diff --git a/docs/operations.md b/docs/operations.md
index d378181..5b35e88 100644
--- a/docs/operations.md
+++ b/docs/operations.md
@@ -2,6 +2,121 @@
 
 ## JAX LAX operations
 
-
+| Operation    | Supported | Inline | Remarks |
+| ------------ | --------- | ------ |-------- |
+| `abs`        |     |         |            |
+| `add`        |      |         |            |
+| `acos`        |      |         |            |
+| `approx_max_k`        |      |         |            |
+| `approx_min_k`        |      |         |            |
+| `argmax`        |      |         |            |
+| `argmin`        |      |         |            |
+| `asin`        |      |         |            |
+| `atan`        |      |         |            |
+| `atan2`        |      |         |            |
+| `batch_matmul`        |      |         |            |
+| `bessel_i0e`        |      |         |            |
+| `bessel_i1e`        |      |         |            |
+| `betainc`        |      |         |            |
+| `bitcase_convert_type`        |      |         |            |
+| `bitwise_not`        |      |         |            |
+| `bitwise_and`        |      |         |            |
+| `bitwise_or`        |      |         |            |
+| `bitwise_xor`        |      |         |            |
+| `population_count`        |      |         |            |
+| `broadcast`        |      |         |            |
+| `broadcast_in_dim`        |      |         |            |
+| `cbrt`        |      |         |            |
+| `ceil`        |      |         |            |
+| `clamp`        |      |         |            |
+| `collapse`        |      |         |            |
+| `complex`        |      |         |            |
+| `concatenate`        |      |         |            |
+| `conj`        |      |         |            |
+| `conv`        |      |         |            |
+| `convert_element_type`        |      |         |            |
+| `conv_general_dilated`        |      |         |            |
+| `conv_transpose`        |      |         |            |
+| `cos`        |      |         |            |
+| `cosh`        |      |         |            |
+| `cummax`        |      |         |            |
+| `cummin`        |      |         |            |
+| `cumprod`        |      |         |            |
+| `cumsum`        |      |         |            |
+| `digamma`        |      |         |            |
+| `div`        |      |         |            |
+| `dot`        |      |         |            |
+| `dot_general`        |      |         |            |
+| `dynamic_slice`        |      |         |            |
+| `dynamic_update_slice`        |      |         |            |
+| `eq`        |      |         |            |
+| `erf`        |      |         |            |
+| `erfc`        |      |         |            |
+| `erf_inv`        |      |         |            |
+| `exp`        |      |         |            |
+| `expand_dims`        |      |         |            |
+| `expm1`        |      |         |            |
+| `fft`        |      |         |            |
+| `floor`        |      |         |            |
+| `full`        |      |         |            |
+| `full_like`        |      |         |            |
+| `gather`        |      |         |            |
+| `ge`        |      |         |            |
+| `gt`        |      |         |            |
+| `igamma`        |      |         |            |
+| `igammac`        |      |         |            |
+| `imag`        |      |         |            |
+| `index_in_dim`        |      |         |            |
+| `index_take`        |      |         |            |
+| `iota`        |      |         |            |
+| `is_finite`        |      |         |            |
+| `le`        |      |         |            |
+| `lt`        |      |         |            |
+| `lgamma`        |      |         |            |
+| `log`        |      |         |            |
+| `log1p`        |      |         |            |
+| `logistic`        |      |         |            |
+| `max`        |      |         |            |
+| `min`        |      |         |            |
+| `mul`        |      |         |            |
+| `ne`        |      |         |            |
+| `neg`        |      |         |            |
+| `nextafter`        |      |         |            |
+| `pad`        |      |         |            |
+| `polygamma`        |      |         |            |
+| `pow`        |      |         |            |
+| `real`        |      |         |            |
+| `reciprocal`        |      |         |            |
+| `reduce`        |      |         |            |
+| `reshape`        |      |         |            |
+| `rem`        |      |         |            |
+| `rev`        |      |         |            |
+| `round`        |      |         |            |
+| `rsqrt`        |      |         |            |
+| `scatter`        |      |         |            |
+| `scatter_add`        |      |         |            |
+| `scatter_max`        |      |         |            |
+| `scatter_min`        |      |         |            |
+| `scatter_mul`        |      |         |            |
+| `select`        |      |         |            |
+| `shift_left`        |      |         |            |
+| `shift_right_arithmetic`        |      |         |            |
+| `shift_right_logical`        |      |         |            |
+| `slice`        |      |         |            |
+| `slice_in_dim`        |      |         |            |
+| `sign`        |      |         |            |
+| `sin`        |      |         |            |
+| `sinh`        |      |         |            |
+| `sort`        |      |         |            |
+| `sort_key_val`        |      |         |            |
+| `sqrt`        |      |         |            |
+| `square`        |      |         |            |
+| `squeeze`        |      |         |            |
+| `sub`        |      |         |            |
+| `tan`        |      |         |            |
+| `tie_in`        |      |         |            |
+| `top_k`        |      |         |            |
+| `transpose`        |      |         |            |
+| `zeta`        |      |         |            |
 
 ## Additional IPU optimized operations