-
Notifications
You must be signed in to change notification settings - Fork 257
/
yosys_openfhe_runner.h
221 lines (200 loc) · 8.73 KB
/
yosys_openfhe_runner.h
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
// Copyright 2021 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#ifndef FULLY_HOMOMORPHIC_ENCRYPTION_TRANSPILER_YOSYS_RUNNER_H_
#define FULLY_HOMOMORPHIC_ENCRYPTION_TRANSPILER_YOSYS_RUNNER_H_
#include <memory>
#include "absl/memory/memory.h"
#include "absl/status/status.h"
#include "absl/status/statusor.h"
#include "absl/types/span.h"
#include "google/protobuf/text_format.h"
#include "openfhe/binfhe/binfhecontext.h"
#include "transpiler/data/openfhe_data.h"
#include "xls/contrib/xlscc/metadata_output.pb.h"
#include "xls/protected/netlist.h"
namespace fully_homomorphic_encryption {
namespace transpiler {
class YosysTfheRunner;
// Class OpenFheBoolValue provides the glue that bridges the way the XLS
// netlist AbstractInterpreter processes boolean values, and the way the
// OpenFHE BinFHE library handles them. The former expects to see an object of
// a type that is source-code-compatible with bool, while the BinFHE library
// uses opaque constructs of type LweCiphertext that have no source-level
// compatibility with bool.
//
// Inputs to the top-level TFHE function are in the form of spans of
// LweCiphertext, with one span per input argument. So for example, if you have
// two inputs, an uint8_t and an int32_t, then you'll have two spans, the first
// of which is 8-bits wide, and the second of which is 32-bits wide. Each span
// entry will be a LweCiphertext representing one bit of the input. It
// represents a bit of input, but it does not act like a "bool".
//
// The interpreter, on the other hand, expects values that act as booleans:
// they can be constructed from bool and can participate in boolean operators.
// From the interpreter's view, they or may not be evaluated to booleans (in
// our case, or course, we want to prevent such evaluation).
//
// a) Constructing from bool is necessary to assign initial values to
// constants in the netlist. These constants are part of the algorithm,
// and constructing TFHE objects from them is OK. Also, technically
// evaluating them as bool is OK since we know their values already.
//
// b) Bool expressions. The Interpreter has code to either parse *and*
// interpret the cell-output-pin-function definitions already provided in
// the cell library as part of the cell definitions, or to parse the
// functions but trap directly into our callback implementations (e.g.,
// YosysTfheRunner::OpenFheOp_xor2) to do the actual evaluation. For the
// latter, we only need requirement (a) above, because all the actual
// operations are handled in the callbacks. However, the Interpreter is
// coded to handle the case where a callback isn't available, and so it
// needs to be able to evaluate the FHE objects as booleans as usual. For
// this reason, we must provide arithmetic operation capabilities to our
// FHE booleans.
//
// c) No evaluation to bool. For obvious reasons.
//
// Requirement (b) is useful if for some reasons we cannot provide an
// implementation of a cell and instead rely on the function parser to
// interpret it. In the extreme case, we can simply not pass TfheEvalMap to
// the interpreter, forcing it to evaluate everything. That will still work
// since the FHE objects act as bools.
class OpenFheBoolValue {
public:
static OpenFheBoolValue Unencrypted(bool val, lbcrypto::BinFHEContext cc) {
return OpenFheBoolValue(cc.EvalConstant(val), cc);
}
OpenFheBoolValue(const OpenFheBoolValue& rhs)
: lwe_(std::make_shared<lbcrypto::LWECiphertextImpl>(*rhs.lwe_)),
cc_(rhs.cc_) {}
OpenFheBoolValue& operator=(const OpenFheBoolValue& rhs) {
lwe_ = std::make_shared<lbcrypto::LWECiphertextImpl>(*rhs.lwe_);
cc_ = rhs.cc_;
return *this;
}
OpenFheBoolValue(OpenFheBoolValue&& rhs) {
cc_ = rhs.cc_;
lwe_ = std::move(rhs.lwe_);
}
OpenFheBoolValue& operator=(OpenFheBoolValue&& rhs) {
cc_ = rhs.cc_;
lwe_ = std::move(rhs.lwe_);
return *this;
}
OpenFheBoolValue operator&(const OpenFheBoolValue& rhs) {
return OpenFheBoolValue(cc_.EvalBinGate(lbcrypto::AND, lwe_, rhs.lwe()),
cc_);
}
OpenFheBoolValue operator|(const OpenFheBoolValue& rhs) {
return OpenFheBoolValue(cc_.EvalBinGate(lbcrypto::OR, lwe_, rhs.lwe()),
cc_);
}
OpenFheBoolValue operator^(const OpenFheBoolValue& rhs) {
return OpenFheBoolValue(cc_.EvalBinGate(lbcrypto::XOR, lwe_, rhs.lwe()),
cc_);
}
OpenFheBoolValue operator!() {
return OpenFheBoolValue(cc_.EvalNOT(lwe_), cc_);
}
lbcrypto::LWECiphertext lwe() const { return lwe_; }
private:
lbcrypto::LWECiphertext lwe_;
public:
OpenFheBoolValue(lbcrypto::LWECiphertext lwe, lbcrypto::BinFHEContext cc)
: lwe_(lwe), cc_(cc) {}
private:
lbcrypto::BinFHEContext cc_;
};
class YosysOpenFheRunner {
public:
// char_stream: value
// --> lib_proto: value
// --> cell_library: value
//
// netlist_text
// --> scanner: value
//
// &cell_library, &scanner
// --> netlist: pointer
YosysOpenFheRunner(const std::string& liberty_text,
const std::string& netlist_text,
const std::string& metadata_text)
: liberty_text_(liberty_text),
netlist_text_(netlist_text),
metadata_text_(metadata_text),
state_(nullptr) {}
absl::Status InitializeOnce(
lbcrypto::BinFHEContext cc,
const xls::netlist::rtl::CellToOutputEvalFns<OpenFheBoolValue>& eval_fns);
absl::Status Run(
absl::Span<lbcrypto::LWECiphertext> result,
std::vector<absl::Span<const lbcrypto::LWECiphertext>> in_args,
std::vector<absl::Span<lbcrypto::LWECiphertext>> inout_args,
lbcrypto::BinFHEContext cc);
std::unique_ptr<OpenFheBoolValue> CreateOpenFheBoolValue(bool in) {
return std::make_unique<OpenFheBoolValue>(
OpenFheBoolValue::Unencrypted(in, state_->cc_));
}
private:
struct YosysOpenFheRunnerState {
YosysOpenFheRunnerState(lbcrypto::BinFHEContext cc,
xls::netlist::cell_lib::CharStream char_stream,
xls::netlist::rtl::Scanner scanner)
: cc_(cc),
zero_(OpenFheBoolValue::Unencrypted(false, cc_)),
one_(OpenFheBoolValue::Unencrypted(true, cc_)),
char_stream_(std::move(char_stream)),
lib_proto_(*xls::netlist::function::ExtractFunctions(&char_stream_)),
cell_library_(
*xls::netlist::AbstractCellLibrary<OpenFheBoolValue>::FromProto(
lib_proto_, zero_, one_)),
scanner_(scanner) {}
absl::Status Run(
absl::Span<lbcrypto::LWECiphertext> result,
std::vector<absl::Span<const lbcrypto::LWECiphertext>> in_args,
std::vector<absl::Span<lbcrypto::LWECiphertext>> inout_args);
lbcrypto::BinFHEContext cc_;
OpenFheBoolValue zero_;
OpenFheBoolValue one_;
xls::netlist::cell_lib::CharStream char_stream_;
xls::netlist::CellLibraryProto lib_proto_;
xls::netlist::AbstractCellLibrary<OpenFheBoolValue> cell_library_;
xls::netlist::rtl::Scanner scanner_;
std::unique_ptr<xls::netlist::rtl::AbstractNetlist<OpenFheBoolValue>>
netlist_;
xlscc_metadata::MetadataOutput metadata_;
};
absl::StatusOr<OpenFheBoolValue> OpenFheOp_inv(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_buffer(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_and2(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_nand2(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_or2(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_nor2(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_xor2(
const std::vector<OpenFheBoolValue>& args);
absl::StatusOr<OpenFheBoolValue> OpenFheOp_xnor2(
const std::vector<OpenFheBoolValue>& args);
const std::string liberty_text_;
const std::string netlist_text_;
const std::string metadata_text_;
std::unique_ptr<YosysOpenFheRunnerState> state_;
};
} // namespace transpiler
} // namespace fully_homomorphic_encryption
#endif // FULLY_HOMOMORPHIC_ENCRYPTION_TRANSPILER_YOSYS_RUNNER_H_