# Use Quantization in a sentence

1. Quantization is the process of mapping continuous infinite values to a smaller set of discrete finite values

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2. Quantization introduces various sources of

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3. Quantization is opposite to sampling

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4. So digitizing the amplitudes is known as Quantization.

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5. Sampling and Quantization Often the domain and the range of an original signal x(t) are modeled as contin-uous

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6. Quantization is a crucial tool for keeping your beats sounding tight and clean, but it’s not always appropriate

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7. Quantization is a general principle that can be applied to a variety of probabilistic inference algorithms

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8. Grid Quantization; Groove Quantization; Quantizing Music for Grid Quantization: Grid Quantization (in music production) allows you to change inprecise recordings to more precise recording that usually occur from someone playing an instrument (midi controller or guitar for example) while recording the notes through their DAW

Quantization, Quantizing

9. Jullien, A SystemC Block for the MPEG-4 Part 10 integer Approximation of 8×8 DCT Transformation and Quantization with Conformance Test, Busan, Korea, April 2005..

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10. Bernd Girod: EE398A Image and Video Compression Quantization no

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11. Quantization refers to techniques for performing computations and storing tensors at lower bitwidths than floating point precision

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12. What Is Quantization? Quantization is the process of mapping continuous amplitude (analog) signal into discrete amplitude (digital) signal.

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13. The analog signal is quantized into countable & discrete levels known as Quantization levels.Each of these levels represents a fixed input amplitude.

Quantized, Quantization

14. Quantization-aware training(QAT) is the third method, and the one that typically results in highest accuracy of these three

Quantization, Qat

15. Quantization is a nonlinear map that partitions the whole space and represents all of the values in each subspace by a single value

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16. ©Yao Wang, 2006 EE3414:Quantization 6 Uniform Quantization • Applicable when the signal is in a finite range (f min, f max) • The entire data range is divided into L equal intervals of length Q (known as Quantization interval or Quantization step-size) Q =(f max-f min)/L •Interval i is mapped to the middle value of this interval

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17. Quantization Noise Quantization is the mapping of a range of analog voltage to a single value

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18. • Green curve is a scaled version of Vin without any Quantization

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19. Quantization, then, is any phenomenon like this - where the constraints of the physical system force a certain property to only be expressed in discrete jumps with all values in between physically forbidden

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20. It gets particularly interesting in quantum mechanics, but there are much more easily understood examples of Quantization that can also be

Quantum, Quantization

21. We use GEMMLOWP Quantization scheme described here

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22. We implemented above Quantization scheme in pytorch

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23. Quantization code can be found in int_quantizer.py

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24. Data Quantization is to collect statistics on input data of each layer to be quantized, and each layer calculates an optimal set of scaling ratios and Quantization offset

Quantization, Quantized

25. Quantization of orbital energy is caused by the wave nature of matter

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26. Quantization, in physics, is the movement of thinking of physical phenomena from being in terms of classical mechanics to terms of quantum mechanics

Quantization, Quantum

27. Quantization as a differentiable non-linear mapping func-tion, termed the Quantization function

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28. 1, the Quantization function is formed as a linear combina-tion of several Sigmoid functions with learnable biases and scales

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29. In this way, the proposed Quantization function can be learned in a lossless and end-to-end manner and works

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30. Quantization synonyms, Quantization pronunciation, Quantization translation, English dictionary definition of Quantization

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31. If Quantization were observed for a large number of different phenomena, then Quantization would become a law

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32. Quantization in music is the process of shifting and aligning the transients of waveforms to a pre-determined grid

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33. For example, aligning the transients (the initial attack of each hit) of the kick and snare drum to eighth notes is a form of Quantization.

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34. The Quantization operation is performed by digital comparators or sample-and-hold circuits

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35. Quantization is the process of converting a continuous range of values into a finite range of discreet values

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36. Quantization, in essence, lessens the number of bits needed to represent information

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37. Welcome to the comprehensive guide for Keras Quantization aware training

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38. If you want to see the benefits of Quantization aware training and what's supported, see the

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39. Quantization strength also lends itself to being used iteratively — for example, use 50% strength and, if that’s not enough, try 50% strength again

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40. Figure 2: Ableton Live’s Quantization setup menu is efficient: choose a grid; whether you want to

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41. Other Quantization techniques that could be applied include the

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42. Quantization using separate codebooks per parameter and joint scalar Quantization with normalization per-form surprisingly well

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43. In Section 2, we describe our algorithms for picking sub-vectors and the sub-vector Quantization tech-niques

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44. Quantization; The sampling rate determines the spatial resolution of the digitized image, while the Quantization level determines the number of grey levels in the digitized image

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45. The relationship between resolution (in bits) and Quantization noise for an ideal A/D converter can be expressed as Signal to Noise (S/N) = -20*log (1/2^n) where n is the resolution of the A/D converter in bits

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46. Examples of how to use “Quantization” in a sentence from the Cambridge Dictionary Labs

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47. Quantization, in mathematics and digital signal processing, is the process of mapping input values from a large set to output values in a smaller set, often with a finite number of elements

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48. Rounding and truncation are typical examples of Quantization processes

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49. Quantization is involved to some degree in nearly all digital signal processing, as the process of representing a signal in digital

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50. Jullien, “A SystemC model for 4×4 Hadamard Transform and Quantization with Application to MPEG-4 Part 10,” Redmond, Washington, USA, July 2004.

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## Dictionary

QUANTIZATION [ˌkwäntəˈzāSHən]

DEFINITION

Synonyms: quantize .

VERB
quantize (verb) · quantizes (third person present) · quantized (past tense) · quantized (past participle) · quantizing (present participle) · quantise (verb) · quantises (third person present) · quantised (past tense) · quantised (past participle) · quantising (present participle)

### What does quantization refer to?

Quantization. Quantization refers to the process of approximating the continuous set of values in the image data with a finite (preferably small) set of values. The input to a quantizer is the original data, and the output is always one among a finite number of levels.

### What is the origin of quantization?

The concept of quantization of radiation was discovered in 1900 by Max Planck, who had been trying to understand the emission of radiation from heated objects, known as black-body radiation.

### What is quantization of frequency?

The quantization matrix is designed to provide more resolution to more perceivable frequency components over less perceivable components (usually lower frequencies over high frequencies) in addition to transforming as many components to 0, which can be encoded with greatest efficiency. Nov 21 2019