| 43 | REGISTER_TENSORRT_PLUGIN(EmbLayerNormPluginDynamicCreator); |
| 44 | |
| 45 | EmbLayerNormPluginDynamic::EmbLayerNormPluginDynamic(std::string const& name, DataType const type, |
| 46 | DataType const mhaType, Weights const& beta, Weights const& gamma, Weights const& wordEmb, Weights const& posEmb, |
| 47 | Weights const& tokEmb, bool const useFullMask) |
| 48 | : mLayerName(name) |
| 49 | , mLd(beta.count) |
| 50 | , mType(type) |
| 51 | , mUseFullMask(useFullMask) |
| 52 | , mMhaType(mhaType) |
| 53 | { |
| 54 | // Assuming Weights.count is the number of elements and not bytes |
| 55 | PLUGIN_VALIDATE(beta.count == gamma.count); |
| 56 | PLUGIN_VALIDATE(mLd > 0U); |
| 57 | PLUGIN_VALIDATE(wordEmb.count % mLd == 0); |
| 58 | PLUGIN_VALIDATE(posEmb.count % mLd == 0); |
| 59 | PLUGIN_VALIDATE(tokEmb.count % mLd == 0); |
| 60 | mWordVocabSize = wordEmb.count / mLd; |
| 61 | mPosVocabSize = posEmb.count / mLd; |
| 62 | mTokVocabSize = tokEmb.count / mLd; |
| 63 | mSM = getSMVersion(); |
| 64 | // mS is set during configure |
| 65 | |
| 66 | mBeta.convertAndCopy(beta, nvinfer1::DataType::kFLOAT); |
| 67 | mGamma.convertAndCopy(gamma, nvinfer1::DataType::kFLOAT); |
| 68 | mWordEmb.convertAndCopy(wordEmb, mType); |
| 69 | mTokEmb.convertAndCopy(tokEmb, mType); |
| 70 | mPosEmb.convertAndCopy(posEmb, mType); |
| 71 | |
| 72 | copyToDevice(mGamma, sizeof(float) * mGamma.count, mGammaDev); |
| 73 | copyToDevice(mBeta, sizeof(float) * mBeta.count, mBetaDev); |
| 74 | copyToDevice(mWordEmb, getWeightsSize(mWordEmb, mType), mWordEmbDev); |
| 75 | copyToDevice(mPosEmb, getWeightsSize(mPosEmb, mType), mPosEmbDev); |
| 76 | copyToDevice(mTokEmb, getWeightsSize(mTokEmb, mType), mTokEmbDev); |
| 77 | } |
| 78 | |
| 79 | EmbLayerNormPluginDynamic::EmbLayerNormPluginDynamic(std::string const& name, void const* data, size_t length) |
| 80 | : mLayerName(name) |
nothing calls this directly
no test coverage detected