from the combined batch results in fc buffers

Start verifying results ... Item=0 is wrong (result=0.000000, golden_ref=-4.000000) Item=1 is wrong (result=2.000000, golden_ref=4.000000) Item=2 is wrong (result=-9.000000, golden_ref=-22.000000) Item=3 is wrong (result=-5.000000, golden_ref=-14.000000) Item=4 is wrong (result=-11.000000, golden_ref=-8.000000) Item=5 is wrong (result=2.000000, golden_ref=-5.000000) Item=6 is wrong (result=-18.000000, golden_ref=-11.000000) Item=7 is wrong (result=-8.000000, golden_ref=-2.000000) Item=8 is wrong (result=-13.000000, golden_ref=5.000000) Totally 963 Wrong Results

PipeCNN exited !!!**

sw_emu also i am facing the same issue...! If i change the input image file i am getting the same results,

FYI, I am able to run VGG16 both(sw_emu and hw) on ZCU102 and it is giving me the correct prediction.

Any Inputs How can i fix RESNET..?