ROCK 5B Debug Party Invitation

Quoting @willy: “Cores 4 and 5 are reported as running at 2286-2290 MHz while cores 6 and 7 are measured at 2308 MHz”.

Measured with his cool mhz utility.

sysfs contents from my sbc-bench result:

cpu0/index0: 32K, level: 1, type: Data
cpu0/index1: 32K, level: 1, type: Instruction
cpu0/index2: 128K, level: 2, type: Unified
cpu0/index3: 3072K, level: 3, type: Unified
cpu1/index0: 32K, level: 1, type: Data
cpu1/index1: 32K, level: 1, type: Instruction
cpu1/index2: 128K, level: 2, type: Unified
cpu1/index3: 3072K, level: 3, type: Unified
cpu2/index0: 32K, level: 1, type: Data
cpu2/index1: 32K, level: 1, type: Instruction
cpu2/index2: 128K, level: 2, type: Unified
cpu2/index3: 3072K, level: 3, type: Unified
cpu3/index0: 32K, level: 1, type: Data
cpu3/index1: 32K, level: 1, type: Instruction
cpu3/index2: 128K, level: 2, type: Unified
cpu3/index3: 3072K, level: 3, type: Unified
cpu4/index0: 64K, level: 1, type: Data
cpu4/index1: 64K, level: 1, type: Instruction
cpu4/index2: 512K, level: 2, type: Unified
cpu4/index3: 3072K, level: 3, type: Unified
cpu5/index0: 64K, level: 1, type: Data
cpu5/index1: 64K, level: 1, type: Instruction
cpu5/index2: 512K, level: 2, type: Unified
cpu5/index3: 3072K, level: 3, type: Unified
cpu6/index0: 64K, level: 1, type: Data
cpu6/index1: 64K, level: 1, type: Instruction
cpu6/index2: 512K, level: 2, type: Unified
cpu6/index3: 3072K, level: 3, type: Unified
cpu7/index0: 64K, level: 1, type: Data
cpu7/index1: 64K, level: 1, type: Instruction
cpu7/index2: 512K, level: 2, type: Unified
cpu7/index3: 3072K, level: 3, type: Unified

Awesome. Thanks @tkaiser!

Yes, 120ns is one of the best results for ARM boards. My mcbin which used to be one of the best was at 175. RPi4 at 2 GHz gives me 154, and Odroid-N2+ at 2.4G says 135.

In my little sbc-bench results collection only Apple M1 Pro, Jetson AGX Orin, NXP LX2xx0A (Honeycomb LX2) and Qualcomm Snapdragon 865 (QRB5165) perform similar or better.

Yes I’m seeing 113ns on the LX2. This board has two 64-bit DDR4 channels, that must help a bit :slight_smile:

As has been demonstrated 3 weeks ago after enabling dmc and defaulting to dmc_ondemand as governor by Radxa Rock5B’s idle consumption dropped by 500-600mW but also performance is harmed. See the Geekbench comparison above or compare sbc-bench scores. With dmc disabled or performance dmc governor performance is significantly higher than compared to dmc_ondemand.

Can this be changed? Of course.

There’s a few tunables below /sys/devices/platform/dmc/devfreq/dmc/ and upthreshold for example defaults to 40. This whole dmc thing (Dynamic Memory Interface) is all about clocking the RAM between 528 MHz and 2112 MHz based on ‘need’. But as we’ve seen defaults end up with RAM clocks not ramping up fast enough with benchmarks (and real-world tasks as well).

Quick loop with 7z b through 10-40 and listing the 7-ZIP MIPS for compression and decompression individually. Also measuring idle consumption for 3 minutes with each setting and reporting the averaged value:

upthreshold compression decompression idle
40 12685 15492 1280mW
30 15032 15111 1280mW
20 14672 16297 1280mW
10 15503 17252 1910mW
(performance) 15370 17786 1920mW

Looks like smart people (or smart distro maintainers) add this to some start script or service: echo 20 > /sys/devices/platform/dmc/devfreq/dmc/upthreshold :slight_smile:

Full 7-zip MIPS list of all upthreshold values between 10 and 40:

upthreshold compression MIPS decompression MIPS
40 12685 15492
39 12327 15559
38 12349 15638
37 12356 15525
36 12362 15560
35 12183 15472
34 13809 15216
33 14373 15055
32 14978 14962
31 14658 15307
30 15032 15111
29 15127 14986
28 14960 14953
27 14888 15244
26 15190 15281
25 14727 15320
24 14819 15799
23 14710 14618
22 14847 16332
21 14964 16200
20 14672 16297
19 15125 16244
18 14972 16406
17 15373 16587
16 14985 16962
15 15372 17076
14 15403 17121
13 15282 17144
12 15139 17165
11 15185 17204
10 15503 17252

As can be seen each run needs to be repeated at least 5 times and then take an average value to get rid of result variation caused by side effects. But I’ll leave this for someone else as an excercise…

@hipboi to address the remaining performance problems (I/O performance with ondemand cpufreq governor and overall performance with dmc_ondemand memory governor) all that’s needed is adding some variables with values to a file below /etc/sysfs.d/. See at the very bottom here.

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@willy @tkaiser I have my board cpu cluster1 pvtm sel at 4 and cluster2 pvtm sel at 5. I added a patch to show some log printed from kernel:

--- a/drivers/opp/of.c

+++ b/drivers/opp/of.c

@@ -459,7 +459,7 @@ static bool _opp_is_supported(struct device *dev, struct opp_table *opp_table,

 	}

 

 	versions = count / levels;

-

+	dev_dbg(dev, "%s: count is %d, levels is %d, versions is %d\n", __func__, count, levels, versions);

 	/* All levels in at least one of the versions should match */

 	for (i = 0; i < versions; i++) {

 		bool supported = true;

@@ -475,6 +475,7 @@ static bool _opp_is_supported(struct device *dev, struct opp_table *opp_table,

 

 			/* Check if the level is supported */

 			if (!(val & opp_table->supported_hw[j])) {

+				dev_warn(dev, "%s: val is %u, opp_table->supported_hw[j] is %u", __func__, val, opp_table->supported_hw[j]);

 				supported = false;

 				break;

 			}

@@ -767,7 +768,7 @@ static struct dev_pm_opp *_opp_add_static_v2(struct opp_table *opp_table,

 

 	/* Check if the OPP supports hardware's hierarchy of versions or not */

 	if (!_opp_is_supported(dev, opp_table, np)) {

-		dev_dbg(dev, "OPP not supported by hardware: %lu\n",

+		dev_warn(dev, "OPP not supported by hardware: %lu\n",

 			new_opp->rate);

 		goto free_opp;

 	}

Here is the log I got:

[    3.958433] cpu cpu4: _opp_is_supported: val is 36, opp_table->supported_hw[j] is 16
[    3.958444] cpu cpu4: _opp_is_supported: val is 72, opp_table->supported_hw[j] is 16
[    3.958455] cpu cpu4: _opp_is_supported: val is 128, opp_table->supported_hw[j] is 16
[    3.959181] cpu cpu6: _opp_is_supported: val is 19, opp_table->supported_hw[j] is 32
[    3.960056] cpu cpu6: _opp_is_supported: val is 72, opp_table->supported_hw[j] is 32
[    3.960830] cpu cpu6: _opp_is_supported: val is 128, opp_table->supported_hw[j] is 32

The val value is deined in device tree opp-supported-hw. 19 is 0x13 from opp-2256000000, 36 is 0x24 from opp-2304000000, 72 is 0x48 from opp-2352000000, and 128 is 0x80 from opp-2400000000.
The kernel driver calculate the result of val & opp_table->supported_hw[j] to see if the opp rate is supported. It seems that 16=2^4, 32=2^5, and 4, 5 is the pvtm sel of that 2 clusters.
So if we change the opp-supported-hw of opp-2400000000, we may enable the 2.4GHz opp on the low pvtm boards. For example, use this patch:

diff --git a/arch/arm64/boot/dts/rockchip/rk3588s.dtsi b/arch/arm64/boot/dts/rockchip/rk3588s.dtsi

index bd88bc554..0471e960e 100644

--- a/arch/arm64/boot/dts/rockchip/rk3588s.dtsi

+++ b/arch/arm64/boot/dts/rockchip/rk3588s.dtsi

@@ -934,7 +934,7 @@

 			clock-latency-ns = <40000>;

 		};

 		opp-2400000000 {

-			opp-supported-hw = <0xff 0x80>;

+			opp-supported-hw = <0xff 0x10>;

 			opp-hz = /bits/ 64 <2400000000>;

 			opp-microvolt = <1000000 1000000 1000000>,

 					<1000000 1000000 1000000>;

@@ -1143,7 +1143,7 @@

 			clock-latency-ns = <40000>;

 		};

 		opp-2400000000 {

-			opp-supported-hw = <0xff 0x80>;

+			opp-supported-hw = <0xff 0x10>;

 			opp-hz = /bits/ 64 <2400000000>;

 			opp-microvolt = <1000000 1000000 1000000>,

 					<1000000 1000000 1000000>;

Nice findings! Three things come to my mind:

Me not qualified for testing due to my board allowing for the 2400 MHz cpufreq opp by default:

[    6.662048] cpu cpu4: pvtm=1785
[    6.665982] cpu cpu4: pvtm-volt-sel=7
[    6.673723] cpu cpu6: pvtm=1782
[    6.677675] cpu cpu6: pvtm-volt-sel=7

BTW: at least based on sbc-bench results collection my board is just one out of 21 that gets the 2400 MHz, the other 20 are limited to lower cpufreqs [1]. But as we’ve seen a lower cpufreq OPP can be compensated by the CPU cores clocking higher in reality. For example your board: cpu4-cpu5 get 2256 MHz as highest OPP but measured it’s ~2300 MHz.

Then I wonder whether these adjustment would be possible via a .dtbo as well?

And of course whether allowing higher cpufreqs without increasing supply voltage will not cause stability issues?

Back then when I was part of linux-sunxi community we used a special Linpack version for such testings since this benchmark was very sensitive to undervoltage. This way DVFS OPP for Allwinner A64 and H5 in mainline kernel were defined and I prepared some QA testing for Pinebook but to no avail (Pinebook owners not participating). At least the tools are here.

As a quick check all that should be needed is to install libmpich-dev, clone the repo, chdir inside and ./xhpl64.

[1] Filtered by SoC serial number these are results from 21 different RK3588/RK3588s:

count of boards A76 cpufreq OPP
4 2256/2256 MHz
5 2256/2304 MHz
3 2304/2304 MHz
1 2304/2352 MHz
7 2352/2352 MHz
1 2400/2400 MHz

My board at home failed to reboot right now, so I will have further test after I get home. After verifying this patch I will provide a dts overlay.
In the early version of kernel code there is only clk 2.4GHz after 2.208GHz: https://github.com/Fruit-Pi/kernel/blob/develop-5.10/arch/arm64/boot/dts/rockchip/rk3588s.dtsi#L850. So there maybe some reason causing rk add more limit to the clk. So it’s better that @jack @hipboi can ask rockchip why the cpu clk is set to the current status.

Interesting to compare with most recent rk3588s.dtsi and the DVFS definitions there. Between 1416-2016 MHz the supply voltage is 25mV higher these days, 2208 MHz get an additional 12.5mV but everything exceeding 2208 MHz is fed with 1000mV just like the 2400 OPP from back then (again +12.5mV above the 2208 OPP).

Usually the highest DVFS OPP get a massive boost in supply voltage compared to the lower clocking ones. Strange!

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And it’s the same with RK3588 as well. Walking through all DVFS OPP between 408 and 2400 MHz with all four A76 the usual picture: 7-ZIP scores scale linearly while consumption/temperature rise the more the higher the clockspeed:

MHz OPP / measured 7-ZIP MIPS Temp consumption
408 / 400 2320 25.9°C 2673mW
600 / 600 3423 26.8°C 2913mW
816 / 860 4843 27.5°C 3200mW
1008 / 1050 5995 28.1°C 3336mW
1200 / 1260 7083 28.7°C 3586mW
1416 / 1430 8062 29.0°C 3780mW
1608 / 1630 9030 30.2°C 4036mW
1800 / 1820 9960 31.2°C 4450mW
2016 / 2020 10943 33.9°C 5183mW
2208 / 2190 11733 36.7°C 6106mW
2400 / 2350 12412 39.8°C 7096mW
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I tested the new dts, opp clk 2.4GHz is unlocked, but the real frequency is still lower: http://ix.io/4bBY. Maybe a higher volt is still needed.
Here is the dts overlay:

/dts-v1/;
/plugin/;
/ {
	fragment@0 {
		target = <&cluster1_opp_table>;
		__overlay__ {
			opp-2400000000 {
				opp-supported-hw = <0xff 0xf0>;
			};
		};
	};
	fragment@1 {
		target = <&cluster2_opp_table>;
		__overlay__ {
			opp-2400000000 {
				opp-supported-hw = <0xff 0xf0>;
			};
		};
	};
};

Yes, let’s compare with your sbc-results from July: http://ix.io/443u first looking at cpu4-cpu5:

Now:

Cpufreq OPP: 2400    Measured: 2280 (2280.722/2280.621/2280.520)     (-5.0%)
Cpufreq OPP: 2256    Measured: 2280 (2280.470/2280.419/2280.268)     (+1.1%)
Cpufreq OPP: 2208    Measured: 2211 (2211.061/2211.061/2211.014)
Cpufreq OPP: 2016    Measured: 2022 (2022.575/2022.525/2022.426)

Back then:

Cpufreq OPP: 2256    Measured: 2304 (2305.128/2304.785/2304.654)     (+2.1%)
Cpufreq OPP: 2208    Measured: 2233 (2233.722/2233.648/2233.475)     (+1.1%)
Cpufreq OPP: 2016    Measured: 2040 (2040.712/2040.506/2040.424)     (+1.2%)

Back then even with lower cpufreq OPP this cluster was able to clock +20 MHz higher. With cluster2 it looks similar:

Now:

Cpufreq OPP: 2400    Measured: 2298 (2298.176/2298.176/2298.074)     (-4.2%)
Cpufreq OPP: 2304    Measured: 2297 (2297.869/2297.818/2297.716)
Cpufreq OPP: 2208    Measured: 2203 (2203.609/2203.327/2203.280)
Cpufreq OPP: 2016    Measured: 2010 (2010.177/2010.128/2010.079)

Back then:

Cpufreq OPP: 2304    Measured: 2322 (2323.016/2322.989/2322.775)
Cpufreq OPP: 2208    Measured: 2225 (2225.739/2225.739/2225.714)
Cpufreq OPP: 2016    Measured: 2027 (2027.852/2027.730/2027.628)

So just enabling higher OPP doesn’t solve a problem (since there’s a nasty MCU inside RK3588 rejecting our changes) and the clockspeeds being higher back then most probably related to temperatures. In July the benchmark started with a board temperature of 31.5°C, now it was 46.2°C (my initial assumptions PVTM wouldn’t relate to temperatures were wrong, it has a minor influence on the real clockspeeds).

So indeed testing with higher supply voltages would be an idea, maybe we can convince the MCU to allow for higher clockspeeds then.

BTW: working now on OPP reporting with MODE=extensive sbc-bench mode. Looks like this with default settings on Rock 5B:

 cluster0-opp-table:
     408 MHz   675.0 mV
     600 MHz   675.0 mV
     816 MHz   675.0 mV
    1008 MHz   675.0 mV
    1200 MHz   712.5 mV
    1416 MHz   762.5 mV
    1608 MHz   850.0 mV
    1800 MHz   950.0 mV

 cluster1-opp-table:
     408 MHz   675.0 mV
     600 MHz   675.0 mV
     816 MHz   675.0 mV
    1008 MHz   675.0 mV
    1200 MHz   675.0 mV
    1416 MHz   725.0 mV
    1608 MHz   762.5 mV
    1800 MHz   850.0 mV
    2016 MHz   925.0 mV
    2208 MHz   987.5 mV
    2256 MHz  1000.0 mV
    2304 MHz  1000.0 mV
    2352 MHz  1000.0 mV
    2400 MHz  1000.0 mV

 cluster2-opp-table:
     408 MHz   675.0 mV
     600 MHz   675.0 mV
     816 MHz   675.0 mV
    1008 MHz   675.0 mV
    1200 MHz   675.0 mV
    1416 MHz   725.0 mV
    1608 MHz   762.5 mV
    1800 MHz   850.0 mV
    2016 MHz   925.0 mV
    2208 MHz   987.5 mV
    2256 MHz  1000.0 mV
    2304 MHz  1000.0 mV
    2352 MHz  1000.0 mV
    2400 MHz  1000.0 mV

 dmc-opp-table:
     528 MHz   675.0 mV
    1068 MHz   725.0 mV
    1560 MHz   800.0 mV
    2750 MHz   875.0 mV

 gpu-opp-table:
     300 MHz   675.0 mV
     400 MHz   675.0 mV
     500 MHz   675.0 mV
     600 MHz   675.0 mV
     700 MHz   700.0 mV
     800 MHz   750.0 mV
     900 MHz   800.0 mV
    1000 MHz   850.0 mV

 npu-opp-table:
     300 MHz   700.0 mV
     400 MHz   700.0 mV
     500 MHz   700.0 mV
     600 MHz   700.0 mV
     700 MHz   700.0 mV
     800 MHz   750.0 mV
     900 MHz   800.0 mV
    1000 MHz   850.0 mV

(dmc wrong)

Well, this is the memory OPP table as defined. Which is in conflict with /sys/devices/platform/dmc/devfreq/dmc/available_frequencies since there’s no 2750MHz entry but it ends at 2112 MHz: 528000000 1068000000 1560000000 2112000000

@willy: is there a way to determine from ramlat measurements DRAM clockspeeds? Every cpufreq governor switched to performance and then checking dmc’s available_frequencies:

root@rock-5b:/sys/devices/platform/dmc/devfreq/dmc# for i in $(<available_frequencies) ; do echo -e "\n$i\n"; echo $i >min_freq ; echo $i >max_freq ; taskset -c 5 /usr/local/src/ramspeed/ramlat -s -n 200 ; done

528000000

   size:  1x32  2x32  1x64  2x64 1xPTR 2xPTR 4xPTR 8xPTR
     4k: 1.706 1.706 1.706 1.706 1.706 1.706 1.706 3.234 
     8k: 1.706 1.706 1.706 1.706 1.706 1.706 1.706 3.325 
    16k: 1.706 1.706 1.706 1.706 1.706 1.706 1.706 3.325 
    32k: 1.706 1.706 1.706 1.706 1.706 1.706 1.706 3.329 
    64k: 1.707 1.707 1.707 1.707 1.707 1.707 1.707 3.328 
   128k: 5.149 5.146 5.144 5.146 5.144 5.853 7.185 12.92 
   256k: 5.982 6.163 5.970 6.165 5.965 5.991 7.497 12.90 
   512k: 8.734 8.199 8.603 8.201 8.626 8.408 9.332 14.92 
  1024k: 20.14 18.54 18.49 18.54 18.53 18.88 20.95 30.60 
  2048k: 25.87 20.83 21.94 20.82 21.96 22.34 25.41 38.82 
  4096k: 99.21 72.74 84.82 72.67 86.27 72.74 78.43 107.8 
  8192k: 178.6 158.7 173.2 158.9 172.7 153.4 159.3 182.4 
 16384k: 217.0 203.5 211.8 202.3 211.5 194.6 208.8 217.0 

1068000000

   size:  1x32  2x32  1x64  2x64 1xPTR 2xPTR 4xPTR 8xPTR
     4k: 1.707 1.707 1.707 1.707 1.707 1.707 1.707 3.233 
     8k: 1.707 1.707 1.707 1.707 1.707 1.707 1.707 3.327 
    16k: 1.707 1.707 1.707 1.707 1.707 1.707 1.707 3.327 
    32k: 1.707 1.707 1.707 1.707 1.707 1.707 1.707 3.330 
    64k: 1.708 1.707 1.708 1.707 1.708 1.708 1.708 3.330 
   128k: 5.123 5.121 5.120 5.121 5.120 5.815 7.166 12.92 
   256k: 5.976 6.163 5.972 6.165 5.975 5.994 7.500 12.91 
   512k: 8.832 8.530 8.778 8.536 8.514 8.859 9.705 15.37 
  1024k: 18.62 18.56 18.51 18.56 18.68 18.90 20.98 30.61 
  2048k: 18.92 19.39 18.64 19.39 18.69 19.76 21.65 30.88 
  4096k: 71.60 52.61 62.12 52.40 63.17 54.66 58.07 77.36 
  8192k: 131.4 113.6 127.8 112.5 127.5 110.4 113.5 128.4 
 16384k: 160.9 147.5 157.4 147.3 157.4 142.9 147.7 152.7 

1560000000

   size:  1x32  2x32  1x64  2x64 1xPTR 2xPTR 4xPTR 8xPTR
     4k: 1.707 1.708 1.707 1.707 1.707 1.707 1.708 3.237 
     8k: 1.707 1.708 1.707 1.708 1.707 1.707 1.708 3.328 
    16k: 1.707 1.708 1.707 1.708 1.707 1.708 1.708 3.329 
    32k: 1.708 1.708 1.707 1.708 1.707 1.708 1.708 3.332 
    64k: 1.709 1.708 1.708 1.708 1.708 1.708 1.709 3.331 
   128k: 5.152 5.150 5.149 5.150 5.149 5.824 7.197 12.93 
   256k: 6.011 5.996 6.004 5.996 6.004 6.008 7.518 12.92 
   512k: 8.634 8.240 8.814 8.265 8.105 8.374 9.551 15.25 
  1024k: 18.76 18.69 18.38 18.68 18.11 19.03 21.14 30.59 
  2048k: 18.73 19.26 18.50 19.26 18.55 19.55 21.59 30.85 
  4096k: 60.18 46.27 54.10 46.18 54.60 47.84 50.54 65.17 
  8192k: 108.3 92.29 102.9 91.68 103.6 91.60 94.70 105.9 
 16384k: 135.8 124.9 133.7 125.0 134.6 122.7 124.7 126.9 

2112000000

   size:  1x32  2x32  1x64  2x64 1xPTR 2xPTR 4xPTR 8xPTR
     4k: 1.709 1.709 1.708 1.709 1.708 1.708 1.709 3.240 
     8k: 1.708 1.709 1.708 1.709 1.708 1.709 1.709 3.330 
    16k: 1.708 1.709 1.708 1.709 1.708 1.708 1.709 3.330 
    32k: 1.708 1.709 1.708 1.709 1.708 1.709 1.709 3.334 
    64k: 1.710 1.709 1.710 1.709 1.710 1.710 1.710 3.334 
   128k: 5.128 5.127 5.126 5.127 5.126 5.744 7.175 12.94 
   256k: 5.988 6.170 5.981 6.170 5.982 6.000 7.509 12.92 
   512k: 8.030 7.508 8.089 7.557 7.882 7.799 8.715 14.56 
  1024k: 18.44 18.58 18.36 18.57 18.96 18.89 20.95 30.58 
  2048k: 18.96 19.30 18.75 19.30 18.75 19.62 21.66 31.06 
  4096k: 54.45 42.41 49.72 42.30 49.29 43.93 46.23 59.35 
  8192k: 97.40 83.49 94.01 83.06 93.91 83.65 85.51 94.37 
 16384k: 123.9 115.1 122.0 115.1 122.1 112.8 113.8 115.5

Yep, so it corresponds to what I observed and decoded, indicating that using 0xff would allow all pvtm values for the associated opp.

Pvtm indicates the silicon quality but that can be compensated using higher voltages. The next step is to create all combinations of opp in terms of combinations of (frequency, voltage), and select them based on pvtm values. That’s what I intend to do on my board to enable 2.4 GHz (and possibly try higher ones).

Not really. I tried a lot, but the measurements are influenced by the DRAM bus width, the memory controller, the L3 cache’s speed, etc. For example I hoped that measuring the time it took for one line and two adjacent lines would reflect the DRAM frequency, but it does not. I even tried to play with prefetch instructions just in case but that didn’t give me any interesting result. In the end memchr() remains one of the most effective one because it’s supposed to be almost insensitive to RAM latency but highly dependent on bandwidth (frequency * bus size).

I don’t believe in it a single second. That would be a design error on their side, because measuring that voltage etc is exactly what the PVTM is for, i.e. gauge what the silicon is capable of. No, if there’s an MCU, I guess that instead it’s just dampening the curve at the highest frequencies to defeat our measurements without being caught too easily. I would suspect that past a certain multiplier, they’re just cutting excess multipliers in half so that past the highest trusted point (2208 MHz), every 48 MHz only adds 24. But that’s pure guess, of course, even though it perfectly matches what you’ve measured :wink:

So it’s better that @jack @hipboi can ask rockchip why the cpu clk is set to the current status.

@Stephen Please follow up this issue.

@tkaiser @willy I increased the cpu voltage to 1.05V and now the 4 big cores can reach 2.4GHz: http://sprunge.us/k7rnJj
Here is the device tree overlay: https://gist.github.com/amazingfate/883baffc614f49c8089dafd4152e99f3

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