Describe the problem To read a model from official TensorFlow source (COCO SSD MobileNet v1) and perform inference with minimal.cc, we get the error below. System information Host OS Platform and Distribution : Linux Ubuntu 16.04 TensorFlow installed from (source or binary): From source (branch r1.12) Target …
Tag: tensorflow
tflite_runtime get Illegal instruction on raspberry pi
after installing tflite_runtime on raspberry pi using the following commands and trying to import tflite .. I got “Illegal instruction” Error screenshot Answer The prebuilt tflite_runtime package set from the above site does not cover armv6 architecture yet. Alternatively, you can choose some othe…
Install Tensorflow 2.2 on linux
I have GNU/Linux box, I am trying to install Tensorflow 2.2. Currently I have and when I try to run my code it says So when I try to install Tensorflow 2.2 I get the above error. Any idea how to fix this issue? Update: -Raj Answer TensorFlow 2 packages require a pip version >19.0. https://www.tensorflow.or…
Run tensorflow on linux by python3 pip
I have installed python and tensorflow on my linux, This is my all step that I done: This version of tensorflow and keras is installed: And: I create a simple code on vscode : But when I run it by vscode I got : What is my mistake? Answer This problem may refer to the instruction set that the binary
Create python script to run terminal command with source
Long story short, I’m trying to figure out a way to turn these command lines into a script or function in python that can be called by another python application. These are the command lines in Linux: At first I was like this will be easy its just launching the application in python – but I’…
TensorFlow MirroredStrategy() not working for multi-gpu training
I am trying to implement TensorFlows MirroredStrategy() to run a 3DUNet on 2 Nvidia Titan RTX graphics cards. The code is verified to work for 1 GPU. My OS is Red Hat Enterprise Linux 8 (RHEL8). The error comes at model.fit(). I have installed the appropriate NCCL Nvidia Drivers and verified that I can parse …
An error about TypeError: expected str, bytes or os.PathLike object, not NoneType
I tried to correct English grammar by running a model. My development environment is Linux + Anaconda3 + Python 3.6 + CUDA 9.0 + tensorflow1.9.0 After I ran the model, there was the following problem with the test: How should I solve this problem? Answer It would be helpful to see some code but it looks like …
Is it possible to threshold the maximum GPU usage per user?
We have Ubuntu 18.04 installed machine with an RTX 2080 Ti GPU with about 3-4 users using it remotely. Is it possible to give a maximum threshold GPU usage per user (say 60%) so any other could use the rest? We are running tensorflow deep learning models if it helps to suggest an alternative. Answer My apolog…
Error building Tensorflow on CentOS 7
I am trying to compile Tensorflow (r1.3) on CentOS 7. My environment: gcc (g++) 7.20, bazel 0.5.3, python3 (with all necessary dependencies listed on tensorflow web site), swig 3.0.12, openjdk 8. Everything is installed in the users scope, without root access. Whenever I am trying to build a python package in…
Wrapping python+keras+tensorflow ‘as a service’ to receive prediction requests from PHP?
I run a python script in order to load keras, tensorflow and the keras model. Then I can start making predictions, but this takes a few seconds to load everything. I can loop inside the python script and get good performance predicting in batches, but I want to have also good performance with via independent …