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A higher-level Neural Network library for microcontrollers.

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I got a error, 'unsupported layer', 'tf.compat.v1.gather',

目前越来越多的模型需要使用perChannel量化来守住精度,就如tflm所做的那样。而在阅读完您的nnom代码后了解到目前nnom使用的legacy cmsis-nn接口都只能支持perLayer量化。 请问近期是否有perChannel量化应用到nnom中的计划?

When using DepthwiseConv2D for 1D data: #x.shape: TensorShape([None, 128, 64]) depthwise_kernel = (1, 3) x = Reshape((1, x.shape[1], x.shape[2]))(x) x = DepthwiseConv2D(kernel_size=depthwise_kernel, padding=padding)(x) x = Reshape((x.shape[2], x.shape[3]))(x) x =Conv1D(filters, kernel_size=kernel_size,...

Hi, I have been following the examples in RNN-Denoise. However, when testing the quantized model, I noticed that the quantized output tends very fast towards zero: ![image](https://github.com/majianjia/nnom/assets/72325068/a95ae4a4-d920-4ec4-8046-c96429e6b630) Resetting the states...

1. What is the content (audio file or feature file) of the test_x.txt file and how is it generated 2. I want to use audio files for testing. Can I...

Hi. I cannot see that there is any documentation on which Keras versions are supported. I tried running with the latest versions as per today - Keras 3.1.1. This gives...

is nnom compatible with RISCV 32bit rv32g? ``` ['/home/rap/gir/riscv32/bin/riscv32-unknown-elf-gcc', '-march=rv32g', '-mabi=ilp32', '-static', '-mcmodel=medany', '-fvisibility=hidden', '-nostdlib', '-nostartfiles', '-T/tmp/riscv.ld', '-o', '/tmp/riscv.riscv.32.bin', '/tmp/riscv.s', './nnom/src/core/nnom_tensor.c.o', './nnom/src/core/nnom_layers.c.o', './nnom/src/core/nnom.c.o', './nnom/src/core/nnom_utils.c.o', './nnom/src/layers/nnom_reshape.c.o', './nnom/src/layers/nnom_sumpool.c.o', './nnom/src/layers/nnom_dw_conv2d.c.o', './nnom/src/layers/nnom_output.c.o', './nnom/src/layers/nnom_flatten.c.o', './nnom/src/layers/nnom_rnn.c.o',...