| activation_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| activation_backward_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| activation_forward_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| ActivationBackwardFn typedef | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| ActivationBase typedef | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| activationChildName() const | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlineprivate |
| ActivationForwardFn typedef | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| addActivation(const std::string &suffix) | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlineprivate |
| addComponent(ComponentPtr component) | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inline |
| addLinear(const std::string &suffix, dim_t in_features, dim_t out_features) | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlineprivate |
| backward(const TensorType &input, const TensorType &output_grad) | Mila::Dnn::MLP< TDeviceType, TPrecision > | inline |
| build(const BuildContext &context) final | Mila::Dnn::Component< TDeviceType, TPrecision > | inlinevirtual |
| build_context_ | Mila::Dnn::Component< TDeviceType, TPrecision > | protected |
| built_ | Mila::Dnn::Component< TDeviceType, TPrecision > | private |
| cached_hidden_shape_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| cached_input_shape_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| child_component_map_ | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | private |
| child_components_ | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | private |
| childCount() const noexcept | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inline |
| clearComponents() | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inline |
| clearForwardCache() noexcept | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlineprivate |
| Component(const std::string &name) | Mila::Dnn::Component< TDeviceType, TPrecision > | inlineexplicit |
| ComponentBase typedef | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | |
| ComponentPtr typedef | Mila::Dnn::MLP< TDeviceType, TPrecision > | |
| CompositeComponent(const std::string &name) | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inlineexplicit |
| CompositeComponent(const CompositeComponent &)=delete | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | |
| CompositeComponent(CompositeComponent &&) noexcept=default | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | |
| CompositeComponentBase typedef | Mila::Dnn::MLP< TDeviceType, TPrecision > | |
| config_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| createGraph() | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlineprivate |
| decode(const TensorType &input) const | Mila::Dnn::MLP< TDeviceType, TPrecision > | inline |
| ensureBuilt(const char *method) const | Mila::Dnn::Component< TDeviceType, TPrecision > | inlineprivate |
| exec_context_ | Mila::Dnn::Component< TDeviceType, TPrecision > | private |
| fc1_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| fc2_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| findComponent(const std::string &path) const | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inline |
| forward(const TensorType &input) | Mila::Dnn::MLP< TDeviceType, TPrecision > | inline |
| GeluType typedef | Mila::Dnn::MLP< TDeviceType, TPrecision > | |
| getComponent(const std::string &name) const | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inline |
| getComponentAs(const std::string &name) const | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inlineprotected |
| getComponents() const | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inline |
| getDeviceId() const override | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inlinevirtual |
| getDeviceType() | Mila::Dnn::Component< TDeviceType, TPrecision > | inlinestatic |
| getExecutionContext() const | Mila::Dnn::Component< TDeviceType, TPrecision > | inlineprotected |
| getGradients() const override | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inlinevirtual |
| getMemoryStats() const override | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlinevirtual |
| getName() const | Mila::Dnn::Component< TDeviceType, TPrecision > | inline |
| getParameterNames() const | Mila::Dnn::Component< TDeviceType, TPrecision > | inlinevirtual |
| getParameters() const override | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inlinevirtual |
| getPrecision() noexcept | Mila::Dnn::Component< TDeviceType, TPrecision > | inlinestatic |
| getRuntimeMode() const noexcept | Mila::Dnn::Component< TDeviceType, TPrecision > | inline |
| getTrainingMode() const noexcept | Mila::Dnn::Component< TDeviceType, TPrecision > | inline |
| getType() const override | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlinevirtual |
| hasChildren() const noexcept | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inline |
| hasComponent(const std::string &name) const | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inline |
| hasExecutionContext() const noexcept | Mila::Dnn::Component< TDeviceType, TPrecision > | inlineprotected |
| isBuilt() const final | Mila::Dnn::Component< TDeviceType, TPrecision > | inlinevirtual |
| isIdentifier(const std::string &s) noexcept | Mila::Dnn::Component< TDeviceType, TPrecision > | inlineprivatestatic |
| isInferenceMode() const noexcept | Mila::Dnn::Component< TDeviceType, TPrecision > | inline |
| isTrainingMode() const noexcept | Mila::Dnn::Component< TDeviceType, TPrecision > | inline |
| last_act_out_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| last_fc1_out_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| last_final_out_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| LayerNormType typedef | Mila::Dnn::MLP< TDeviceType, TPrecision > | |
| LinearType typedef | Mila::Dnn::MLP< TDeviceType, TPrecision > | |
| loadParameter(const std::string &name, const Serialization::ITensorBlob &blob) | Mila::Dnn::Component< TDeviceType, TPrecision > | inlinevirtual |
| loadParameterFromBlob(const std::string ¶m_name, const Serialization::ITensorBlob &blob, Tensor< TParameterPrecision, TMemoryResource > &target, const shape_t &expected_shape) | Mila::Dnn::Component< TDeviceType, TPrecision > | inlineprotected |
| MLP(const std::string &name, const MLPConfig &config, std::optional< DeviceId > device_id=std::nullopt) | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlineexplicit |
| MR typedef | Mila::Dnn::MLP< TDeviceType, TPrecision > | |
| name_ | Mila::Dnn::Component< TDeviceType, TPrecision > | private |
| onBuilding(const BuildContext &context) override | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlineprotectedvirtual |
| onExecutionContextSet() override | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inlineprotectedvirtual |
| onTrainingModeChanging(TrainingMode training_mode) override | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlineprotectedvirtual |
| operator=(const CompositeComponent &)=delete | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | |
| operator=(CompositeComponent &&) noexcept=default | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | |
| optimize() | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inlineprotectedvirtual |
| owned_exec_context_ | Mila::Dnn::MLP< TDeviceType, TPrecision > | private |
| parameterCount() const override | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inlinevirtual |
| removeComponent(const std::string &name) | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inline |
| save_(ModelArchive &archive, SerializationMode mode) const override | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlinevirtual |
| setExecutionContext(IExecutionContext *context) | Mila::Dnn::Component< TDeviceType, TPrecision > | inlineprotected |
| setTrainingMode(TrainingMode mode) | Mila::Dnn::Component< TDeviceType, TPrecision > | inline |
| SwigluType typedef | Mila::Dnn::MLP< TDeviceType, TPrecision > | |
| synchronize() override | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inlinevirtual |
| TensorType typedef | Mila::Dnn::MLP< TDeviceType, TPrecision > | |
| toString() const override | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlinevirtual |
| training_mode_ | Mila::Dnn::Component< TDeviceType, TPrecision > | private |
| training_mode_mutex_ | Mila::Dnn::Component< TDeviceType, TPrecision > | private |
| tryFindComponent(const std::string &path) const | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | inline |
| validateInputShape(const shape_t &input_shape) const | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlineprivate |
| validateName(const std::string &name) | Mila::Dnn::Component< TDeviceType, TPrecision > | inlineprivatestatic |
| zeroGradients() override | Mila::Dnn::MLP< TDeviceType, TPrecision > | inlinevirtual |
| ~Component()=default | Mila::Dnn::Component< TDeviceType, TPrecision > | virtual |
| ~CompositeComponent()=default | Mila::Dnn::CompositeComponent< TDeviceType, TPrecision > | virtual |
| ~MLP() override=default | Mila::Dnn::MLP< TDeviceType, TPrecision > | |
1.15.0