NEML2 2.0.0
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TensorCache.h
1// Copyright 2024, UChicago Argonne, LLC
2// All Rights Reserved
3// Software Name: NEML2 -- the New Engineering material Model Library, version 2
4// By: Argonne National Laboratory
5// OPEN SOURCE LICENSE (MIT)
6//
7// Permission is hereby granted, free of charge, to any person obtaining a copy
8// of this software and associated documentation files (the "Software"), to deal
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13//
14// The above copyright notice and this permission notice shall be included in
15// all copies or substantial portions of the Software.
16//
17// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
18// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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20// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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22// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
23// THE SOFTWARE.
24
25#pragma once
26
27#include "neml2/tensors/Tensor.h"
28
29namespace neml2
30{
32{
33public:
40 TensorCache(std::function<Tensor(const TensorOptions &)> &&);
41
43 const Tensor & operator()(const TensorOptions &);
44
45private:
46 struct CacheKey
47 {
48 Dtype dtype = kFloat64;
49 Device device;
50 bool operator==(const CacheKey & other) const;
51 };
52
54 std::function<Tensor(const TensorOptions &)> _creator;
55
57 std::vector<CacheKey> _cached_keys;
58
60 std::vector<Tensor> _cached_tensors;
61};
62} // namespace neml2
Definition Tensor.h:47
Definition DiagnosticsInterface.cxx:30
c10::Device Device
Definition types.h:63
constexpr auto kFloat64
Definition types.h:50
c10::TensorOptions TensorOptions
Definition types.h:60
c10::ScalarType Dtype
Definition types.h:61
Definition TensorCache.h:32
const Tensor & operator()(const TensorOptions &)
Get the tensor with the given tensor options. If the tensor does not exist in the cache,...
Definition TensorCache.cxx:36
TensorCache(std::function< Tensor(const TensorOptions &)> &&)
Construct a new Tensor Cache object.
Definition TensorCache.cxx:30