EMLX Roadmap

[samrat]

EMLX Backend Callbacks Roadmap

NOTE: If you're grabbing one or more callbacks to tackle, please add a comment below so we don't have 2 people working on the same callback at the same time.

Pending

• from_pointer
• to_pointer
• window_scatter_max
• window_scatter_min

LinAlg:

• conv
• lu
• qr
• svd
• triangular_solve
• cholesky
• eigh
• solve
• determinant

Not supported (just need to implement a nice error message):

• count_leading_zeros
• population_count
• reduce
• window_reduce

Done

Misc

• to_batched
• pad
• reverse
• put_slice
• gather
• phase
• indexed_add
• indexed_put
• top_k
• cbrt

Setup & Manipulation

• init
• backend_deallocate
• backend_copy
• backend_transfer

Creation & Generators

• constant
• from_binary
• eye
• iota
• to_binary
• inspect

Shape Operations

• as_type
• bitcast
• reshape
• squeeze
• broadcast
• transpose

Element Access & Manipulation

• slice
• concatenate
• stack
• select
• take
• take_along_axis

Element-wise Binary Operations

• add
• subtract
• multiply
• pow
• remainder
• divide
• atan2
• min
• max
• quotient
• bitwise_and
• bitwise_or
• bitwise_xor
• left_shift
• right_shift

Element-wise Comparison Operations

• equal
• not_equal
• greater
• less
• greater_equal
• less_equal
• logical_and
• logical_or
• logical_xor

Element-wise Unary Operations

• abs
• bitwise_not
• ceil
• conjugate
• floor
• negate
• round
• sign
• real
• imag
• is_nan
• is_infinity
• logical_not

Reduction Operations

• all
• any
• sum
• product
• reduce_max
• reduce_min
• argmax
• argmin
• window_sum
• window_product
• window_max
• window_min
• cumulative_sum
• cumulative_product
• cumulative_min
• cumulative_max

Linear Algebra Operations

• dot

Sorting & Search Operations

• sort
• argsort

FFT Operations

• fft
• ifft
• fft2
• ifft2

Miscellaneous Operations

• all_close
• clip

[cocoa-xu]

Going to grab some quick ones for now:

• greater
• less
• logical_and
• logical_or

Probably will grab a few more in the evening.

[cocoa-xu]

grabbing

• bitwise_and
• bitwise_or
• bitwise_xor
• logical_not
• negative
• round
• sign
• floor
• ceil
• atan2
• pow

and

• divide
• left_shift
• right_shift
• real
• imag
• conjugate
• remainder

also

• backend_deallocate
• backend_copy
• backend_transfer

[cocoa-xu]

• is_nan
• is_infinity
• quotient
• all
• any
• product
• sigmoid

[cocoa-xu]

taking some reduction functions

• argmax
• argmin
• cumulative_sum
• cumulative_product
• cumulative_min
• cumulative_max

[cocoa-xu]

taking

• concatenate
• stack
• select
• take_along_axis

[polvalente]

Closing in favor of #48 and #49