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Tensor Processing Unit (3,208 words) [view diff] exact match in snippet view article find links to article

Tensor Processing Unit (TPU) is an AI accelerator application-specific integrated circuit (ASIC) developed by Google for neural network machine learning

Google Tensor is a series of ARM64-based system-on-chip (SoC) processors designed by Google for its Pixel devices. It was originally conceptualized in

The tensor fasciae latae (or tensor fasciæ latæ or, formerly, tensor vaginae femoris) is a muscle of the thigh. Together with the gluteus maximus, it acts

The tensor tympani is a muscle within the middle ear, located in the bony canal above the bony part of the auditory tube, and connects to the malleus bone

isomorphic to the group of units of the ring Z, which is ({−1, +1}, ×) ≅ C2. The tensor product Z/mZ ⊗ Z/nZ can be shown to be isomorphic to Z / gcd(m, n)Z. So

of a scalar–tensor theory, a gravitational theory in which the gravitational interaction is mediated by a scalar field as well as the tensor field of general

"ray tracing shaders" as "ray tracing cores". Tensor shaders may be integrated in NPUs or GPUs. Tensor shaders are supported by Microsoft via DirectML

a purely classical extension of general relativity to 5D, with a metric tensor of 15 components. Ten components are identified with the 4D spacetime metric

[better source needed] The mandibular nerve immediately passes between tensor veli palatini, which is medial, and lateral pterygoid, which is lateral

Face's Transformers, and Catalyst. PyTorch provides two high-level features: Tensor computing (like NumPy) with strong acceleration via graphics processing

The tensor veli palatini muscle (tensor palati or tensor muscle of the velum palatinum) is a thin, triangular muscle of the head that tenses the soft palate

reports that they would be powered by a custom system-on-chip named Google Tensor. The cameras are housed in a horizontal bar on the back, while the front

In mathematics, the signature of a metric tensor g (or equivalently, a real quadratic form thought of as a real symmetric bilinear form on a finite-dimensional

reports that they would be powered by a custom system-on-chip named Google Tensor. The cameras are housed in a horizontal bar on the back, while the front

In mathematics, the signature of a metric tensor g (or equivalently, a real quadratic form thought of as a real symmetric bilinear form on a finite-dimensional

tensor product of two von Neumann algebras acting on two Hilbert spaces is defined to be the von Neumann algebra generated by their algebraic tensor product

}\left(\Omega _{1}\right)} is nuclear, this tensor product is simultaneously the injective tensor product and projective tensor product). In short, the Schwartz

Ampere and Hopper architectures, 64. The Hopper architecture provides a Tensor Memory Accelerator (TMA), which supports bidirectional asynchronous memory

In mathematics, a monoidal category (or tensor category) is a category C {\displaystyle \mathbf {C} } equipped with a bifunctor ⊗ : C × C → C {\displaystyle

often modeled as an ellipsoid, and the technique is then called diffusion tensor imaging. Barriers can be many things: cell membranes, axons, myelin, etc

the geometry of spacetime and the energy–momentum tensor (also referred to as the stress–energy tensor). The measured value of the constant is known with

is encoded by the Einstein tensor G μ ν {\displaystyle G_{\mu \nu }} to the expectation value of the energy–momentum tensor T ^ μ ν {\displaystyle {\hat

)^{\textsf {T}}} is a tensor field of order k + 1. For a tensor field T {\displaystyle \mathbf {T} } of order k > 0, the tensor field ∇ T {\displaystyle

In mathematics, the tensor product of two algebras over a commutative ring R is also an R-algebra. This gives the tensor product of algebras. When the

linearized gravity is the application of perturbation theory to the metric tensor that describes the geometry of spacetime. As a consequence, linearized gravity

Scalar–tensor–vector gravity (STVG) is a modified theory of gravity developed by John Moffat, a researcher at the Perimeter Institute for Theoretical Physics

512-core Ampere GPU with 16 Tensor cores, while the 8 GB variant doubles those numbers to 40/20 TOPs, a 1024-core GPU and 16 Tensor cores. Both have 6 Arm

\cdot {\boldsymbol {\sigma }}+\mathbf {f} .} By setting the Cauchy stress tensor σ {\textstyle {\boldsymbol {\sigma }}} to be the sum of a viscosity term

curvature scalar, which is the Ricci tensor contracted with the metric tensor, and the Ricci tensor is the Riemann tensor contracted with a Kronecker delta

stacks Fourier–Deligne transform Deligne cohomology Deligne motive Deligne tensor product of abelian categories (denoted ⊠ {\displaystyle \boxtimes } ) Deligne's

quanta are fermionic particles such as electrons, and tensor fields such as the metric tensor field that describes the shape of spacetime and gives rise

thesis. It is sometimes also referred to as the "bifocal tensor". As a tensor it is a two-point tensor in that it is a bilinear form relating points in distinct

Tensor–vector–scalar gravity (TeVeS), developed by Jacob Bekenstein in 2004, is a relativistic generalization of Mordehai Milgrom's Modified Newtonian

Kurt Gödel, of the Einstein field equations in which the stress–energy tensor contains two terms: the first representing the matter density of a homogeneous

Tensor–vector–scalar gravity (TeVeS), developed by Jacob Bekenstein in 2004, is a relativistic generalization of Mordehai Milgrom's Modified Newtonian

define curvature for these manifolds, now known as the Riemann curvature tensor. Similar notions have found applications everywhere in differential geometry

formulation of spin (the spin tensor). These extra equations express the torsion linearly in terms of the spin tensor associated with the matter source

of the fascia lata. The action of the muscles associated with the ITB (tensor fasciae latae and some fibers of gluteus maximus) flex, extend, abduct,

chemist and physicist Alessandro Volta. It was Nvidia's first chip to feature Tensor Cores, specially designed cores that have superior deep learning performance

the Google I/O keynote. They are powered by the second-generation Google Tensor chip, and feature a design similar to that of the Pixel 6 series. They shipped

phone is available in the following colors: The Pixel 6a uses the Google Tensor system-on-chip, with 6 GB of RAM and 128 GB of non-expandable UFS 3.1 internal

industry. Key elements include dedicated artificial intelligence processors ("Tensor cores") and dedicated ray tracing processors ("RT cores"). Turing leverages

The orbicularis oculi is a muscle in the face that closes the eyelids. It arises from the nasal part of the frontal bone, from the frontal process of the

category of R-algebras. Tensor products The tensor product of two R-algebras is also an R-algebra in a natural way. See tensor product of algebras for

continuum mechanics, a compatible deformation (or strain) tensor field in a body is that unique tensor field that is obtained when the body is subjected to

Third-generation Tensor Cores with FP16, bfloat16, TensorFloat-32 (TF32) and FP64 support and sparsity acceleration. The individual Tensor cores have with

is a hypothetical particle which emerges as an excitation of the metric tensor (i.e. gravitational field) in spacetime dimensions higher than four, as

analysis, the tensor product of Hilbert spaces is a way to extend the tensor product construction so that the result of taking a tensor product of two

and 64 FP16 operations per clock per tensor core, and most Turing GPUs have a few hundred tensor cores. The Tensor Cores use CUDA Warp-Level Primitives

The nerve to tensor veli palatini is a small nerve which is unique in that it is the only branch of the mandibular nerve providing motor innervation to

pixel resolution; both have Corning Gorilla Glass Victus. Processor: Google Tensor Storage: Pixel 6 128 or 256 GB; Pixel 6 Pro 128, 256, or 512 GB RAM: 8 GB

the first branchial arch, namely the muscles of mastication, the tensor tympani, tensor veli palatini, mylohyoid, and anterior belly of the digastric. It

category (i.e. a category in which a "tensor product" ⊗ {\displaystyle \otimes } is defined) such that the tensor product is symmetric (i.e. A ⊗ B {\displaystyle

tensors". M-way arrays may be modeled by linear tensor models, such as CANDECOMP/Parafac, or by multilinear tensor models, such as multilinear principal component

coupling the dual graviton field to the curl of its own energy-momentum tensor. The previously mentioned theories of dual graviton are in flat space. In

2}g_{\mu \nu }} is the Einstein tensor, which combines the Ricci tensor, the scalar curvature and the metric tensor; Λ {\displaystyle \Lambda } is the

characterized by a curvature-free linear connection in conjunction with a metric tensor field, both defined in terms of a dynamical tetrad field. The crucial new

x^{i}} . The dynamic variables of this theory are taken to be the metric tensor of three-dimensional spatial slices γ i j ( t , x k ) {\displaystyle \gamma

invariants: that is because a scalar multiple of the identity will act on a tensor of rank r in S(V) through the r-th power 'weight' of the scalar. The point

Einstein field equations are derivable from a variational principle. A spin tensor can also be supported in a manner similar to Einstein–Cartan–Sciama–Kibble

over V. The symmetric algebra S(V) can be built as the quotient of the tensor algebra T(V) by the two-sided ideal generated by the elements of the form

manifold whose Einstein tensor vanishes identically. According to the Einstein field equation, this means that the stress–energy tensor also vanishes identically

particles are bosons, the n-particle states are vectors in a symmetrized tensor product of n single-particle Hilbert spaces H. If the identical particles

scale current is then the trace of the stress tensor. In the absence of any mass scales the stress tensor trace vanishes ( ℏ = 0 {\displaystyle \hbar =0}

projective tensor product of two locally convex topological vector spaces is a natural topological vector space structure on their tensor product. Namely

p_{ijk\ell }} is the symmetric part of the photoelastic tensor (the photoelastic strain tensor), and s k ℓ {\displaystyle s_{k\ell }} is the linear strain

curvature of a connection on a principal bundle. The Riemann curvature tensor in Riemannian geometry can be considered as a special case. Let G be a Lie

ISBN 0-7167-0344-0. These authors use the Lorentz force in tensor form as definer of the electromagnetic tensor F, in turn the fields E and B. Grant, I. S.; Phillips

Degenerate Higher-Order Scalar-Tensor theories (or DHOST theories) are theories of modified gravity. They have a Lagrangian containing second-order derivatives

It provides motor innervation to the gluteus medius, gluteus minimus, tensor fasciae latae, and piriformis muscles; it also has a cutaneous branch. The

light remains constant in PPN formalism and it assumes that the metric tensor is always symmetric. The earliest parameterizations of the post-Newtonian

where Q {\displaystyle \mathbf {Q} } is the rotation tensor (not rotation matrix), an orthogonal tensor related to the angular velocity vector by ω × u =

_{r}\nu _{r}}^{\alpha _{r}\beta _{r}}} where Rμναβ represents the Riemann tensor, and where the generalized Kronecker delta δ is defined as the antisymmetric

tensor to the stress–energy tensor, which represents the distribution of energy, momentum and stress in the spacetime manifold. The Einstein tensor is

(CN V3). It supplies the medial pterygoid muscle, the tensor veli palatini muscle, and the tensor tympani muscle. The medial pterygoid nerve is a slender

the same congruence. However, in a Lorentzian manifold, we have a metric tensor, which picks out a preferred vector field among the vector fields which

masses correspond to the principal components of the inertial effective mass tensor, described later.) In this case, the electron motion is no longer directly

silicon Macs. Accelerators are used in cloud computing servers, including tensor processing units (TPU) in Google Cloud Platform and Trainium and Inferentia

measured. The vacuum polarization is quantified by the vacuum polarization tensor Πμν(p) which describes the dielectric effect as a function of the four-momentum

meningeal artery. On entering the cranium it runs in the canal for the tensor tympani muscle and supplies this muscle and the lining membrane of the canal

bundle E ∗ {\displaystyle E^{*}} , tensor powers E ⊗ k {\displaystyle E^{\otimes k}} , symmetric and antisymmetric tensor powers S k E , Λ k E {\displaystyle

. The tensor product (or Kronecker product) is used to combine quantum states. The combined state for a qubit register is the tensor product of the

be thought of as a differential arc length, is a function of the metric tensor and is denoted by d s {\displaystyle ds} . Line elements are used in physics

In mathematics, the tensor product of two fields is their tensor product as algebras over a common subfield. If no subfield is explicitly specified, the

fields correspond to naturally spatially varying properties. This leads to tensor-valued random fields[clarification needed] in which the key role is played

the injective tensor product is a particular topological tensor product, a topological vector space (TVS) formed by equipping the tensor product of the

V ⊕ W with gradation (V ⊕ W)i = Vi ⊕ Wi . If I is a semigroup, then the tensor product of two I-graded vector spaces V and W is another I-graded vector

Nordström turned to scalar theories of gravitation (while Einstein explored tensor theories). Nordström's first attempt to propose a suitable relativistic

and notable graduate-level textbooks: The Ricci tensor is defined as the contraction of the Riemann tensor. Some authors use the contraction R a b = R c

vector spaces. They play a considerable part in the theory of topological tensor products. DF-spaces were first defined by Alexander Grothendieck and studied

metric tensor and Ω ( x ) {\displaystyle \Omega (x)} is a function on spacetime. The simplest theory in this category has the square of the Weyl tensor as

metric tensor and Ω ( x ) {\displaystyle \Omega (x)} is a function on spacetime. The simplest theory in this category has the square of the Weyl tensor as

"Aqueduct" 1:38 7. "Potential Govaner" 2:11 8. "Planet Gear" 4:03 9. "Tensor in Green" 3:42 10. "The Glass Road" 7:10 11. "Fluxgate" 1:08 12. "Duotone

The subscript, R {\displaystyle \mathbb {R} } , on the tensor product indicates that the tensor product is taken over the real numbers (since V {\displaystyle

involving the inertia tensor. Let Iij denote the inertia tensor of a body as calculated at the center of mass. Then the inertia tensor Jij as calculated relative

expansion coefficients of total angular momentum eigenstates in an uncoupled tensor product basis. In more mathematical terms, the CG coefficients are used

the tensor algebra T ( g ) {\displaystyle T({\mathfrak {g}})} from it. The tensor algebra is a free algebra: it simply contains all possible tensor products

a scalar and a vector. It can also be represented as the product of its tensor and its versor. Hamilton invented the term scalars for the real numbers

"internal" tensor product of a tensor algebra. A tensor algebra comes with a tensor product (the internal one); it can also be equipped with a second tensor product

Dedekind–MacNeille completion, product topologies, Stone–Čech compactification, tensor products, inverse limit and direct limit, kernels and cokernels, quotient

4-dimensional spacetime manifold. The Faraday tensor F μ ν {\displaystyle F_{\mu \nu }} (electromagnetic tensor) can be written as a 2-form in Minkowski space

graviscalar or radion emerges as an excitation of general relativity's metric tensor, i.e. gravitational field, but is indistinguishable from a scalar in four

oval, shallow depression, the scaphoid fossa, which gives origin to the tensor veli palatini. It is not the same as and has to be distinguished from the

Nvidia) - not to be confused with TSMC's regular N4 node 4th-generation Tensor Cores with FP8, FP16, bfloat16, TensorFloat-32 (TF32) and sparsity acceleration

temporalis mylohyoid muscle digastric muscle, anterior belly tensor veli palatini muscle tensor tympani muscle Other Mucous membrane and glands of the anterior

importance for the dynamics of the interaction is the wave radiation stress tensor. Wave–current interaction is also one of the possible mechanisms for the

the system is updated and goes live again. Google has stated that it uses tensor processing unit (TPU) ASICs for processing RankBrain requests. RankBrain

vocalize. When presented with an intense sound stimulus, the stapedius and tensor tympani muscles of the ossicles contract. The stapedius stiffens the ossicular

category of vector spaces and linear maps with the tensor product, string diagrams are called tensor networks or Penrose graphical notation. This has led

muscle and the tensor veli palatini. Above this fossa is a small, oval, shallow depression, the scaphoid fossa, which gives origin to the tensor veli palatini

Examples of tensor representations: Not all irreducible representations of G L ( n , C ) {\displaystyle GL(n,\mathbb {C} )} are tensor representations

it identically vanishes. Despite being quadratic in the Riemann tensor (and Ricci tensor), terms containing more than 2 partial derivatives of the metric

the shear tensor σ a b = θ a b − 1 3 θ h a b {\displaystyle \sigma _{ab}=\theta _{ab}-{\frac {1}{3}}\,\theta \,h_{ab}} and the vorticity tensor ω a b =

Samsung Exynos 1080, 1280, 1330, 1380, 1480, 2100 Cortex-X1 Google Tensor, Tensor G2 Qualcomm Snapdragon 888(+) Samsung Exynos 2100 Neoverse N1 Ampere

any non-gravitational fields is described by the energy–momentum tensor (or matter tensor) T a b {\displaystyle T^{ab}} . However, the Einstein field equation

Examples of tensor representations: Not all irreducible representations of G L ( n , C ) {\displaystyle GL(n,\mathbb {C} )} are tensor representations

triangular cut of beef from the bottom sirloin subprimal cut, consisting of the tensor fasciae latae muscle. Untrimmed, the tri-tip weighs around 5 pounds. In

Samsung Exynos 1080, 1280, 1330, 1380, 1480, 2100 Cortex-X1 Google Tensor, Tensor G2 Qualcomm Snapdragon 888(+) Samsung Exynos 2100 Neoverse N1 Ampere

any non-gravitational fields is described by the energy–momentum tensor (or matter tensor) T a b {\displaystyle T^{ab}} . However, the Einstein field equation

then it is a rigid-body displacement. Two types of displacement gradient tensor may be defined, following the Lagrangian and Eulerian specifications. The

provides attachment for the inguinal ligament, and the sartorius muscle. The tensor fasciae latae muscle attaches to the lateral aspect of the superior anterior

In differential geometry, the term curvature tensor may refer to: the Riemann curvature tensor of a Riemannian manifold — see also Curvature of Riemannian

In mathematics, specifically functional analysis, a trace-class operator is a linear operator for which a trace may be defined, such that the trace is

coalgebra. In general, the tensor product of irreducible representations is not irreducible; the process of decomposing a tensor product as a direct sum

In mathematics, the tensor product of representations is a tensor product of vector spaces underlying representations together with the factor-wise group

energy-momentum tensor. Since the mixed symmetric field strength of dual gravity is comparable to the totally symmetric extrinsic curvature tensor of the Galileons

symmetric bilinear forms breaks down. By the universal property of the tensor product, there is a canonical correspondence between bilinear forms on V

is both rotating and electrically charged. This formula for the metric tensor g μ ν {\displaystyle g_{\mu \nu }\!} is called the Kerr–Newman metric. It

the injective and projective C*-cross norms coincides on the algebraic tensor product A⊗B and the completion of A⊗B with respect to this norm is a C*-algebra

curved spacetime geometry where the source of curvature is the stress–energy tensor (representing matter, for instance). Thus, for example, the path of a planet

addition, cadaver studies have confirmed the presence of a sixth muscle, the tensor vastus intermedius. While this muscle has a variable presentation, it consistently

algebraic tensor product X ⊗ Y {\displaystyle X\otimes Y} equipped with the projective tensor norm, and similarly for the injective tensor product X ⊗

shear tensor (a second-order tensor) is proportional to the flow velocity gradient (the velocity is a vector, so its gradient is a second-order tensor): τ

the Z and W bosons. This article uses the (+−−−) metric signature and tensor index notation in the language of 4-vectors. The field involved is a complex

around damage to or dysfunction of the stapes bone, stapedius muscle or tensor tympani (eardrum). It is often categorized into four subtypes: loudness

Fractons have been identified in various CSS codes as well as in symmetric tensor gauge theories. Gapped fracton models often feature a topological ground

pseudoscalar is the product of two "pseudo-quantities", the resulting tensor is a true tensor, and does not change sign upon an inversion of axes. The situation

since the metric tensor will have nonzero off-diagonal components, preventing many simplifications in formulas for tensor algebra and tensor calculus. The

in term of four-current (instead of charge) and a single electromagnetic tensor that represents the combined field ( F μ ν {\displaystyle F^{\mu \nu }}

type of spatial and temporal anti-aliasing method relying on dedicated tensor core processors Deep learning super sampling (DLSS), a family of real-time

Liénard–Wiechert potential London equations Lorentz force Maxwell equations Maxwell tensor Poynting vector Synchrotron radiation Electrical network Alternating current

their sponsored skaters. Element Skateboards Independent Ace Krux Royal Tensor Thunder Venture Gullwing Mini Logo Lurpiv Polyurethane wheels attach to

type of spatial and temporal anti-aliasing method relying on dedicated tensor core processors Deep learning super sampling (DLSS), a family of real-time

Samsung Exynos 1080, 1280, 1330, 1380, 1480, 2100 Cortex-X1 Google Tensor, Tensor G2 Qualcomm Snapdragon 888(+) Samsung Exynos 2100 Neoverse N1 Ampere

of point-like particles, the angular momentum tensor is expressed in terms of the stress–energy tensor of the rotating object. In special relativity alone

on them. Throughout, this article uses the natural units c = G = 1, and tensor index notation. The Mathisson–Papapetrou–Dixon (MPD) equations for a mass

Γ(E). An E-valued differential form of degree p is a smooth section of the tensor product bundle of E with Λp(T ∗M), the p-th exterior power of the cotangent

rings. Let (X, O) be a ringed space. If F and G are O-modules, then their tensor product, denoted by F ⊗ O G {\displaystyle F\otimes _{O}G} or F ⊗ G {\displaystyle

be its dual, that is, the space of bounded linear functionals on B. The tensor product B ∗ ⊗ B {\displaystyle B^{*}\otimes B} has a completion under the

_{i=1}^{N}{\frac {1}{2}}\left(\nabla f_{i}\right)^{2}\right\}} where g is the metric tensor, ϕ {\displaystyle \phi } is the dilaton field, fi are the matter fields

theory and quantum mechanics. It states that matrix elements of spherical tensor operators in the basis of angular momentum eigenstates can be expressed

mathematical form in all coordinate systems, and is usually expressed in terms of tensor fields. The classical (non-quantum) theory of electrodynamics is one theory

bra–ket notation and include the abstract nature of the state, such as tensor products and transformation rules. The notation parallels the idea of Penrose

described by a seismic moment tensor M i j {\displaystyle M_{ij}} (a symmetric tensor, but not necessarily a double couple tensor), the seismic moment is M

is a scalar value of stress that can be computed from the Cauchy stress tensor. In this case, a material is said to start yielding when the von Mises stress

dimension two. Split-octonions are non-associative and contain nilpotents. The tensor product of any two algebras is another algebra, which can be used to produce

Samsung Exynos 1080, 1280, 1330, 1380, 1480, 2100 Cortex-X1 Google Tensor, Tensor G2 Qualcomm Snapdragon 888(+) Samsung Exynos 2100 Neoverse N1 Ampere

The action of γ {\displaystyle \gamma } on an N {\displaystyle N} -fold tensor product factors through the braid group. In particular, ( γ B , C ⊗ Id )

The cricothyroid muscle is the only tensor muscle of the larynx aiding with phonation. It is innervated by the superior laryngeal nerve. Its action tilts

motor innervation to most of the muscles of the soft palate (all but the tensor veli palatini muscle), and of the pharynx (all but the stylopharyngeus muscle)

T_{\mu \nu },} where Gμν is the Einstein tensor, gμν is the metric tensor, Tμν is the stress–energy tensor, Λ is the cosmological constant, G {\displaystyle

I N T {\displaystyle \mathrm {CINT} } -type operations for any type of tensor product splines, as explained in the tricubic interpolation article. However

with the cartilaginous part of the auditory tube, and the origin of the tensor veli palatini; posteriorly, with the middle meningeal artery. It surrounds

{\displaystyle \Box } is the D'Alembert operator, or the electromagnetic field tensor: ∇ α F α β = μ 0 J β {\displaystyle \nabla _{\alpha }F^{\alpha \beta }=\mu

expansion of the universe. In space-positive metric signature tensor notation, the stress–energy tensor of a perfect fluid can be written in the form T μ ν =

muscles include the gluteus maximus, gluteus medius, gluteus minimus, and tensor fasciae latae. They cover the lateral surface of the ilium. The gluteus

derived category). tensor category Usually synonymous with monoidal category (though some authors distinguish between the two concepts.) tensor triangulated

is the stress tensor, ε the strain tensor, I the identity matrix and tr the trace function. Hooke's law may be written in terms of tensor components using

Liénard–Wiechert potential London equations Lorentz force Maxwell equations Maxwell tensor Poynting vector Synchrotron radiation Electrical network Alternating current

current in question. A 3 + 1D QFT with a non-zero conserved stress–energy tensor T μ ν {\displaystyle T^{\mu \nu }} which is Poincaré covariant (and gauge

preview at an upcoming Pixel-branded Android tablet powered by the Google Tensor system-on-chip (SoC), to be released the following year. The tablet was

(the Weyl tensor vanishes in three dimensions, while the Ricci tensor vanishes due to the Einstein field equations, so the full Riemann tensor vanishes)

Rosen in 1937. A pp-wave spacetime is any Lorentzian manifold whose metric tensor can be described, with respect to Brinkmann coordinates, in the form d s

and spinal cord is called magnetic resonance tractography or diffusion tensor imaging. Magnetic resonance imaging (MRI) is based on differences in the

muscles are the tensor veli palatini, the mylohyoid, the anterior belly of the digastric and the tensor tympani. With the exception of the tensor tympani, all

T_{\mu \nu },} where Gμν is the Einstein tensor, gμν is the metric tensor, Tμν is the stress–energy tensor, Λ is the cosmological constant, G {\displaystyle

(the Weyl tensor vanishes in three dimensions, while the Ricci tensor vanishes due to the Einstein field equations, so the full Riemann tensor vanishes)

and spinal cord is called magnetic resonance tractography or diffusion tensor imaging. Magnetic resonance imaging (MRI) is based on differences in the

is generalized to the stress tensor, and changes in volume are generalized to the volume multiplied by the strain tensor. These then form a conjugate

used WordPiece tokenizer, and beam search decoding strategy. It ran on Tensor Processing Units. By 2020, the system had been replaced by another deep

pseudo-scalar) or J = 2 (tensor). Triple-gluon glueballs can have total angular momentum J = 1 (vector boson) or 3 (third-order tensor boson). All glueballs

In linear algebra, the singular value decomposition (SVD) is a factorization of a real or complex matrix into a rotation, followed by a rescaling followed

is the stress tensor, ε the strain tensor, I the identity matrix and tr the trace function. Hooke's law may be written in terms of tensor components using

their tensor product. We first define a free product of two algebras. Let A and B be algebras over a commutative ring R. Consider their tensor algebra

In mathematics, the tensor-hom adjunction is that the tensor product − ⊗ X {\displaystyle -\otimes X} and hom-functor Hom ⁡ ( X , − ) {\displaystyle \operatorname

product#Properties, and more specifically in Tensor product of representations. In the physics literature, the tensor product with the identity operator is often

left Cauchy–Green deformation tensor tensor, (which are identical to the ones for the right Cauchy Green stretch tensor), and add J {\displaystyle J}

Newtonian dynamics, MOND AQUAL Tensor–vector–scalar Nonsymmetric gravitation Scalar–tensor theories Brans–Dicke Scalar–tensor–vector Conformal gravity Scalar

sheaf is a sheaf on a ringed space that has an inverse with respect to tensor product of sheaves of modules. It is the equivalent in algebraic geometry

X\times Y} . In the simplest possible case the relationship is that of a tensor product, but for applications it is very often necessary to apply certain

Newtonian dynamics, MOND AQUAL Tensor–vector–scalar Nonsymmetric gravitation Scalar–tensor theories Brans–Dicke Scalar–tensor–vector Conformal gravity Scalar

connected Riemannian manifold is a symmetric space if and only if its curvature tensor is invariant under parallel transport. More generally, a Riemannian manifold

A subsequent advertisement was released, entitled "The Patented Tensor Design." Tensor recruited team riders such as Daewon Song, Chris Cole, Chris Haslam

matter has been advanced with the neuroimaging technique called diffusion tensor imaging where magnetic resonance imaging (MRI) brain scanners are used.

Bi-scalar tensor vector gravity theory (BSTV) is an extension of the tensor–vector–scalar gravity theory (TeVeS). TeVeS is a relativistic generalization

pharyngeal plexus via the vagus nerve, with the exception of the tensor veli palatini. The tensor veli palatini is innervated by the mandibular division of the

do not determine the metric uniquely, even if one knows what the metric tensor equals everywhere at an initial time. This situation is analogous to the

tensor product of vector bundles E, F (over the same space X) is a vector bundle, denoted by E ⊗ F, whose fiber over each point x ∈ X is the tensor product

most fractures with less than 70 degrees of angulation, buddy taping and a tensor bandage resulted in similar outcomes to reduction with splinting. In those

to vacuum amplitude is written as a functional integral over the metric tensor, which is now the quantum field under consideration. ∫ D g D ϕ exp ⁡ ( ∫

it receives a fibrous expansion from the gluteus maximus, and where the tensor fasciae latae is inserted between its layers; it is very thin behind and

the manifold. The sectional curvature determines the Riemann curvature tensor completely. Given a Riemannian manifold and two linearly independent tangent

An elastic bandage is a "stretchable bandage used to create localized pressure". Elastic bandages are commonly used to treat muscle sprains and strains

space A metric tensor, in differential geometry, which allows defining lengths of curves, angles, and distances in a manifold Metric tensor (general relativity)

is flat if taking the tensor product over R with M preserves exact sequences. A module is faithfully flat if taking the tensor product with a sequence

Liénard–Wiechert potential London equations Lorentz force Maxwell equations Maxwell tensor Poynting vector Synchrotron radiation Electrical network Alternating current

materials. These constants form the elements of the stiffness matrix in tensor notation, which relates stress to strain through linear equations in anisotropic

(non-tensor) INT8 dense tensor INT32 FP4 dense tensor FP16 FP16 dense tensor bfloat16 dense tensor TensorFloat-32 (TF32) dense tensor FP64 dense tensor Interconnect

Specifying a metric tensor g {\displaystyle g} is part of the definition of any Lorentzian manifold. The simplest way to define this tensor is to define it

tidal force in general relativity is described by the Riemann curvature tensor, and the trajectory of an object solely under the influence of gravity is

(non-tensor) INT8 dense tensor INT32 FP4 dense tensor FP16 FP16 dense tensor bfloat16 dense tensor TensorFloat-32 (TF32) dense tensor FP64 dense tensor Interconnect

space A metric tensor, in differential geometry, which allows defining lengths of curves, angles, and distances in a manifold Metric tensor (general relativity)

is flat if taking the tensor product over R with M preserves exact sequences. A module is faithfully flat if taking the tensor product with a sequence

topology Inductive tensor product Injective tensor product Projective tensor product Tensor product of Hilbert spaces Topological tensor product Émery topology

Liénard–Wiechert potential London equations Lorentz force Maxwell equations Maxwell tensor Poynting vector Synchrotron radiation Electrical network Alternating current

Newtonian dynamics, MOND AQUAL Tensor–vector–scalar Nonsymmetric gravitation Scalar–tensor theories Brans–Dicke Scalar–tensor–vector Conformal gravity Scalar

materials. These constants form the elements of the stiffness matrix in tensor notation, which relates stress to strain through linear equations in anisotropic

Tensor Trucks is an American skateboarding truck company founded and designed by professional skateboarder, Rodney Mullen, in 2000. Tensor's parent company

strength and support to soft palate. It serves as the insertion for the tensor veli palatini and levator veli palatini, and the origin for the musculus

fluid solutions are often used as cosmological models. The stress–energy tensor of a relativistic fluid can be written in the form T a b = μ u a u b + p

import theano from theano import tensor # Declare two symbolic floating-point scalars a = tensor.dscalar() b = tensor.dscalar() # Create a simple expression

}]} mean the antisymmetric combination of the tensor A μ ν {\displaystyle A_{\mu \nu }} . The Ricci tensor is given by R κ ν = Δ U Ψ κ Ψ ν {\displaystyle

fiber functor Φ of the Galois theory is replaced by an exact and faithful tensor functor F from C to the category of finite-dimensional vector spaces over

the local fluid density, p is the local pressure, τ is the viscous stress tensor and B represents the sum of the external body forces. The first source term

for the Einstein field equation is provided in the section Stress–energy tensor. For definiteness consider a circular Earth orbit (helical world line) of

compatible comultiplication, counit, and antipode allows for the construction of tensor products of representations, trivial representations, and dual representations

to handle real-time ray tracing" thanks to the "inclusion of dedicated tensor and RT cores." In August 2018, it was reported that Nvidia had trademarked

(non-tensor) INT8 dense tensor INT32 FP4 dense tensor FP16 FP16 dense tensor bfloat16 dense tensor TensorFloat-32 (TF32) dense tensor FP64 dense tensor Interconnect

Newtonian dynamics, MOND AQUAL Tensor–vector–scalar Nonsymmetric gravitation Scalar–tensor theories Brans–Dicke Scalar–tensor–vector Conformal gravity Scalar

H1 and x2, y2 ∊ H2, then one defines an inner product on the (ordinary) tensor product as follows. On simple tensors, let ⟨ x 1 ⊗ x 2 , y 1 ⊗ y 2 ⟩ = ⟨

(EK classification of symmetries of pp waves) Cornelius Lanczos (Lanczos tensor, Lanczos–van Stockum dust), Lev D. Landau (Landau–Lifshitz formulation,

with the residual stress tensor τ i j {\displaystyle \tau _{ij}} grouping all unclosed terms. Leonard decomposed this stress tensor as τ i j = L i j + C i

Liénard–Wiechert potential London equations Lorentz force Maxwell equations Maxwell tensor Poynting vector Synchrotron radiation Electrical network Alternating current

The Weyl tensor has the same basic symmetries as the Riemann tensor, but its 'analogue' of the Ricci tensor is zero: W i j k l = − W j

the three-day version of AlphaGo Zero. In each case it made use of custom tensor processing units (TPUs) that the Google programs were optimized to use.

Hedetniemi in 1966, concerns the connection between graph coloring and the tensor product of graphs. This conjecture states that χ ( G × H ) = min { χ ( G

new photonic computing technologies, all on a chip such as the photonic tensor core. Wavelength-based computing can be used to solve the 3-SAT problem

Liénard–Wiechert potential London equations Lorentz force Maxwell equations Maxwell tensor Poynting vector Synchrotron radiation Electrical network Alternating current

Newtonian dynamics, MOND AQUAL Tensor–vector–scalar Nonsymmetric gravitation Scalar–tensor theories Brans–Dicke Scalar–tensor–vector Conformal gravity Scalar

graphs, but is now more commonly used for another construction known as the tensor product of graphs. The square symbol is intended to be an intuitive and

Newtonian dynamics, MOND AQUAL Tensor–vector–scalar Nonsymmetric gravitation Scalar–tensor theories Brans–Dicke Scalar–tensor–vector Conformal gravity Scalar

According to Sanders and McGaugh, one problem with AQUAL (or any scalar–tensor theory in which the scalar field enters as a conformal factor multiplying

one can obtain the electromagnetic field tensor from the electromagnetic contribution to the stress–energy tensor, which in general relativity is directly

Newtonian dynamics, MOND AQUAL Tensor–vector–scalar Nonsymmetric gravitation Scalar–tensor theories Brans–Dicke Scalar–tensor–vector Conformal gravity Scalar

vector space (TVS) topology on X ⊗ Y , {\displaystyle X\otimes Y,} the tensor product of two locally convex TVSs, making the canonical map ⋅ ⊗ ⋅ : X ×

package of Torch is torch. It provides a flexible N-dimensional array or Tensor, which supports basic routines for indexing, slicing, transposing, type-casting

Tomboulis (1997) later extended this work. By looking at an equivalent scalar-tensor theory, Biswas, Mazumdar and Siegel (2005) looked at bouncing FRW solutions

represent curvature. These tensors are usually the Riemann tensor, the Weyl tensor, the Ricci tensor and tensors formed from these by the operations of taking

mathematics, the Poincaré metric, named after Henri Poincaré, is the metric tensor describing a two-dimensional surface of constant negative curvature. It

(non-tensor) INT8 dense tensor INT32 FP4 dense tensor FP16 FP16 dense tensor bfloat16 dense tensor TensorFloat-32 (TF32) dense tensor FP64 dense tensor Interconnect

the completion of the injective tensor product (which in this case is identical to the completion of the projective tensor product). The inclusion map In

time coordinates with a beginning at the hypersurface. In terms of metric-tensor components g i k {\displaystyle g_{ik}} , a synchronous frame is defined

a fallback Tensor product of Hilbert spaces – Tensor product space endowed with a special inner product Topological tensor product – Tensor product constructions

a k {\displaystyle k} -tensor f ∈ T k ( V ) {\displaystyle f\in {\mathcal {T}}^{k}(V)} and an ℓ {\displaystyle \ell } -tensor g ∈ T ℓ ( V ) {\displaystyle

Lanczos showed that the Weyl tensor, which plays a fundamental role in general relativity, can be obtained from a tensor potential that is now called

specified by defining a metric tensor g a b {\displaystyle g_{ab}} (or by defining a frame field). The Riemann curvature tensor R a b c d {\displaystyle R_{abcd}}

He orders them to follow him, with Bender in tow. He leads them to the tensor generator, a machine that uses extreme magnetic fields to shrink anything

assignment of a scalar to each point in a mathematical space Tensor field, assignment of a tensor to each point in a mathematical space Vector field, assignment

Salpingopharyngeus (innervated by the vagus nerve) Tensor tympani (innervated by the mandibular nerve of CN V) Tensor veli palatini (innervated by the mandibular

provides motor innervation to most muscles of the soft palate (all but the tensor veli palatini muscle) and most muscles of the pharynx (all but the stylopharyngeus

\;\sigma ^{2}={\frac {1}{f(r)}}\,dr,\;\sigma ^{3}=rd\varphi } gives the metric tensor in terms of the same two undetermined functions: g = − σ 0 ⊗ σ 0 + σ 1 ⊗

Newtonian dynamics, MOND AQUAL Tensor–vector–scalar Nonsymmetric gravitation Scalar–tensor theories Brans–Dicke Scalar–tensor–vector Conformal gravity Scalar

Liénard–Wiechert potential London equations Lorentz force Maxwell equations Maxwell tensor Poynting vector Synchrotron radiation Electrical network Alternating current

In mathematics, the tensor product (TP) model transformation was proposed by Baranyi and Yam as key concept for higher-order singular value decomposition

in terms of the Beltrami stress tensor. Stress functions are derived as special cases of this Beltrami stress tensor which, although less general, sometimes

Newtonian dynamics, MOND AQUAL Tensor–vector–scalar Nonsymmetric gravitation Scalar–tensor theories Brans–Dicke Scalar–tensor–vector Conformal gravity Scalar

Liénard–Wiechert potential London equations Lorentz force Maxwell equations Maxwell tensor Poynting vector Synchrotron radiation Electrical network Alternating current

frequently include numerical analysis, partial differential equations and tensor analysis. The implementation of a multiphysics simulation follows a typical

is the three-dimensional Levi-Civita tensor. The vorticity tensor is simply the antisymmetric part of the tensor ∇ v {\displaystyle \nabla \mathbf {v}

convolution methods. 2D tensor fields are often resolved to a vector field by using one of the two eigenvectors to represent the tensor each point in the field

Liénard–Wiechert potential London equations Lorentz force Maxwell equations Maxwell tensor Poynting vector Synchrotron radiation Electrical network Alternating current

\mathbf {G} =\kappa \mathbf {T} ,} where T is the stress–energy tensor, G is the Einstein tensor, and κ is the Einstein gravitational constant. The latter is

passage of proper time at different positions as described by a metric tensor of spacetime. The existence of gravitational time dilation was first confirmed

the Einstein field equation in which the only term in the stress–energy tensor is a cosmological constant term. This can be interpreted physically as a

principle, that means determining, implicitly or explicitly, the Cauchy stress tensor at every point. The external forces may be body forces (such as gravity

Liénard–Wiechert potential London equations Lorentz force Maxwell equations Maxwell tensor Poynting vector Synchrotron radiation Electrical network Alternating current

The tensor vastus intermedius is a muscle in the anterior compartment of thigh. It lies between the vastus intermedius and the vastus lateralis. The term

identified with (a component of) the energy–momentum tensor. In particular, the OPE of the energy–momentum tensor with a primary field is T ( y ) V Δ ( z ) = Δ

over a field K {\displaystyle K} . Here the monoidal product is the usual tensor product of vector spaces, and the internal Hom is the vector space of linear