[QNN EP] Add provider option to offload graph I/O quantization/dequantization to the CPU EP #22436
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…ntization to the CPU EP
HectorSVC
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Oct 16, 2024
adrianlizarraga
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adrianlizarraga
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HectorSVC
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jywu-msft
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Oct 16, 2024
guschmue
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Oct 18, 2024
…tization to the CPU EP (#22436) ### Description Adds QNN provider option `offload_graph_io_quantization` to offload graph input quantization and graph output dequantization to the CPU EP. Option is disabled by default to maintain current behavior. ### Motivation and Context Offloading the handling of I/O quantization to the CPU EP significantly improves inference latency for many models.
apsonawane
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Oct 21, 2024
…tization to the CPU EP (#22436) ### Description Adds QNN provider option `offload_graph_io_quantization` to offload graph input quantization and graph output dequantization to the CPU EP. Option is disabled by default to maintain current behavior. ### Motivation and Context Offloading the handling of I/O quantization to the CPU EP significantly improves inference latency for many models.
ishwar-raut1
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Nov 19, 2024
…tization to the CPU EP (microsoft#22436) ### Description Adds QNN provider option `offload_graph_io_quantization` to offload graph input quantization and graph output dequantization to the CPU EP. Option is disabled by default to maintain current behavior. ### Motivation and Context Offloading the handling of I/O quantization to the CPU EP significantly improves inference latency for many models.
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Description
Adds QNN provider option
offload_graph_io_quantizationto offload graph input quantization and graph output dequantization to the CPU EP. Option is disabled by default to maintain current behavior.Motivation and Context
Offloading the handling of I/O quantization to the CPU EP significantly improves inference latency for many models.