Comments (8)
We need to check it with @psyhtest - we thought to keep program names as they are now (unless we update all docs), and maybe create a separate repo for image classification ... Not sure yet what is the best ... The problem is that name "benchmark" is over-abused and doesn't tell much about what the program does ...
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OK, agree. May be it was too hasty suggestion. "benchmark" is quite common word, but these programs do just classification.
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We have agreed to adopt the following convention: <task>-<model>-<framework>
for a model-specific program and <task>-<framework>
for a model-agnostic one (similar to TDB), where <task>
is "image classification".
So how about:
classification-tensorflow
->image-classification-tf-py
classification-tensorflow-cpp
->image-classification-tf-cpp
classification-tflite-cpp
->image-classification-tflite
(istflite
cpp-only?)
Similarly, we would use e.g. image-classification-mobilenets-armcl-opencl
from ck-tensorflow.
is tflite cpp-only?
It seems to be.
There is some lite.py
module in tflite dir, but I'm not sure if it is TFLite API. It says "TensorFlow Lite tooling helper functionality" and refers primary to some toco
that should mean 'TensorFlow optimized converter'
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Here is the renaming: #69
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We should update at least the following references:
- https://github.com/dividiti/ck-request-asplos18-mobilenets-armcl-opencl/blob/master/script/mobilenets-tensorflow/benchmark.py#L72
- https://github.com/dividiti/ck-request-asplos18-mobilenets-armcl-opencl#make-a-sample-run
- ARM-software/ComputeLibrary#431
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There are more references corrected here #71
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If this is done, we should close it ...
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Related Issues (20)
- TFLite 1.13.1 installation fails on Ubuntu 18.04 HOT 4
- Building TFLite 1.13.1 fails due to dlsym linking error HOT 3
- Compiling program:image-classification-tflite for Android with Clang fails HOT 3
- Building package:lib-tensorflow-1.x.y-src-static for Android fails for x > 10 HOT 9
- HTTPError: 404 Client Error: Not Found for tensorflow-1.12.0-cp37-cp37m-linux_x86_64.whl HOT 3
- Building package:lib-tensorflow-1.11.0-src-cuda-xla fails. HOT 5
- Create package:lib-tflite HOT 1
- scipy, numpy and other modules in pre/post processing scripts
- ck-tensorflow/program/image-classification-tf-py/classify.py is not executable. HOT 4
- Patch TensorFlow_CC 1.8.0 similar to TensorFlow 1.8.0 for aarch64 platforms HOT 4
- TensorFlow package with support of OpenCL (SYCL) HOT 10
- image-classification-tf-py imports natively installed TensorFlow module instead of presented in package HOT 7
- TensorFlow dependencies HOT 9
- Prebuilt TensorFlow requires system protobuf HOT 1
- tf lite armeabi version is much slower than the nightly aar HOT 2
- TF-Lite GPU benchmark results? HOT 16
- There is no object-detection for TFLite HOT 2
- Tensorflow 1.10.1 issue with python2 HOT 6
- Create Docker image with stable CK for CK+TF+MLPerf HOT 20
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