MXNet.Core.Base.Internal.TH.Symbol

Functions about Symbol that generated by template haskell.

Documentation

zeros_like :: String -> SymbolHandle -> IO SymbolHandle

Register symbol operators.

trunc :: String -> SymbolHandle -> IO SymbolHandle

transpose :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axes" String) '[])) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

topk :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) ((:) ((:=) "k" Int) ((:) ((:=) "ret_typ" String) ((:) ((:=) "is_ascend" Bool) '[]))))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

tile :: String -> SymbolHandle -> String -> IO SymbolHandle

tanh :: String -> SymbolHandle -> IO SymbolHandle

tan :: String -> SymbolHandle -> IO SymbolHandle

swapaxes :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "dim1" Int) ((:) ((:=) "dim2" Int) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

sum_axis :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

sum :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

stop_gradient :: String -> SymbolHandle -> IO SymbolHandle

stack :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) '[])) => String -> [SymbolHandle] -> Int -> HMap kvs -> IO SymbolHandle

square :: String -> SymbolHandle -> IO SymbolHandle

sqrt :: String -> SymbolHandle -> IO SymbolHandle

split :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) ((:) ((:=) "squeeze_axis" Bool) '[]))) => String -> SymbolHandle -> Int -> HMap kvs -> IO SymbolHandle

sort :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) ((:) ((:=) "is_ascend" Bool) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

softmax_cross_entropy :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

softmax :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) '[])) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

smooth_l1 :: String -> SymbolHandle -> Float -> IO SymbolHandle

slice_axis :: String -> SymbolHandle -> Int -> Int -> Int -> IO SymbolHandle

slice :: String -> SymbolHandle -> String -> String -> IO SymbolHandle

sinh :: String -> SymbolHandle -> IO SymbolHandle

sin :: String -> SymbolHandle -> IO SymbolHandle

sign :: String -> SymbolHandle -> IO SymbolHandle

sigmoid :: String -> SymbolHandle -> IO SymbolHandle

sgd_update :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "wd" Float) ((:) ((:=) "rescale_grad" Float) ((:) ((:=) "clip_gradient" Float) '[])))) => String -> SymbolHandle -> SymbolHandle -> Float -> HMap kvs -> IO SymbolHandle

sgd_mom_update :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "momentum" Float) ((:) ((:=) "wd" Float) ((:) ((:=) "rescale_grad" Float) ((:) ((:=) "clip_gradient" Float) '[]))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> Float -> HMap kvs -> IO SymbolHandle

scatter_nd :: String -> SymbolHandle -> SymbolHandle -> String -> IO SymbolHandle

sample_uniform :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

sample_poisson :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

sample_normal :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

sample_negative_binomial :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

sample_multinomial :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "get_prob" Bool) ((:) ((:=) "dtype" String) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

sample_generalized_negative_binomial :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

sample_gamma :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

sample_exponential :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

rsqrt :: String -> SymbolHandle -> IO SymbolHandle

round :: String -> SymbolHandle -> IO SymbolHandle

rmspropalex_update :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "gamma1" Float) ((:) ((:=) "gamma2" Float) ((:) ((:=) "epsilon" Float) ((:) ((:=) "wd" Float) ((:) ((:=) "rescale_grad" Float) ((:) ((:=) "clip_gradient" Float) ((:) ((:=) "clip_weights" Float) '[])))))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> SymbolHandle -> SymbolHandle -> Float -> HMap kvs -> IO SymbolHandle

rmsprop_update :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "gamma1" Float) ((:) ((:=) "epsilon" Float) ((:) ((:=) "wd" Float) ((:) ((:=) "rescale_grad" Float) ((:) ((:=) "clip_gradient" Float) ((:) ((:=) "clip_weights" Float) '[]))))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> Float -> HMap kvs -> IO SymbolHandle

rint :: String -> SymbolHandle -> IO SymbolHandle

reverse :: String -> SymbolHandle -> String -> IO SymbolHandle

reshape_like :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

reshape :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "reverse" Bool) ((:) ((:=) "target_shape" String) ((:) ((:=) "keep_highest" Bool) '[]))))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

repeat :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) '[])) => String -> SymbolHandle -> Int -> HMap kvs -> IO SymbolHandle

relu :: String -> SymbolHandle -> IO SymbolHandle

reciprocal :: String -> SymbolHandle -> IO SymbolHandle

rcbrt :: String -> SymbolHandle -> IO SymbolHandle

radians :: String -> SymbolHandle -> IO SymbolHandle

prod :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

pick :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) ((:) ((:=) "keepdims" Bool) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

pad :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "constant_value" Double) '[])) => String -> SymbolHandle -> String -> String -> HMap kvs -> IO SymbolHandle

ones_like :: String -> SymbolHandle -> IO SymbolHandle

one_hot :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "on_value" Double) ((:) ((:=) "off_value" Double) ((:) ((:=) "dtype" String) '[])))) => String -> SymbolHandle -> Int -> HMap kvs -> IO SymbolHandle

norm :: String -> SymbolHandle -> IO SymbolHandle

negative :: String -> SymbolHandle -> IO SymbolHandle

nansum :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

nanprod :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

mp_sgd_update :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "wd" Float) ((:) ((:=) "rescale_grad" Float) ((:) ((:=) "clip_gradient" Float) '[])))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> Float -> HMap kvs -> IO SymbolHandle

mp_sgd_mom_update :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "momentum" Float) ((:) ((:=) "wd" Float) ((:) ((:=) "rescale_grad" Float) ((:) ((:=) "clip_gradient" Float) '[]))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> SymbolHandle -> Float -> HMap kvs -> IO SymbolHandle

min_axis :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

min :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

mean :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

max_axis :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

max :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

make_loss :: String -> SymbolHandle -> IO SymbolHandle

log_softmax :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) '[])) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

log2 :: String -> SymbolHandle -> IO SymbolHandle

log1p :: String -> SymbolHandle -> IO SymbolHandle

log10 :: String -> SymbolHandle -> IO SymbolHandle

log :: String -> SymbolHandle -> IO SymbolHandle

linalg_trsm :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose" Bool) ((:) ((:=) "rightside" Bool) ((:) ((:=) "alpha" Double) '[])))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

linalg_trmm :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose" Bool) ((:) ((:=) "rightside" Bool) ((:) ((:=) "alpha" Double) '[])))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

linalg_syrk :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose" Bool) ((:) ((:=) "alpha" Double) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

linalg_sumlogdiag :: String -> SymbolHandle -> IO SymbolHandle

linalg_potri :: String -> SymbolHandle -> IO SymbolHandle

linalg_potrf :: String -> SymbolHandle -> IO SymbolHandle

linalg_gemm2 :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose_a" Bool) ((:) ((:=) "transpose_b" Bool) ((:) ((:=) "alpha" Double) '[])))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

linalg_gemm :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose_a" Bool) ((:) ((:=) "transpose_b" Bool) ((:) ((:=) "alpha" Double) ((:) ((:=) "beta" Double) '[]))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

linalg_gelqf :: String -> SymbolHandle -> IO SymbolHandle

identity :: String -> SymbolHandle -> IO SymbolHandle

gather_nd :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

gammaln :: String -> SymbolHandle -> IO SymbolHandle

gamma :: String -> SymbolHandle -> IO SymbolHandle

ftrl_update :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "lamda1" Float) ((:) ((:=) "beta" Float) ((:) ((:=) "wd" Float) ((:) ((:=) "rescale_grad" Float) ((:) ((:=) "clip_gradient" Float) '[])))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> SymbolHandle -> Float -> HMap kvs -> IO SymbolHandle

floor :: String -> SymbolHandle -> IO SymbolHandle

flip :: String -> SymbolHandle -> String -> IO SymbolHandle

flatten :: String -> SymbolHandle -> IO SymbolHandle

fix :: String -> SymbolHandle -> IO SymbolHandle

fill_element_0index :: String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

expm1 :: String -> SymbolHandle -> IO SymbolHandle

expand_dims :: String -> SymbolHandle -> Int -> IO SymbolHandle

exp :: String -> SymbolHandle -> IO SymbolHandle

elemwise_sub :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

elemwise_mul :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

elemwise_div :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

elemwise_add :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

dot :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose_a" Bool) ((:) ((:=) "transpose_b" Bool) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

degrees :: String -> SymbolHandle -> IO SymbolHandle

cosh :: String -> SymbolHandle -> IO SymbolHandle

cos :: String -> SymbolHandle -> IO SymbolHandle

concat :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "dim" Int) '[])) => String -> [SymbolHandle] -> Int -> HMap kvs -> IO SymbolHandle

clip :: String -> SymbolHandle -> Float -> Float -> IO SymbolHandle

choose_element_0index :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

ceil :: String -> SymbolHandle -> IO SymbolHandle

cbrt :: String -> SymbolHandle -> IO SymbolHandle

cast_storage :: String -> SymbolHandle -> String -> IO SymbolHandle

broadcast_to :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) '[])) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

broadcast_sub :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_power :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_plus :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_not_equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_mul :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_mod :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_minus :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_minimum :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_maximum :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_lesser_equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_lesser :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_hypot :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_greater_equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_greater :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_div :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

broadcast_axis :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "size" String) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

broadcast_axes :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "size" String) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

broadcast_add :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

batch_take :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

batch_dot :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose_a" Bool) ((:) ((:=) "transpose_b" Bool) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

argsort :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) ((:) ((:=) "is_ascend" Bool) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

argmin :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) ((:) ((:=) "keepdims" Bool) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

argmax_channel :: String -> SymbolHandle -> IO SymbolHandle

argmax :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) ((:) ((:=) "keepdims" Bool) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

arctanh :: String -> SymbolHandle -> IO SymbolHandle

arctan :: String -> SymbolHandle -> IO SymbolHandle

arcsinh :: String -> SymbolHandle -> IO SymbolHandle

arcsin :: String -> SymbolHandle -> IO SymbolHandle

arccosh :: String -> SymbolHandle -> IO SymbolHandle

arccos :: String -> SymbolHandle -> IO SymbolHandle

add_n :: String -> [SymbolHandle] -> IO SymbolHandle

adam_update :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "beta1" Float) ((:) ((:=) "beta2" Float) ((:) ((:=) "epsilon" Float) ((:) ((:=) "wd" Float) ((:) ((:=) "rescale_grad" Float) ((:) ((:=) "clip_gradient" Float) '[]))))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> SymbolHandle -> Float -> HMap kvs -> IO SymbolHandle

abs :: String -> SymbolHandle -> IO SymbolHandle

_sub :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_square_sum :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_sparse_zeros_like :: String -> SymbolHandle -> IO SymbolHandle

_sparse_trunc :: String -> SymbolHandle -> IO SymbolHandle

_sparse_tanh :: String -> SymbolHandle -> IO SymbolHandle

_sparse_tan :: String -> SymbolHandle -> IO SymbolHandle

_sparse_sum :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" String) ((:) ((:=) "keepdims" Bool) ((:) ((:=) "exclude" Bool) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_sparse_stop_gradient :: String -> SymbolHandle -> IO SymbolHandle

_sparse_square :: String -> SymbolHandle -> IO SymbolHandle

_sparse_sqrt :: String -> SymbolHandle -> IO SymbolHandle

_sparse_slice :: String -> SymbolHandle -> String -> String -> IO SymbolHandle

_sparse_sinh :: String -> SymbolHandle -> IO SymbolHandle

_sparse_sin :: String -> SymbolHandle -> IO SymbolHandle

_sparse_sign :: String -> SymbolHandle -> IO SymbolHandle

_sparse_sigmoid :: String -> SymbolHandle -> IO SymbolHandle

_sparse_rsqrt :: String -> SymbolHandle -> IO SymbolHandle

_sparse_round :: String -> SymbolHandle -> IO SymbolHandle

_sparse_rint :: String -> SymbolHandle -> IO SymbolHandle

_sparse_retain :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_sparse_relu :: String -> SymbolHandle -> IO SymbolHandle

_sparse_radians :: String -> SymbolHandle -> IO SymbolHandle

_sparse_negative :: String -> SymbolHandle -> IO SymbolHandle

_sparse_make_loss :: String -> SymbolHandle -> IO SymbolHandle

_sparse_log2 :: String -> SymbolHandle -> IO SymbolHandle

_sparse_log1p :: String -> SymbolHandle -> IO SymbolHandle

_sparse_log10 :: String -> SymbolHandle -> IO SymbolHandle

_sparse_log :: String -> SymbolHandle -> IO SymbolHandle

_sparse_gammaln :: String -> SymbolHandle -> IO SymbolHandle

_sparse_gamma :: String -> SymbolHandle -> IO SymbolHandle

_sparse_floor :: String -> SymbolHandle -> IO SymbolHandle

_sparse_fix :: String -> SymbolHandle -> IO SymbolHandle

_sparse_expm1 :: String -> SymbolHandle -> IO SymbolHandle

_sparse_exp :: String -> SymbolHandle -> IO SymbolHandle

_sparse_elemwise_sub :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_sparse_elemwise_mul :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_sparse_elemwise_div :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_sparse_elemwise_add :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_sparse_dot :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose_a" Bool) ((:) ((:=) "transpose_b" Bool) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_sparse_degrees :: String -> SymbolHandle -> IO SymbolHandle

_sparse_cosh :: String -> SymbolHandle -> IO SymbolHandle

_sparse_cos :: String -> SymbolHandle -> IO SymbolHandle

_sparse_ceil :: String -> SymbolHandle -> IO SymbolHandle

_sparse_cast_storage :: String -> SymbolHandle -> String -> IO SymbolHandle

_sparse_arctanh :: String -> SymbolHandle -> IO SymbolHandle

_sparse_arctan :: String -> SymbolHandle -> IO SymbolHandle

_sparse_arcsinh :: String -> SymbolHandle -> IO SymbolHandle

_sparse_arcsin :: String -> SymbolHandle -> IO SymbolHandle

_sparse_arccosh :: String -> SymbolHandle -> IO SymbolHandle

_sparse_arccos :: String -> SymbolHandle -> IO SymbolHandle

_sparse_add_n :: String -> [SymbolHandle] -> IO SymbolHandle

_sparse_abs :: String -> SymbolHandle -> IO SymbolHandle

_sparse_ElementWiseSum :: String -> [SymbolHandle] -> IO SymbolHandle

_slice_assign :: String -> SymbolHandle -> SymbolHandle -> String -> String -> IO SymbolHandle

_set_value :: String -> Float -> IO SymbolHandle

_scatter_plus_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_scatter_minus_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_scatter_elemwise_div :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_sample_uniform :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_sample_poisson :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_sample_normal :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_sample_negative_binomial :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_sample_multinomial :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "get_prob" Bool) ((:) ((:=) "dtype" String) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_sample_generalized_negative_binomial :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_sample_gamma :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_sample_exponential :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "shape" String) ((:) ((:=) "dtype" String) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_rpower_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_rmod_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_rminus_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_rdiv_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_power_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_power :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_plus_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_plus :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_onehot_encode :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_not_equal_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_not_equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_mul_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_mul :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_mod_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_mod :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_minus_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_minus :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_minimum_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_minimum :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_maximum_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_maximum :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_linalg_trsm :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose" Bool) ((:) ((:=) "rightside" Bool) ((:) ((:=) "alpha" Double) '[])))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_linalg_trmm :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose" Bool) ((:) ((:=) "rightside" Bool) ((:) ((:=) "alpha" Double) '[])))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_linalg_syrk :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose" Bool) ((:) ((:=) "alpha" Double) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_linalg_syevd :: String -> SymbolHandle -> IO SymbolHandle

_linalg_sumlogdiag :: String -> SymbolHandle -> IO SymbolHandle

_linalg_potri :: String -> SymbolHandle -> IO SymbolHandle

_linalg_potrf :: String -> SymbolHandle -> IO SymbolHandle

_linalg_gemm2 :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose_a" Bool) ((:) ((:=) "transpose_b" Bool) ((:) ((:=) "alpha" Double) '[])))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_linalg_gemm :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "transpose_a" Bool) ((:) ((:=) "transpose_b" Bool) ((:) ((:=) "alpha" Double) ((:) ((:=) "beta" Double) '[]))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_linalg_gelqf :: String -> SymbolHandle -> IO SymbolHandle

_lesser_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_lesser_equal_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_lesser_equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_lesser :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_imdecode :: String -> SymbolHandle -> Int -> Int -> Int -> Int -> Int -> Int -> Int -> IO SymbolHandle

_identity_with_attr_like_rhs :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_hypot_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_hypot :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_greater_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_greater_equal_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_greater_equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_greater :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_grad_add :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_equal_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_div_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_div :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_cvimresize :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "interp" Int) '[])) => String -> SymbolHandle -> Int -> Int -> HMap kvs -> IO SymbolHandle

_cvimread :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "flag" Int) ((:) ((:=) "to_rgb" Bool) '[]))) => String -> String -> HMap kvs -> IO SymbolHandle

_cvimdecode :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "flag" Int) ((:) ((:=) "to_rgb" Bool) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_cvcopyMakeBorder :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "type" Int) ((:) ((:=) "value" Double) '[]))) => String -> SymbolHandle -> Int -> Int -> Int -> Int -> [Float] -> HMap kvs -> IO SymbolHandle

_crop_assign_scalar :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "scalar" Float) '[])) => String -> SymbolHandle -> String -> String -> HMap kvs -> IO SymbolHandle

_crop_assign :: String -> SymbolHandle -> SymbolHandle -> String -> String -> IO SymbolHandle

_copyto :: String -> SymbolHandle -> IO SymbolHandle

_copy :: String -> SymbolHandle -> IO SymbolHandle

_contrib_quantize :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "out_type" String) '[])) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_contrib_ifft :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "compute_size" Int) '[])) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_contrib_fft :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "compute_size" Int) '[])) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_contrib_dequantize :: String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> String -> IO SymbolHandle

_contrib_ctc_loss :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "use_data_lengths" Bool) ((:) ((:=) "use_label_lengths" Bool) ((:) ((:=) "blank_label" String) '[])))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_contrib_count_sketch :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "processing_batch_size" Int) '[])) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> Int -> HMap kvs -> IO SymbolHandle

_contrib_Proposal :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "rpn_pre_nms_top_n" Int) ((:) ((:=) "rpn_post_nms_top_n" Int) ((:) ((:=) "threshold" Float) ((:) ((:=) "rpn_min_size" Int) ((:) ((:=) "feature_stride" Int) ((:) ((:=) "output_score" Bool) ((:) ((:=) "iou_loss" Bool) '[])))))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> [Float] -> [Float] -> HMap kvs -> IO SymbolHandle

_contrib_PSROIPooling :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "group_size" Int) '[])) => String -> SymbolHandle -> SymbolHandle -> Float -> Int -> Int -> HMap kvs -> IO SymbolHandle

_contrib_MultiProposal :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "rpn_pre_nms_top_n" Int) ((:) ((:=) "rpn_post_nms_top_n" Int) ((:) ((:=) "threshold" Float) ((:) ((:=) "rpn_min_size" Int) ((:) ((:=) "feature_stride" Int) ((:) ((:=) "output_score" Bool) ((:) ((:=) "iou_loss" Bool) '[])))))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> [Float] -> [Float] -> HMap kvs -> IO SymbolHandle

_contrib_MultiBoxTarget :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "overlap_threshold" Float) ((:) ((:=) "ignore_label" Float) ((:) ((:=) "negative_mining_ratio" Float) ((:) ((:=) "negative_mining_thresh" Float) ((:) ((:=) "minimum_negative_samples" Int) '[])))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> [Float] -> HMap kvs -> IO SymbolHandle

_contrib_MultiBoxPrior :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "clip" Bool) '[])) => String -> SymbolHandle -> [Float] -> [Float] -> [Float] -> [Float] -> HMap kvs -> IO SymbolHandle

_contrib_MultiBoxDetection :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "clip" Bool) ((:) ((:=) "threshold" Float) ((:) ((:=) "background_id" Int) ((:) ((:=) "nms_threshold" Float) ((:) ((:=) "force_suppress" Bool) ((:) ((:=) "nms_topk" Int) '[]))))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> [Float] -> HMap kvs -> IO SymbolHandle

_contrib_DeformablePSROIPooling :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "part_size" Int) ((:) ((:=) "sample_per_part" Int) ((:) ((:=) "trans_std" Float) ((:) ((:=) "no_trans" Bool) '[]))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> Float -> Int -> Int -> Int -> HMap kvs -> IO SymbolHandle

_contrib_DeformableConvolution :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "stride" String) ((:) ((:=) "dilate" String) ((:) ((:=) "pad" String) ((:) ((:=) "num_group" Int) ((:) ((:=) "num_deformable_group" Int) ((:) ((:=) "workspace" Int) ((:) ((:=) "no_bias" Bool) ((:) ((:=) "layout" String) '[]))))))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> SymbolHandle -> String -> Int -> HMap kvs -> IO SymbolHandle

_contrib_CTCLoss :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "use_data_lengths" Bool) ((:) ((:=) "use_label_lengths" Bool) ((:) ((:=) "blank_label" String) '[])))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

_backward_tanh :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_tan :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_square :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_sqrt :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_softmax :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_smooth_l1 :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_sinh :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_sin :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_sign :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_sigmoid :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_rsqrt :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_rpower_scalar :: String -> SymbolHandle -> SymbolHandle -> Float -> IO SymbolHandle

_backward_rmod_scalar :: String -> SymbolHandle -> SymbolHandle -> Float -> IO SymbolHandle

_backward_relu :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_reciprocal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_rdiv_scalar :: String -> SymbolHandle -> SymbolHandle -> Float -> IO SymbolHandle

_backward_rcbrt :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_radians :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_power_scalar :: String -> SymbolHandle -> SymbolHandle -> Float -> IO SymbolHandle

_backward_mul_scalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_backward_mod_scalar :: String -> SymbolHandle -> SymbolHandle -> Float -> IO SymbolHandle

_backward_minimum_scalar :: String -> SymbolHandle -> SymbolHandle -> Float -> IO SymbolHandle

_backward_maximum_scalar :: String -> SymbolHandle -> SymbolHandle -> Float -> IO SymbolHandle

_backward_log_softmax :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_log2 :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_log1p :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_log10 :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_log :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_hypot_scalar :: String -> SymbolHandle -> SymbolHandle -> Float -> IO SymbolHandle

_backward_gammaln :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_gamma :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_expm1 :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_degrees :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_cosh :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_cos :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_cbrt :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_arctanh :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_arctan :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_arcsinh :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_arcsin :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_arccosh :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_arccos :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_backward_abs :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_add :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_RPowerScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_RModScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_RMinusScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_RDivScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_PowerScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Power :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_PlusScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Plus :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_Not_Equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_NotEqualScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_MulScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Mul :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_ModScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Mod :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_MinusScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Minus :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_MinimumScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Minimum :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_MaximumScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Maximum :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_Lesser_Equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_LesserScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_LesserEqualScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Lesser :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_HypotScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Hypot :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_Greater_Equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_GreaterScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_GreaterEqualScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Greater :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_EqualScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Equal :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

_DivScalar :: String -> SymbolHandle -> Float -> IO SymbolHandle

_Div :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

upsampling :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "num_filter" Int) ((:) ((:=) "multi_input_mode" String) ((:) ((:=) "workspace" Int) '[])))) => String -> [SymbolHandle] -> Int -> String -> Int -> HMap kvs -> IO SymbolHandle

swapaxis :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "dim1" Int) ((:) ((:=) "dim2" Int) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

spatialtransformer :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "target_shape" String) '[])) => String -> SymbolHandle -> SymbolHandle -> String -> String -> HMap kvs -> IO SymbolHandle

softmaxoutput :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "grad_scale" Float) ((:) ((:=) "ignore_label" Float) ((:) ((:=) "multi_output" Bool) ((:) ((:=) "use_ignore" Bool) ((:) ((:=) "preserve_shape" Bool) ((:) ((:=) "normalization" String) ((:) ((:=) "out_grad" Bool) ((:) ((:=) "smooth_alpha" Float) '[]))))))))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

softmaxactivation :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "mode" String) '[])) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

slicechannel :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "axis" Int) ((:) ((:=) "squeeze_axis" Bool) '[]))) => String -> SymbolHandle -> Int -> HMap kvs -> IO SymbolHandle

sequencereverse :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "use_sequence_length" Bool) '[])) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

sequencemask :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "use_sequence_length" Bool) ((:) ((:=) "value" Float) '[]))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

sequencelast :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "use_sequence_length" Bool) '[])) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

svmoutput :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "margin" Float) ((:) ((:=) "regularization_coefficient" Float) ((:) ((:=) "use_linear" Bool) '[])))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

roipooling :: String -> SymbolHandle -> SymbolHandle -> String -> Float -> IO SymbolHandle

rnn :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "bidirectional" Bool) ((:) ((:=) "p" Float) ((:) ((:=) "state_outputs" Bool) '[])))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> SymbolHandle -> Int -> Int -> String -> HMap kvs -> IO SymbolHandle

pooling_v1 :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "global_pool" Bool) ((:) ((:=) "pooling_convention" String) ((:) ((:=) "stride" String) ((:) ((:=) "pad" String) '[]))))) => String -> SymbolHandle -> String -> String -> HMap kvs -> IO SymbolHandle

pooling :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "global_pool" Bool) ((:) ((:=) "cudnn_off" Bool) ((:) ((:=) "pooling_convention" String) ((:) ((:=) "stride" String) ((:) ((:=) "pad" String) '[])))))) => String -> SymbolHandle -> String -> String -> HMap kvs -> IO SymbolHandle

makeloss :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "grad_scale" Float) ((:) ((:=) "valid_thresh" Float) ((:) ((:=) "normalization" String) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

maeregressionoutput :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "grad_scale" Float) '[])) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

logisticregressionoutput :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "grad_scale" Float) '[])) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

linearregressionoutput :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "grad_scale" Float) '[])) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

leakyrelu :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "act_type" String) ((:) ((:=) "slope" Float) ((:) ((:=) "lower_bound" Float) ((:) ((:=) "upper_bound" Float) '[]))))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

lrn :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "alpha" Float) ((:) ((:=) "beta" Float) ((:) ((:=) "knorm" Float) '[])))) => String -> SymbolHandle -> Int -> HMap kvs -> IO SymbolHandle

l2normalization :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "eps" Float) ((:) ((:=) "mode" String) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

instancenorm :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "eps" Float) '[])) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

identityattachklsparsereg :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "sparseness_target" Float) ((:) ((:=) "penalty" Float) ((:) ((:=) "momentum" Float) '[])))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

gridgenerator :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "target_shape" String) '[])) => String -> SymbolHandle -> String -> HMap kvs -> IO SymbolHandle

fullyconnected :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "no_bias" Bool) ((:) ((:=) "flatten" Bool) '[]))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> Int -> HMap kvs -> IO SymbolHandle

embedding :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "dtype" String) '[])) => String -> SymbolHandle -> SymbolHandle -> Int -> Int -> HMap kvs -> IO SymbolHandle

elementwisesum :: String -> [SymbolHandle] -> IO SymbolHandle

dropout :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "p" Float) ((:) ((:=) "mode" String) '[]))) => String -> SymbolHandle -> HMap kvs -> IO SymbolHandle

deconvolution :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "stride" String) ((:) ((:=) "dilate" String) ((:) ((:=) "pad" String) ((:) ((:=) "adj" String) ((:) ((:=) "target_shape" String) ((:) ((:=) "num_group" Int) ((:) ((:=) "workspace" Int) ((:) ((:=) "no_bias" Bool) ((:) ((:=) "cudnn_tune" String) ((:) ((:=) "cudnn_off" Bool) ((:) ((:=) "layout" String) '[])))))))))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> String -> Int -> HMap kvs -> IO SymbolHandle

custom :: String -> [SymbolHandle] -> String -> IO SymbolHandle

crop :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "offset" String) ((:) ((:=) "h_w" String) ((:) ((:=) "center_crop" Bool) '[])))) => String -> [SymbolHandle] -> Int -> HMap kvs -> IO SymbolHandle

correlation :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "kernel_size" Int) ((:) ((:=) "max_displacement" Int) ((:) ((:=) "stride1" Int) ((:) ((:=) "stride2" Int) ((:) ((:=) "pad_size" Int) ((:) ((:=) "is_multiply" Bool) '[]))))))) => String -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

convolution_v1 :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "stride" String) ((:) ((:=) "dilate" String) ((:) ((:=) "pad" String) ((:) ((:=) "num_group" Int) ((:) ((:=) "workspace" Int) ((:) ((:=) "no_bias" Bool) ((:) ((:=) "cudnn_tune" String) ((:) ((:=) "cudnn_off" Bool) ((:) ((:=) "layout" String) '[])))))))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> String -> Int -> HMap kvs -> IO SymbolHandle

convolution :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "stride" String) ((:) ((:=) "dilate" String) ((:) ((:=) "pad" String) ((:) ((:=) "num_group" Int) ((:) ((:=) "workspace" Int) ((:) ((:=) "no_bias" Bool) ((:) ((:=) "cudnn_tune" String) ((:) ((:=) "cudnn_off" Bool) ((:) ((:=) "layout" String) '[])))))))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> String -> Int -> HMap kvs -> IO SymbolHandle

cast :: String -> SymbolHandle -> String -> IO SymbolHandle

blockgrad :: String -> SymbolHandle -> IO SymbolHandle

bilinearsampler :: String -> SymbolHandle -> SymbolHandle -> IO SymbolHandle

batchnorm_v1 :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "eps" Float) ((:) ((:=) "momentum" Float) ((:) ((:=) "fix_gamma" Bool) ((:) ((:=) "use_global_stats" Bool) ((:) ((:=) "output_mean_var" Bool) '[])))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

batchnorm :: forall (kvs :: [KV Type]). (ShowKV kvs, MatchKVList kvs ((:) ((:=) "eps" Double) ((:) ((:=) "momentum" Float) ((:) ((:=) "fix_gamma" Bool) ((:) ((:=) "use_global_stats" Bool) ((:) ((:=) "output_mean_var" Bool) ((:) ((:=) "axis" Int) ((:) ((:=) "cudnn_off" Bool) '[])))))))) => String -> SymbolHandle -> SymbolHandle -> SymbolHandle -> SymbolHandle -> SymbolHandle -> HMap kvs -> IO SymbolHandle

activation :: String -> SymbolHandle -> String -> IO SymbolHandle