Tracking issue for shortcuts to MLIR ops

[mofeing]

• stablehlo

  • abs
  • add
  • after_all
  • all_gather
  • all_reduce
  • all_to_all
  • and
  • atan2
  • batch_norm_grad
  • batch_norm_inference
  • batch_norm_training
  • bitcast_convert
  • broadcast_in_dim
  • broadcast -> on deprecation process
  • case
  • cbrt
  • ceil
  • cholesky
  • clamp
  • count_leading_zeros
  • collective_broadcast
  • collective_permute
  • compare
  • complex
  • composite
  • concatenate
  • constant
  • convert refactor: use Ops instead of direct stablehlo calls #347
  • convolution add Ops.convolution #428
  • cosine
  • create_token -> on deprecation process
  • cross_replica_sum -> on deprecation process
  • custom_call
  • divide
  • dot_general add shortcut to dot_general op #330
  • dot -> on deprecation process
  • dynamic_broadcast_in_dim
  • dynamic_conv
  • dynamic_gather
  • dynamic_iota
  • dynamic_pad
  • dynamic_reshape
  • dynamic_slice
  • dynamic_update_slice
  • einsum -> on deprecation process, might be moved to CHLO
  • exponential
  • exponential_minus_one
  • fft
  • floor
  • gather
  • get_dimension_size
  • get_tuple_element -> on deprecation process
  • if_
  • imag
  • infeed
  • iota
  • is_finite
  • log_plus_one
  • log
  • logistic
  • map -> on deprecation process
  • maximum
  • minimum
  • multiply
  • negate
  • not
  • optimization_barrier
  • or
  • outfeed
  • pad
  • partition_id
  • popcnt
  • power
  • real_dynamic_slice -> on deprecation process
  • real
  • recv
  • reduce
  • reduce_precision
  • reduce_scatter
  • reduce_window
  • remainder
  • replica_id
  • reshape
  • reverse
  • rng_bit_generator
  • rng -> on deprecation process
  • round_nearest_even
  • round_nearest_afz
  • rsqrt
  • scatter
  • select_and_scatter
  • select add select op shortcut #328
  • send
  • set_dimension_size
  • shift_left
  • shift_right_arithmetic
  • shift_right_logical
  • sign
  • sine
  • slice
  • sort
  • sqrt
  • subtract
  • tan
  • tanh
  • torch_index_select -> on deprecation process
  • transpose
  • triangular_solve
  • tuple -> on deprecation process
  • unary_einsum -> on deprecation process, but used by Tenet
  • uniform_dequantize
  • uniform_quantize
  • while_
  • xor

• chlo

  • acos
  • acosh
  • _asin_acos_kernel --> should not be used directly
  • asin
  • asinh
  • atan
  • atanh
  • bessel_i1e
  • broadcast_add
  • broadcast_and
  • broadcast_atan2
  • broadcast_compare
  • broadcast_complex
  • broadcast_divide
  • broadcast_maximum
  • broadcast_minimum
  • broadcast_multiply
  • broadcast_next_after
  • broadcast_or
  • broadcast_polygamma
  • broadcast_power
  • broadcast_remainder
  • broadcast_select
  • broadcast_shift_left
  • broadcast_shift_right_arithmetic
  • broadcast_shift_right_logical
  • broadcast_subtract
  • broadcast_xor
  • broadcast_zeta
  • conj
  • constant_like
  • constant
  • cosh
  • digamma
  • erf_inv
  • erf
  • erfc
  • is_inf
  • is_neg_inf
  • is_pos_inf
  • lgamma
  • next_after
  • polygamma
  • sinh
  • tan
  • top_k
  • zeta

• enzyme

  • addTo
  • autodiff
  • batch
  • fwddiff
  • genericAdjoint
  • get
  • init
  • placeholder
  • pop
  • push
  • set