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What kind of benchmarks were you looking for? Benchmarks with respect to speed or MNIST results? For MNIST, using the DNN example, Hebel gets results that are in line with reported results on the MNIST homepage [1] for similar models (pure Neural nets with cross-entropy error and no distortions etc), which is about 1.3% error.

There are some unit tests in Hebel though [2], even though coverage is not complete.

[1] http://yann.lecun.com/exdb/mnist/ [2] https://github.com/hannes-brt/hebel/blob/master/hebel_test.p...




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