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πŸ—‘οΈ scraps v2 (Octominer X12 Ultra)

scraps v2 (completed October 26, 2026; expanded to 5 GPUs November 1, 2026) is the 5-GPU Ada/Ampere folding server housed in the Octominer X12 Ultra 12-slot server chassis. Originally brought online as scraps v1 on the legacy Haswell i7-4790 / 8GB DDR3 AX-B85M-ETH ("GPNE") mining frame, scraps v2 inherited the Octominer X12 Ultra platform when smallpieces v3 migrated onto its AMD Ryzen 9 9900X + PCIe Gen 5.0/4.0 x4 platformβ€”retiring its two legacy Turing cards and combining a ZOTAC GeForce RTX 4070 Blower in CPU-direct Slot 1 (Gen3 x16) with a ZOTAC GeForce RTX 3070 in Slot 2 (Gen3 x1) and three GeForce RTX 3060 Ti cards in Slots 4, 7, and 10.

πŸ–₯️ Hardware Summary (scraps v2 β€” Live Since Oct 26, 2026; 5-GPU Expansion Nov 1, 2026)

πŸ“Έ scraps v2.0 Glamour Shots (Octominer X12 Ultra Array & Chimney Exhaust β€’ Era 13)
Hover to preview β€’ Click to embiggen (←/β†’/Esc)

πŸ—ΊοΈ Physical to Logical GPU Ordering Map (Octominer X12 Ultra β€” scraps v2 5-GPU Array)

The physical slot designations are silk-screened on the Octominer X12 Ultra motherboard. Slot 1 is wired directly to the CPU as an unthrottled PCIe Gen 3.0 x16 link (housing the ZOTAC GeForce RTX 4070 Blower added November 1, 2026); Slots 2–12 are riserless physical x16 slots wired to the B250 PCH as PCIe Gen 3.0 x1 links (~985 MB/s per slot, housing the ZOTAC GeForce RTX 3070 in Slot 2 and the three RTX 3060 Ti cards in Slots 4, 7, and 10).

OX12U Slot Former Host / Slot GPU Model Host PCI Bus ID NVIDIA Index GPU UUID Power Cap Status & Notes
Slot 1 (Gen3 x16) smallpieces v2 Slot 6 ZOTAC GeForce RTX 4070 Blower 0000:01:00.0 0 d65f3411 160W (200W TGP) Active (12GB GDDR6X, CPU-direct Gen3 x16, 65% gpufanpin, raised from 145W Nov 10 βž” 2,550 MHz)
Slot 2 (Gen3 x1) OX12U Slot 1 ZOTAC GeForce RTX 3070 0000:04:00.0 2 1522578d 145W (220W TGP) Active (8GB GDDR6, PCH Gen3 x1, 65% gpufanpin, moved from Slot 1 Nov 1, 2026)
Slot 3 (Gen3 x1) β€” Empty β€” β€” β€” β€” Empty (Airflow spacing)
Slot 4 (Gen3 x1) GPNE Slot 1 DELL GeForce RTX 3060 Ti 0000:06:00.0 4 1ed25c7d 140W (200W TGP) Active (8GB GDDR6, PCH Gen3 x1; raised from 125W Nov 10: 1,380 βž” 1,635 MHz)
Slot 5 (Gen3 x1) β€” Empty β€” β€” β€” β€” Empty (Airflow spacing)
Slot 6 (Gen3 x1) β€” Empty β€” β€” β€” β€” Empty (Airflow spacing)
Slot 7 (Gen3 x1) GPNE Slot 2 ASUS GeForce RTX 3060 Ti 0000:05:00.0 3 a76d84a0 140W (200W TGP) Active (8GB GDDR6, PCH Gen3 x1; raised from 125W Nov 10: 1,530 βž” 1,650 MHz)
Slot 8 (Gen3 x1) β€” Empty β€” β€” β€” β€” Empty (Airflow spacing)
Slot 9 (Gen3 x1) β€” Empty β€” β€” β€” β€” Empty (Airflow spacing)
Slot 10 (Gen3 x1) GPNE Slot 4 ASUS GeForce RTX 3060 Ti 0000:02:00.0 1 d1ea526f 140W (200W TGP) Active (8GB GDDR6, PCH Gen3 x1; raised from 125W Nov 10: 1,575 βž” 1,830 MHz)
Slot 11 (Gen3 x1) β€” Empty β€” β€” β€” β€” Empty
Slot 12 (Gen3 x1) β€” Empty β€” β€” β€” β€” Empty

🐳 Container Runtime & Hardware Swap Procedure: See Fleet Docker Compose Architecture & Hardware Lifecycle for the standardized /opt/docker-configs/fah-compose.yaml specification, fah-start / fah-stop timer lifecycle, and graceful GPU swap procedure shared across all fleet hosts.


πŸš€ Scraps v2 Upgrade: Octominer X12 Ultra Migration (Oct 26, 2026) & 5-GPU RTX 4070 Expansion (Nov 1, 2026)

Cutover Status β€” LIVE (Oct 26, 2026; Expanded to 5 GPUs Nov 1, 2026; QRB Power-Cap Tuned Nov 10, 2026): scraps v2 is live inside the Octominer X12 Ultra 12-slot server chassis at its original IP (.27), running its migrated mSATA/SATA storage volumes intact, closed-loop octoctl v2.2.15 fan control, gpufanpin v1.3.1 (65% floor on both GPU 0 RTX 4070 and GPU 2 RTX 3070), nvpowerctl v1.3.4 (160W, 140W, 145W, 140W, 140W GPU caps = 725W total [raised Nov 10 from 665W to lift the 3x RTX 3060 Ti off their V_min voltage floor by +120..+255 MHz and RTX 4070 to 2,550 MHz] + MSR 0x1a0 unlock + 3.00 GHz ceiling + fah_main_cpus = 0, 3, 1, 2, 7), and its 5-GPU Ada/Ampere array (1x RTX 4070 + 1x RTX 3070 + 3x RTX 3060 Ti). Meanwhile, smallpieces v3 (AMD Ryzen 9 9900X + PCIe Gen 5.0/4.0 x4 in the repurposed GPNE chassis) is live with its 5-GPU all-Blackwell array.

1. Executive Summary & Fleet Hardware Cascade

The legacy scraps v1 platform (Haswell Core i7-4790 on an AX-B85M-ETH board) was constrained by an immovable 8GB single-SODIMM DDR3 ceiling, PCIe 2.0 x1 slots, and a shared 120V / 15A circuit. Rather than purchasing a separate motherboard/CPU kit for scraps, the fleet executed a hardware cascade across smallpieces and scraps:

  1. Stage 1 (scraps v2 Migration into Octominer X12 Ultra β€” Completed Oct 26, 2026): Transplanted scraps's existing 128GB mSATA boot drive and 30GB 2.5" SATA /opt drive into the vacated Octominer X12 Ultra chassis (Core i7-7700 4C/8T, 32GB DDR3L RAM, Thermalright AXP90-X36 cooler, and 4x HPE 750W 240V Platinum Plus PSUs), enabled octoctl.service, unlocked the B250 BIOS 800 MHz lock via nvpowerctl v1.3.2, and initially deployed 4 Ampere GPUs (1x Zotac RTX 3070 in Slot 1 + 3x RTX 3060 Ti in Slots 4, 7, 10).
  2. Stage 2 (smallpieces v3 All-Blackwell Cutover β€” Completed Oct 29, 2026): Rebuilt smallpieces v3 (Ryzen 9 9900X + ASUS TUF Gaming X670E-PLUS WiFi 6E + 32GB Kingston FURY DDR5-6000 + ADT-Link R34A Gen5 x4 bifurcation + 2400W PSU) inside the repurposed GPNE frame for smallpieces's 5 Blackwell GPUs (1x RTX 5070 + 4x RTX 5060 Ti).
  3. Stage 3 (scraps v2 5-GPU Expansion with ZOTAC RTX 4070 Blower β€” Completed Nov 1, 2026): Moved the ZOTAC GeForce RTX 3070 (1522578d, 145W) from OX12U Slot 1 to OX12U Slot 2 (Gen3 x1, Bus 04:00.0, GPU 2) and installed the ZOTAC GeForce RTX 4070 Blower (d65f3411, 12GB GDDR6X, 145W) into CPU-direct OX12U Slot 1 (Gen3 x16, Bus 01:00.0, GPU 0) alongside the three RTX 3060 Ti cards in Slots 4, 7, and 10.

2. Core Platform & GPU Lineup Comparison (scraps v1 βž” scraps v2)

Component Category scraps v1 (Legacy GPNE / Haswell) scraps v2 (Octominer X12 Ultra / 5-GPU Ada+Ampere) Operational Benefit
Chassis & Cooling GPNE 8-Fan Open/Closed Mining Frame Octominer X12 Ultra 12-Slot Server Chassis (High-Static-Pressure Delta Fan Wall) Closed-loop server telemetry (fan2 + OctoFan 0/2/4/6) and automated PWM + CPU thermal-assist fan control via octoctl v2.2.14.
Motherboard & CPU AX-B85M-ETH + Intel Core i7-4790 (Haswell 4C/8T) Octominer B250 Custom Board + Intel Core i7-7700 (Kaby Lake 4C/8T, MSR 0x1a0 unlocked) + Thermalright AXP90-X36 Upgrades Slot 1 to native PCIe Gen3 x16 and Slots 2–12 to native riserless PCIe Gen3 x1; configurable cpu_max_freq_khz ceiling balances TPF and CPU thermals.
System Memory (RAM) 8GB DDR3-1600 SODIMM (1x 8GB max) 32GB DDR3L-1600 SODIMM (2x 16GB, OPENMM_CPU_THREADS=4) 4x RAM expansion eliminates kernel page-table lockups, OOM pressure, and zswap thrashing (0.00 KB/s swap).
Network Controller Onboard Realtek PCIe Fast/Gigabit NIC Onboard Realtek RTL8105E Fast Ethernet (100baseT/Full, 100 Mbps) Streams 67.3 MiB Project 15506 Work Units at ~11.2 MB/s wire speed (~8 seconds per WU download).
Power Infrastructure 2400W PSU on shared 120V / 15A circuit 4x HPE 750W Platinum Plus Server PSUs (3000W total capacity) Direct riserless slot power via motherboard busbars plus high-efficiency Platinum PSU rails.
Storage Volumes 128GB Transcend mSATA (/, ubuntu-vg) + 30GB SATA SSD (/opt, ubuntu-opt) Migrated intact from scraps v1 (LVM UUID mounts preserved) Zero-reinstall OS transition; preserves host SSH identity, F@H client state, and historical telemetry logs.
GPU Complement 3x RTX 3060 Ti + 1x RTX 2060 SUPER + 1x RTX 2060 (5 GPUs: 3 Ampere, 2 Turing) 1x ZOTAC RTX 4070 (Slot 1 x16, 145W) + 1x ZOTAC RTX 3070 (Slot 2 x1, 145W) + 3x RTX 3060 Ti (Slots 4, 7, 10 x1, 125W) Replaces aging Turing 20-series cards with RTX 4070 (Ada) + RTX 3070 (Ampere) alongside 3x RTX 3060 Ti (5 GPUs, 665W total power cap).

πŸ“Š Live Per-GPU Benchmarks: scraps v1 vs. scraps v2 (4-GPU & 5-GPU Regimes)

Shortly after initial cutover on October 26, 2026, all four Ampere GPUs in scraps v2 drew concurrent Project 15506 (FahCore_28 v0.1.3, 166,465 atoms) Work Units from Temple University's assignment server (vav17.fah.temple.edu), enabling a direct apples-to-apples comparison against historical Project 15506 runs on the exact same physical RTX 3060 Ti silicon inside scraps v1 (i7-4790 + PCIe Gen 2 x1). Following the November 1, 2026 expansion to 5 GPUs (adding the ZOTAC GeForce RTX 4070 Blower into CPU-direct Slot 1 Gen3 x16 and moving the ZOTAC GeForce RTX 3070 to Slot 2 PCH Gen3 x1 under 3.00 GHz + nvpowerctl v1.3.4 thread affinity), we measured the full 5-GPU lineup across Project 15506 (FahCore_28) and Project 18249 (FahCore_27):

Host & Regime GPU Model & Slot Power Cap CPU Clock & Power Median TPF Estimated PPD PPD / Watt (GPU) vs. scraps v1 3060 Ti
scraps v1 (i7-4790, Gen2 x1) ASUS RTX 3060 Ti (d1ea526f) 125W 3.6–4.0 GHz (60.4W) 59.47s (P15506, n=9) ~2.83M PPD ~22.6k PPD/W Baseline (1.00x)
scraps v2 (BIOS Default 8x) 3x RTX 3060 Ti (Slots 4, 7, 10) 125W 800 MHz (4.3W) 59.0s – 61.0s (P15506) ~2.76M – 2.86M PPD ~22.4k PPD/W ~0% (CPU-bottlenecked at 800 MHz)
scraps v2 (4-GPU 24x Sweet Spot) 3x RTX 3060 Ti (Slots 4, 7, 10) 125W 2.40 GHz (10.4W) 55.0s – 56.0s (P15506) ~3.14M – 3.31M PPD ~25.1k – 26.5k PPD/W +11.0% to +17.0% PPD
scraps v2 (Active 5-GPU 30x Sweet Spot) 3x RTX 3060 Ti (Slots 4, 7, 10, Gen3 x1) 125W 3.00 GHz (18.5W) 54.8s (P15506) / 60.2s (P18249) ~3.29M – 3.52M PPD ~26.3k – 28.2k PPD/W +16.3% to +24.4% PPD
scraps v2 (4-GPU 24x Sweet Spot) Zotac RTX 3070 (Slot 1, Gen3 x16) 145W 2.40 GHz (10.4W) 43.52s – 44.0s (P15506) ~4.50M – 4.69M PPD ~31.0k – 32.3k PPD/W +59.0% to +65.7% PPD (on Slot 1 x16)
scraps v2 (Active 5-GPU 30x Sweet Spot) Zotac RTX 3070 (Slot 2, PCH Gen3 x1) 145W 3.00 GHz (18.5W) 46.5s (P15506) ~4.10M PPD ~28.3k PPD/W +44.9% PPD (-12.5% vs Slot 1 x16 due to x1 link)
scraps v2 (Active 5-GPU 30x Sweet Spot) ZOTAC RTX 4070 Blower (Slot 1, Gen3 x16) 145W 3.00 GHz (18.5W) 39.0s (P18249) ~6.05M – 6.62M PPD ~41.7k – 45.6k PPD/W +113.8% to +133.9% PPD (for +16% power)
Ref: smallpieces v2 (Blackwell) RTX 5060 Ti (PCH Gen3 x1) 130W 800 MHz (5.0W) 39.84s (P15506, n=37) ~5.24M PPD ~40.3k PPD/W +85.2% PPD

Whole-Node Production & Silicon Efficiency: scraps v2 (4-GPU & 5-GPU Regimes) vs. scraps v1 Historical Telemetry (57,641 Samples)

Comparing 57,641 full-load 1-minute telemetry samples from scraps v1's historical neumon.log across both of its operational erasβ€”Phase A (Jul 25 – Aug 28, 2026: 5 GPUs) and Phase B (Aug 29 – Oct 25, 2026: 3 GPUs + 2 idled Turings)β€”against both stages of scraps v2 (Oct 26–31 4-GPU Cutover and Nov 1+ 5-GPU Expansion) shows how replacing the Haswell/GPNE platform and Turing cards doubled output and efficiency at the exact same wall power:

Node Metric scraps v1 Phase A
(5 GPUs: Jul 25 – Aug 28)
scraps v1 Phase B
(3 GPUs: Aug 29 – Oct 25)
scraps v2 4-GPU
(Oct 26 – Oct 31)
scraps v2 5-GPU Live
(Nov 1+ Expansion)
v2 5-GPU vs. v1 5-GPU
(Same GPU Count)
Active GPU Lineup 5 GPUs: 3x 3060 Ti + 2060S + 2060 3 GPUs: 3x 3060 Ti (2 Turings idled) 4 GPUs: 1x 3070 + 3x 3060 Ti 5 GPUs: 1x 4070 + 1x 3070 + 3x 3060 Ti 5 GPUs vs. 5 GPUs (Ada+Ampere vs. Ampere+Turing)
Host CPU, RAM & PCIe i7-4790 (8GB DDR3, Gen2 x1) i7-4790 (8GB DDR3, Gen2 x1) i7-7700 @ 2.40 GHz (32GB, Gen3) i7-7700 @ 3.00 GHz (32GB, Gen3 x16/x1) Gen3 x16/x1 + 4x RAM + Thread Affinity
Full-Load Node PPD 10.11M PPD
(mean 10.39M, P90 12.44M)
6.53M PPD
(mean 6.51M, P90 7.10M)
13.70M – 14.61M PPD 20.20M PPD (20,197,060 PPD) +99.8% (2.00x PPD, +10.09M PPD)
Combined GPU Power Draw 586.1 W (576.5W median) 366.8 W (incl. 25W idle Turings) 508.8 W 628.8 W (665W cap) +42.7 W (+7.3%)
CPU Package Power Draw 50.8 – 60.4 W (1.05V Haswell) 50.8 W (1.03V Haswell) 10.4 W (0.864V @ 2.40 GHz) 18.5 W (0.980V @ 3.00 GHz) -32.3 W to -41.9 W (-63.6%)
Total Silicon Power (GPU + CPU) 636.9 W 417.6 W 519.2 W 647.3 W +10.4 W (+1.6%)
Whole-Node Efficiency (GPU + CPU) 15.87k PPD/Watt 15.64k PPD/Watt 26.39k PPD/Watt 31.20k PPD/Watt +96.6% (~2.0x PPD/Watt)
GPU & CPU Steady-State Temps 66–77Β°C GPU / 74–82Β°C CPU 58–66Β°C GPU / 68–74Β°C CPU 55–61Β°C GPU / 55–60Β°C CPU 55–63Β°C GPU / 66.0Β°C CPU -10Β°C to -14Β°C cooler GPUs & CPU

How LAR.systems Rankings Work & Why scraps v2 Scores "Unicorn (+88%)" on P18264 vs "Normal" / "OK" on Un-Skewed Desktop Baselines

LAR.systems computes its slot performance badges (UNICORN >= +30%, GREAT +20..30%, GOOD +10..20%, NORMAL -10..+10%, OK -20..-10%, POOR -30..-20%, OOF < -30%) strictly per-(GPU Model, OS, Project ID) via model-specific JSON profiles (ad104_geforce_rtx_4070.json, ga104_geforce_rtx_3070.json, etc.). Because the LAR webclient periodically pushes active slot samples from open browser tabs, comparing the ZOTAC RTX 4070 Blower (d65f3411, 145W cap) across its first two Alzheimer's projects (919,221 atoms) on scraps v2 reveals two distinct phenomena:

Bottleneck Dimension smallpieces v3 ("Unicorn" Tier) scraps v2 ("Normal" / "OK" on Un-Skewed Projects; "Unicorn" vs sp v2 on P18264) Measured Impact on *070 GPUs
1. PCIe Lane Width & Topology 4x PCIe Gen 5.0 x4 (15.8 GB/s) + 1x Gen 4.0 x4 (7.9 GB/s), all wired directly to the CPU (0 PCH contention). RTX 4070 on Slot 1 Gen 3.0 x16 (15.8 GB/s), but RTX 3070 on Slot 2 Gen 3.0 x1 (~0.98 GB/s) multiplexed through the B250 PCH alongside 3x 3060 Ti. Moving the RTX 4070 from sp v2 Slot 6 (Gen3 x1 + 800 MHz CPU) to scraps Slot 1 (Gen3 x16 + 3.0 GHz CPU) lifted its P18264 output +88% (3.31M βž” 6.21M PPD); moving the RTX 3070 from Slot 1 (x16) to Slot 2 (x1) slowed P15506 TPF from 43.5s (4.69M) βž” 46.5s (4.10M, -12.5%).
2. Physical CPU Cores per GPU 12 Zen 5 cores / 24 threads (4.7–5.2 GHz) for 5 GPUs (2.4 physical cores per GPU). OpenMM's 4 barrier threads per GPU run on idle physical cores without ever touching a CUDA polling core. 4 Kaby Lake cores / 8 threads (3.00 GHz) for 5 GPUs (0.8 physical cores per GPU). 5 GPUs > 4 physical cores: every physical core's execution units are shared across CUDA polling + 20 OpenMM helper threads (5 × 4). Even with TID == PID pinned so main CUDA threads never collide, OpenMM's host-side PME/barostat reductions and 1% JSON frame writes run ~2.5x slower per step than on Zen 5.
3. L3 Cache & RAM Bandwidth 64 MB L3 Cache + Dual-Channel DDR5-6000 (~75 GB/s). OpenMM host force arrays fit inside L3 cache; checkpoints compress in <1.2s. 8 MB L3 Cache (1/8th) + DDR3L-1600 (~21 GB/s, 1/3.5th). Host-side atom coordinate arrays spill to DDR3L RAM; 5% checkpoints stall GPU 0 (RTX 4070) for 5.0–6.0s (0% SM%). On Project 18249, the RTX 4070 completes 1% steps in 37s, but loses 5–6s every 5% checkpoint (39.0s effective TPF = ~6.05M PPD).
4. CUDA Driver Polling Model Blackwell (RTX 5070 / 5060 Ti) uses cudaDeviceScheduleYield / event-driven waits (~71% host CPU load for 5 GPUs), leaving idle CPU headroom for OpenMM steps. Ada (RTX 4070) uses aggressive cuEventSynchronize spin-polling (100% RNl core lock), saturating a full logical core continuously. Requires nvpowerctl v1.3.4 thread affinity isolation (fah_main_cpus = 0, 3, 1, 2, 7) so the RTX 4070's spin loop never time-slices another GPU's main loop.
5. TSMC Node V/F Curve under Power Cap Blackwell (TSMC 4NP) at 165W (5070) / 130W (5060 Ti) holds 2,700–2,850 MHz (95–98% of stock clock), beating stock-TGP LAR averages submitted on older CPUs. Ampere (Samsung 8nm 3070) at 145W (-34% vs 220W TGP) drops from ~1,950 MHz to 1,695 MHz (-13% clock); Ada (4070) at 145W (-28% vs 200W) runs at 2,445 MHz vs ~2,750 MHz stock. On un-skewed projects (P18258, P15506), LAR.systems' "Unicorn" threshold for 3070 / 4070 is set by 200–240W desktop cards on PCIe x16 + DDR4/DDR5, whereas scraps trades top-end clock for 31.2k PPD/W efficiency.

🌑️ Kaby Lake i7-7700 Multiplier, Vcore & Thermal Sweet-Spot Analysis (2.40 GHz 4-GPU & 3.00 GHz 5-GPU Regimes)

When all GPUs initially began folding with MSR 0x1a0 bit 38 cleared and scaling_max_freq uncapped, two hardware behaviors of the Octominer B250 mining motherboard and Thermalright AXP90-X36 1U cooler surfaced:

  1. Why smallpieces v2 Ran So Cool in the Same Chassis (50–56Β°C): Auditing 15,720 historical neumon.log samples from smallpieces v2 revealed that because the Octominer B250 BIOS boots with IA32_MISC_ENABLE (MSR 0x1a0) bit 38 set (0x4000850089), intel_pstate was locked into its minimum 8x (800 MHz) LFM state 93.1% of the time. At 800 MHz, the i7-7700 requests only 0.672 V Vcore and draws just 4.3–5.7 W package powerβ€”allowing the CPU to sit at 50–56Β°C even with the Octominer chassis fans idling at 22% (1,805 RPM).
  2. Hard B250 BIOS Multiplier Ceiling at 36x (3.60 GHz) & Quadratic Vcore Heating: Even after clearing bit 38 of MSR 0x1a0 (0x850089), the Octominer B250 mining BIOS programs MSR_CONFIG_TDP_NOMINAL (0x648 = 0x24) and MSR_PERF_STATUS (0x198 = 0x2400) to cap the physical hardware multiplier at 36x (3.60 GHz base clock) regardless of MSR_TURBO_RATIO_LIMIT (0x1ad = 0x2829292a). Because each FahCore process busy-polls cuEventSynchronize continuously on one CPU thread, running 4–5 active GPU workers at 36x (3.60 GHz) drives Vcore to 1.14 V and CPU package power to 25.3–28.0 W (6x higher heat dissipation than 800 MHz), pushing the low-profile 36mm CPU cooler to 83–89Β°C unless the loud Delta chassis fans ramp to 85% (4,700 RPM).

Live Multiplier, Vcore, Package Power & TPF Sweep (4-GPU & 5-GPU Load)

By sweeping /sys/devices/system/cpu/cpufreq/policy*/scaling_max_freq across every Kaby Lake P-state multiplier under live 4-GPU and 5-GPU load, we mapped the non-linear V/F curve of the i7-7700 inside the Octominer X12 Ultra:

CPU Multiplier & Clock scaling_max_freq VID / Vcore (MSR 0x198) CPU Package Power (RAPL) CPU Temp RTX 3070 TPF (P15506) 3x RTX 3060 Ti TPF (P15506) Acoustic & Thermal Assessment
8x (800 MHz) (BIOS Default) 800000 0.672 V (672 mV) 4.3 W 51–57Β°C 48.0–50.0s 59.0–61.0s Whisper-quiet (1,805 RPM), but starves OpenMM frame dispatch (+4–5s TPF penalty).
16x (1.60 GHz) 1600000 0.744 V (744 mV) 5.9 W 58Β°C ~45.8s ~57.4s Whisper-quiet; recovers ~60% of clock-scaling TPF gain for only +1.6W.
20x (2.00 GHz) 2000000 0.800 V (800 mV) 8.2 W 59Β°C ~44.7s ~56.5s Whisper-quiet; sub-10W CPU package power.
24x (2.40 GHz) (4-GPU Sweet Spot) 2400000 0.864 V (864 mV) 10.4 W 58–60Β°C 44.0s (Slot 1 x16) 56.0s 4-GPU Sweet Spot: Cuts CPU power by -59% vs. 3.6 GHz when 4 GPUs = 4 physical cores.
28x (2.80 GHz) 2800000 0.944 V (944 mV) 14.0 W 64Β°C ~43.4s ~55.3s Vcore crosses 0.94V; intermediate step for 4 GPUs.
30x (3.00 GHz) ⭐ 3000000 0.980 V (980 mV) 18.5 W 65–66Β°C 46.5s (Slot 2 x1) 54.8s Active 5-GPU Sweet Spot (performance governor + fah_thread_affinity): Keeps Vcore below 1.0V and CPU temp 9Β°C below 75Β°C fan-assist threshold while feeding 5 GPUs (incl. RTX 4070 at 39.0s on P18249) across 4 physical cores.
32x (3.20 GHz) 3200000 1.040 V (1,040 mV) 20.5 W 69–71Β°C ~42.9s ~54.8s Vcore crosses 1.0V; thermal margin tightens on 36mm cooler.
34x (3.40 GHz) 3400000 1.080 V (1,080 mV) 23.2 W 72–74Β°C ~42.7s ~54.5s Approaching CPU thermal assist threshold (75Β°C).
36x (3.60 GHz) (B250 Max) 3600000 1.140 V (1,140 mV) 25.3–28.0 W 83–89Β°C (75Β°C @ 85% fans) 42.54s 54.33s Requires loud 4,700 RPM chassis fans to cool 25–28W for only ~0.5–1.5s faster TPF.

Production Daemon Configuration (nvpowerctl v1.3.4 + gpufanpin v1.3.1 + octoctl v2.2.15)


πŸ”¬ baseliner v3.7.1 Multi-GPU Scaling & Cycle Decomposition (0-GPU βž” 1-GPU βž” 2-GPU βž” 4-GPU βž” 5-GPU)

Using baseliner v3.7.1 (baseliner --compare), we captured 30-second high-frequency (250ms PCIe / NVML polling + hardware PMU cycle counters) baselines across all five operational load stages on scraps v2:

  1. 0-GPU Idle Baseline (scraps_baseline_20261026_172421.log): All GPUs idle (P8 state, 34.5W total GPU power, CPU idling at 800 MHz).
  2. 1-GPU Folding Baseline (scraps_baseline_20261026_175735.log): Slot 1 Zotac RTX 3070 folding P15506 (WU1823) solo at 3.60 GHz CPU clock.
  3. 2-GPU Folding Baseline (scraps_baseline_20261026_182358.log): Slot 1 RTX 3070 + Slot 7 ASUS RTX 3060 Ti (WU1825) folding concurrently at 3.60 GHz CPU clock.
  4. 4-GPU Full-Tilt Baseline @ 2.40 GHz (scraps_baseline_20261026_184741.log): All 4 Ampere GPUs (1x RTX 3070 + 3x RTX 3060 Ti) folding P15506 concurrently at the 2.40 GHz (0.864V, 10.4W, powersave governor) 4-GPU sweet spot.
  5. 5-GPU Full-Tilt Production Baseline @ 3.00 GHz + Thread Affinity (scraps_baseline_20261101_161610.log): All 5 Ada/Ampere GPUs (GPU 0: RTX 4070 on Slot 1 Gen3 x16 + GPU 2: RTX 3070 on Slot 2 Gen3 x1 + GPU 1, 3, 4: 3x RTX 3060 Ti on Slots 10, 7, 4 Gen3 x1) folding concurrently (20.20M PPD) at the 3.00 GHz (0.980V, 18.5W, performance governor + fah_main_cpus = 0, 3, 1, 2, 7) 5-GPU production sweet spot.
Telemetry Metric (30s Window) 0-GPU Idle 1-GPU (3070) 2-GPU (3070 + 3060 Ti) 4-GPU @ 2.40 GHz 5-GPU Full Tilt @ 3.00 GHz
CPU Clock, Governor & Power 800 MHz (~3.8W) 3,600 MHz (~11W) 3,600 MHz (~16W) 2,400 MHz powersave (10.4W) 3,000 MHz performance (18.5W @ 0.980V)
CPU Busy % (usr% / sys%) 5.03% (1.5% / 3.1%) 17.03% (12.0% / 4.7%) 30.17% (21.4% / 8.4%) 55.66% (36.6% / 18.6%) 68.07% (62.8% / 5.3%)
CPU Idle % / IO Wait % 94.97% / 0.00% 82.97% / 0.00% 69.83% / 0.00% 44.34% / 0.00% 31.93% / 0.00%
Total Unhalted CPU Cycles 21.88 Gcyc 136.32 Gcyc 253.04 Gcyc 321.31 Gcyc 485.15 Gcyc
↳ Time-Bound MMIO Wait Cycles 5.56 Gcyc (25.4%) 7.51 Gcyc (5.5%) 14.00 Gcyc (5.5%) 5.56 Gcyc (1.7%) 9.36 Gcyc (1.9%)
↳ True Compute / Kernel Cycles 16.32 Gcyc (74.6%) 128.81 Gcyc (94.5%) 239.04 Gcyc (94.5%) 301.55 Gcyc (93.8%) 463.90 Gcyc (95.6%)
Hardware Interrupts / sec 7,534.7 /s 15,595.7 /s 25,738.0 /s 43,878.0 /s 51,796.0 /s (~10.4k /s per GPU)
Context Switches / sec (vmstat) 3,412 /s 3,310 /s 3,245 /s 3,181 /s 2,949 /s (-7.3% via thread affinity)
Free System RAM / Swap Rate 21,341 MB / 0.00 KB/s 20,971 MB / 0.00 KB/s 20,664 MB / 0.00 KB/s 20,535 MB / 0.00 KB/s 18,365 MB / 0.00 KB/s
Combined GPU Power Draw 34.5 W 174.1 W 284.7 W 508.8 W 626.8 W (628.8W steady state)
GPU SM Utilization (0/1/2/3[/4]) 0% / 0% / 0% / 0% 95.6% / 0% / 0% / 0% 95.3% / 0% / 95.3% / 0% 94.4% / 95.9% / 93.8% / 95.9% 87.7% / 94.9% / 93.8% / 95.3% / 87.6%
(94–100% between 5% checkpoints)
Combined PCIe TX / RX Avg (Peak) 0.0 / 0.0 MB/s 34.9 / 26.8 MB/s (255 MB/s) 68.8 / 52.8 MB/s (367 MB/s) 122.6 / 91.9 MB/s (517 MB/s) 438.9 / 303.6 MB/s
(2,998 MB/s TX / 1,132 MB/s RX Peak)

Key Architectural Takeaways from the 5-Stage baseliner Progression


3. Cutover Execution Notes & Historical scraps v1 Slot Map

πŸ“Έ Historical scraps v1.0 Glamour Shots (AX-B85M-ETH in GPNE Frame β€’ Eras 9–12)
Hover to preview β€’ Click to embiggen (←/β†’/Esc)