DCL | Construction Learning for Fine-grained Image Recognition | Machine Learning library
kandi X-RAY | DCL Summary
kandi X-RAY | DCL Summary
This project is a DCL pytorch implementation of Destruction and Construction Learning for Fine-grained Image Recognition, CVPR2019.
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Top functions reviewed by kandi - BETA
- Train the model
- Evaluate a single turn on a given epoch
- Update the statistics
- Calculate the loss
- Return the number of paths
- Return datetime
- Parse command line arguments
- Load data transforms
- Adjust the gamma of an image
- Check if the given image is a PIL Image
- Perform the forward computation
- Calculates the phi coefficient
- Deprecated
- Resize a PIL Image
DCL Key Features
DCL Examples and Code Snippets
Community Discussions
Trending Discussions on DCL
QUESTION
Are non-local thread storage duration objects initialized to 0 in C?
...ANSWER
Answered 2022-Mar-24 at 21:09Thread local objects without explicit initialization are initialized to “zero.”
C 2018 7.26.1 3 says thread_local
expands to _Thread_local
if is included. That is not shown in the question, but presumably it is.
C 2018 6.2.4 4 says “An object whose identifier is declared with the storage-class specifier _Thread_local
has thread storage duration…
C 2018 6.7.9 10 says:
… If an object that has static or thread storage duration is not initialized explicitly, then:
— if it has pointer type, it is initialized to a null pointer;
— if it has arithmetic type, it is initialized to (positive or unsigned) zero;
— if it is an aggregate, every member is initialized (recursively) according to these rules, and any padding is initialized to zero bits;
— if it is a union, the first named member is initialized (recursively) according to these rules, and any padding is initialized to zero bits;
The paragraph ends there; the trailing “;” instead of a period is a typographical error.
QUESTION
In [dcl.struct.bind] 9.6.4, there is definition of structured binding when initializer is a class type with std::tuple_size::value
properly defined:
... variables are introduced with unique names ri as follows:
S Ui ri = initializer ;
Each vi is the name of an lvalue of type Ti that refers to the object bound to ri; the referenced type is Ti.
My question is why is it necessary to introduce ri, can't we define the identifier vi directly as reference to the result of get(e)
?
ANSWER
Answered 2022-Mar-19 at 11:43The intent is to disallow redeclaring structured bindings as references. See CWG 2313.
QUESTION
#include
void fun(int a = sizeof(a)){
std::cout<< a<
...ANSWER
Answered 2022-Feb-10 at 07:02GCC is wrong. It assumes that a
is not yet in scope in the default argument, although generally the point of declaration is immediately after the declarator before the initializer and none of the exceptions apply here. [basic.scope.pdecl]/1
An older bug report for this is here.
Note however, that the bug report has equivalent code to yours, but claims it should be ill-formed. That is because it was written before CWG 2082 which allowed the use of a parameter in an unevaluated context in the default argument.
Related question regarding this GCC bug here.
QUESTION
In C++, I can implement lazy initialisation with static
:
ANSWER
Answered 2022-Jan-02 at 17:00In C, there are no references, and you have to type struct
, and you have to take care of initialization.
QUESTION
I have a question regarding the usage of regex in SAS.
My dataset looks like that:
ID Code 101 K2K5K8F10F26F2 102 L7P13P4 103 L1And I would like it to look like this:
ID Code 101 K2 101 K5 101 K8 101 F10 101 F26 101 F2 102 L7 102 P13 102 P4 103 L1At the beginning I thought that it is easier to do it first by assigning new columns and then by rows.
My attempt looks as follows:
...ANSWER
Answered 2021-Dec-17 at 16:12I find this a particularly good use case for call scan
, regex isn't nearly as efficient. Here I use call scan
to find the "word boundary" of the (always single) letter, then grab it plus whatever's before the next letter (or end-of-word).
QUESTION
When running this simple program, different behaviour is observed depending on the compiler.
It prints true
when compiled by GCC 11.2, and false
when compiled by MSVC 19.29.30137 with the (both are the latest release as of today).
ANSWER
Answered 2021-Dec-08 at 16:06GCC and Clang report that S
is trivially copyable in C++11 through C++23 standard modes. MSVC reports that S
is not trivially copyable in C++14 through C++20 standard modes.
N3337 (~ C++11) and N4140 (~ C++14) say:
A trivially copyable class is a class that:
- has no non-trivial copy constructors,
- has no non-trivial move constructors,
- has no non-trivial copy assignment operators,
- has no non-trivial move assignment operators, and
- has a trivial destructor.
By this definition, S
is trivially copyable.
N4659 (~ C++17) says:
A trivially copyable class is a class:
- where each copy constructor, move constructor, copy assignment operator, and move assignment operator is either deleted or trivial,
- that has at least one non-deleted copy constructor, move constructor, copy assignment operator, or move assignment operator, and
- that has a trivial, non-deleted destructor
By this definition, S
is not trivially copyable.
N4860 (~ C++20) says:
A trivially copyable class is a class:
- that has at least one eligible copy constructor, move constructor, copy assignment operator, or move assignment operator,
- where each eligible copy constructor, move constructor, copy assignment operator, and move assignment operator is trivial, and
- that has a trivial, non-deleted destructor.
By this definition, S
is not trivially copyable.
Thus, as published, S
was trivally copyable in C++11 and C++14, but not in C++17 and C++20.
The change was adopted from DR 1734 in February 2016. Implementors generally treat DRs as though they apply to all prior language standards by convention. Thus, by the published standard for C++11 and C++14, S
was trivially copyable, and by convention, newer compiler versions might choose to treat S
as not trivially copyable in C++11 and C++14 modes. Thus, all compilers could be said to be correct for C++11 and C++14.
For C++17 and beyond, S
is unambiguously not trivially copyable so GCC and Clang are incorrect. This is GCC bug #96288 and LLVM bug #39050
QUESTION
Consider the following code:
...ANSWER
Answered 2021-Oct-27 at 12:26If
std::exit
is called to end a program during the destruction of an object with static or thread storage duration, the program has undefined behavior.
QUESTION
Consider a program with the following two translation units:
...ANSWER
Answered 2021-Oct-26 at 07:51This program is well-formed and prints 1, as seen. Because S
is defined identically in both translation units with external linkage, it is as if there is one definition of S
([basic.def.odr]/14) and thus only one enumeration type is defined. (In practice it is mangled based on the name S
or S::x
.)
This is just the same phenomenon as static local variables and lambdas being shared among the definitions of an inline function:
QUESTION
From declarations / functions / 9.3.4.6 / 6.2 (i apologize on how to cite the specific sentence from standard):
An explicit-object-parameter-declaration is a parameter-declaration with a this specifier. An explicit-object-parameter-declaration shall appear only as the first parameter-declaration of a parameter-declaration-list of either: (6.1) a member-declarator that declares a member function ([class.mem]), or (6.2) a lambda-declarator ([expr.prim.lambda]).
If this
as explicit object parameter is permitted from lambda expressions, what will happen when we capture variables at the same time?
Based on my understandings, if we have lambda under the hood:
...ANSWER
Answered 2021-Oct-23 at 13:34The standard doesn't allow it:
For each entity captured by copy, an unnamed non-static data member is declared in the closure type.
If it's "unnamed", then you can't name it. There's specific language that causes the name of a captured entity to be transformed into a this
-based expression, but that's it.
So you can take an explicit this
parameter, and names of captured entities will automatically use that. But you can't access those variables through the explicit parameter.
The only reason to explicitly take this
in a lambda is to use the interfaces the standard provides: calling the lambda. AKA: recursively calling the lambda without naming the lambda.
QUESTION
Are the following statements correct?
- An uninitialized reference is considered zero-initialized.
- An uninitialized scalar is considered default-initialized.
- Any other uninitialized entity is not considered zero-initialized nor default-initialized.
They are based on [dcl.init.general/6] (bold emphasis mine):
To zero-initialize an object or reference of type
T
means:
- if
T
is a scalar type, the object is initialized to the value obtained by converting the integer literal0
(zero) toT
;- if
T
is a (possibly cv-qualified) non-union class type, its padding bits are initialized to zero bits and each non-static data member, each non-virtual base class subobject, and, if the object is not a base class subobject, each virtual base class subobject is zero-initialized;- if
T
is a (possibly cv-qualified) union type, its padding bits are initialized to zero bits and the object's first non-static named data member is zero-initialized;- if
T
is an array type, each element is zero-initialized;- if
T
is a reference type, no initialization is performed.
and on [dcl.init.general/7] (bold emphasis mine):
...To default-initialize an object of type
T
means:
- If
T
is a (possibly cv-qualified) class type ([class]), constructors are considered. The applicable constructors are enumerated ([over.match.ctor]), and the best one for the initializer()
is chosen through overload resolution ([over.match]). The constructor thus selected is called, with an empty argument list, to initialize the object.- If
T
is an array type, each element is default-initialized.- Otherwise, no initialization is performed.
ANSWER
Answered 2021-Sep-16 at 10:21(Several questions in the same questions: I will answer one)
Is the following statement correct?
- An uninitialized reference is considered zero-initialized.
No. There is no such thing as an uninitialized reference, as it would need to refer to a variable or object, as opposed to a (reference type) parameter or a (reference type) return type, in which context initialization do not apply; as per [dcl.init.ref]/1 and /3:
/1 A variable whose declared type is “reference to T” ([dcl.ref]) shall be initialized.
/3 The initializer can be omitted for a reference only in a parameter declaration ([dcl.fct]), in the declaration of a function return type, in the declaration of a class member within its class definition ([class.mem]), and where the extern specifier is explicitly used.
Regarding the quoted [dcl.init.general]/6:
To zero-initialize an object or reference of type T means:
- [...]
- [...] if T is a reference type, no initialization is performed.
it refers to the cases where other parts of the standard governs that zero-initialization applies (and what is the effect of it for different entities); for initialization of a reference, particularly consider static initialization, as governed per [basic.start.static]/2:
[...] If constant initialization is not performed, a variable with static storage duration ([basic.stc.static]) or thread storage duration ([basic.stc.thread]) is zero-initialized ([dcl.init]). Together, zero-initialization and constant initialization are called static initialization; all other initialization is dynamic initialization. All static initialization strongly happens before ([intro.races]) any dynamic initialization.
Such that static initialization of a reference type variable (which is not constant-initialized) will pertain solely of dynamic initialization, as the effect of the zero initialization of first step of static initialization is no initialization.
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