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Ethon Lin

Ethon Lin

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Ethon Lin
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Member, ModeratorsKL520, ModeratorsKL720, ModeratorsAIModel

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  • The mode = 0 for dme_inference means serial mode, in serial mode, just use the api "kdp_dme_retrieve_res" with the pointer "inf_res" to get the inference result if the return value of inference "_ret" is 0. e.g. api.kdp…
  • https://www.kneron.com/forum/discussion/comment/18#Comment_18 The radix setting in input_params.json is just for simulator which is a software simulating function of Toolchain. To set the radix = 7 in actual NPU inference, you should add the action…
  • https://www.kneron.com/forum/discussion/comment/15#Comment_15 Sorry for the confusion. With the radix = 0 and there is a prefix layer BatchNormalization in your model, there are some correspond conditions you should modify before model inference wit…
  • Here are constraints of dongle KL520 a. Flash size: 32MB, model should be smaller than 120MB so could be compressed to under 30MB in fixed-point structure. b. Supported operators: please refer to the chapter2.3 in the document center http://doc.kner…
  • https://www.kneron.com/forum/discussion/comment/12#Comment_12 That's because the NPU is based on a int8 structure, if the input data is over the boundary of int8, it will make some error inside the NPU. For the tensorflow preprocess (-1~1), to chang…
  • The warning message < [common][warning][operation_node_gen.cc:640][AddReformatPrefix] Input format in configrgba8 is RGBA but does not match format of first layerseq8, add identical prefix conv node to handle > was shown due to the operator &…
  • Here is the document of toolchain, please install docker and you can pull the toolchain image. http://doc.kneron.com/docs/#manual_520/