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doc: formatting and typos corrections
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@ -74,10 +74,10 @@ is specific to the model. Even models that target the same time of analysis
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encode analysis results in different ways.
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### Models Format Not Describing Inputs/Outputs Tensor Format
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With some models format the inputs/outputs tensors formats is not described. In
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With some models format the inputs/outputs tensors formats are not described. In
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this context it's the responsibility of the analytics pipeline to push input
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tensors with the correct format into the inference process. In this context
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inference element designer is left with to choices: supporting a model manifest
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inference element designer is left with two choices: supporting a model manifest
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where inputs/outputs are described or leaving the constraining/fixing
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inputs/outputs to analytics pipeline designer who can use caps filter to
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constrain inputs/outputs of the model.
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@ -106,8 +106,8 @@ is ready model specific. Since the tensor-decoder is by design specific to a
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model, no generality is lost by storing it the tensor-type-identifier.
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#### Tensor Datatype
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This is the primitive type used to store tensor-data. Like ```int8```,
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```float16```, ```float32,```, ...
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This is the primitive type used to store tensor-data. Like `int8`,
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`uint8`, `float16`, `float32`, ...
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#### Tensor Dimension Cardinality
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