b9075
cuda: fuse snake activation (mul, sin, sqr, mul, add) (#22667)
- cuda: fuse snake activation (mul, sin, sqr, mul, add)
Add ggml_cuda_op_snake_fused with F32 / F16 / BF16 templates. The matcher recognizes the naive 5 op decomposition emitted by audio decoders (BigVGAN, Vocos) for snake activation y = x + sin(a*x)^2 * inv_b and rewrites it to a single elementwise kernel.
Add test_snake_fuse comparing CPU naive vs CUDA fused across F32 / F16 / BF16.
- cuda: address review feedback from @am17an
Use ggml_cuda_cast for F32/F16/BF16 conversions and rename kernel_snake to snake_kernel to match upstream conventions.
cuda: snake fusion fastdiv on T_len, Suggested-by: @am17an
Update tests/test-backend-ops.cpp
Co-authored-by: Aman Gupta amangupta052@gmail.com
- cuda: snake fusion check add->type matches x->type
Address review feedback from @am17an
- cuda: snake fusion check add->type matches x->type
Moved for readability (equivalent) Address review feedback from @am17an
Co-authored-by: Aman Gupta amangupta052@gmail.com
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