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Update with default operator impl

Merged Olivier BICHLER requested to merge simpl_op_impl into master
28 files
+ 80
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@@ -53,152 +53,51 @@ class AddImplBackward_cpu<3>
template <DimIdx_t NUM>
class AddImpl_cpu : public OperatorImpl {
private:
const Add_Op<NUM>& mOp;
std::array<NbElts_t, NUM> mNbConsumedData = {};
std::array<NbElts_t, 1> mNbProducedData = {};
public:
AddImpl_cpu(const Add_Op<NUM>& op) : mOp(op) {}
public:
AddImpl_cpu(const Add_Op<NUM>& op) : OperatorImpl(op) {}
static std::unique_ptr<AddImpl_cpu<NUM>> create(const Add_Op<NUM>& op) {
return std::make_unique<AddImpl_cpu<NUM>>(op);
}
public:
NbElts_t getNbRequiredData(const IOIndex_t inputIdx) const override final {
assert(mOp.getInput(inputIdx) && "requires valid input");
// Requires the whole tensors
const auto& inputDims = std::static_pointer_cast<Tensor>(mOp.getInput(inputIdx))->dims();
return std::accumulate(inputDims.begin(), inputDims.end(), NbElts_t(1), std::multiplies<NbElts_t>());
}
NbElts_t getNbRequiredProtected(const IOIndex_t /*inputIdx*/) const override final {
// for the direct convolution algorithm, convolutions can be in-place, if there is no padding!
return 0;
}
NbElts_t getRequiredMemory(const IOIndex_t outputIdx, const std::vector<DimSize_t>& /*inputsSize*/) const override final {
// Requires the whole tensors, regardless of available data on inputs
assert(outputIdx == 0 && "operator has only one output");
(void) outputIdx;
const auto& outputDims = std::static_pointer_cast<Tensor>(mOp.getOutput(0))->dims();
return std::accumulate(outputDims.begin(), outputDims.end(), NbElts_t(1), std::multiplies<NbElts_t>());
}
NbElts_t getNbConsumedData(const IOIndex_t inputIdx) const override final {
assert(inputIdx < mNbConsumedData.size());
return mNbConsumedData[inputIdx];
}
NbElts_t getNbProducedData(const IOIndex_t outputIdx) const override final {
assert(outputIdx < mNbProducedData.size());
return mNbProducedData[outputIdx];
}
void updateConsummerProducer() override final;
void forward() override {
// nothing
}
void backward() override { printf("Not implemented yet.\n"); }
};
template <>
class AddImpl_cpu<1> : public OperatorImpl {
private:
const Add_Op<1>& mOp;
std::array<NbElts_t, 1> mNbConsumedData;
std::array<NbElts_t, 1> mNbProducedData;
public:
AddImpl_cpu(const Add_Op<1>& op) : mOp(op), mNbConsumedData({0}), mNbProducedData({0}) {}
public:
AddImpl_cpu(const Add_Op<1>& op) : OperatorImpl(op) {}
static std::unique_ptr<AddImpl_cpu<1>> create(const Add_Op<1>& op) {
return std::make_unique<AddImpl_cpu<1>>(op);
}
public:
NbElts_t getNbRequiredData(const IOIndex_t /*inputIdx*/) const override final;
NbElts_t getNbRequiredProtected(const IOIndex_t /*inputIdx*/) const override final;
NbElts_t getRequiredMemory(const IOIndex_t /*outputIdx*/,
const std::vector<DimSize_t> &/*inputsSize*/) const override final;
NbElts_t getNbConsumedData(const IOIndex_t /*inputIdx*/) const override final;
NbElts_t getNbProducedData(const IOIndex_t /*outputIdx*/) const override final;
void updateConsummerProducer() override final;
void forward() override;
void backward() override;
};
template <>
class AddImpl_cpu<2> : public OperatorImpl {
private:
const Add_Op<2>& mOp;
std::array<NbElts_t, 2> mNbConsumedData;
std::array<NbElts_t, 1> mNbProducedData;
public:
AddImpl_cpu(const Add_Op<2>& op) : mOp(op), mNbConsumedData({0, 0}), mNbProducedData({0}) {}
public:
AddImpl_cpu(const Add_Op<2>& op) : OperatorImpl(op) {}
static std::unique_ptr<AddImpl_cpu<2>> create(const Add_Op<2>& op) {
return std::make_unique<AddImpl_cpu<2>>(op);
}
public:
NbElts_t getNbRequiredData(const IOIndex_t inputIdx) const override final;
NbElts_t getNbRequiredProtected(const IOIndex_t inputIdx) const override final;
NbElts_t getRequiredMemory(const IOIndex_t /*outputIdx*/,
const std::vector<DimSize_t>& /*inputsSize*/) const override final;
NbElts_t getNbConsumedData(const IOIndex_t inputIdx) const override final;
NbElts_t getNbProducedData(const IOIndex_t /*outputIdx*/) const override final;
void updateConsummerProducer() override final;
void forward() override;
void backward() override;
};
template <>
class AddImpl_cpu<3> : public OperatorImpl {
private:
const Add_Op<3>& mOp;
std::array<NbElts_t, 3> mNbConsumedData;
std::array<NbElts_t, 1> mNbProducedData;
public:
AddImpl_cpu(const Add_Op<3>& op) : mOp(op), mNbConsumedData({0, 0, 0}), mNbProducedData({0}) {}
public:
AddImpl_cpu(const Add_Op<3>& op) : OperatorImpl(op) {}
static std::unique_ptr<AddImpl_cpu<3>> create(const Add_Op<3>& op) {
return std::make_unique<AddImpl_cpu<3>>(op);
}
public:
NbElts_t getNbRequiredData(const IOIndex_t inputIdx) const override final;
NbElts_t getNbRequiredProtected(const IOIndex_t /*inputIdx*/) const override final;
NbElts_t getRequiredMemory(const IOIndex_t /*outputIdx*/, const std::vector<DimSize_t>& /*inputsSize*/) const override final;
NbElts_t getNbConsumedData(const IOIndex_t inputIdx) const override final;
NbElts_t getNbProducedData(const IOIndex_t outputIdx) const override final;
void updateConsummerProducer() override final;
void forward() override;
void backward() override;
};
namespace {
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