[Apache TVM Discuss] [Questions] [VTA]Dense calculation tutorial: about Graph-packing and quantization

2021-12-06 Thread Mengbo Z via Apache TVM Discuss
@woojinnn Hi, I was wondering if you implemented nn.upsample in the graph_pack process. At present, I am trying to implement Unet through VTA, but I met some problems in the graph_pack process. I suspect the reason is nn.upsample or torch.cat. A full description can be found in another post I

[Apache TVM Discuss] [Questions] [VTA][Relay] Deploy Relay model using VTA on FPGA target

2021-12-06 Thread Mengbo Z via Apache TVM Discuss
@yzhliu @aca88 @makihiro Hi, I was wondering if you implemented nn.upsample in the graph_pack process. At present, I am trying to implement Unet through VTA, but I met some problems in the graph_pack process. I suspect the reason is nn.upsample or torch.cat. A full description can be found in

[Apache TVM Discuss] [Questions] Mobilenetv2 is implemented on VTA and nn. conv2D group problem

2021-12-22 Thread Mengbo Z via Apache TVM Discuss
I was recently trying to deploy the network on an FPGA using VTA, but I ran into this problem when deploying mobilenetV2. When executing nn.conv2d, I set groups to the following format: ``` groups = int(in_planes/16) return nn.Conv2d(in_planes, out_planes, kernel_size=3, groups=groups ,str

[Apache TVM Discuss] [Questions] Some questions about MobileNet and DCGAN implemented on VTA

2021-12-22 Thread Mengbo Z via Apache TVM Discuss
@thierry @zhanghaohit @varinic @mrb256 @joyliu37 Hello everyone, I have been trying to implement the network on FPGA through VTA and mobilenetV2, where I set nn. Conv2d as the following format: ``` groups = int(in_planes/16) return nn.Conv2d(in_planes, out_planes, kernel_size=3, groups=gr