60 lines
924 B
C++
60 lines
924 B
C++
//| Copyright: (C) 2020-2024 Kevin Larke <contact AT larke DOT org>
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//| License: GNU GPL version 3.0 or above. See the accompanying LICENSE file.
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#ifndef cwNN_H
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#define cwNN_H
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namespace cw
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{
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namespace nn
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{
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typedef handle<struct nn_str> handle_t;
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enum
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{
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kSigmoidActId,
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kReluActId
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};
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enum
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{
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kInputLayerTId,
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kDenseLayerTId,
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kConv1DConvTId
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};
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enum
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{
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kZeroInitId,
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kUniformInitId,
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kNormalInitId
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};
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typedef struct train_args_str
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{
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unsigned epochN;
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unsigned batchN;
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double eta;
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double lambda;
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} train_args_t;
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rc_t create( handle_t& h, const object_t& cfg );
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rc_t destroy( handle_t& h );
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rc_t train( handle_t h, dataset::handle_t dsH, const train_args_t& args );
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rc_t test( handle_t h, dataset::handle_t dsH );
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rc_t test( const char* mnistDir );
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}
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}
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#endif
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