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DeviceHashBackend.h
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26 
27 #pragma once
28 
29 #include "open3d/core/CUDAUtils.h"
31 #include "open3d/core/Tensor.h"
33 
34 namespace open3d {
35 namespace core {
36 
37 enum class HashBackendType;
38 
40 public:
41  DeviceHashBackend(int64_t init_capacity,
42  int64_t key_dsize,
43  const std::vector<int64_t>& value_dsizes,
44  const Device& device)
45  : capacity_(init_capacity),
46  key_dsize_(key_dsize),
47  value_dsizes_(value_dsizes),
48  device_(device) {}
49  virtual ~DeviceHashBackend() {}
50 
57  virtual void Reserve(int64_t capacity) = 0;
58 
60  virtual void Insert(const void* input_keys,
61  const std::vector<const void*>& input_values,
62  buf_index_t* output_buf_indices,
63  bool* output_masks,
64  int64_t count) = 0;
65 
67  virtual void Find(const void* input_keys,
68  buf_index_t* output_buf_indices,
69  bool* output_masks,
70  int64_t count) = 0;
71 
73  virtual void Erase(const void* input_keys,
74  bool* output_masks,
75  int64_t count) = 0;
76 
78  virtual int64_t GetActiveIndices(buf_index_t* output_buf_indices) = 0;
79 
81  virtual void Clear() = 0;
82 
84  virtual int64_t Size() const = 0;
85 
87  virtual int64_t GetBucketCount() const = 0;
88 
90  virtual float LoadFactor() const = 0;
91 
93  int64_t GetCapacity() const { return capacity_; }
94 
96  Device GetDevice() const { return device_; }
97 
99  virtual std::vector<int64_t> BucketSizes() const = 0;
100 
102  Tensor GetKeyBuffer() { return buffer_->GetKeyBuffer(); }
103 
105  std::vector<Tensor> GetValueBuffers() { return buffer_->GetValueBuffers(); }
106 
108  Tensor GetValueBuffer(size_t i = 0) { return buffer_->GetValueBuffer(i); }
109 
110  virtual void Allocate(int64_t capacity) = 0;
111  virtual void Free() = 0;
112 
113 public:
114  int64_t capacity_;
115 
116  int64_t key_dsize_;
117  std::vector<int64_t> value_dsizes_;
118 
120 
121  std::shared_ptr<HashBackendBuffer> buffer_;
122 };
123 
128 std::shared_ptr<DeviceHashBackend> CreateDeviceHashBackend(
129  int64_t init_capacity,
130  const Dtype& key_dtype,
131  const SizeVector& key_element_shape,
132  const std::vector<Dtype>& value_dtypes,
133  const std::vector<SizeVector>& value_element_shapes,
134  const Device& device,
135  const HashBackendType& backend);
136 
137 std::shared_ptr<DeviceHashBackend> CreateCPUHashBackend(
138  int64_t init_capacity,
139  const Dtype& key_dtype,
140  const SizeVector& key_element_shape,
141  const std::vector<Dtype>& value_dtypes,
142  const std::vector<SizeVector>& value_element_shapes,
143  const Device& device,
144  const HashBackendType& backend);
145 
146 std::shared_ptr<DeviceHashBackend> CreateCUDAHashBackend(
147  int64_t init_capacity,
148  const Dtype& key_dtype,
149  const SizeVector& key_element_shape,
150  const std::vector<Dtype>& value_dtypes,
151  const std::vector<SizeVector>& value_element_shapes,
152  const Device& device,
153  const HashBackendType& backend);
154 
155 } // namespace core
156 } // namespace open3d
std::shared_ptr< HashBackendBuffer > buffer_
Definition: DeviceHashBackend.h:121
virtual void Erase(const void *input_keys, bool *output_masks, int64_t count)=0
Parallel erase a contiguous array of keys.
virtual std::vector< int64_t > BucketSizes() const =0
Get the number of entries per bucket.
virtual void Find(const void *input_keys, buf_index_t *output_buf_indices, bool *output_masks, int64_t count)=0
Parallel find a contiguous array of keys.
virtual int64_t Size() const =0
Get the size (number of valid entries) of the hash map.
std::vector< int64_t > value_dsizes_
Definition: DeviceHashBackend.h:117
HashBackendType
Definition: HashMap.h:38
Tensor GetValueBuffer(size_t i=0)
Get the i-th value buffer that store an actual value array.
Definition: DeviceHashBackend.h:108
Definition: Dtype.h:39
virtual int64_t GetActiveIndices(buf_index_t *output_buf_indices)=0
Parallel collect all iterators in the hash table.
Device device_
Definition: DeviceHashBackend.h:119
std::shared_ptr< DeviceHashBackend > CreateCPUHashBackend(int64_t init_capacity, const Dtype &key_dtype, const SizeVector &key_element_shape, const std::vector< Dtype > &value_dtypes, const std::vector< SizeVector > &value_element_shapes, const Device &device, const HashBackendType &backend)
Non-templated factory.
Definition: CreateCPUHashBackend.cpp:35
Definition: SizeVector.h:79
uint32_t buf_index_t
Definition: HashBackendBuffer.h:63
int64_t key_dsize_
Definition: DeviceHashBackend.h:116
virtual ~DeviceHashBackend()
Definition: DeviceHashBackend.h:49
int count
Definition: FilePCD.cpp:61
int64_t capacity_
Definition: DeviceHashBackend.h:114
Device GetDevice() const
Get the current device.
Definition: DeviceHashBackend.h:96
Tensor GetKeyBuffer()
Get the key buffer that stores actual keys.
Definition: DeviceHashBackend.h:102
int64_t GetCapacity() const
Get the maximum capacity of the hash map.
Definition: DeviceHashBackend.h:93
Definition: Device.h:39
virtual float LoadFactor() const =0
Get the current load factor, defined as size / bucket count.
std::shared_ptr< DeviceHashBackend > CreateDeviceHashBackend(int64_t init_capacity, const Dtype &key_dtype, const SizeVector &key_element_shape, const std::vector< Dtype > &value_dtypes, const std::vector< SizeVector > &value_element_shapes, const Device &device, const HashBackendType &backend)
Definition: DeviceHashBackend.cpp:36
Definition: PinholeCameraIntrinsic.cpp:35
Definition: Tensor.h:50
virtual int64_t GetBucketCount() const =0
Get the number of buckets of the hash map.
Definition: DeviceHashBackend.h:39
std::shared_ptr< DeviceHashBackend > CreateCUDAHashBackend(int64_t init_capacity, const Dtype &key_dtype, const SizeVector &key_element_shape, const std::vector< Dtype > &value_dtypes, const std::vector< SizeVector > &value_element_shapes, const Device &device, const HashBackendType &backend)
virtual void Allocate(int64_t capacity)=0
DeviceHashBackend(int64_t init_capacity, int64_t key_dsize, const std::vector< int64_t > &value_dsizes, const Device &device)
Definition: DeviceHashBackend.h:41
Common CUDA utilities.
virtual void Reserve(int64_t capacity)=0
virtual void Clear()=0
Clear stored map without reallocating memory.
virtual void Insert(const void *input_keys, const std::vector< const void *> &input_values, buf_index_t *output_buf_indices, bool *output_masks, int64_t count)=0
Parallel insert contiguous arrays of keys and values.
std::vector< Tensor > GetValueBuffers()
Get the value buffers that store actual array of values.
Definition: DeviceHashBackend.h:105