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### Description Merge main to WindowsAI ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> --------- Signed-off-by: Nash <george.nash@intel.com> Signed-off-by: Yiming Hu <yiming.hu@amd.com> Signed-off-by: Liqun Fu <liqfu@microsoft.com> Co-authored-by: Kaz Nishimura <kazssym@linuxfront.com> Co-authored-by: Tianlei Wu <tlwu@microsoft.com> Co-authored-by: Nat Kershaw (MSFT) <nakersha@microsoft.com> Co-authored-by: Yulong Wang <7679871+fs-eire@users.noreply.github.com> Co-authored-by: Changming Sun <chasun@microsoft.com> Co-authored-by: zesongw <zesong.wang@intel.com> Co-authored-by: Yi Zhang <zhanyi@microsoft.com> Co-authored-by: Dmitri Smirnov <yuslepukhin@users.noreply.github.com> Co-authored-by: Yifan Li <109183385+yf711@users.noreply.github.com> Co-authored-by: simonjub <78098752+simonjub@users.noreply.github.com> Co-authored-by: PeixuanZuo <94887879+PeixuanZuo@users.noreply.github.com> Co-authored-by: Adrian Lizarraga <adlizarraga@microsoft.com> Co-authored-by: Edward Chen 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Co-authored-by: Rachel Guo <35738743+YUNQIUGUO@users.noreply.github.com> Co-authored-by: rachguo <rachguo@rachguos-Mini.attlocal.net> Co-authored-by: Caroline Zhu <wolfivyaura@gmail.com> Co-authored-by: Caroline Zhu <carolinezhu@microsoft.com> Co-authored-by: Guenther Schmuelling <guschmue@microsoft.com> Co-authored-by: xhcao <xinghua.cao@intel.com> Co-authored-by: Ella Charlaix <80481427+echarlaix@users.noreply.github.com> Co-authored-by: Xu Xing <xing.xu@intel.com> Co-authored-by: Hector Li <hecli@microsoft.com> Co-authored-by: Ye Wang <52801275+wangyems@users.noreply.github.com> Co-authored-by: Your Name <you@example.com> Co-authored-by: Benedikt Hilmes <benedikt.hilmes@rwth-aachen.de> Co-authored-by: rachguo <rachguo@rachguos-Mac-mini.local> Co-authored-by: George Wu <jywu@microsoft.com> Co-authored-by: JiCheng <wejoncy@163.com> Co-authored-by: Sheil Kumar <smk2007@gmail.com> Co-authored-by: Sheil Kumar <sheilk@microsoft.com> Co-authored-by: cloudhan <guangyunhan@microsoft.com> 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<49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Patrice Vignola <vignola.patrice@gmail.com> Co-authored-by: kunal-vaishnavi <115581922+kunal-vaishnavi@users.noreply.github.com> Co-authored-by: snadampal <87143774+snadampal@users.noreply.github.com> Co-authored-by: Sumit Agarwal <sumitagarwal330@gmail.com> Co-authored-by: Ashwini Khade <askhade@microsoft.com> Co-authored-by: Yang Gu <yang.gu@intel.com> Co-authored-by: Cheng Tang <chenta@a100.crj0ad2y1kku1j4yxl4sj10o4e.gx.internal.cloudapp.net> Co-authored-by: mindest <30493312+mindest@users.noreply.github.com> Co-authored-by: Scott McKay <Scott.McKay@microsoft.com> Co-authored-by: Xavier Dupre <xadupre@microsoft.com@orttrainingdev9.d32nl1ml4oruzj4qz3bqlggovf.px.internal.cloudapp.net> Co-authored-by: guyang3532 <62738430+guyang3532@users.noreply.github.com> Co-authored-by: Carson M <carson@pyke.io> Co-authored-by: sophies927 <107952697+sophies927@users.noreply.github.com>
131 lines
3.8 KiB
C++
131 lines
3.8 KiB
C++
// Copyright (c) Microsoft Corporation. All rights reserved.
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// Licensed under the MIT License.
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#pragma once
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#include "TensorKindFrom.h"
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#include "MapFeatureDescriptor.h"
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#include "TensorFeatureDescriptor.h"
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#include "LearningModelSession.h"
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#include "IMapFeatureValue.h"
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namespace _winml {
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//
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// MapBase
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//
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// This is the base class for all data based Map types.
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//
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// Supported derived classes:
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// <String, Float>, <String, Int64>, <String, Double>, <String, String>
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// <Int64, Float>, <Int64, Int64>, <Int64, Double>, <Int64, String>
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//
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template <typename TDerived, typename TKey, typename TValue>
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struct MapBase : winrt::implements<
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MapBase<TDerived, TKey, TValue>,
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winml::ILearningModelFeatureValue,
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_winml::IMapFeatureValue,
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_winml::ILotusValueProviderPrivate> {
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static_assert(
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std::is_same<TKey, int64_t>::value || std::is_same<TKey, winrt::hstring>::value,
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"Map keys must be int64_t or winrt::hstring!"
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);
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static_assert(
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std::is_same<TValue, int64_t>::value || std::is_same<TValue, double>::value || std::is_same<TValue, float>::value ||
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std::is_same<TValue, winrt::hstring>::value,
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"Map values must be int64_t, double, float, or winrt::hstring!"
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);
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using ABIMap = wfc::IMap<TKey, TValue>;
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using ABIMapView = wfc::IMapView<TKey, TValue>;
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MapBase(ABIMap const& data) : data_(data) {}
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static winml::ILearningModelFeatureValue Create() {
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auto abiMap = winrt::single_threaded_map<TKey, TValue>();
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return winrt::make<TDerived>(abiMap);
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}
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static winml::ILearningModelFeatureValue Create(const ABIMap& data) { return winrt::make<TDerived>(data); }
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static winml::ILearningModelFeatureValue Create(const ABIMapView& data) {
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auto abiMap = winrt::single_threaded_map<TKey, TValue>();
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for (const auto& pair : data) {
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auto key = pair.Key();
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auto value = pair.Value();
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abiMap.Insert(key, value);
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}
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return winrt::make<TDerived>(abiMap);
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}
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// ILearningModelFeatureValue implementation
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winml::LearningModelFeatureKind Kind() { return winml::LearningModelFeatureKind::Map; }
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STDMETHOD(get_KeyKind)
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(winml::TensorKind* kind) {
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FAIL_FAST_IF_NULL(kind);
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*kind = TensorKindFrom<TKey>::Type;
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return S_OK;
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}
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STDMETHOD(get_ValueDescriptor)
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(winml::ILearningModelFeatureDescriptor* result) {
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FAIL_FAST_IF_NULL(result);
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*result = TensorFeatureDescriptorFrom<TValue>::CreateAnonymous(std::vector<int64_t>{});
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return S_OK;
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}
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STDMETHOD(GetValue)
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(_winml::BindingContext& context, IValue** out) {
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auto session = context.session.as<winmlp::LearningModelSession>();
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auto engine = session->GetEngine();
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if (context.type == _winml::BindingType::kInput) {
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RETURN_IF_FAILED(engine->CreateMapValue(
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reinterpret_cast<::IInspectable*>(winrt::get_abi(data_)),
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TensorKindFrom<TKey>::Type,
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TensorKindFrom<TValue>::Type,
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out
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));
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} else {
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RETURN_IF_FAILED(engine->CreateNullValue(out));
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}
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return S_OK;
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}
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STDMETHOD(IsPlaceholder)
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(bool* pIsPlaceHolder) {
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FAIL_FAST_IF_NULL(pIsPlaceHolder);
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*pIsPlaceHolder = false;
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return S_OK;
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}
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STDMETHOD(UpdateSourceResourceData)
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(BindingContext& context, IValue* value) {
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data_.Clear();
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auto session = context.session.as<winmlp::LearningModelSession>();
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auto engine = session->GetEngine();
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RETURN_IF_FAILED(engine->FillFromMapValue(
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reinterpret_cast<::IInspectable*>(winrt::get_abi(data_)),
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TensorKindFrom<TKey>::Type,
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TensorKindFrom<TValue>::Type,
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value
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));
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return S_OK;
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}
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STDMETHOD(AbiRepresentation)
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(wf::IInspectable& abiRepresentation) {
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data_.as(abiRepresentation);
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return S_OK;
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}
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private:
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ABIMap data_;
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};
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} // namespace _winml
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