I’m trying to get a resnet-18 model work on SnapDragon 865 DSP by following the tutorial here: tvm/apps/hexagon_launcher at main · apache/tvm · GitHub
I almost get everything ready before I encountered an issue inside the FastRPC part which I don’t know how to debug/fix.
Here is the error when I run the launcher_android:
Here is the logcat log:Could anyone help this, thanks a lot!
Here is the model:
import sys
import torch
import torchvision.models as models
class ResNet18(torch.nn.Module):
def __init__(self):
super().__init__()
self.backbone = models.resnet18(pretrained=True)
self.act = torch.nn.Softmax(dim=1)
def forward(self, x):
return self.act(self.backbone(x))
if __name__ == '__main__':
resnet18_model = ResNet18()
resnet18_model.eval()
input_shape = [1, 3, 224, 224]
input_data = torch.randn(input_shape)
script_model = torch.jit.trace(resnet18_model, input_data)
script_model.save(sys.argv[1])
And I applied several fixes before I can get it running in TVM:
By adding more logs in FARF, the issue is in the hexagon_dma module. It’s because I’m using v66 hardware which doesn’t support dma yet…
By applying this fix, it works now: [Hexagon] Guard UserDMA code with architecture check (#10770) · apache/tvm@3918717 · GitHub
Hello, I met some similar erros NULL ptr occurenaces in mem_free(), can you tell me where did you add more logs in FARF?
