![]() SDK: Added missing documentation files for snpe-quantization-checker. SNPE Core: Enabled logging in Op validation. Snpe-net-run: Added new flag –userbuffer_auto to automatically detect and use the right buffer type based on tensor data type in the model Tools: New tools - snpe-architecture-checker & snpe-quantization-checker are added. HTP: solve vtcm overflow for transposeconv2d layer whose groups > 1, in depth= out depth, padding =0 and groups != in depth. Tools: Tensorflow Converter: Fixed issues with per-channel quantization of weights: set is_symmetric = true by default, added param "axis" and "is_symmetric" into weight encodings info. Tools: snpe-dlc-quant: Fixed abnormal DLC size increase when axis quantization is used. Tools: snpe-throughput-net-run - capturing the status of lost thread in the result summary. Tools: Added new flag –userbuffer_auto in snpe-parallel-run to automatically detect and use the right buffer type based on tensor data type in the model.ĭocumentation: SNPE1 to SNPE2 migration guide is added. Tools: Added new options for snpe-net-run and snpe-parallel-run –use_native_input_files and –use_native_output_files to support inputs in their native format as opposed to default float32 format. Tools: onnx converter: support conv's input data is Initializer.ĭSP: Improve execute time of dynamic depthwise convolution with uint8 weights.Ĭore: Added error handling based on buffer data size in execute(). Tools: Converters: Fixed a bug in the optimization that merges Matmul + Reshape + Add to FC Op that would incorrectly insert the FC Op before the Constant Bias Op. Tool:ONNX Converter: Fixed TransposeOp input axis format NT issue. HTP: solve vtcm overflow issue happened when change data layout: from uint8 flat to uint8 crouton in tcm. Tools: Converters: Onnx: Added support for Sign. Tools: snpe-dlc-graph-prepare fix benign error message during offline prepare for v68 based SoC s (–htp_socs sm8350, sm7350 etc) Tools: ONNX converter: Added support for NonMaxSuppression op. SNPE AIP: Fixed perf profile setting for multithread scenario.Ĭore: Added new C API Snpe_SNPE_GetInputDimensionsOfFirstTensor() to facilitate retrieving Input dimension without Input tensor name. Tools: Fix the converter issue for GRU op. Tools: Converters: Added a new optimization sequence to squash BatchNorm into Full圜onnected. Tools: snpe-throughput-net-run now supports –userbuffer_auto option (similar to snpe-net-run) for automatic IO tensor data type detection. Note: Bans will not be reversed if the post/comment in question has been deleted from your history.GPU Runtime: Support Pack operation with 1 input.Ĭore: Updated C API documentation for ITensor/Userbuffer creation indicating data size.Ĭore: setLogLevel() API hooked up to the runtimes for updating logging level after creating logger handle. You may appeal this initial ban by messaging the moderators and agreeing not to break the rules again. Note that moderators will use their own discretion to remove any post that they believe is low-quality or not considered a LPT.īans are given out immediately and serve as a warning. Posts or comments that troll and/or do not substantially contribute to the discussion may be removed.Do not post tips that are advertisements or recommendations of products or services.Do not post tips in reaction to other posts.Posts concerning the following are not allowed: religion, politics, relationships, law and legislation, parenting, driving, medicine or hygiene (including mental health).Do not post tips that are based on spurious, unsubstantiated, or anecdotal claims.Do not post tips that could be considered common sense, common courtesy, unethical, or illegal.The tip and the problem it solves must be explained thoroughly. Posts must begin with "LPT" or "LPT Request” and be flaired.No rude, offensive, racist, homophobic, sexist, aggressive or hateful posts/comments."No snowflake in an avalanche ever feels responsible." Keep in mind that an aphorism is not a LPT.Īn aphorism is a a short clever saying that is intended to express a general truth or a concise statement of a principle. “A marriage proposal should not come as a big surprise, despite what you may have seen in the movies.” “Always be prepared to leave your employer because they are prepared to leave you.” Advice is offering someone guidance or offering someone a recommendation. Keep in mind that giving someone advice is not the same as giving someone a LPT. A Life Pro Tip (or an LPT) is a specific action with definitive results that improves life for you and those around you in a specific and significant way.
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