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1 /* Copyright 2015 The TensorFlow Authors. All Rights Reserved.
2 
3 Licensed under the Apache License, Version 2.0 (the "License");
4 you may not use this file except in compliance with the License.
5 You may obtain a copy of the License at
6 
7     http://www.apache.org/licenses/LICENSE-2.0
8 
9 Unless required by applicable law or agreed to in writing, software
10 distributed under the License is distributed on an "AS IS" BASIS,
11 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12 See the License for the specific language governing permissions and
13 limitations under the License.
14 ==============================================================================*/
15 
16 #ifndef TENSORFLOW_CORE_COMMON_RUNTIME_DEVICE_MGR_H_
17 #define TENSORFLOW_CORE_COMMON_RUNTIME_DEVICE_MGR_H_
18 
19 #include <memory>
20 #include <string>
21 #include <unordered_map>
22 #include <unordered_set>
23 #include <vector>
24 
25 #include "absl/container/flat_hash_set.h"
26 #include "tensorflow/core/common_runtime/device.h"
27 #include "tensorflow/core/lib/core/arena.h"
28 #include "tensorflow/core/lib/core/status.h"
29 #include "tensorflow/core/lib/core/stringpiece.h"
30 #include "tensorflow/core/lib/gtl/inlined_vector.h"
31 #include "tensorflow/core/platform/macros.h"
32 
33 namespace tensorflow {
34 
35 class DeviceAttributes;
36 
37 // Represents a set of devices.
38 class DeviceMgr {
39  public:
40   DeviceMgr() = default;
41   virtual ~DeviceMgr();
42 
43   // Returns attributes of all devices.
44   virtual void ListDeviceAttributes(
45       std::vector<DeviceAttributes>* devices) const = 0;
46 
47   // Returns raw pointers to the underlying devices.
48   virtual std::vector<Device*> ListDevices() const = 0;
49 
50   // Returns a string listing all devices.
51   virtual string DebugString() const = 0;
52 
53   // Returns a string of all the device mapping.
54   virtual string DeviceMappingString() const = 0;
55 
56   // Assigns *device with pointer to Device of the given name.
57   // Accepts either a full device name, or just the replica-local suffix.
58   virtual Status LookupDevice(StringPiece name, Device** device) const = 0;
59 
60   // Check if the current device manager contains device with the given
61   // incarnation ID. Looking up by incarnation IDs because they are randomly
62   // generated and not intentionally reused (unlike device pointers).
63   virtual bool ContainsDevice(int64 device_incarnation) const = 0;
64 
65   // Clears given containers of all devices if 'container' is
66   // non-empty. Otherwise, clears default containers of all devices.
67   virtual void ClearContainers(gtl::ArraySlice<string> containers) const = 0;
68 
69   virtual int NumDeviceType(const string& type) const = 0;
70 
71   // Returns an arbitrary CPU device if one is present, otherwise return
72   // nullptr.
73   virtual Device* HostCPU() const = 0;
74 
75   TF_DISALLOW_COPY_AND_ASSIGN(DeviceMgr);
76 };
77 
78 // Represents a static set of devices.
79 class StaticDeviceMgr : public DeviceMgr {
80  public:
81   // Constructs a StaticDeviceMgr from a list of devices.
82   explicit StaticDeviceMgr(std::vector<std::unique_ptr<Device>> devices);
83 
84   // Constructs a StaticDeviceMgr managing a single device.
85   explicit StaticDeviceMgr(std::unique_ptr<Device> device);
86 
87   ~StaticDeviceMgr() override;
88 
89   void ListDeviceAttributes(
90       std::vector<DeviceAttributes>* devices) const override;
91   std::vector<Device*> ListDevices() const override;
92   string DebugString() const override;
93   string DeviceMappingString() const override;
94   Status LookupDevice(StringPiece name, Device** device) const override;
95   bool ContainsDevice(int64 device_incarnation) const override;
96   void ClearContainers(gtl::ArraySlice<string> containers) const override;
97   int NumDeviceType(const string& type) const override;
98   Device* HostCPU() const override;
99 
100  private:
101   const std::vector<std::unique_ptr<Device>> devices_;
102 
103   StringPiece CopyToBackingStore(StringPiece s);
104 
105   absl::flat_hash_set<int64> device_incarnation_set_;
106   std::unordered_map<StringPiece, Device*, StringPieceHasher> device_map_;
107   core::Arena name_backing_store_;  // Storage for keys in device_map_
108   std::unordered_map<string, int> device_type_counts_;
109   Device* cpu_device_;
110 
111   TF_DISALLOW_COPY_AND_ASSIGN(StaticDeviceMgr);
112 };
113 
114 // Size of stale device buffer for temporary storage of removed devices.
115 static const size_t kStaleDeviceBufferSize = 8192;
116 
117 // Represents a dynamic set of devices
118 class DynamicDeviceMgr : public DeviceMgr {
119  public:
120   // Constructs an empty DynamicDeviceMgr.
121   DynamicDeviceMgr();
122 
123   ~DynamicDeviceMgr() override;
124 
125   void ListDeviceAttributes(
126       std::vector<DeviceAttributes>* devices) const override;
127   std::vector<Device*> ListDevices() const override;
128   string DebugString() const override;
129   string DeviceMappingString() const override;
130   Status LookupDevice(StringPiece name, Device** device) const override;
131   bool ContainsDevice(int64 device_incarnation) const override;
132   void ClearContainers(gtl::ArraySlice<string> containers) const override;
133   int NumDeviceType(const string& type) const override;
134   Device* HostCPU() const override;
135 
136   // Add devices to device manager. Returns error for repeated device names.
137   Status AddDevices(std::vector<std::unique_ptr<Device>> devices);
138 
139   // Remove devices from device manager.
140   // Returns error for non-existing devices or if the HostCPU() device is in the
141   // input list. If an error is returned, the device list is not modified.
142   Status RemoveDevices(std::vector<Device*> devices);
143 
144   // Remove devices from device manager by their names. Returns error for
145   // non-existing devices or if the HostCPU() device is given in the input list.
146   // If an error is returned, the device list is not modified.
147   Status RemoveDevicesByName(const std::vector<string>& device_names);
148 
149  private:
150   mutable mutex devices_mu_;
151 
152   std::unordered_map<Device*, std::unique_ptr<Device>> dynamic_devices_
153       TF_GUARDED_BY(devices_mu_);
154 
155   absl::flat_hash_set<int64> device_incarnation_set_ TF_GUARDED_BY(devices_mu_);
156   std::unordered_map<string, Device*> device_map_ TF_GUARDED_BY(devices_mu_);
157 
158   std::unordered_map<string, int> device_type_counts_
159       TF_GUARDED_BY(devices_mu_);
160 
161   mutable Device* cpu_device_ TF_GUARDED_BY(devices_mu_);
162 
163   class DeviceCircularBuffer {
164    public:
DeviceCircularBuffer()165     DeviceCircularBuffer() : index_(0) {
166       devices_.resize(kStaleDeviceBufferSize);
167     }
add(std::unique_ptr<Device> device)168     void add(std::unique_ptr<Device> device) {
169       devices_[index_] = std::move(device);
170       index_ = (index_ + 1) % kStaleDeviceBufferSize;
171     }
172 
173    private:
174     int index_;
175     std::vector<std::unique_ptr<Device>> devices_;
176   };
177 
178   // Buffer to temporarily store the removed devices. Raw device pointers are
179   // accessible to DeviceSet, and if the function instantiation process directly
180   // access fields through the device set, the underlying device object must
181   // still be available to avoid segmentation fault. We keep the devices in this
182   // buffer only for that purpose.
183   DeviceCircularBuffer stale_devices_ TF_GUARDED_BY(devices_mu_);
184 
185   TF_DISALLOW_COPY_AND_ASSIGN(DynamicDeviceMgr);
186 };
187 }  // namespace tensorflow
188 
189 #endif  // TENSORFLOW_CORE_COMMON_RUNTIME_DEVICE_MGR_H_
190