Refactor validate modes, fix benchmark report and IPMI power

- Replace diag level 1-4 dropdown with Validate/Stress radio buttons
- Validate: dcgmi L2, 60s CPU, 256MB/1p memtester, SMART short
- Stress: dcgmi L3 + targeted_stress in Run All, 30min CPU, 1GB/3p memtester, SMART long/NVMe extended
- Parallel GPU mode: spawn single task for all GPUs instead of splitting per model
- Benchmark table: per-GPU columns for sequential runs, server-wide column for parallel
- Benchmark report converted to Markdown with server model, GPU model, version in header; only steady-state charts
- Fix IPMI power parsing in benchmark (was looking for 'Current Power', correct field is 'Instantaneous power reading')

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

audit/internal/webui/api.go

@@ -222,7 +222,21 @@ func formatSplitTaskName(baseName, selectionLabel string) string {
 }
 
 func buildNvidiaTaskSet(target string, priority int, createdAt time.Time, params taskParams, baseName string, appRef *app.App, idPrefix string) ([]*Task, error) {
-	if !shouldSplitHomogeneousNvidiaTarget(target) {
+	if !shouldSplitHomogeneousNvidiaTarget(target) || params.ParallelGPUs {
+		// Parallel mode (or non-splittable target): one task for all selected GPUs.
+		if params.ParallelGPUs && shouldSplitHomogeneousNvidiaTarget(target) {
+			// Resolve the selected GPU indices so ExcludeGPUIndices is applied.
+			gpus, err := apiListNvidiaGPUs(appRef)
+			if err != nil {
+				return nil, err
+			}
+			resolved, err := expandSelectedGPUIndices(gpus, params.GPUIndices, params.ExcludeGPUIndices)
+			if err != nil {
+				return nil, err
+			}
+			params.GPUIndices = resolved
+			params.ExcludeGPUIndices = nil
+		}
 		t := &Task{
 			ID:        newJobID(idPrefix),
 			Name:      baseName,
@@ -262,6 +276,53 @@ func buildNvidiaTaskSet(target string, priority int, createdAt time.Time, params
 	return tasks, nil
 }
 
+// expandSelectedGPUIndices returns the sorted list of selected GPU indices after
+// applying include/exclude filters, without splitting by model.
+func expandSelectedGPUIndices(gpus []platform.NvidiaGPU, include, exclude []int) ([]int, error) {
+	indexed := make(map[int]struct{}, len(gpus))
+	allIndices := make([]int, 0, len(gpus))
+	for _, gpu := range gpus {
+		indexed[gpu.Index] = struct{}{}
+		allIndices = append(allIndices, gpu.Index)
+	}
+	sort.Ints(allIndices)
+
+	selected := allIndices
+	if len(include) > 0 {
+		selected = make([]int, 0, len(include))
+		seen := make(map[int]struct{}, len(include))
+		for _, idx := range include {
+			if _, ok := indexed[idx]; !ok {
+				continue
+			}
+			if _, dup := seen[idx]; dup {
+				continue
+			}
+			seen[idx] = struct{}{}
+			selected = append(selected, idx)
+		}
+		sort.Ints(selected)
+	}
+	if len(exclude) > 0 {
+		skip := make(map[int]struct{}, len(exclude))
+		for _, idx := range exclude {
+			skip[idx] = struct{}{}
+		}
+		filtered := selected[:0]
+		for _, idx := range selected {
+			if _, ok := skip[idx]; ok {
+				continue
+			}
+			filtered = append(filtered, idx)
+		}
+		selected = filtered
+	}
+	if len(selected) == 0 {
+		return nil, fmt.Errorf("no NVIDIA GPUs selected")
+	}
+	return selected, nil
+}
+
 // ── SSE helpers ───────────────────────────────────────────────────────────────
 
 func sseWrite(w http.ResponseWriter, event, data string) bool {
@@ -423,7 +484,7 @@ func (h *handler) handleAPISATRun(target string) http.HandlerFunc {
 
 		var body struct {
 			Duration           int      `json:"duration"`
-			DiagLevel          int      `json:"diag_level"`
+			StressMode         bool     `json:"stress_mode"`
 			GPUIndices         []int    `json:"gpu_indices"`
 			ExcludeGPUIndices  []int    `json:"exclude_gpu_indices"`
 			Loader             string   `json:"loader"`
@@ -444,7 +505,7 @@ func (h *handler) handleAPISATRun(target string) http.HandlerFunc {
 		}
 		params := taskParams{
 			Duration:           body.Duration,
-			DiagLevel:          body.DiagLevel,
+			StressMode:         body.StressMode,
 			GPUIndices:         body.GPUIndices,
 			ExcludeGPUIndices:  body.ExcludeGPUIndices,
 			Loader:             body.Loader,