- CV models: FP32 kernels and int8 (w8a8ch) kernels
- LLM models: BF16 kernels and int4 (Q4_K) kernels
Full precision kernels (fp32 and bf16) are ready to benchmark while low-bit kernels have correctness issue that may need a new evaluator
Update definition and workload for CV model kernels:
ArtificialRay
7e7beda
- only conv2d and conv2d depthwise are kept, remove others
- conv2d and conv2d depthwise have fp32 and int8 percision kernels
- add new maxpool2d definitions
- add workloads for new conv2d, conv2d depthwise definitions, pooling, lstm definitions.
Resolve conflict and recover nn kernel traces
ArtificialRay
a7c0f7e
local snapshot before syncing with HF
ArtificialRay
7502e01
Replace pre-PR#15 conv2d-only trace with current simd-loop set (definitions + workloads + reference/autovec solutions)
