EdgeIR Operator support for the U85 backend

This list contains operators with silicon acceleration support. The ExecuTorch portable kernels allow running more operations with a fallback. 8x8 designates 8-bit activation and 8-bit weight. 16x8 means 16-bit activation and 8-bit weight. Per-tensor and per-channel quantization are supported.

EdgeIR operator	Compute DType	Quantization
_log_softmax.default	Static integer quantization	8x8
_softmax.default	Static integer quantization	8x8
abs.default	Static integer quantization	8x8
acos.default	Static integer quantization	8x8
adaptive_avg_pool2d.default	Static integer quantization	16x8 / 8x8
add.Tensor	Static integer quantization	16x8 / 8x8
addmm.default	Static integer quantization	16x8 / 8x8
alias_copy.default	Static integer quantization	8x8
amax.default	Static integer quantization	16x8 / 8x8
amin.default	Static integer quantization	16x8 / 8x8
any.default	Static integer quantization	8x8
arange.start_step	Static integer quantization	8x8
asin.default	Static integer quantization	8x8
asinh.default	Static integer quantization	8x8
atan.default	Static integer quantization	8x8
atanh.default	Static integer quantization	8x8
avg_pool2d.default	Static integer quantization	16x8 / 8x8
bitwise_and.Scalar	Static integer quantization	8x8
bitwise_left_shift.Scalar	Static integer quantization	8x8
bitwise_left_shift.Tensor	Static integer quantization	8x8
bitwise_not.default	Static integer quantization	8x8
bitwise_or.Scalar	Static integer quantization	8x8
bitwise_right_shift.Scalar	Static integer quantization	8x8
bitwise_right_shift.Tensor	Static integer quantization	8x8
bitwise_xor.Scalar	Static integer quantization	8x8
bmm.default	Static integer quantization	8x8
cat.default	Static integer quantization	16x8 / 8x8
ceil.default	Static integer quantization	8x8
clamp.default	Static integer quantization	16x8 / 8x8
clone.default	Static integer quantization	8x8
conv_transpose2d.default	Static integer quantization	8x8
convolution.default	Static integer quantization	16x8 / 8x8
copy.default	Static integer quantization	8x8
cos.default	Static integer quantization	8x8
cosh.default	Static integer quantization	8x8
cumsum.default	Static integer quantization	8x8
div.Tensor	Static integer quantization	8x8
div.Tensor_mode	Static integer quantization	8x8
elu.default	Static integer quantization	8x8
eq.Scalar	Static integer quantization	16x8 / 8x8
erf.default	Static integer quantization	8x8
exp.default	Static integer quantization	8x8
expand_copy.default	Static integer quantization	8x8
expm1.default	Static integer quantization	8x8
eye.default	Static integer quantization	8x8
fill.Scalar	Static integer quantization	8x8
floor.default	Static integer quantization	8x8
floor_divide.default	Static integer quantization	8x8
full.default	Static integer quantization	8x8
gather.default	Static integer quantization	8x8
ge.Scalar	Static integer quantization	16x8 / 8x8
ge.Tensor	Static integer quantization	16x8 / 8x8
gelu.default	Static integer quantization	8x8
glu.default	Static integer quantization	8x8
gt.Scalar	Static integer quantization	16x8 / 8x8
gt.Tensor	Static integer quantization	16x8 / 8x8
hardsigmoid.default	Static integer quantization	8x8
hardswish.default	Static integer quantization	8x8
hardtanh.default	Static integer quantization	8x8
index_put.default	Static integer quantization	8x8
index_select.default	Static integer quantization	8x8
le.Scalar	Static integer quantization	16x8 / 8x8
le.Tensor	Static integer quantization	16x8 / 8x8
leaky_relu.default	Static integer quantization	8x8
linear.default	Static integer quantization	16x8 / 8x8
log.default	Static integer quantization	8x8
logical_and.default	Static integer quantization	8x8
logical_not.default	Static integer quantization	8x8
logical_or.default	Static integer quantization	8x8
logical_xor.default	Static integer quantization	8x8
logit.default	Static integer quantization	8x8
lt.Scalar	Static integer quantization	16x8 / 8x8
lt.Tensor	Static integer quantization	16x8 / 8x8
masked_fill.Scalar	Static integer quantization	8x8
maximum.default	Static integer quantization	16x8 / 8x8
mean.dim	Static integer quantization	8x8
minimum.default	Static integer quantization	16x8 / 8x8
mm.default	Static integer quantization	8x8
mul.Tensor	Static integer quantization	16x8 / 8x8
multihead_attention.default	Static integer quantization	8x8
native_group_norm.default	Static integer quantization	8x8
ne.Scalar	Static integer quantization	8x8
ne.Tensor	Static integer quantization	8x8
neg.default	Static integer quantization	16x8 / 8x8
ones.default	Static integer quantization	8x8
permute_copy.default	Static integer quantization	16x8 / 8x8
pow.Tensor_Scalar	Static integer quantization	8x8
reciprocal.default	Static integer quantization	8x8
relu.default	Static integer quantization	8x8
remainder.Scalar	Static integer quantization	8x8
remainder.Tensor	Static integer quantization	8x8
repeat.default	Static integer quantization	16x8 / 8x8
round.default	Static integer quantization	8x8
rsqrt.default	Static integer quantization	16x8 / 8x8
rsub.Scalar	Static integer quantization	8x8
scalar_tensor.default	Static integer quantization	8x8
sdpa.default	Static integer quantization	8x8
select_copy.int	Static integer quantization	8x8
select_scatter.default	Static integer quantization	8x8
sigmoid.default	Static integer quantization	16x8 / 8x8
sign.default	Static integer quantization	8x8
silu.default	Static integer quantization	8x8
sin.default	Static integer quantization	8x8
sinh.default	Static integer quantization	8x8
slice_copy.Tensor	Static integer quantization	16x8 / 8x8
slice_scatter.default	Static integer quantization	8x8
split_copy.Tensor	Static integer quantization	8x8
split_with_sizes_copy.default	Static integer quantization	8x8
sqrt.default	Static integer quantization	8x8
squeeze_copy.dim	Static integer quantization	8x8
squeeze_copy.dims	Static integer quantization	8x8
stack.default	Static integer quantization	8x8
sub.Tensor	Static integer quantization	16x8 / 8x8
sum.default	Static integer quantization	8x8
t_copy.default	Static integer quantization	8x8
tan.default	Static integer quantization	8x8
tanh.default	Static integer quantization	16x8 / 8x8
transpose_copy.int	Static integer quantization	8x8
tril.default	Static integer quantization	16x8 / 8x8
unflatten.int	Static integer quantization	8x8
unsqueeze_copy.default	Static integer quantization	8x8
upsample_bilinear2d.vec	Static integer quantization	16x8 / 8x8
var.dim	Static integer quantization	8x8
vector_norm.default	Static integer quantization	8x8
view_copy.default	Static integer quantization	16x8 / 8x8
where.self	Static integer quantization	8x8
while_loop.default	Static integer quantization	8x8
zeros.default	Static integer quantization	8x8