README
¶
Downloading pretrained models
Download the models from: https://www.hashtron.cloud/dl/classifier_models_v0.1/. The largest models have 2MB.
wget https://www.hashtron.cloud/dl/classifier_models_v0.1/infer_mnist.78.json.t.zlib -O train_mnist/output.78.json.t.zlib
wget https://www.hashtron.cloud/dl/classifier_models_v0.1/infer_is_virus.100.json.t.zlib -O train_is_virus/output.100.json.t.zlib
wget https://www.hashtron.cloud/dl/classifier_models_v0.1/infer_is_alnum.100.json.t.zlib -O train_is_alnum/output.100.json.t.zlib
wget https://www.hashtron.cloud/dl/classifier_models_v0.1/infer_squareroot.100.json.t.zlib -O train_squareroot/output.100.json.t.zlib
Running the models
Compile the inference
for dir in infer_*; do
cd $dir
go build
cd ..
done
Run the inference
./infer_mnist/infer_mnist --resume --dstmodel train_mnist/output.78.json.t.zlib
./infer_is_virus/infer_is_virus --resume --dstmodel train_is_virus/output.100.json.t.zlib
./infer_is_alnum/infer_is_alnum --resume --dstmodel train_is_alnum/output.100.json.t.zlib
./infer_squareroot/infer_squareroot --resume --dstmodel train_squareroot/output.100.json.t.zlib
Training yourself (optional)
Compile the training
for dir in train_*; do
cd $dir
go build
cd ..
done
Run training
./train_mnist/train_mnist
./train_is_virus/train_is_virus
./train_is_alnum/train_is_alnum
./train_squareroot/train_squareroot
Documentation
Source Files
Directories
¶
| Path | Synopsis |
|---|---|
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Package main provides a demo program for running inference with a trained alphanumeric character classifier.
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Package main provides a demo program for running inference with a trained alphanumeric character classifier. |
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Package main provides a demo program for running inference with a trained virus detection classifier.
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Package main provides a demo program for running inference with a trained virus detection classifier. |
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Package main provides a demo program for running inference with a trained MNIST digit classifier.
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Package main provides a demo program for running inference with a trained MNIST digit classifier. |
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Package main provides a demo program for running inference with a trained square root approximation network.
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Package main provides a demo program for running inference with a trained square root approximation network. |
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Package main provides a demo program for training an alphanumeric character classifier.
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Package main provides a demo program for training an alphanumeric character classifier. |
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Package main provides a demo program for training a virus detection classifier using TLSH file hashes.
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Package main provides a demo program for training a virus detection classifier using TLSH file hashes. |
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Package main provides a demo program for training a handwritten digit classifier on the MNIST dataset.
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Package main provides a demo program for training a handwritten digit classifier on the MNIST dataset. |
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Package main provides a demo program for training a multi-language grapheme-to-phoneme (G2P) converter.
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Package main provides a demo program for training a multi-language grapheme-to-phoneme (G2P) converter. |
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Package main provides a demo program for training an utterance-level grapheme-to-phoneme (G2P) converter.
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Package main provides a demo program for training an utterance-level grapheme-to-phoneme (G2P) converter. |
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Package main provides a demo program for training a speech commands classifier.
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Package main provides a demo program for training a speech commands classifier. |
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Package main provides a demo program for training a square root approximation network.
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Package main provides a demo program for training a square root approximation network. |
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