tf.switch_case
tf_switch( branch_index, ..., branch_fns = list(...), default = NULL, name = "switch_case" )
branch_index | an integer tensor |
---|---|
..., branch_fns | a list of function bodies specified with a |
default | A function defined with a |
name | a string, passed on to |
The result from tf.switch_case()
if (FALSE) { tf_pow <- tf_function(function(x, pow) { tf_switch(pow, 0 ~ 1, 1 ~ x, 2 ~ x * x, 3 ~ x * x * x, default = ~ -1) }) # can optionally also omit the left hand side int, in which case the order of # the functions is used. tf_pow <- function(x, pow) { tf_switch(pow, ~ 1, ~ x, ~ x * x, ~ x * x * x, default = ~ -1) } # supply just some of the ints to override the default order tf_pow <- function(x, pow) { tf_switch(pow, 3 ~ x * x * x, 2 ~ x * x, ~ 1, ~ x, default = ~ -1) } # A slightly less contrived example: tf_norm <- tf_function(function(x, l) { tf_switch(l, 0 ~ tf$reduce_sum(tf$cast(x != 0, tf$float32)), # L0 norm 1 ~ tf$reduce_sum(tf$abs(x)), # L1 norm 2 ~ tf$sqrt(tf$reduce_sum(tf$square(x))), # L2 norm default = ~ tf$reduce_max(tf$abs(x))) # L-infinity norm }) }