keras2c

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float vs double

1

Hello, Because it is possible to use keras in python with double precision `keras.backend.set_floatx('float64') `, will you insert a option to create model.c, model.h and model_test.c with double precision ?...

roottreej

Hallo; Here is my problem: This is the predicted value on the python side: [[0.00516781 0.99483216]] This is the predicted value of keras2c: 0.0138991503 0.986100852 Keras version 2.15.0 keras2c complied...

LaoChang2012

``` gcc -std=c99 -I./include/ -c -o fire_test.o fire_model.c -L./include/ -l:libkeras2c.a -lm fire_model.c: In function ‘fire_model’: fire_model.c:54402:15: warning: passing argument 1 of ‘k2c_LeakyReLU’ from incompatible pointer type [-Wincompatible-pointer-types] 54402 | k2c_LeakyReLU(&conv2d_output.array,&conv2d_output.numel,leaky_re_lu_alpha);...

zmoon

dawierha

Fix Advanced Activation Layers Bugs and Create New Test

1

The advanced activation tests were not testing the case when those activation layers were being used as a hidden layer. That way the behavior dealing with other layers weights and...

lucaskdc

https://github.com/f0uriest/keras2c/blob/master/include/k2c_activations.c#L114 change this line to `x[i] = 1.f/(1.f+expf(-x[i]));` you forgot the .f on the end of the 1's so it's causing a double to float cast also one other little...

BeverlyCode

trying to match tf.nn.conv2d vs keras2c

3

I've been having issues matching the output of conv2d from keras to the output of keras2c. I've been trying to unit test the k2c_conv2d vs the output of tf.nn.conv2d. Below...

roboticarm2000

k2c_maxpool2d in time_distributed gives segmentation fault

1

The code generated by keras2c is the following: ``` for (size_t i = 0; i < time_distributed_1_timesteps; ++i) { max_pooling2d_timeslice_input.array = &time_distributed_output.array[i * time_distributed_1_in_offset]; max_pooling2d_timeslice_output.array = &time_distributed_1_output.array[i * time_distributed_1_out_offset]; k2c_maxpool2d(&max_pooling2d_timeslice_output,...

leonardopaffi

Error undefined reference to `lstm(k2c_tensor*, k2c_tensor*)'

1

Hello, I am trying to convert a LSTM NN to C. I was able to generate the C files using your library but when I try to run the example...

javimg140

Package dependence reproducibility.

4

Hey folks, This is a nice library, but I'm running into package conflicts with Python, TF-Keras and Numpy. It seems like this library assumes an older version of Keras from...

Jon-Croz