hub | transfer learning by reusing parts | Machine Learning library
kandi X-RAY | hub Summary
kandi X-RAY | hub Summary
TensorFlow Hub is a repository of reusable assets for machine learning with TensorFlow. In particular, it provides pre-trained SavedModels that can be reused to solve new tasks with less training time and less training data. This GitHub repository hosts the tensorflow_hub Python library to download and reuse SavedModels in your TensorFlow program with a minimum amount of code, as well as other associated code and documentation.
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Top functions reviewed by kandi - BETA
- Download the model
- Wait for the lock to disappear
- Returns the size of a directory
- Returns the size of the directory in bytes
- Create a new apply graph
- Return True if graph is a TF graph function
- Fix colocation after import
- Rewrites colocation constraints
- Adds inputs to the image
- Return the expected size of the image
- Validates the arguments
- Generate bottleneck_truths for images
- Create image classifier
- Return the configuration for the keras layer
- Checks that module is an image embedding
- Recovers the partitioned variable map
- Call the function
- Evaluate a module
- Create a list of image lists
- Creates a ModuleSpec from module_fn
- Exports the given estimator
- Construct a sparse text embedding column
- Run experiment
- Retrieves a list of bottleneck values
- Create a state graph
- Adds the final retrain ops to tensorflow
hub Key Features
hub Examples and Code Snippets
Lines of Code : 55License : Permissive (Apache-2.0)
Copy{
"model": "BERT-Squad",
"model_path": "text/machine_comprehension/bert-squad/model/bertsquad-8.onnx",
"onnx_version": "1.3",
"opset_version": 8,
"metadata": {
"model_sha": "cad65b9807a5e0393e4f84331f9a0c5c844d9cc736e39781a80f9c48ca39447c", c.JupyterHub.load_roles = [
{
"name": "idle-culler",
"scopes": [
"read:users:activity", # read user last_activity
"servers", # start and stop servers
# 'admin:users' # needed if culling idle use 
License : No LicenseCopyconst createEventHub = () => ({
hub: Object.create(null),
emit(event, data) {
(this.hub[event] || []).forEach(handler => handler(data));
},
on(event, handler) {
if (!this.hub[event]) this.hub[event] = [];
this.hub[event].pus # -*- coding: utf-8 -*-
#*******************************************************************************
#
# Copyright (c) 2020 Baidu.com, Inc. All Rights Reserved
#
#*******************************************************************************
""" # Configuration file for jupyterhub (postgres example).
c = get_config() # noqa
# Add some users
c.Authenticator.allowed_users = {'ganymede', 'io', 'rhea'}
c.JupyterHub.load_roles = [
{
"name": "user-admin",
"scopes": [
# ----------------------------------------------------------------------
# Numenta Platform for Intelligent Computing (NuPIC)
# Copyright (C) 2013, Numenta, Inc. Unless you have an agreement
# with Numenta, Inc., for a separate license for this soft Community Discussions
Trending Discussions on hub
QUESTION
I have a problem with the current version of Microsoft Visual Studio Version 17.0.0.
Every time I start debugging my project the the Diagnostic Tools give me the following error:
The diagnostic tools failed unexpectedly. The Diagnostics Hub output in the Output window may contain additional information.
Additional information from the Output window:
Request to DataWarehouse host was unsuccessful: 'Unable to load DLL 'SQLite.Interop.dll': The specified module could not be found. (Exception from HRESULT: 0x8007007E)'
None of my projects is using SQLite. So this seems to be an internal problem in VS.
It worked fine for me in VS 16.x.x.
ANSWER
Answered 2022-Mar-30 at 13:11Just in case anyone else finds this later:
I am using VS 17.2.0 Preview 2.1 right now, and the bug seems to be fixed. I can not tell you, from wich version on it is (or will be) fixed in the non-Preview builds.
QUESTION
I am trying to use tailwindCSS in a ReactJS app
These are the scripts commands in package.json file
ANSWER
Answered 2021-Dec-18 at 22:00It looks like the Tailwind configuration from CRACO is not needed anymore.
https://github.com/facebook/create-react-app/issues/11771#issuecomment-997217680
Look at Tailwind 3.0 install steps: https://tailwindcss.com/docs/guides/create-react-app
QUESTION
I have pretrained model for object detection (Google Colab + TensorFlow) inside Google Colab and I run it two-three times per week for new images I have and everything was fine for the last year till this week. Now when I try to run model I have this message:
...ANSWER
Answered 2022-Feb-07 at 09:19It happened the same to me last friday. I think it has something to do with Cuda instalation in Google Colab but I don't know exactly the reason
QUESTION
I have a question about the architecture of docker images.
For example, alpine:latest provides the image for linux/arm/v8 architecture.
We can pull this image by specifying the linux/arm64 platform:
ANSWER
Answered 2022-Jan-23 at 05:13The Docker documentation has this list:
QUESTION
Trying to start a PostgreSQL container according to the instructions at https://hub.docker.com/_/postgres (How to use this image → start a postgres instance),
...ANSWER
Answered 2021-Nov-09 at 13:37I bumped into the same issue.
PostgreSQL Docker tags 13 and 14 seem to be using Debian's bulleye which seems to change things in regards to the file system.
At the moment there are two solutions:
- Downgrade to PostgreSQL
13-buster, i.e. Docker tagpostgres:13.4-buster, as it seems14does not have a-busterequivalent. - Upgrade current Docker you are running. From Docker version onwards
20.10.6, it seems to fix the issue.
As a reference to the issue on GitHub related to this issue, you can find it at root user has no permissions within container #884 .
For posterity, the solution from GitHub:
you'll need to update Docker, runc, and likely libseccomp on your host.
QUESTION
Celery disconnects from RabbitMQ each time a task is passed to rabbitMQ, however the task does eventually succeed:
My questions are:
- How can I solve this issue?
- What improvements can you suggest for my celery/rabbitmq configuration?
Celery version: 5.1.2 RabbitMQ version: 3.9.0 Erlang version: 24.0.4
RabbitMQ error (sorry for the length of the log:
...ANSWER
Answered 2021-Aug-02 at 07:25Same problem here. Tried different settings but with no solution.
Workaround: Downgrade RabbitMQ to 3.8. After downgrading there were no connection errors anymore. So, I think it must have something to do with different behavior of v3.9.
QUESTION
I'm using a small laptop to copy video files on location to multiple memory sticks (~8GB). The copy has to be done without supervision once it's started and has to be fast.
I've identified a serious boundary to the speed, that when making several copies (eg 4 sticks, from 2 cameras, ie 8 transfers * 8Gb ) the multiple Reads use a lot of bandwidth, especially since the cameras are USB2.0 interface (two ports) and have limited capacity.
If I had unix I could use tar -cf - | tee tar -xf /stick1 | tee tar -xf /stick2 etc which means I'd only have to pull 1 copy (2*8Gb) from each camera once, on the USB2.0 interface.
The memory sticks are generally on a hub on the single USB3.0 interface that is driven on different channel so write sufficently fast.
For reasons, I'm stuck using the current Win10 PowerShell.
I'm currently writing the whole command to a string (concatenating the various sources and the various targets) and then using Invoke-Process to execute the copy process while I'm entertaining and buying the rounds in the pub after the shoot. (hence the necessity to be afk).
I can tar cf - | tar xf a single file, but can't seem to get the tee functioning correctly.
I can also successfully use the microSD slot to do a single cameras card which is not as physically nice but is fast on one cameras recording, but I still have the bandwidth issue on the remaining camera(s). We may end up with 4-5 source cameras at the same time which means the read once, write many, is still going to be an issue.Edit: I've just advanced to play with Get-Content -raw | tee \stick1\f1 | tee \stick2\f1 | out-null . Haven't done timings or file verification yet....
Edit2: It seems like the Get-Content -raw works properly, but the functionality of PowerShell pipelines violates two of the fundamental Commandments of programming: A program shall do one thing and do it well, Thou shalt not mess with the data stream. For some unknown reason PowerShell default (and only) pipeline behaviour always modifies the datastream it is supposed to transfer from one stream to the next. Doesn't seem to have a -raw option nor does it seem to have a $session or $global I can set to remedy the mutilation.
How do PowerShell people transfer raw binary from one stream out, into the next process?
...ANSWER
Answered 2021-Dec-09 at 23:43May be not quite what you want (if you insist on using built in Powershell commands), but if you care about speed, use streams and asynchronous Read/Write. Powershell is a great tool because it can use any .NET classes seamlessly.
The script below can easily be extended to write to more than 2 destinations and can potentially handle arbitrary streams. You might want to add some error handling via try/catch there too. You may also try to play with buffered streams with various buffer size to optimize the code.
Some references:
-- 2021-12-09 update: Code is modified a little to reflect suggestions from comments.
QUESTION
I am trying to test a service but the Repository is always null. When using a JPA repository I never had this issue. I am not sure if it has something to do with ReactiveCrudRepository. Has anyone encountered this issue?
...ANSWER
Answered 2021-Dec-04 at 09:38findAll() method is not mocked, thus a null value is returned. You should mock userRepository.findAll() instead of userRepository.findAll().collectList().block().
Try this:
QUESTION
I have just seen that support for AAB files have just been introduced in Python for Android (p4a). Considering that, fom August 2021, new apps are required to publish with the Android App Bundle on Google Play, this is a crucial addition for any Python dev working on Android apps.
Since I'm currently using Buildozer via Docker, I'd like to know which are the steps to make it generating an .aab instead of (or along to) the traditional .apk
For the sake of clarity, here is what I use to run Buildozer from inside a container (using Docker for Windows) to make the .apk file:
...ANSWER
Answered 2021-Nov-26 at 13:34The community has finally completed the AAB support for Buildozer. Although it is still a pending pull request, it is already possible to create the AAB, and I have figured out how to do it using Docker.
I have found two very interesting gists that helped me a lot (this one about creating an AAB with Buildozer on Ubuntu, and another one about signing an AAB on the same platform). However, I have run everything on Windows via Docker, so I think it is a good idea to share how I did it.
Clone the feat/aab-support branch of the Buildozer repository in your local machine:
QUESTION
I am trying to run
...ANSWER
Answered 2021-Nov-21 at 17:24you have to log in to snyk via the cli:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install hub
The asset types of tfhub.dev SavedModels for TensorFlow 2 and the Reusable SavedModel interface. Deprecated: Models in TF1 Hub format and their Common Signatures collection.
Using the library Installation Caching model downloads Migration to TF2 Model compatibility for TF1/TF2 Common issues Build from source Hosting a module
Tutorials TF2 Image Retraining TF2 Text Classification Additional TF1 and TF2 examples
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