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conversion.h
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conversion.h
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// Copyright 2021 Ant Group Co., Ltd.
//
// 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.
#pragma once
#include "libspu/mpc/kernel.h"
namespace spu::mpc::semi2k {
class A2B : public UnaryKernel {
public:
static constexpr char kBindName[] = "a2b";
ce::CExpr latency() const override {
return (Log(ce::K()) + 1) // adder-circuit;
* Log(ce::N()) // tree-reduce parties.
;
}
ce::CExpr comm() const override {
return (2 * Log(ce::K()) + 1) // KS-adder-circuit
* 2 * ce::K() * (ce::N() - 1) // And gate, for nPC
* (ce::N() - 1) // (no-matter tree or ring) reduce
;
}
NdArrayRef proc(KernelEvalContext* ctx, const NdArrayRef& x) const override;
};
class B2A : public UnaryKernel {
public:
static constexpr char kBindName[] = "b2a";
ce::CExpr latency() const override {
return (Log(ce::K()) + 1) * Log(ce::N()) // A2B
+ Log(ce::K() + 1) // add_bb
+ 1 // reveal
;
}
ce::CExpr comm() const override {
const auto n_1 = ce::N() - 1;
return (2 * Log(ce::K()) + 1) * 2 * ce::K() * n_1 * n_1 // A2B
+ (2 * Log(ce::K()) + 1) * 2 * ce::K() // add_bb
;
}
NdArrayRef proc(KernelEvalContext* ctx, const NdArrayRef& x) const override;
};
class B2A_Randbit : public UnaryKernel {
public:
static constexpr char kBindName[] = "b2a";
ce::CExpr latency() const override { return ce::Const(1); }
ce::CExpr comm() const override {
return ce::K() * (ce::N() - 1) // Open bit masked value
;
}
NdArrayRef proc(KernelEvalContext* ctx, const NdArrayRef& x) const override;
};
// Note: current only for 2PC.
class MsbA2B : public UnaryKernel {
public:
static constexpr char kBindName[] = "msb_a2b";
ce::CExpr latency() const override {
// 1 * carry: log(k) + 1
return Log(ce::K()) + 1;
}
ce::CExpr comm() const override {
// 1 * and_bb: 2 * k * (N-1)
// 1 * carrya2b: k + k/2 + k/4 + ... + 8 (8) + 8 (4) + 8 (2) + 8 (1)
return 2 * ce::K() * (ce::N() - 1) + 2 * (ce::N() - 1) * (2 * ce::K() + 32);
}
NdArrayRef proc(KernelEvalContext* ctx, const NdArrayRef& in) const override;
};
class EqualAA : public BinaryKernel {
public:
static constexpr char kBindName[] = "equal_aa";
ce::CExpr latency() const override {
// 1 * edabits + logk * andbb
return Log(ce::K()) + 1;
}
ce::CExpr comm() const override {
return (2 * Log(ce::K()) + 1) * ce::K() * (ce::N() - 1);
}
NdArrayRef proc(KernelEvalContext* ctx, const NdArrayRef& lhs,
const NdArrayRef& rhs) const override;
};
class EqualAP : public BinaryKernel {
public:
static constexpr char kBindName[] = "equal_ap";
ce::CExpr latency() const override {
// 1 * edabits + logk * andbb
return Log(ce::K()) + 1;
}
ce::CExpr comm() const override {
return (2 * Log(ce::K()) + 1) * ce::K() * (ce::N() - 1);
}
NdArrayRef proc(KernelEvalContext* ctx, const NdArrayRef& lhs,
const NdArrayRef& rhs) const override;
};
class CommonTypeV : public Kernel {
public:
static constexpr char kBindName[] = "common_type_v";
Kind kind() const override { return Kind::Dynamic; }
void evaluate(KernelEvalContext* ctx) const override;
};
} // namespace spu::mpc::semi2k