yanyanyanggg
yanyanyanggg
### Issue: [RISC-V RVV] cos operator shows slight performance degradation #### Description The cosine operator shows minor performance degradation with the RISC‑V Vector (RVV) extension, achieving 0.981× the performance of...
### Issue: [RISC-V RVV] max_pool2d operator shows minor performance regression #### Description The max_pool2d operator shows slight performance degradation with the RISC‑V Vector (RVV) extension, achieving 0.867× the performance of...
### Issue: [RISC-V RVV] negative operator shows performance degradation #### Description The negative operator (elementwise negation) shows performance regression with the RISC‑V Vector (RVV) extension, achieving only 0.854× the performance...
### Issue: [RISC-V RVV] softmax operator shows suboptimal vectorization #### Description The softmax operator performs worse with the RISC‑V Vector (RVV) extension, achieving only 0.745× the performance of the scalar...
### Issue: [RISC-V RVV] sigmoid operator slower with vector extension #### Description The sigmoid activation function shows performance degradation with the RISC‑V Vector (RVV) extension, achieving only 0.703× the performance...
### Issue: [RISC-V RVV] avg_pool2d operator shows performance degradation #### Description The average pooling operator (avg_pool2d) shows performance regression with the RISC‑V Vector (RVV) extension, achieving only 0.621× the performance...
### Issue: [RISC-V RVV] round operator shows suboptimal vectorization #### Description The round operator performs worse with the RISC‑V Vector (RVV) extension, achieving only 0.547× the performance of the scalar...
### Issue: [RISC-V RVV] floor operator performance regression #### Description The floor operator shows performance degradation with the RISC‑V Vector (RVV) extension, achieving only 0.521× the performance of the scalar...
### Issue: [RISC-V RVV] sqrt operator shows poor vectorization performance #### Description The sqrt (square root) operator performs poorly with the RISC‑V Vector (RVV) extension, achieving only 0.385× the performance...
### Issue: [RISC-V RVV] Performance Issue: bias_add operator slower with vectorization #### Description The bias_add operator shows significant performance degradation when using the RISC‑V Vector (RVV) extension. With an acceleration...