append loadables cifar10

resnet18-cifar10-caffe/Readme.md

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+Compile:
+
+```bash
+./nvdla_compiler --prototxt resnet18-cifar10-caffe/deploy.prototxt --caffemodel resnet18-cifar10-caffe/resnet-18.caffemodel --cprecision int8 --calibtable resnet18-cifar10-caffe/resnet18.cifar10.fixed.json --quantizationMode per-kernel
+```
+
+**Notice: 经过实验，这里用per-kernel。如果使用per-filter, runtime无论给什么输入输出都是一样的。**
+
+Runtime:
+
+```bash
+./nvdla_runtime --loadable fast-math.nvdla --image resnet18-cifar10-caffe/I
+mage/175_4.jpg  --rawdump
+# Output
+Work Found!
+Work Done
+Shutdown signal received, exiting
+Test pass
+# cat output.dimg 
+0 0 0 0 126 0 0 0 0 0
+```
+
+```bash
+./nvdla_runtime --loadable cifar10-int8.nvdla --image resnet18-cifar10-caffe/I
+mage/cat_32.jpg       --rawdump
+# Output
+Work Found!
+Work Done
+Shutdown signal received, exiting
+Test pass
+# cat output.dimg 
+0 0 24 92 8 0 0 0 0 0 
+```
+

resnet18-cifar10-caffe/cifar10/batches.meta.txt

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+airplane
+automobile
+bird
+cat
+deer
+dog
+frog
+horse
+ship
+truck
+

resnet18-cifar10-caffe/cifar10/get_cifar10.sh

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+#!/usr/bin/env sh
+# This scripts downloads the CIFAR10 (binary version) data and unzips it.
+
+DIR="$( cd "$(dirname "$0")" ; pwd -P )"
+cd "$DIR"
+
+echo "Downloading..."
+
+wget --no-check-certificate http://www.cs.toronto.edu/~kriz/cifar-10-binary.tar.gz
+
+echo "Unzipping..."
+
+tar -xf cifar-10-binary.tar.gz && rm -f cifar-10-binary.tar.gz
+mv cifar-10-batches-bin/* . && rm -rf cifar-10-batches-bin
+
+# Creation is split out because leveldb sometimes causes segfault
+# and needs to be re-created.
+
+echo "Done."

resnet18-cifar10-caffe/cifar10/readme.html

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+<meta HTTP-EQUIV="REFRESH" content="0; url=http://www.cs.toronto.edu/~kriz/cifar.html">