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authorChunseok Lee <chunseok.lee@samsung.com>2022-09-07 19:04:21 +0900
committerChunseok Lee <chunseok.lee@samsung.com>2022-09-07 19:04:21 +0900
commitc690d52bdd137ed6a17353aa7af35e8141ece77b (patch)
treedbb7dd99133132dfbffcb8c9e9af4f1ffc2f4808 /docs/release
parent3ad689f0803519e343c36d5700646e86059df961 (diff)
downloadnnfw-tizen_7.0_hotfix.tar.gz
nnfw-tizen_7.0_hotfix.tar.bz2
nnfw-tizen_7.0_hotfix.zip
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-rw-r--r--docs/release/1.20/index.rst13
-rw-r--r--docs/release/1.20/release-note-1.20.0.md34
-rw-r--r--docs/release/1.21/index.rst13
-rw-r--r--docs/release/1.21/release-note_1.21.0.md35
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diff --git a/docs/release/1.20/index.rst b/docs/release/1.20/index.rst
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+.. ONE documentation master file, created by
+ sphinx-quickstart on Tue Apr 26 10:18:12 2022.
+ You can adapt this file completely to your liking, but it should at least
+ contain the root `toctree` directive.
+
+1.20
+====
+
+.. toctree::
+ :maxdepth: 2
+ :caption: Contents:
+
+ ./release-note-1.20.0.md
diff --git a/docs/release/1.20/release-note-1.20.0.md b/docs/release/1.20/release-note-1.20.0.md
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+# Release Note 1.20.0
+
+## ONE Compiler
+
+### Compiler Frontend
+
+- luci-interpreter supports multiple kernels with PAL layer including Cortext-M
+- luci-interpreter supports integer tensor for partly kernels
+- luci import support constant without coping to reduce memory for luci-interpreter
+- Reduce duplicate codes to package released modules
+- Limited support for ONNX LSTM/RNN unrolling while importing
+- Limited support for ARM32 cross build
+- Support new operator: SVDF
+- New virtual CircleVariable to support tensor with variable
+- Support quantization of BatchMatMul Op
+- Support mixed(UINT8 + INT16) quantization
+- Support backward propagation of quantization parameters
+- Upgrade default python to version 3.8
+- Support TensorFlow 2.8.0, ONNX-TF 1.10.0, ONNX 1.11.0
+- Upgrade circle schema to follow tflite schema v3b
+- Refactor to mio-tflite280, mio-circle04 with version and helpers methods
+- Use one flatbuffers 2.0 version
+- Drop support for TensorFlow 1.x
+- Fix for several bugs, performance enhancements, and typos
+
+## ONE Runtime
+
+### Introduce TRIX backend
+- TRIX backend supports trix binary with NHWC layout
+- TRIX backend supports trix binary with input/output of Q8 and Q16 type
+
+### API supports new data type
+- Symmetric Quantized int16 type named "NNFW_TYPE_TENSOR_QUANT16_SYMM_SIGNED"
+
diff --git a/docs/release/1.21/index.rst b/docs/release/1.21/index.rst
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--- /dev/null
+++ b/docs/release/1.21/index.rst
@@ -0,0 +1,13 @@
+.. ONE documentation master file, created by
+ sphinx-quickstart on Wed Sep 06 12:18:12 2022.
+ You can adapt this file completely to your liking, but it should at least
+ contain the root `toctree` directive.
+
+1.21
+====
+
+.. toctree::
+ :maxdepth: 2
+ :caption: Contents:
+
+ ./release-note-1.21.0.md
diff --git a/docs/release/1.21/release-note_1.21.0.md b/docs/release/1.21/release-note_1.21.0.md
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+# Release Note 1.21.0
+
+## ONE Compiler
+
+- Support unrolling of LSTM and RNN Ops in `one-import-onnx` tool
+- Introduced new tools `one-infer`, `circle-operator`, `circle-interpreter`
+- Introduced `Workflow`(WIP) in `one-cmds`
+- New option `quant_config` in `one-quantize`
+- New option `fake_quantize` in `one-quantize`
+- More Ops supported: Densify
+- More Ops for quantization: ReduceMax
+- More Ops for mixed-precision quantization (MPQ): LeakyRelu, Neg, Relu6, Squeeze
+- More Ops for `convert_nchw_to_nhwc` option: LogSoftmax, ReduceMax, SplitV, Softmax
+- New optimization options in `one-optimize`: `replace_non_const_fc_with_bmm`, `resolve_customop_splitv`, `fold_densify`
+- Improved reshape elimination in `convert_nchw_to_nhwc` option.
+- Support fusion of Channel-wise Add + Relu with TConv
+- Support negative axis in ArgMin/Max
+- Show errors for unrecognized options in `one-optimize`
+- Fix shape inference for `StridedSlice`
+- Fix FuseBatchNormWithTConvPass to support TConv with bias
+- Deprecate `--O1` option in `circle2circle`
+- Support gcc-11
+- Support limited Float16 for kernels constants with dequantization to Float32
+
+## ONE Runtime
+
+### Basic Multimodel nnpackage
+- Runtime supports to run nnpackage with two models
+
+### Channel Wise Quantization on Conv2D and Depthwise Conv2D
+- Conv2D and Depthwise Conv2D supports per-channel quantization of uint8 type.
+
+### Batch Execution with TRIX backend
+- TRIX backend supports batch execution which run in parallel with multicore
+