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[res] Add TFLiteRecipe for dynamic shape Quantize #14129

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Sep 30, 2024
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[res] Add TFLiteRecipe for dynamic shape Quantize #14129

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21 changes: 21 additions & 0 deletions res/TensorFlowLiteRecipes/Inf_Quantize_000/test.recipe
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Original file line number Diff line number Diff line change
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# quantize with dynamic shape
operand {
name: "ifm"
type: FLOAT32
shape { dim: 4 dim: 1 }
shape_signature { dim: 4 dim: -1 }
}
operand {
name: "ofm"
type: UINT8
shape { dim: 4 dim: 1 }
shape_signature { dim: 4 dim: -1 }
quant { min: 0 max: 255 scale: 1.0 zero_point: 0 }
}
operation {
type: "Quantize"
input: "ifm"
output: "ofm"
}
input: "ifm"
output: "ofm"
5 changes: 5 additions & 0 deletions res/TensorFlowLiteRecipes/Inf_Quantize_000/test.rule
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# To check if dynamic shape properly infered

RULE "VERIFY_FILE_FORMAT" $(verify_file_format) '=' 1

RULE "RANGE_SHAPE" $(tensor_shape ofm) '=' [4,-1]