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Super Kai (Kazuya Ito)

I'm a web developer. Buy Me a Coffee: ko-fi.com/superkai SO: stackoverflow.com/users/3247006/super-kai-kazuya-ito X(Twitter): twitter.com/superkai_kazuya FB: facebook.com/superkai.kazuya

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requires_grad=True with a tensor, backward() and retain_grad() in PyTorch
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requires_grad=True with a tensor, backward() and retain_grad() in PyTorch

#pytorch #gradient #tensor #backward
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4 min read
Set dtype with dtype argument functions and get it in PyTorch
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Set dtype with dtype argument functions and get it in PyTorch

#pytorch #dtype #argument #function
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3 min read
Set device with device argument functions and get it in PyTorch
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Set device with device argument functions and get it in PyTorch

#pytorch #device #argument #function
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3 min read
repeat_interleave() in PyTorch
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repeat_interleave() in PyTorch

#pytorch #repeat #interleave #function
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3 min read
tile() in PyTorch
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tile() in PyTorch

#pytorch #tile #repeat #function
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3 min read
The optimizers(SGD, SGD with Momentum, Adam) in PyTorch
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The optimizers(SGD, SGD with Momentum, Adam) in PyTorch

#pytorch #optimizer #sgd #adam
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3 min read
Global or Local Minima and Maxima and Saddle Points in Deep Learning
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Global or Local Minima and Maxima and Saddle Points in Deep Learning

#deeplearning #minima #maxima #saddlepoints
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1 min read
The loss functions for Neural Network in PyTorch
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The loss functions for Neural Network in PyTorch

#pytorch #lossfunction #neuralnetwork #function
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3 min read
The activation functions for Neural Network in PyTorch
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The activation functions for Neural Network in PyTorch

#python #activationfunction #deeplearning #machinelearning
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3 min read
The layers for Neural Network in PyTorch
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The layers for Neural Network in PyTorch

#pytorch #layer #neuralnetwork #function
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3 min read
Deep Learning Workflow in PyTorch
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Deep Learning Workflow in PyTorch

#pytorch #deeplearning #workflow #development
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3 min read
Linear Regression Neural Network with nn.Linear() in PyTorch
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Linear Regression Neural Network with nn.Linear() in PyTorch

#pytorch #linearregression #neuralnetwork #deeplearning
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3 min read
Check PyTorch version, CPU and GPU(CUDA) in PyTorch
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Check PyTorch version, CPU and GPU(CUDA) in PyTorch

#pytorch #version #cpu #gpu
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4 min read
Device conversion, from_numpy() and numpy() in PyTorch
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Device conversion, from_numpy() and numpy() in PyTorch

#pytorch #device #conversion #numpy
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4 min read
set_default_dtype(), set_default_device() and set_printoptions() in PyTorch
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set_default_dtype(), set_default_device() and set_printoptions() in PyTorch

#pytorch #setdefaultdtype #setdefaultdevice #setprintoptions
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4 min read
is_tensor(), numel() and device() in PyTorch
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is_tensor(), numel() and device() in PyTorch

#pytorch #istensor #numel #device
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3 min read
manual_seed(), initial_seed() and seed() in PyTorch
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manual_seed(), initial_seed() and seed() in PyTorch

#pytorch #manualseed #initialseed #seed
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2 min read
vsplit() in PyTorch
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vsplit() in PyTorch

#pytorch #vsplit #split #tensor
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6 min read
hsplit() in PyTorch
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hsplit() in PyTorch

#pytorch #hsplit #split #tensor
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9 min read
split() in PyTorch
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split() in PyTorch

#pytorch #split #tensor #function
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4 min read
chunk() in PyTorch
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chunk() in PyTorch

#pytorch #chunk #tensor #function
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4 min read
unbind() in PyTorch
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unbind() in PyTorch

#pytorch #unbind #bind #tensor
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3 min read
tensor_split() in PyTorch
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tensor_split() in PyTorch

#pytorch #tensorsplit #split #tensor
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16 min read
dsplit() in PyTorch
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dsplit() in PyTorch

#pytorch #dsplit #split #tensor
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6 min read
unflatten() in PyTorch
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unflatten() in PyTorch

#pytorch #unflatten #flat #tensor
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5 min read
flatten() and ravel() in PyTorch
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flatten() and ravel() in PyTorch

#pytorch #flatten #ravel #flat
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4 min read
diag() and diagflat() in PyTorch
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diag() and diagflat() in PyTorch

#pytorch #diag #diagflat #diagonal
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6 min read
eye() in PyTorch
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eye() in PyTorch

#pytorch #eye #diagonal #tensor
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4 min read
diag_embed() in PyTorch
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diag_embed() in PyTorch

#pytorch #diagembed #diagonal #function
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11 min read
diagonal() in PyTorch
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diagonal() in PyTorch

#pytorch #diagonal #tensor #function
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8 min read
kthvalue() and topk() in PyTorch
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kthvalue() and topk() in PyTorch

#pytorch #kthvalue #topk #function
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5 min read
minimum(), maximum(), fmin() and fmax() in PyTorch
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minimum(), maximum(), fmin() and fmax() in PyTorch

#pytorch #minimum #maximum #fmin
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5 min read
Access a tensor in PyTorch
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Access a tensor in PyTorch

#pytorch #access #tensor #index
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3 min read
Create a tensor in PyTorch
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Create a tensor in PyTorch

#pytorch #tensor #dtype #device
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5 min read
conj(), conj_physical(), is_conj() and resolve_conj() in PyTorch
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conj(), conj_physical(), is_conj() and resolve_conj() in PyTorch

#pytorch #conj #conjphysical #isconj
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4 min read
real(), frac(), view_as_real(), view_as_complex() and complex() in PyTorch
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real(), frac(), view_as_real(), view_as_complex() and complex() in PyTorch

#pytorch #real #frac #viewasreal
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4 min read
abs() and sqrt() in PyTorch
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abs() and sqrt() in PyTorch

#pytorch #abs #sqrt #function
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3 min read
positive(), neg() and copysign() in PyTorch
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positive(), neg() and copysign() in PyTorch

#pytorch #positive #neg #copysign
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3 min read
is_floating_point(), is_complex() and is_nonzero() in PyTorch
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is_floating_point(), is_complex() and is_nonzero() in PyTorch

#pytorch #isfloatingpoint #iscomplex #isnonzero
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3 min read
where() and count_nonzero() in PyTorch
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where() and count_nonzero() in PyTorch

#pytorch #where #countnonzero #function
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5 min read
argwhere() and nonzero() in PyTorch
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argwhere() and nonzero() in PyTorch

#pytorch #argwhere #nonzero #indice
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3 min read
dim(), size(), item() and tolist() in PyTorch
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dim(), size(), item() and tolist() in PyTorch

#pytorch #dim #size #item
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3 min read
Type promotion, result_type(), promote_types() and can_cast() in PyTorch
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Type promotion, result_type(), promote_types() and can_cast() in PyTorch

#pytorch #typepromotion #resulttype #promotetypes
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5 min read
Type conversion with type(), to() and a tensor in PyTorch
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Type conversion with type(), to() and a tensor in PyTorch

#pytorch #typeconversion #type #to
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5 min read
mv(), mm() and bmm() in PyTorch
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mv(), mm() and bmm() in PyTorch

#pytorch #mv #mm #bmm
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3 min read
Matrix and Element-wise multiplication in PyTorch
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Matrix and Element-wise multiplication in PyTorch

#pytorch #matrix #elementwise #multiplication
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5 min read
Dot and Matrix-vector multiplication in PyTorch
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Dot and Matrix-vector multiplication in PyTorch

#pytorch #dot #matrixvector #multiplication
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4 min read
matmul() and dot() in PyTorch
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matmul() and dot() in PyTorch

#pytorch #matmul #dot #function
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3 min read
square(), pow() and float_power() in PyTorch
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square(), pow() and float_power() in PyTorch

#pytorch #square #pow #floatpower
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6 min read
div(), remainder() and fmod() in PyTorch
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div(), remainder() and fmod() in PyTorch

#pytorch #div #remainder #fmod
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6 min read
add(), sub() and mul() in PyTorch
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add(), sub() and mul() in PyTorch

#pytorch #add #sub #mul
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8 min read
isfinite(), isreal() and isin() in PyTorch
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isfinite(), isreal() and isin() in PyTorch

#pytorch #isfinite #isreal #isin
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4 min read
isnan(), isinf(), isposinf() and isneginf() in PyTorch
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isnan(), isinf(), isposinf() and isneginf() in PyTorch

#pytorch #isnan #isinf #isposinf
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3 min read
logical_and(), logical_or(), logical_xor() and logical_not() in PyTorch
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logical_and(), logical_or(), logical_xor() and logical_not() in PyTorch

#pytorch #logicaland #logicalor #logicalxor
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5 min read
round(), ceil(), floor() and trunc() in PyTorch
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round(), ceil(), floor() and trunc() in PyTorch

#pytorch #round #ceil #floor
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3 min read
trace(), reciprocal() and rsqrt() in PyTorch
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trace(), reciprocal() and rsqrt() in PyTorch

#pytorch #trace #reciprocal #rsqrt
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3 min read
diff() in PyTorch
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diff() in PyTorch

#pytorch #diff #difference #function
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6 min read
gcd() and lcm() in PyTorch
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gcd() and lcm() in PyTorch

#pytorch #gcd #lcm #function
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3 min read
all() and any() in PyTorch
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all() and any() in PyTorch

#pytorch #all #any #function
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4 min read
narrow() and narrow_copy() in PyTorch
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narrow() and narrow_copy() in PyTorch

#pytorch #narrow #narrowcopy #function
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5 min read
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