openvino

Files

Edward Shogulin c2271da637 Es/lpt/lpt to ngraph fixes2 with master (#2671 )

* [LPT] Replace creation of dequantization with factory

* [ngraph][LPT] Add ScaleShift replace for dequantization operations

* [LPT] SubtractMultiplyToMultiplyAdd refactoring

* [LPT] Code style fix

* [LPT] Edit SubtractMultiplyToMultiplyAdd transformation for dequantization

* [LPT] Linux compilation quick fix

* [LPT] [WIP] runtime info applying

* [LPT] Concat transformation functional tests extending

* [LPT] MultiplyToConvolution + Subtract to add fusing + improvements in LowPrecisionTransformer

* [LPT] linux compilation error fix

* [LPT] compilation error

* [LPT] MultiplyToGroupConvolution fix: 5D support

* [LPT] Multiply transformation extending: FQ weights support - wip

* [LPT] FQ folding & precision selection

* [LPT] code style fixes

* [LPT] code style fixes

* [LPT] Linux compilation error fix

* [LPT] SubtractMultiplyToMultiplyAdd: refactoring

* [LPT] Tests fixes

* [LPT] MultiplyToGroupConvolution tests

* [LPT] Convert subtract with int inputs to Eltwise sub

* [LPT] Constant folding fix for quant models

* [LPT] 1) Asymmetric quantization improvement 2) tests extending

* [LPT] 2 fixes for se_resnext_50

* [LPT] Add transformation priority branch selection test

* [LPT] AddMultiplyFusion: legacy transformation quick fix

* [LPT] nGraph tests temporary disabling

* [LPT] Fix for eltwise inputs with multiple outputs

* [LPT] Fix for FQ fuse

* [LPT] Reshape by channel, batch temporary disabled

* [nGraph][LPT] MatMul fix for reading FP16 models

* [LPT] 1) Add (not after Convolution/GroupConvolution/MatMul with Constant) to Subtract 2) precision selection fix: MultiplyToGroupConvolution quick fix

* [LPT] DenseNet improvments: AddTransformation: Add to Subtract + tests

* [LPT] AddTransformarion refactoring

* [LPT] AddTransformation tests temporay disabled

* [LPT] ReshapeTransformation improvements: degradation fix

* [LPT] code style fix

* [LPT] Concat tests temporary disabling

* [LPT] tests unification
1) plugin tests: added test-cases and nGraph-validation for clamp, split and variadic split
2) func tests: added test-cases
3) transformNGraph: added the ability to run additional transformations

* [LPT] split & variadic split merge fix

* [LPT] Clamp: added support for asymmetric quantization

* [LPT] added DequantizationAttr run-time attribute

* [LPT] debug info removal

* [LPT] ConcatTransformation: zero point fix

* [LPT] CNNNetwork ReLU transformation quick fix

* [LPT]
1) Concat fix
2) ConcatMultiChannels fix
3) Added "Concat with Split" test-cases
4) Subgraph fix

* [LPT]
1) Concat fix
2) Added "Concat with different precision on childs" test-case

* [LPT] concat fix Ubuntu18

* [LPT] Concat test fixes

* [LPT] Not fp32 FQ input support

* [LPT] MatMul Fix + separateInStandaloneBranch Fix

* [LPT] Fix reference input types in mish fusion tests

* [LPT] Fix cpuFuncTests on CentOS building

* [nGraph][LPT] ScaleShift 2d, 3d nGraph conversion enabling

* [LPT] 1) FullyConnected workaround removing 2) validate_nodes_and_infer_types for LPT

* [ngraph] Add check for childs for ConvertSubtract

* [LPT] Squeeze/Unsqueeze tests unification

* [LPT] Squeeze/Unsqueeze change signature for getReference/getOriginal

* [LPT] Mul & Add -> ScaleShift quick fix

* [LPT] nGraph tests emporary disabling

* [LPT] code style fix

* [LPT] code style fix #2

* [LPT] nGraph tests temporary disabling

* [LPT] code styl fix #3

* [LPT] shared plugin tests temporary disabling

* [LPT] cleanup

* [LPT] nGraph unit_tests tests temproary disabling

* [LPT] nGraph unit tests disabling #2

* [LPT] nGraph tests disabling

* [LPT] nGraph tests temporary disabling

* [LPT] WA removing

* [LPT] CentOS compilation fix

* [LPT] KMB wa to avoid compilation error

* [LPT] functional test temporary disabling

* [nGraph] code style fixes

* [LPT] ConcatTransformation: data movement operation as intermediate handling

* [LPT] FuseSubtractToFakeQuantize after VariadicSplit

* [LPT] ConcatWithSplitTransformation functional test temporary disabling

* [LPT] Clamp and ConcatWithDifferentPrecisionsOnChilds: tests fix

* [LPT] MatMul: bert-nv-mlperf-quantized fix

* [LPT] Add to convolution biases fuse fix

* [LPT] GPU plugin tests fixes

* [LPT] Normalize GPU plugin tests fix

* [LPT] test-commit

* [LPT] CLDNN Plugin FP16 conversion

* [LPT] AvgPool update precision if there is not FQ after + convolution
precision limitation on activation

* [LPT] Convolution fixes

* [LPT] FuseSubtractToFakequantize & FuseMultiplyToFakeQuantize improvement

* [LPT] FuseSubtractToFakeQuantize test fix

* [LPT] FuseSubtractToFakeQuantizeTransformation tests

* [LPT] code style fix

* [LPT] AvgPool child recursive extend

* [LPT] AvgPool tests + fix

* [LPT] compilation quick fix

* [LPT] Add to convolution biases fuse fix

* [LPT] Linux issues: MatMulWithOptimizedConstantFakeQuantizeTransformation temporary disabled

* [LPT] Normalize GPU plugin tests fix

* [LPT] test-commit

* [LPT]
1) added the ability to create sub without dequantizationAttribute
2) fixed optimizeMulAfter: added copying rt_info
3) Tests Unification: Convolution transformation
4) added cleanRunTimeInfo into Network Helper

* [LPT] Tests Unification: GroupConvolution

* [LPT] removed debug info

* [LPT] functional tests for Convolution & GroupConvolution extending

* [LPT] [MatMul] Quick fix ubuntu error

* [LPT] MatMulTransformation quick test fix: one constant for both intervals

* [nGraph] code style fix

* [LPT] added output_precision to NormalizeIE

* [nGraph] NormalizeIE fix for LPT support

* [LPT] nGraph WA removal

* [LPT] fixed fillSubgraph for concat multi channels

* [LPT] MatMul fix

* [nGraph] WA removal: 1) nGraph tests enabling 2) LPT extanding: not handle in FP32

* [LPT] nGraph WA removal: function tests skip config rollback

* [LPT] WA removal: precision propagation fix

* [LPT] ConvertMulOrAddFinally transformation extending

* [nGraph] ConvolutionMultiplyFusion rollback (move from legacy to common)

* [nGraph] ConvertMulAddToScaleShiftOrPower: WA removal

* [nGraph] TypeRelaxed: WA removal

* [nGraph] WA removal: TypeRelaxed

* [LPT] WA removal: ConcatTransformation

* [nGraph] WA removal: Eltwise & ConvertMulOrAddFinally fixes to support LPT

* [nGraph] MulAddConversion fix: 2D & 3D ScaleShift are supproted

* [nGraph] VisualizeTree extending

* [LPT] FakeQuantizeDequantization extending: check element wise dequantization operation

* [LPT] FakeQuantizeDequantization extending: SubtractMultiplyToMultiplyAddTransformation & WeightableLayerTransformation

* [LPT] Convolution + test infrastructure update

* [LPT] GPU compilation error

* [nGraph] BatchNorm plugin tests: input tensor definition

* [LPT] LowPrecisionTransformer::isFunctionQuantized was added

* [nGraph] WA final cleanup

* [nGraph] ScaleShiftIE quick fix

* [LPT] Functional tests: added test-cases "Concat with intermediate with constant"

* [LPT] Transformer::isNetworkquantized fix

* [LPT] SubtractMultiplyToMultiplyAdd zero Add remove: fix for ssd300 on gpu

* [LPT] MultiplyToGroupConvolution not transform on Const

* [LPT] workaround for negative scales

* [LPT] Convert standalone dequantization Mul,Sub,Add to ScaleShift

* [LPT] SubtractMultiplyToMultiplyAdd test fix

* [LPT] Clamp transformation: GPU tests fix

* [LPT] Transformer tests

* [LPT] FakeQuantizePrecisionSelectionTransformation was disabled for GPU

* [LPT] TransformerIsFunctionQuantized refactoring

* [nGraph] code style fix

* [LPT] mobilenet_v2_tf_depthwise test update

* [LPT] TMP: dequantization folding

* [LPT] Elementwise transformation fix: dequantization operations constant folding

* [LPT] cleanup

* [LPT] denormal values fix

* [LPT] FuseFakeQuantize test fixed + negative multiply case

* [LPT] FP32 -> FP16 conversion info

* [LPT] FQ dot interval support + swapMultiplyAdd safely division

* [LPT] test fix

* [LPT] Tests for dot interval on FQ + tests for addTransformation enabling

* [LPT] Clamp transformation fix

* [LPT] FQ prec selection test fix

* [LPT] Clamp test case

* [LPT] Concat division precision fix

* [LPT] cleanup

* [LPT] merge fix

* [LPT] WIP: MatMul asymmetric quantization fix (BERT)

* [LPT] MatMulWithOptimizedConstantFakeQuantizeTransformation disabled

* [LPT] GPU Plugin set config fix

* [LPT] Fix merge mistakes

* [LPT] Rollback device specific INT8

* [LPT] ReshapeFullyConnected fix: FullyConnected output fix

* [LPT] bert-base-chinese GPU fix

* [ngraph/LPT] Tests for fix convert_mul_or_add_finally with dequantization

[ngraph/LPT] Fix convert mul_or_add_finally with dequantization

* [LPT] ScaleShift dim < 4 only dequantization conversion

* [LPT] MatMul transformation tests extensing

* [LPT] ReshapeFullyConnected legacy transformation: LPT test case addition

* [nGraph] VisualizeTree extending: property names displying to simplify search

* [LPT] getDequantization extending

* [LPT] MulAddToScaleshiftOrPower: out precision fix & tests

* [LPT] Multiply to ScaleShiftIE: Multiply transformation: remove DEQUANTIZATION if not valid

* [LPT] Concat test case

* [nGraph] try to fix opencv compatibility

* [nGraph] nGraph code style fix

* [LPT] InPlace dequantization folding

* [LPT] Multiply constant folding test

* [LPT] Fix plugin test case for MatMulWithOptimizedConstantFakeQuantize

[LPT] Enable MatMulWithOptimizedConstantFakeQuantize plugin test

* [LPT] Convolution transformation: mulConst shape fix

* [LPT] INT8 Constant folding branch for elementwise ops optimization removal

* [LPT] eltwise for const branch fix

* [LPT] linux fix

* [LPT] Multiply test refactoring

* [LPT] Convert Fuse in Constant + tests

* [LPT] function comparation: runtime info comparation rollback

* [LPT] linux build fix

* [LPT] linux build fix2

* [LPT] MatMul transformation limitation was added to be similar as CNNNetwork LPT

* [LPT] Reshape transformation update: don't broadcast by batch

* [LPT] MatMul transformation limitation was added to be similar as CNNNetwork LPT - refactoring

* [LPT] MatMul transformation: transpose input tensors fix

* [LPT] checkElementwise for AddTransformation WA: should be moved to getDequantization

* [LPT] merge fix

* [LPT] MatMul fix & tests

* [LPT] AddTransformation tests

* [LPT] Interpolate transformation enabled

* [LPT] constant folding before LPT

* [LPT] WIP: not completed tests

* [LPT] GPU degradation fix

* [LPT] FuseConvert workaround

* [LPT] code cleanup

* [LPT] Interpolate GPU test quick fix

* [LPT] GroupConvolution fix

* [LPT] Fix fusing multiply for non-dequantization layers

* [LPT] GPU pipeline update: enableInt8 initialization place update

* [LPT] tests compilation fix

* [LPT] merge fix

* [LPT] tests enabling

* [LPT] merge issue resolving

* [LPT] LPT CNNNetwork usage macros: part #1: source code

* [LPT] LPT CNNNetwork usage macros: part #2: cmake files update and tests addoption

* [LPT] LPT workaround from nGraph core removing

* [LPT] previous LPT version tests

* [LPT] inference_engine_lp_transformations was returned back

* [LPT] replace_node rollback

* [LPT] ConvertSubtract fix

* [LPT] GPU: baselineIsFP16 reuse fix

* [LPT] FakeQuantizeTransformation: GPU workaround: I32 -> FP32 Convert is not fused

* [LPT] AvgPool output precision workaround

* [LPT] Group convolution precision + Subtract to ScaleShift const fix

* [LPT] SubMulToMulAdd & Transpose: action-recognition-0001 fix

* [LPT] Transpose: added test with per-tensor quantization

Co-authored-by: Aleksandr Pertovsky <aleksandr.pertovsky@intel.com>
Co-authored-by: Zinoviev, Vladimir <vladimir.zinoviev@intel.com>
Co-authored-by: Vladislav Golubev <vladislav.golubev@intel.com>
Co-authored-by: Gorokhov Dmitriy <dmitry.gorokhov@intel.com>