[DOCS] conformance tables update (#22459)
This commit is contained in:
Karol Blaszczak
GitHub
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@ -7,163 +7,171 @@ Supported Operations - by Inference Devices
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This page lists operations supported by OpenVINO inference devices. The table presents general information,
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for a more detailed and most recent listing of operations that are implemented and tested:
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.. button-link:: _static/download/operation_conformance_table_files/opset_report_omz_static.html
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.. button-link:: _static/download/conformance_reports/opset_report_omz_static.html
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:color: primary
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:outline:
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See the full conformance report table
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See the full conformance report table (static)
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.. button-link:: _static/download/conformance_reports/opset_report_omz_dynamic.html
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:color: primary
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:outline:
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See the full conformance report table (dynamic)
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================================= =============== ============== ================ ==================
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Operations CPU (x86) GPU GNA CPU (Arm®)
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================================= =============== ============== ================ ==================
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Abs Supported** Supported Not Supported Supported
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================================= =============== ============== ================ ==================
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Abs Supported** Supported Not Supported Supported
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Acos Supported** Supported Not Supported Supported****
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Acosh Supported** Supported Not Supported Supported****
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Activation-Clamp Supported*** Supported Supported Supported
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Activation-ELU Supported*** Supported Not Supported Supported
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Activation-Exp Supported*** Supported Supported Supported
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Activation-Leaky ReLU Supported*** Supported Supported Not Supported
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Activation-Not Supported*** Supported Not Supported Not Supported
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Activation-PReLU Supported*** Supported Not Supported Supported
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Activation-ReLU Supported*** Supported Supported Supported
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Activation-ReLU6 Supported*** Supported Not Supported Not Supported
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Activation-Sigmoid/Logistic Supported*** Supported Supported Supported
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Activation-TanH Supported*** Supported Supported Supported
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ArgMax Supported** Supported Not Supported Not Supported
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Activation-Clamp Supported*** Supported Supported Supported
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Activation-ELU Supported*** Supported Not Supported Supported
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Activation-Exp Supported*** Supported Supported Supported
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Activation-Leaky ReLU Supported*** Supported Supported Not Supported
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Activation-Not Supported*** Supported Not Supported Not Supported
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Activation-PReLU Supported*** Supported Not Supported Supported
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Activation-ReLU Supported*** Supported Supported Supported
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Activation-ReLU6 Supported*** Supported Not Supported Not Supported
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Activation-Sigmoid/Logistic Supported*** Supported Supported Supported
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Activation-TanH Supported*** Supported Supported Supported
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ArgMax Supported** Supported Not Supported Not Supported
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Asin Supported** Supported Not Supported Supported****
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Asinh Supported** Supported Not Supported Supported****
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Atan Supported** Supported Not Supported Supported****
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Atanh Supported** Supported Not Supported Supported****
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BatchNormalization Supported Supported Not Supported Supported
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BinaryConvolution Supported Supported Not Supported Not Supported
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Broadcast Supported** Supported Not Supported Supported
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Ceil Supported** Supported Not Supported Supported
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Concat Supported*** Supported Supported Supported
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Const Supported Supported Supported Supported
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Convolution-Dilated Supported Supported Not Supported Supported
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Convolution-Dilated 3D Supported Supported Not Supported Not Supported
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Convolution-Grouped Supported Supported Not Supported Supported
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Convolution-Grouped 3D Supported Supported Not Supported Not Supported
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Convolution-Ordinary Supported Supported Supported* Supported
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Convolution-Ordinary 3D Supported Supported Not Supported Not Supported
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BatchNormalization Supported Supported Not Supported Supported
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BinaryConvolution Supported Supported Not Supported Not Supported
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Broadcast Supported** Supported Not Supported Supported
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Ceil Supported** Supported Not Supported Supported
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Concat Supported*** Supported Supported Supported
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Const Supported Supported Supported Supported
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Convolution-Dilated Supported Supported Not Supported Supported
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Convolution-Dilated 3D Supported Supported Not Supported Not Supported
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Convolution-Grouped Supported Supported Not Supported Supported
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Convolution-Grouped 3D Supported Supported Not Supported Not Supported
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Convolution-Ordinary Supported Supported Supported* Supported
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Convolution-Ordinary 3D Supported Supported Not Supported Not Supported
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Cos Supported** Supported Not Supported Supported****
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Cosh Supported** Supported Not Supported Supported****
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Crop Supported Supported Supported Not Supported
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Crop Supported Supported Supported Not Supported
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CTCGreedyDecoder Supported** Supported** Not Supported Supported****
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Deconvolution Supported Supported Not Supported Not Supported
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Deconvolution 3D Supported Supported Not Supported Not Supported
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DeformableConvolution Supported Supported Not Supported Not Supported
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DepthToSpace Supported** Supported Not Supported Supported*
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Deconvolution Supported Supported Not Supported Not Supported
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Deconvolution 3D Supported Supported Not Supported Not Supported
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DeformableConvolution Supported Supported Not Supported Not Supported
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DepthToSpace Supported** Supported Not Supported Supported*
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DetectionOutput Supported** Supported Not Supported Supported****
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Eltwise-And Supported*** Supported Not Supported Supported
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Eltwise-Add Supported*** Supported Not Supported Supported
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Eltwise-Div Supported*** Supported Not Supported Supported
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Eltwise-Equal Supported*** Supported Not Supported Supported*
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Eltwise-And Supported*** Supported Not Supported Supported
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Eltwise-Add Supported*** Supported Not Supported Supported
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Eltwise-Div Supported*** Supported Not Supported Supported
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Eltwise-Equal Supported*** Supported Not Supported Supported*
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Eltwise-FloorMod Supported*** Supported Not Supported Supported****
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Eltwise-Greater Supported*** Supported Not Supported Supported
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Eltwise-GreaterEqual Supported*** Supported Not Supported Supported
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Eltwise-Less Supported*** Supported Not Supported Supported*
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Eltwise-LessEqual Supported*** Supported Not Supported Supported*
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Eltwise-LogicalAnd Supported*** Supported Not Supported Supported
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Eltwise-LogicalOr Supported*** Supported Not Supported Supported
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Eltwise-LogicalXor Supported*** Supported Not Supported Supported
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Eltwise-Max Supported*** Supported Not Supported Supported
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Eltwise-Min Supported*** Supported Not Supported Supported
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Eltwise-Mul Supported*** Supported Supported Supported
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Eltwise-NotEqual Supported*** Supported Not Supported Supported*
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Eltwise-Pow Supported*** Supported Not Supported Supported
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Eltwise-Prod Supported*** Supported Supported Not Supported
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Eltwise-SquaredDiff Supported*** Supported Not Supported Supported
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Eltwise-Sub Supported*** Supported Supported Supported
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Eltwise-Greater Supported*** Supported Not Supported Supported
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Eltwise-GreaterEqual Supported*** Supported Not Supported Supported
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Eltwise-Less Supported*** Supported Not Supported Supported*
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Eltwise-LessEqual Supported*** Supported Not Supported Supported*
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Eltwise-LogicalAnd Supported*** Supported Not Supported Supported
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Eltwise-LogicalOr Supported*** Supported Not Supported Supported
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Eltwise-LogicalXor Supported*** Supported Not Supported Supported
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Eltwise-Max Supported*** Supported Not Supported Supported
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Eltwise-Min Supported*** Supported Not Supported Supported
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Eltwise-Mul Supported*** Supported Supported Supported
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Eltwise-NotEqual Supported*** Supported Not Supported Supported*
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Eltwise-Pow Supported*** Supported Not Supported Supported
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Eltwise-Prod Supported*** Supported Supported Not Supported
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Eltwise-SquaredDiff Supported*** Supported Not Supported Supported
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Eltwise-Sub Supported*** Supported Supported Supported
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Eltwise-Sum Supported*** Supported Supported Supported****
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Erf Supported** Supported Not Supported Supported****
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Exp Supported Supported Supported Supported
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FakeQuantize Supported Not Supported Not Supported Supported*
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Fill Supported** Not Supported Not Supported Not Supported
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Flatten Supported Supported Not Supported Not Supported
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Floor Supported** Supported Not Supported Supported
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FullyConnected (Inner Product) Supported*** Supported Supported Supported
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Gather Supported** Supported Not Supported Supported*
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Exp Supported Supported Supported Supported
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FakeQuantize Supported Not Supported Not Supported Supported*
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Fill Supported** Not Supported Not Supported Not Supported
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Flatten Supported Supported Not Supported Not Supported
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Floor Supported** Supported Not Supported Supported
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FullyConnected (Inner Product) Supported*** Supported Supported Supported
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Gather Supported** Supported Not Supported Supported*
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GatherTree Supported** Not Supported Not Supported Supported****
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Gemm Supported Supported Not Supported Not Supported
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GRN Supported** Supported** Not Supported Supported
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Gemm Supported Supported Not Supported Not Supported
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GRN Supported** Supported** Not Supported Supported
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HardSigmoid Supported** Supported Not Supported Supported****
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Interp Supported** Supported** Not Supported Supported*
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Log Supported** Supported Supported Supported
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LRN (Norm) Supported Supported Not Supported Supported*
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LSTMCell Supported Supported Supported Supported
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GRUCell Supported Supported Supported Supported
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RNNCell Supported Supported Not Supported Supported
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Interp Supported** Supported** Not Supported Supported*
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Log Supported** Supported Supported Supported
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LRN (Norm) Supported Supported Not Supported Supported*
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LSTMCell Supported Supported Supported Supported
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GRUCell Supported Supported Supported Supported
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RNNCell Supported Supported Not Supported Supported
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LSTMSequence Supported Supported Supported Supported****
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GRUSequence Supported Supported Supported Supported****
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RNNSequence Supported Supported Not Supported Supported****
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LogSoftmax Supported** Supported Not Supported Supported
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Memory Supported Not Supported Supported Not Supported
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MVN Supported** Supported Not Supported Supported*
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Neg Supported** Supported Not Supported Supported
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LogSoftmax Supported** Supported Not Supported Supported
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Memory Supported Not Supported Supported Not Supported
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MVN Supported** Supported Not Supported Supported*
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Neg Supported** Supported Not Supported Supported
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NonMaxSuppression Supported** Not Supported Not Supported Supported****
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Normalize Supported** Supported Not Supported Supported*
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Normalize Supported** Supported Not Supported Supported*
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OneHot Supported** Supported Not Supported Supported****
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Pad Supported** Supported Not Supported Supported*
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Permute Supported Supported Supported* Not Supported
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Pooling(AVG,MAX) Supported Supported Supported Supported
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Pooling(AVG,MAX) 3D Supported Supported Not Supported Supported*
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Power Supported** Supported Supported* Supported
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PowerFile Supported** Not Supported Not Supported Not Supported
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PriorBox Supported** Supported Not Supported Supported
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PriorBoxClustered Supported** Supported** Not Supported Supported
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Pad Supported** Supported Not Supported Supported*
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Permute Supported Supported Supported* Not Supported
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Pooling(AVG,MAX) Supported Supported Supported Supported
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Pooling(AVG,MAX) 3D Supported Supported Not Supported Supported*
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Power Supported** Supported Supported* Supported
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PowerFile Supported** Not Supported Not Supported Not Supported
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PriorBox Supported** Supported Not Supported Supported
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PriorBoxClustered Supported** Supported** Not Supported Supported
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Proposal Supported** Supported Not Supported Supported****
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PSROIPooling Supported** Supported Not Supported Supported****
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Range Supported** Not Supported Not Supported Not Supported
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Reciprocal Supported** Supported Not Supported Not Supported
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Range Supported** Not Supported Not Supported Not Supported
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Reciprocal Supported** Supported Not Supported Not Supported
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ReduceAnd Supported** Supported Not Supported Supported****
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ReduceL1 Supported** Supported Not Supported Supported
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ReduceL2 Supported** Supported Not Supported Supported
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ReduceLogSum Supported** Supported Not Supported Supported
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ReduceLogSumExp Supported** Supported Not Supported Not Supported
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ReduceMax Supported** Supported Not Supported Supported
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ReduceMean Supported** Supported Not Supported Supported
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ReduceMin Supported** Supported Not Supported Supported
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ReduceL1 Supported** Supported Not Supported Supported
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ReduceL2 Supported** Supported Not Supported Supported
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ReduceLogSum Supported** Supported Not Supported Supported
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ReduceLogSumExp Supported** Supported Not Supported Not Supported
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ReduceMax Supported** Supported Not Supported Supported
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ReduceMean Supported** Supported Not Supported Supported
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ReduceMin Supported** Supported Not Supported Supported
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ReduceOr Supported** Supported Not Supported Supported****
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ReduceProd Supported** Supported Not Supported Supported
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ReduceSum Supported** Supported Not Supported Supported
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ReduceSumSquare Supported** Supported Not Supported Not Supported
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ReduceProd Supported** Supported Not Supported Supported
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ReduceSum Supported** Supported Not Supported Supported
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ReduceSumSquare Supported** Supported Not Supported Not Supported
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RegionYolo Supported** Supported Not Supported Supported****
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ReorgYolo Supported** Supported Not Supported Supported
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Resample Supported** Supported Not Supported Not Supported
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Reshape Supported*** Supported Supported Supported
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ReorgYolo Supported** Supported Not Supported Supported
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Resample Supported** Supported Not Supported Not Supported
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Reshape Supported*** Supported Supported Supported
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ReverseSequence Supported** Supported Not Supported Supported****
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RNN Supported Not Supported Not Supported Supported
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RNN Supported Not Supported Not Supported Supported
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ROIPooling Supported Supported* Not Supported Supported****
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ScaleShift Supported*** Supported Supported Not Supported
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ScatterUpdate Supported** Not Supported Not Supported Not Supported
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Select Supported Supported Not Supported Supported
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ScaleShift Supported*** Supported Supported Not Supported
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ScatterUpdate Supported** Not Supported Not Supported Not Supported
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Select Supported Supported Not Supported Supported
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Selu Supported** Supported Not Supported Supported****
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ShuffleChannels Supported** Supported Not Supported Supported
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Sign Supported** Supported Not Supported Supported
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Sin Supported** Supported Not Supported Supported
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ShuffleChannels Supported** Supported Not Supported Supported
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Sign Supported** Supported Not Supported Supported
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Sin Supported** Supported Not Supported Supported
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Sinh Supported** Supported Not Supported Supported****
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SimplerNMS Supported** Supported Not Supported Not Supported
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Slice Supported*** Supported Supported Not Supported
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SoftMax Supported*** Supported Not Supported Supported
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Softplus Supported** Supported Not Supported Supported
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Softsign Supported** Supported Supported Not Supported
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SpaceToDepth Supported** Not Supported Not Supported Supported*
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SpatialTransformer Supported** Not Supported Not Supported Not Supported
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Split Supported*** Supported Supported Supported
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Squeeze Supported** Supported Supported Supported
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StridedSlice Supported** Supported Not Supported Supported*
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SimplerNMS Supported** Supported Not Supported Not Supported
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Slice Supported*** Supported Supported Not Supported
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SoftMax Supported*** Supported Not Supported Supported
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Softplus Supported** Supported Not Supported Supported
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Softsign Supported** Supported Supported Not Supported
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SpaceToDepth Supported** Not Supported Not Supported Supported*
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SpatialTransformer Supported** Not Supported Not Supported Not Supported
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Split Supported*** Supported Supported Supported
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Squeeze Supported** Supported Supported Supported
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StridedSlice Supported** Supported Not Supported Supported*
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Tan Supported** Supported Not Supported Supported****
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TensorIterator Supported Not Supported Supported Supported
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Tile Supported*** Supported** Not Supported Supported
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TensorIterator Supported Not Supported Supported Supported
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Tile Supported*** Supported** Not Supported Supported
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TopK Supported** Supported Not Supported Supported****
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Unpooling Not Supported Supported Not Supported Not Supported
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Unsqueeze Supported** Supported Supported Supported
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Upsampling Not Supported Supported Not Supported Not Supported
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Unpooling Not Supported Supported Not Supported Not Supported
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Unsqueeze Supported** Supported Supported Supported
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Upsampling Not Supported Supported Not Supported Not Supported
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================================= =============== ============== ================ ==================
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| `*` - support is limited to the specific parameters. Refer to "Known Layer Limitations" section for the device :doc:`from the list of supported <openvino_docs_OV_UG_supported_plugins_Supported_Devices>`.
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| `*` - support is limited to the specific parameters.
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| `**` - support is implemented via :doc:`Extensibility mechanism <openvino_docs_Extensibility_UG_Intro>`.
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| `***` - supports NCDHW layout.
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| `****` - support is implemented via runtime reference.
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@ -241,13 +241,14 @@ OpenVINO™ Runtime
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* Introducing string tensor support for Python API.
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* Added support for the following:
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* Create ov.Tensor from Python lists
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* Create ov.Tensor from empty numpy arrays.
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* Constants from empty numpy arrays.
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* Autogenerated get/set methods for Node attributes.
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* Inference functions (``InferRequest.infer/start_async``, ``CompiledModel.__call__`` etc.) support OVDict as the input.
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* PILLOW interpolation modes bindings.
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(`PR #21188 <https://github.com/openvinotoolkit/openvino/pull/21188>`__ external contribution: @meetpatel0963)
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* PILLOW interpolation modes bindings. (`PR #21188 <https://github.com/openvinotoolkit/openvino/pull/21188>`__ external contribution: @meetpatel0963)
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* Torchvision to :doc:`OpenVINO preprocessing <openvino_docs_OV_UG_string_tensors>`
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converter documentation has been added to OpenVINO docs.
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File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
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@ -105,7 +105,6 @@
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<thead>
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<tr>
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<th class="table-dark" style="text-align: left; vertical-align: middle !important;">Entity</th>
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<th class="diagonal"><span class="th-devices">Devices</span><span class="th-sw-plugin">Plugins</span></th>
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{% for device in devices %}
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<th class="table-dark" colspan="2" style="text-align: center; vertical-align: middle !important;">{{ device }}</th>
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{% endfor %}
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@ -113,38 +112,35 @@
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</thead>
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<tbody style="text-align: center;">
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{% for test_type in api_info %}
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<td class="table-primary" style="text-align: left;" rowspan="{{ api_info[test_type].keys()|length + 1 }}" style="vertical-align: middle !important;">{{ test_type }}</td>
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{% for sw_plugin in sw_plugins %}
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<tr>
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<td style="text-align: left;">{{sw_plugin}}</td>
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{% for device in devices %}
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{% if device in api_info[test_type][sw_plugin] %}
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<td title="{{api_info[test_type][sw_plugin][device]['title']}}">
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<span>Total:</span>
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<span>{{ api_info[test_type][sw_plugin][device]['passrate'] }}</span>
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{% if api_info[test_type][sw_plugin][device]['diff'] > 0 %}
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(<span class="text-success font-weight-bold">+{{ api_info[test_type][sw_plugin][device]['diff'] }}</span>)
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{% elif api_info[test_type][sw_plugin][device]['diff'] < 0 %}
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(<span class="text-danger font-weight-bold">{{ api_info[test_type][sw_plugin][device]['diff'] }}</span>)
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{% endif %}
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%
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</td>
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<td title="{{api_info[test_type][sw_plugin][device]['rel_title']}}">
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<span>Rel:</span>
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<span>{{ api_info[test_type][sw_plugin][device]['rel_passrate'] }}</span>
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{% if api_info[test_type][sw_plugin][device]['rel_diff'] > 0 %}
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(<span class="text-success font-weight-bold">+{{ api_info[test_type][sw_plugin][device]['rel_diff'] }}</span>)
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{% elif api_info[test_type][sw_plugin][device]['rel_diff'] < 0 %}
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(<span class="text-danger font-weight-bold">{{ api_info[test_type][sw_plugin][device]['rel_diff'] }}</span>)
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{% endif %}
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%
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</td>
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{% else %}
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<td colspan="2" style="text-align: center;" title="API conformanace wasn't run on {{device}} {{sw_plugin}}">NOT RUN</td>
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{% endif %}
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{% endfor %}
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</tr>
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{% endfor %}
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<tr>
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<td class="table-primary" style="text-align: left;" style="vertical-align: middle !important;">{{ test_type }}</td>
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{% for device in devices %}
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{% if device in api_info[test_type] %}
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<td title="{{api_info[test_type][device]['title']}}">
|
||||
<span>Total:</span>
|
||||
<span>{{ api_info[test_type][device]['passrate'] }}</span>
|
||||
{% if api_info[test_type][device]['diff'] > 0 %}
|
||||
(<span class="text-success font-weight-bold">+{{ api_info[test_type][device]['diff'] }}</span>)
|
||||
{% elif api_info[test_type][device]['diff'] < 0 %}
|
||||
(<span class="text-danger font-weight-bold">{{ api_info[test_type][device]['diff'] }}</span>)
|
||||
{% endif %}
|
||||
%
|
||||
</td>
|
||||
<td title="{{api_info[test_type][device]['rel_title']}}">
|
||||
<span>Rel:</span>
|
||||
<span>{{ api_info[test_type][device]['rel_passrate'] }}</span>
|
||||
{% if api_info[test_type][device]['rel_diff'] > 0 %}
|
||||
(<span class="text-success font-weight-bold">+{{ api_info[test_type][device]['rel_diff'] }}</span>)
|
||||
{% elif api_info[test_type][device]['rel_diff'] < 0 %}
|
||||
(<span class="text-danger font-weight-bold">{{ api_info[test_type][device]['rel_diff'] }}</span>)
|
||||
{% endif %}
|
||||
%
|
||||
</td>
|
||||
{% else %}
|
||||
<td colspan="2" style="text-align: center;" title="API conformanace wasn't run on {{device}} {{sw_plugin}}">NOT RUN</td>
|
||||
{% endif %}
|
||||
{% endfor %}
|
||||
</tr>
|
||||
{% endfor %}
|
||||
</tbody>
|
||||
</table>
|
||||
|
|
@ -32,7 +32,7 @@
|
|||
<span><b>Passrates are based on relative weights each subgraphs! You can check absolute value in `General passrate` row!</b></span>
|
||||
</div>
|
||||
<div>
|
||||
<span><b>Relative Passrate could be from 0 to 200% now! Relative weight of operation is calculated once for current set of models, but there are more then one tests per model. </b></span>
|
||||
<span><b>Relative Passrate could be from 0 to 100% (Inference only)! Relative weight of operation is calculated once for current set of models, but there are more then one tests per model. </b></span>
|
||||
</div>
|
||||
<div>
|
||||
<span><b>Status:</b></span>
|
||||
|
|
@ -97,7 +97,7 @@
|
|||
<table class="table table-hover" id="report">
|
||||
<thead>
|
||||
<tr>
|
||||
<th class="table-dark" scope="col" style="position: sticky; top: 97px">Operation</th>
|
||||
<th class="table-dark" scope="col" style="position: sticky; top: 97px">Operation ({OpName}-{FirstOpsetNumberContainsOp})</th>
|
||||
{% for d in devices -%}
|
||||
<th class="table-dark device {{ d }}" style="position: sticky; top: 97px">{{ d }}</th>
|
||||
{% endfor %}
|
||||
|
|
@ -698,13 +698,6 @@ h2 {
|
|||
opacity: 0.5;
|
||||
}
|
||||
|
||||
.diagonal {
|
||||
position: relative;
|
||||
background: linear-gradient(to right top, #000000 0%,#000000 46.9%,#ffffff 47%,#ffffff 51%,#000000 51.1%,#000000 100%) !important;
|
||||
background-color: transparent;
|
||||
background-color: none !important;
|
||||
}
|
||||
|
||||
.th-sw-plugin {
|
||||
color: white;
|
||||
}
|
||||
Loading…
Reference in New Issue