Operators
The following symbolic operators are supported on layers:
| Symbol |
Operator |
| + |
add |
| - |
subtract |
| * |
multiply |
| / |
division |
| // |
floor division |
| % |
mod |
| ^ |
power |
| == |
equal |
| != |
not equal |
| < |
less than |
| <= |
less than or equal |
| > |
greater than |
| >= |
greater than or equal |
| & |
logical and |
| | |
logical or |
On a layer you can also invoke the following operations using layer.operator(...) syntax:
| Operator |
| abs |
| ceil |
| clip |
| conv2d |
| exp |
| exp2 |
| floor |
| isin |
| isnan |
| log |
| log10 |
| log2 |
| nan_to_num |
You can also call the following methods on yirgacheffe.operators:
abs = LayerOperation.abs
module-attribute
ceil = LayerOperation.ceil
module-attribute
exp = LayerOperation.exp
module-attribute
exp2 = LayerOperation.exp2
module-attribute
floor = LayerOperation.floor
module-attribute
isin = LayerOperation.isin
module-attribute
log = LayerOperation.log
module-attribute
log10 = LayerOperation.log10
module-attribute
log2 = LayerOperation.log2
module-attribute
maximum = LayerOperation.maximum
module-attribute
nan_to_num = LayerOperation.nan_to_num
module-attribute
round = LayerOperation.round
module-attribute
where = LayerOperation.where
module-attribute