Update homepage and HPL results across board pages.

Refresh homepage copy, align HPL tables to Before/After format, sync
VisionFive 2 numbers with EESSI results, and note DNF is caused by an
RVV bug in OpenBLAS 0.3.30.

Co-authored-by: Cursor <cursoragent@cursor.com>

Author: hugomeiland

README.md

@@ -1,9 +1,15 @@
-Helping you focus on results instead of compiling and maintaining. OpenSolvers provides a simple service to get your simulations computed.
+OpenSolvers explores how open-source scientific software runs on real hardware — starting with **RISC-V** boards and the tools that make that practical (EESSI, OpenBLAS, HPL, and friends). This site documents what we learn along the way.
 
-Currently working on several generations of RISC-V cores and validating synthetic performance and real-world applications. 
+## What we're working on
 
-Learnings from different boards:
-- [StarFive VisionFive2](boards/VisionFive2.html)
-- [OrangePi RV2](boards/RV2.html)
-- [BananaPi F3](boards/F3.html) 
+We're benchmarking **High Performance Linpack (HPL)** across several consumer RISC-V boards, comparing stock and architecture-tuned builds through the [EESSI](https://www.eessi.io/) stack. On the VisionFive 2, a SiFive U74-tuned OpenBLAS lifts HPL from **3.13** to **5.28 GFLOP/s** (**1.69×**) — end-to-end via EESSI and EasyBuild.
 
+See the [HPL results overview](boards/hpl.html) for a cross-board summary.
+
+## Boards
+
+- **[StarFive VisionFive 2](boards/VisionFive2.html)** — JH7110 SoC, 4× SiFive U74 (`rv64gc`). EESSI HPL **3.13 → 5.28 GFLOP/s** with U74 OpenBLAS tuning.
+- **[OrangePi RV2](boards/RV2.html)** — Ky X1 SoC, 8× SpacemiT X60. Native-arch HPL **7.38 GFLOP/s** (EESSI: DNF, RVV bug in OpenBLAS 0.3.30).
+- **[BananaPi F3](boards/F3.html)** — SpacemiT K1 SoC, 8× SpacemiT X60. HPL benchmarking in progress (EESSI: DNF, RVV bug in OpenBLAS 0.3.30).
+
+Use the menu above to jump straight to a board page.

boards/F3.md

@@ -1,2 +1,11 @@
-The BananaPi F3 uses the SpaceMit K1 SOC with SpaceMit x60 cores.
+The BananaPi F3 uses the SpacemiT K1 SoC with 8× SpacemiT X60 cores.
+
 ![](f3.jpg)
+
+## HPL
+
+| | Before | After |
+| --- | ------ | ----- |
+| HPL | DNF | — |
+
+Benchmarking in progress. **Before** (EESSI) DNF due to an RVV bug in OpenBLAS 0.3.30. See the [cross-board HPL overview](hpl.html).

boards/RV2.md

@@ -1,3 +1,11 @@
-The OrangePi RV2 uses the Ky X1 SOC with SpaceMit x60 cores.
+The OrangePi RV2 uses the Ky X1 SoC with 8× SpacemiT X60 cores.
+
 ![](rv2.png)
 
+## HPL
+
+| | Before | After |
+| --- | ------ | ----- |
+| HPL | DNF | **7.38 GFLOP/s** |
+
+See the [cross-board HPL overview](hpl.html) for full comparison. **Before** (EESSI) DNF due to an RVV bug in OpenBLAS 0.3.30.

boards/VisionFive2.md

@@ -4,12 +4,15 @@ The StarFive VisionFive 2 board is built around the StarFive **JH7110** SoC: fou
 
 ## HPL via EESSI
 
-End-to-end benchmark on real VisionFive 2 hardware using [EESSI](https://www.eessi.io/) `2025.06-001` on the RISC-V dev stack [`dev.eessi.io/riscv`](https://www.eessi.io/docs/repositories/dev.eessi.io-riscv/):
+See also the [cross-board HPL overview](hpl.html).
 
-| Configuration | HPL (N=10000, 4 cores, 2×2 grid) | Speedup |
-|---------------|----------------------------------|---------|
-| Stock OpenBLAS 0.3.30 (generic `rv64gc` kernel) | **3.13 GFLOP/s** (213 s) | 1.00× |
-| U74-optimized OpenBLAS ([easyconfigs#26436](https://github.com/easybuilders/easybuild-easyconfigs/pull/26436)) | **5.28 GFLOP/s** (126 s) | **1.69×** |
+End-to-end benchmark on real VisionFive 2 hardware using [EESSI](https://www.eessi.io/) `2025.06-001` on the RISC-V dev stack [`dev.eessi.io/riscv`](https://www.eessi.io/docs/repositories/dev.eessi.io-riscv/). Problem size **N=10000**, block size **NB=192**, **2×2** process grid (4 MPI ranks).
+
+| | Before | After | Speedup |
+| --- | ------ | ----- | ------- |
+| HPL (N=10000, 4 cores, 2×2 grid) | **3.13 GFLOP/s** (213 s) | **5.28 GFLOP/s** (126 s) | **1.69×** |
+
+**Before** — stock OpenBLAS 0.3.30 (generic `rv64gc` kernel). **After** — U74-optimized OpenBLAS ([easyconfigs#26436](https://github.com/easybuilders/easybuild-easyconfigs/pull/26436)).
 
 Stock OpenBLAS falls back to the generic `RISCV64_GENERIC` C `2×2` GEMM kernel (~3 GFLOP/s on HPL). A hand-tuned scalar **4×4 DGEMM micro-kernel** for the U74 pipeline ([OpenBLAS#5903](https://github.com/OpenMathLib/OpenBLAS/pull/5903)) lifts single-core DGEMM from ~1.4 to **1.77 GFLOP/s** and 4-core DGEMM to **6.31 GFLOP/s**.
 

boards/hpl.md

@@ -1,9 +1,15 @@
-Overview of result of HPL runs, based on march targets on each of the boards.
+# HPL results overview
 
-Toolchain: GCC 14.3.0, OpenBLAS 0.3.30 and HPL 2.3.0
+Cross-board summary of **High Performance Linpack (HPL)** runs on consumer RISC-V hardware, comparing `-march` targets and EESSI stack builds.
 
-| board | EESSI (rv64gc) | native arch | rv64imafd |
-| ----- | -------------- | ----------- | --------- |
-| SF VF2 (4x u74) | 3.28 Gf | | |
-| OPi RV2 (8x x60) | DNF | 7.38Gf | 7.34 Gf |
-| BPi F3 (8x x60) | DNF | | |
+**Toolchain:** GCC 14.3.0, OpenBLAS 0.3.30, HPL 2.3.0. EESSI runs use `2025.06-001` on [`dev.eessi.io/riscv`](https://www.eessi.io/docs/repositories/dev.eessi.io-riscv/).
+
+| Board | Cores | Before | After |
+| ----- | ----- | ------ | ----- |
+| [StarFive VisionFive 2](VisionFive2.html) | 4× SiFive U74 | 3.13 GFLOP/s | **5.28 GFLOP/s** |
+| [OrangePi RV2](RV2.html) | 8× SpacemiT X60 | DNF | 7.38 GFLOP/s |
+| [BananaPi F3](F3.html) | 8× SpacemiT X60 | DNF | — |
+
+**DNF** — did not finish on the EESSI RISC-V stack, due to an RVV bug in OpenBLAS 0.3.30.
+
+The VisionFive 2 **After** result uses a SiFive U74 OpenBLAS micro-kernel built via EasyBuild, swapped in at runtime with FlexiBLAS — **1.69×** faster than the stock EESSI **Before** build on the same hardware. See the [VisionFive 2 page](VisionFive2.html) and [EESSI/docs#818](https://github.com/EESSI/docs/pull/818) for the full walkthrough.