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将cnn_mnist.py的网络修改成:
self.network = nn.Sequential(
nn.Conv2d(1, 32, 3, 1, bias=False),
nn.BatchNorm2d(32, eps=1e-3),
nn.ReLU(),
nn.AvgPool2d(2, 2),…
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Hello @Dengyu-Wu,
I've had the chance to try _SpKeras.2_ recently and have come across the below bugs.
1. This one is fixed easily by commenting out the unseen file imports in the project.
```
s…
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Hello!
I would like to re-implement the converted Loihi SNN model using C. The model only needs to handle inference for future implementation on an FPGA using High-Level Synthesis. Do you have any …
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I am trying to convert a VGG16 model (loaded from the PyTorch models, however modified to be trained on CIFAR10) to an SNN.
When I run the conversion, the import script generates a _"ValueError: sou…
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Hi,
I am having trouble to convert a very pytorch simple model on mnist. The same issue occurs when running the inceptionV3 example and I do not know how to tackle this. Could you please help?
T…
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I am using SNN Toolbox to convert a Keras/TF ANN model to SNN to run on Intel's Loihi chip. One interesting comparison I would like to make is the energy/power consumption since neuromorphic computing…
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Can you please let me know if _spkeras_ works on all or only some of the _conv_ layer types in the [link](https://keras.io/api/layers/convolution_layers/) @Dengyu-Wu?
I'm having a bit of a problem wi…
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I'm using snn_toolbox to convert a PyTorch model into SNN for simulation or deployment. When I invoke the toolbox within my python script (snntoolbox.bin.run.main(path_to_config_file)), I get the foll…
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cnn_mnist 有 ONNX版本报错
> [ONNXRuntimeError] : 2 : INVALID_ARGUMENT : Failed to load model with error: /onnxruntime_src/onnxruntime/core/graph/model_load_utils.h:47 void onnxruntime::model_load_utils:…
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Hi Bodo,
You have a great toolbox!
I understand that the toolbox can use Spinnaker as simulator after converting to SNN.
May I know if I wish to run the SNN on Spinnaker, what should I change in th…