hls4ml-tutorial

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Hello, I am trying to run the tutorial notebooks and on the first tutorial, the notebook gets stuck at: `hls_model.compile()` I have tried to monitor the resource usage and I...

HassinJalap

'xcku115-flvb2104-2-i'

2

Hello! I am not an expert, but I am trying to run a notebook inside this docker container. I have 2 issues. 1. When I run the "build" function, I...

bubenik98

`nn = NeuralNetworkOverlay('hls4ml_nn.bit', X_test.shape, y_test.shape)` The above function fails with the error: `--------------------------------------------------------------------------- error Traceback (most recent call last) in () ----> 1 nn = NeuralNetworkOverlay('hls4ml_nn.bit', X_test.shape, y_test.shape) /home/xilinx/jupyter_notebooks/package/axi_stream_driver.py in...

obsidian-1

vivado

1

hello i'm new to using docker i'v downloaded the without vivado version and now i want access vivado in my host machine to synthesis the code !!!! is it possible...

behnamarefy

bitstream tutorial model build error

1

Hi all, I'm currently facing this issue even after installing the required IP for the pynq-z2 FPGA, which is the exact setup detailed by the tutorial. My vivado version, 2020.1,...

ImNotACoder

Pytorch converter doesn't work.

7

I trained VGG16 model on CIFAR100 dataset on pytorch. When I run: ``` import hls4ml import plotting config = hls4ml.utils.config_from_pytorch_model(model, granularity='layer') print("-----------------------------------") print("Configuration") plotting.print_dict(config) print("-----------------------------------") hls_model = hls4ml.converters.convert_from_pytorch_model( model, hls_config=config,...

areeb-agha

docker build error

4

Hello, I found a build error in the RHEL8 environment(pull is Ok). $sudo docker build -f docker/Dockerfile.vivado -t ghcr.io/fastmachinelearning/hls4ml-tutorial/hls4ml-0.7.1-vivado-2019.2:latest . Sending build context to Docker daemon 67.18GB Error response from...

gi4you

Hi all, I am wondering what the difference is between the `Resource` and the `Latency` optimization strategy. Because I think my grasp of these concepts is wrong. Initially, I thought...

vandenBergArthur

hls4ml dosent work for me

2

**my model is:** model = Sequential() model.add(BatchNormalization(input_shape=(1408,1))) model.add(Conv1D(3, kernel_size=(100),strides=2)) model.add(Activation("relu")) model.add(MaxPooling1D(pool_size=(2),strides=2)) model.add(Conv1D(50, (10))) model.add(MaxPooling1D(pool_size=(2),strides=2)) model.add(Activation("relu")) model.add(Conv1D(30, (30))) model.add(MaxPooling1D(pool_size=(2))) model.add(Activation("relu")) model.add(BatchNormalization()) model.add(Flatten()) model.add(Dropout(0.25)) model.add(Dense(4,activation='softmax')) **and my hls4ml configuration:** config = hls4ml.utils.config_from_keras_model(model,...

zahraaayii

When I run this code, I stuck at this code and got this kind of error. How to fix it? 

sawaikhong