Functions — github.com/KGrewal1/candle-optimisers

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Functions178 in github.com/KGrewal1/candle-optimisers

⨍ Functions 178◇ Types & classes 63

examples/mnist/main.rs:20

Functionmomentum_sgd_dampened_test

()

tests/esgd_tests.rs:281

Functionmomentum_sgd_decay_test

()

tests/esgd_tests.rs:221

Functionmomentum_sgd_test

()

tests/esgd_tests.rs:161

Functionmomentum_sgdw_decay_test

()

tests/esgd_tests.rs:413

Functionnadam_decoupled_weight_decay_test

()

tests/nadam_tests.rs:149

Functionnadam_test

()

tests/nadam_tests.rs:40

Functionnadam_weight_decay_test

()

tests/nadam_tests.rs:93

Functionnesterov_decay_sgd_test

()

tests/esgd_tests.rs:101

Functionnesterov_decay_sgdw_test

()

tests/esgd_tests.rs:445

Functionnesterov_sgd_test

()

tests/esgd_tests.rs:36

Methodnew

(vars: Vec<Var>)

benches/training.rs:23

Methodnew

(vars: Vec<Var>, params: ParamsRAdam)

src/radam.rs:102

Methodnew

(vs: Vec<Var>, params: Self::Config, model: &'a M)

src/lbfgs.rs:137

Methodnew

(vars: Vec<Var>, params: ParamsSGD)

src/esgd.rs:85

Methodnew

(vars: Vec<Var>, params: ParamsNAdam)

src/nadam.rs:100

Methodnew

(vars: Vec<Var>, params: ParamsAdaGrad)

src/adagrad.rs:88

Methodnew

(vars: Vec<Var>, params: ParamsAdaDelta)

(vars: Vec<Var>, params: ParamsAdaMax)

src/lbfgs/strong_wolfe.rs:439

Methodnew

()

tests/lbfgs_tests.rs:25

Methodnew

(vars: Vec<Var>, lr: f64)

examples/mnist/optim.rs:20

Methodnew

(vs: VarBuilder)

examples/mnist/models.rs:23

Functionradam_decoupled_weight_decay_test

()

tests/radam-tests.rs:125

Functionradam_test

()

tests/radam-tests.rs:40

Functionradam_weight_decay_test

()

tests/radam-tests.rs:93

Functionrmsprop_centered_decay_test

()

tests/rmsprop-tests.rs:202

Functionrmsprop_centered_momentum_decay_test

()

tests/rmsprop-tests.rs:429

Functionrmsprop_centered_momentum_test

()

tests/rmsprop-tests.rs:372

Functionrmsprop_centered_test

()

tests/rmsprop-tests.rs:146

Functionrmsprop_momentum_decay_test

()

tests/rmsprop-tests.rs:315

Functionrmsprop_momentum_test

()

tests/rmsprop-tests.rs:259

Functionrmsprop_test

()

tests/rmsprop-tests.rs:37

Functionrmsprop_weight_decay_test

()

tests/rmsprop-tests.rs:90

Functionrun_lbfgs_training

( m: &candle_datasets::vision::Dataset, )

benches/training.rs:182

Functionrun_training

( m: &candle_datasets::vision::Dataset, )

benches/training.rs:147

Functionsgd_decay_test

()

tests/esgd_tests.rs:345

Functionsgd_test

()

tests/esgd_tests.rs:313

Functionsgdw_decay_test

()

tests/esgd_tests.rs:381

Methodstep

(&mut self, grads: &candle_core::backprop::GradStore)

src/radam.rs:131

Methodstep

(&mut self, grads: &candle_core::backprop::GradStore)

src/esgd.rs:103

Methodstep

(&mut self, grads: &candle_core::backprop::GradStore)

src/nadam.rs:133

Methodstep

(&mut self, grads: &candle_core::backprop::GradStore)

src/adagrad.rs:114

Methodstep

(&mut self, grads: &candle_core::backprop::GradStore)

src/adadelta.rs:112

Methodstep

(&mut self, grads: &candle_core::backprop::GradStore)

src/rmsprop.rs:498

Methodstep

(&mut self, grads: &candle_core::backprop::GradStore)

src/adamax.rs:115

Methodstep

(&mut self, grads: &candle_core::backprop::GradStore)

src/adam.rs:379

Functiontraining_loop

( m: candle_datasets::vision::Dataset, args: &TrainingArgs, )

examples/mnist/training.rs:6

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