| """Level 1: Single-operator Pallas kernels.""" | |
| from pallasbench.kernels.level1 import ( | |
| relu, | |
| gelu, | |
| silu, | |
| sigmoid, | |
| tanh_act, | |
| softmax, | |
| log_softmax, | |
| layernorm, | |
| rmsnorm, | |
| matmul, | |
| batched_matmul, | |
| outer_product, | |
| reduce_sum, | |
| reduce_max, | |
| reduce_mean, | |
| exp_op, | |
| log_op, | |
| add_op, | |
| multiply_op, | |
| rsqrt_op, | |
| clamp, | |
| cross_entropy, | |
| mse_loss, | |
| cosine_sim, | |
| embedding_lookup, | |
| one_hot, | |
| nucleotide_onehot, | |
| ) | |