Fine-tuning meaning

/ˌfaɪnˈtuːn/ to make very small changes to something in order to make it work as well as possible: She spent hours fine-tuning her speech. Correcting and mending.

1. What does it mean to fine-tuning?
2. What is an example of fine-tuning?
3. What is a synonym for fine tuned?
4. What does fine-tuning mean in deep learning?
5. Why do we do fine-tuning?
6. Is fine tuned an idiom?
7. What is the difference between training and fine-tuning?
8. What does tuning mean in slang?
9. What does tuned in mean slang?
10. Is it fine tuned or finely tuned?
11. What does fine-tuning mean in NLP?
12. What does tuning mean in slang?
13. Is fine-tuning the same as training?
14. What is fine-tuning in CNN?
15. What is fine tune in logic?
16. What is performance fine-tuning?

What does it mean to fine-tuning?

: to adjust precisely so as to bring to the highest level of performance or effectiveness. fine-tune a TV set. fine-tune the format. : to improve through minor alteration or revision. fine-tune the temperature of the room.

What is an example of fine-tuning?

Technological devices are paradigmatic examples of fine-tuning. Whether they function as intended depends sensitively on parameters that describe the shape, arrangement, and material properties of their constituents, e.g., the constituents' conductivity, elasticity and thermal expansion coefficient.

What is a synonym for fine tuned?

synonyms for fine-tuned

Compare Synonyms. adjust. calibrate. tweak. set.

What does fine-tuning mean in deep learning?

Fine-tuning is a way of applying or utilizing transfer learning. Specifically, fine-tuning is a process that takes a model that has already been trained for one given task and then tunes or tweaks the model to make it perform a second similar task.

Why do we do fine-tuning?

This is called fine-tuning because it slightly adjusts the more abstract representations of the model being reused, in order to make them more relevant for the problem at hand. Fine-tuning is a process to take a network model that has already been trained for a given task and makes it perform a second similar task.

Is fine tuned an idiom?

Literally, to make small or careful adjustments to a device, instrument, or machine. If you fine-tune your amp a little bit more, I think you'd get that tone you're looking for. 2. By extension, to make small or careful adjustments to an idea, plan, or strategy.

What is the difference between training and fine-tuning?

The answer is a mere difference in the terminology used. When the model is trained on a large generic corpus, it is called 'pre-training'. When it is adapted to a particular task or dataset it is called as 'fine-tuning'.

What does tuning mean in slang?

Tuning is when a person is trying to get someone to like him in a subtle ways. It often occurs through liking a person's pics on social media, tagging someone in videos, or playful texts. Tuning is one step below of flirting.

What does tuned in mean slang?

slang. to make or become more aware, knowledgeable, etc (about)

Is it fine tuned or finely tuned?

verb (used with object), fine-tuned, fine-tun·ing. to tune (a radio or television receiver) to produce the optimum reception for the desired station or channel by adjusting a control knob or bar.

What does fine-tuning mean in NLP?

Fine-tuning in NLP refers to the procedure of re-training a pre-trained language model using your own custom data. As a result of the fine-tuning procedure, the weights of the original model are updated to account for the characteristics of the domain data and the task you are interested in.

What does tuning mean in slang?

Tuning is when a person is trying to get someone to like him in a subtle ways. It often occurs through liking a person's pics on social media, tagging someone in videos, or playful texts. Tuning is one step below of flirting.

Is fine-tuning the same as training?

But there are important differences. Both fine tuning and transfer learning build on knowledge (parameters) an existing model has learned from previous data, while training from scratch does not build on the knowledge a model has previously learned.

What is fine-tuning in CNN?

With fine-tuning, we first change the last layer to match the classes in our dataset, as we have done before with transfer learning. But besides, we also retrain the layers of the network that we want.

What is fine tune in logic?

You can transpose or fine tune the pitch of audio regions in tracks that you've already recorded to match the pitch of the instruments in the project. For example, if you've changed the key of a project, some of your existing vocal tracks might be out of tune.

What is performance fine-tuning?

Performance tuning is the improvement of system performance. Typically in computer systems, the motivation for such activity is called a performance problem, which can be either real or anticipated. Most systems will respond to increased load with some degree of decreasing performance.