2012-10-30 03:52:39 +00:00
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#ifndef cmRbm_h
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#define cmRbm_h
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#ifdef __cplusplus
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extern "C" {
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#endif
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2015-11-16 19:59:27 +00:00
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//( { file_desc:"Restricted Bolzmann Machine object." kw:[model] }
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2012-10-30 03:52:39 +00:00
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enum
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{
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kOkRbmRC = cmOkRC,
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kInvalidParmRbmRC,
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kStackFailRbmRC,
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kMonitorWrFailRbmRC
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};
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typedef cmHandle_t cmRbmH_t;
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typedef cmRC_t cmRbmRC_t;
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extern cmRbmH_t cmRbmNullHandle;
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cmRbmRC_t cmRbmAllocate( cmCtx_t* ctx, cmRbmH_t* hp, const unsigned nodesPerLayer[], unsigned layerCnt );
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cmRbmRC_t cmRbmFree( cmRbmH_t* hp );
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bool cmRbmIsValid( cmRbmH_t h );
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cmRbmRC_t cmRbmConfigure( cmRbmH_t h, const unsigned nodesPerLayerV[], unsigned layerCnt );
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typedef struct
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{
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double maxX;
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double minX;
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double initW;
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double eta; // learning rate
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double holdOutFrac;
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unsigned epochCnt;
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unsigned batchCnt;
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double momentum;
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} cmRbmTrainParms_t;
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void cmRbmBinaryTest(cmCtx_t* ctx);
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2015-11-16 19:59:27 +00:00
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//)
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2012-10-30 03:52:39 +00:00
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#ifdef __cplusplus
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}
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#endif
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#endif
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