Linux CUDA 'Special' App finally available, featuring Low CPU use

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Message 1874104 - Posted: 20 Jun 2017, 1:53:34 UTC - in response to Message 1874034.  
Last modified: 20 Jun 2017, 2:08:11 UTC

Those seem like pretty low peaks to start with for best Gaussian. 1 in 300 with contention deep in the noise floor 'Feels' as though we're pushing technology limits (once again), but it will warrant more definite understanding either way. Plotting the PoT data from the results and visually comparing if they look anything alike might say something. My suspicion is they won't look very 'Gaussiany' at all. If so, pushing further into the noisefloor, while possible, may be fruitless. Eric's ruled out that we need double-precision or bit-Identical results below reportable thresholds (in the case of Gaussians, iirc score derived from the ChiSq Fit and null hypothesis).

[Edit:] That's also at a very high chirp rate near chirp limits, so one or another application struggling with that, especially 64-bit builds, wouldn't be surprising or unacceptable. Cumulative error will be at its greatest there.
"Living by the wisdom of computer science doesn't sound so bad after all. And unlike most advice, it's backed up by proofs." -- Algorithms to live by: The computer science of human decisions.
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Message 1874105 - Posted: 20 Jun 2017, 2:59:27 UTC - in response to Message 1874104.  

I found the reference in the PMs with Petri from April 16th;
It seems the Best gaussian is off in a few tasks and some tasks are reporting an extra Pulse.
Later,
It may be a false alarm, my CPU just finished a few of the Inconclusive results and it seems it may be the SoG Hosts that are wrong. The CPU results agree with my zi3t2b.
That was with zi3t2b on results from Main. Fast forward two months and I'm seeing the same results with zi3v on Beta. The CPUs match the CUDA App over the SoG ones. Here's a couple more;
https://setiweb.ssl.berkeley.edu/beta/workunit.php?wuid=9809103
https://setiweb.ssl.berkeley.edu/beta/workunit.php?wuid=9796907

They are around the 3 to 4 range, if that's too low maybe it needs to be raised. But, the CUDA Apps don't seem to have a problem with it.
So, who broke the repository? I've been getting the same error for over a day, https://setisvn.ssl.berkeley.edu/trac/browser/seti_boinc
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Message 1874106 - Posted: 20 Jun 2017, 3:12:17 UTC

Just a comment, I think this may deserve it's own thread since it appears this is leaning towards an SoG issue more than CUDA.
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Message 1874107 - Posted: 20 Jun 2017, 3:19:50 UTC - in response to Message 1874106.  

Just a comment, I think this may deserve it's own thread since it appears this is leaning towards an SoG issue more than CUDA.

Say What? It's about proving the CUDA App should be accepted to Beta as it agrees with the CPU Apps Better than the current 'standard'.
I just checked...it is My name on the thread.
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Message 1874108 - Posted: 20 Jun 2017, 3:21:25 UTC - in response to Message 1874105.  

Are these the sorts of "Best gaussian" mismatches that you're looking into?

Workunit 2573263722 (23se08ac.6875.22968.6.33.135)
Task 5805117074 (S=3, A=0, P=1, T=3, G=0) x41p_zi3t2b, Cuda 8.00 special
Task 5805117075 (S=3, A=0, P=1, T=3, G=0) v8.22 (opencl_nvidia_SoG) windows_intelx86

Cuda 8.00 special - Best gaussian: peak=3.252388, mean=0.5397108, ChiSq=1.344394, time=14.26, d_freq=1418816790.11,
score=-1.169299, null_hyp=2.144445, chirp=-39.071, fft_len=16k
v8.22 SoG - Best gaussian: peak=3.76217, mean=0.5480909, ChiSq=1.226871, time=39.43, d_freq=1418822660.68,
score=-1.169124, null_hyp=2.078196, chirp=43.425, fft_len=16k

Workunit 2573397376 (23se08ac.6117.29512.7.34.110)
Task 5805397040 (S=9, A=1, P=0, T=1, G=2) v8.22 (opencl_nvidia_SoG) windows_intelx86
Task 5805397041 (S=9, A=1, P=0, T=1, G=2) x41p_zi3t2b, Cuda 8.00 special

Cuda 8.00 special - Best gaussian: peak=3.803741, mean=0.5273897, ChiSq=1.256179, time=51.17, d_freq=1421074725.21,
score=1.100755, null_hyp=2.216236, chirp=46.042, fft_len=16k
v8.22 SoG - Best gaussian: peak=3.719964, mean=0.5246363, ChiSq=1.375913, time=52.85, d_freq=1421074802.65,
score=1.091865, null_hyp=2.283048, chirp=46.046, fft_len=16k

Workunit 2576907391 (26mr17aa.25216.7429.14.41.247)
Task 5812811343 (S=0, A=1, P=2, T=0, G=0) v8.22 (opencl_nvidia_SoG) windows_intelx86
Task 5812811344 (S=0, A=1, P=2, T=0, G=0) x41p_zi3t2b, Cuda 8.00 special

Cuda 8.00 special - Best gaussian: peak=3.681468, mean=0.5749262, ChiSq=1.387973, time=34.39, d_freq=1419914966.94,
score=-1.986706, null_hyp=2.127978, chirp=-74.326, fft_len=16k
v8.22 SoG - Best gaussian: peak=3.074103, mean=0.5448458, ChiSq=1.296905, time=99.82, d_freq=1419915193.65,
score=-1.983227, null_hyp=2.072506, chirp=-74.55, fft_len=16k

Workunit 2577622008 (03my17ab.4903.11519.16.43.91)
Task 5814309939 (S=0, A=2, P=0, T=7, G=0) v8.22 (opencl_nvidia_SoG) windows_intelx86
Task 5814309940 (S=0, A=2, P=0, T=7, G=0) x41p_zi3t2b, Cuda 8.00 special

Cuda 8.00 special - Best gaussian: peak=8.449782, mean=0.7001557, ChiSq=1.376348, time=9.227, d_freq=1420886348.79,
score=-1.853296, null_hyp=2.074755, chirp=-14.824, fft_len=16k
v8.22 SoG - Best gaussian: peak=7.661397, mean=0.6757016, ChiSq=1.342818, time=71.3, d_freq=1420892014.37,
score=-1.852513, null_hyp=2.053577, chirp=-93.509, fft_len=16k

Workunit 2580203063 (28mr17ac.1412.331287.5.32.153)
Task 5819707063 (S=0, A=0, P=2, T=1, G=1) x41p_zi3t2b, Cuda 8.00 special
Task 5819707064 (S=0, A=0, P=2, T=1, G=1) v8.20 (opencl_ati5_SoG_mac) x86_64-apple-darwin

Cuda 8.00 special - Best gaussian: peak=3.722415, mean=0.5437903, ChiSq=1.365831, time=37.75, d_freq=1418989730.74,
score=0.4701011, null_hyp=2.247322, chirp=-45.357, fft_len=16k
v8.20 ATI SoG Mac - Best gaussian: peak=3.699681, mean=0.5424874, ChiSq=1.395795, time=39.43, d_freq=1418989654.65,
score=0.3231449, null_hyp=2.257735, chirp=-45.357, fft_len=16k

I spotted a couple more in my Inconclusives list, both also against v8.22 SoG.
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Message 1874109 - Posted: 20 Jun 2017, 3:31:52 UTC - in response to Message 1874108.  
Last modified: 20 Jun 2017, 3:32:55 UTC

Did you run the tasks with your CPU to see which matched better? My CPUs would take about two hours a piece on them.
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Message 1874113 - Posted: 20 Jun 2017, 3:46:00 UTC - in response to Message 1874109.  

Did you run the tasks with your CPU to see which matched better? My CPUs would take about two hours a piece on them.
No, I've never taken the time to set up to run stand-alone tasks. I've tended to leave that to the developers, if any of the WUs I've identified look sufficiently interesting.
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Message 1874114 - Posted: 20 Jun 2017, 3:52:36 UTC - in response to Message 1874107.  
Last modified: 20 Jun 2017, 3:53:09 UTC

Just a comment, I think this may deserve it's own thread since it appears this is leaning towards an SoG issue more than CUDA.

Say What? It's about proving the CUDA App should be accepted to Beta as it agrees with the CPU Apps Better than the current 'standard'.
I just checked...it is My name on the thread.


It's going to be pretty important to discuss these things here, because the special is the new kid on the block, with the most changes in quite a while. If it turns out the SoG app needs some attention, then that's a good thing, because it solidifies knowledge all around. My unconfirmed suspicion is that the SoG app may still be using an OpenCL derivation of the single precision chirp I made for Pre-Fermi (CUDA), which was tailored for unique Pre-Fermi characteristics, namely that Pre-Fermi Cuda devices don't have IEEE-754 floating point compliance, and in Pre-GTX2xx cases no double precision at all, therefore it won't necessarily compile to the most accurate GPU code on Fermi or later devices. It was made specifically for G80 type devices. I switched to double precision chirp for newer devices many moons ago. So under the hood there is valuable history to take into account, and probably should be properly documented one day.

As for 'Allowing on Beta' I'd concur the special needs to be run extensively under anonymous platform, so will be aiming for some trial builds ASAP. As previously mentioned, stock distribution is problematic because of Boinc server limitations more or less demanding a quite generally compatible app. There may be a driver version cuttoff where Pre-Fermi or Fermi class drop support, though generalising to even Kepler class onwards will still require significant work.
"Living by the wisdom of computer science doesn't sound so bad after all. And unlike most advice, it's backed up by proofs." -- Algorithms to live by: The computer science of human decisions.
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Message 1874121 - Posted: 20 Jun 2017, 4:39:05 UTC - in response to Message 1874114.  

I agree it does need more discussion, and sorry TBarr, I didn't mean anything by it really. Just that it will be an ongoing discussion not solely regarding the CUDA8 app.

TBarr, can you send me the new app and I will run a batch through on both computers during maintenance. That will give you another 500 tasks to look at.
You have my email, or PM me and I'll send it.

I'm glad to see this app is finally making it though to final testing.
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Message 1874124 - Posted: 20 Jun 2017, 4:56:15 UTC - in response to Message 1874121.  

I agree it does need more discussion, and sorry TBarr, I didn't mean anything by it really. Just that it will be an ongoing discussion not solely regarding the CUDA8 app.

TBarr, can you send me the new app and I will run a batch through on both computers during maintenance. That will give you another 500 tasks to look at.
You have my email, or PM me and I'll send it.

I'm glad to see this app is finally making it though to final testing.


. . For what it is worth things are running fine on my rigs (servers not sending work issues not withstanding) and the results are highly consistent. Inconclusives are still a little high on the Pentium-D (2 x 1060s) at about 7.2% but so far only one or maybe 2 invalids and they were noise bombs (early overflow tasks). That isn't bad out of many hundreds of jobs (been running for about 2 months- 60 days at over 700 Wus per day).

. . The numbers aren't any better ATM on the Core2 Duo with the 1050ti at about 7.5% but it has been down below 5% at times. So it is variable with different work loads. And I cannot recall a single invalid on that machine.

. . Seems a good Beta candidate to me ...

Stephen

:)
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Message 1874126 - Posted: 20 Jun 2017, 5:17:15 UTC - in response to Message 1874121.  

TBarr, can you send me the new app and I will run a batch through on both computers during maintenance. That will give you another 500 tasks to look at.
I'll post it at Crunchers Anonymous in a while. This version has the Blocking Sync & Unroll Autotune on by Default. You can override it by adding the CmdLines -nobs & -unroll N if you wish. It is a few seconds faster using -nobs. This version uses a little more Video Ram than before meaning GPUs with less than 2 GBs may not work and GPUs with 2 GBs may have problems using Unroll 8. It you have problems lower the -unroll to 6 or lower.
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Message 1874134 - Posted: 20 Jun 2017, 6:29:50 UTC

Oh well. It appears since moving to the new server I'm not allowed to upload. All I get is;
403
Forbidden
Access to this resource on the server is denied!
So....you'll have to wait.
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Message 1874138 - Posted: 20 Jun 2017, 6:53:36 UTC - in response to Message 1874134.  
Last modified: 20 Jun 2017, 6:54:27 UTC

Oh well. It appears since moving to the new server I'm not allowed to upload. All I get is;
403
Forbidden
Access to this resource on the server is denied!
So....you'll have to wait.


Contact Arkayn, as he did message about the ftp server shifting a week or so ago. If problems still by the weekend, let me know and I'll put it to jgopt.org (if you email the binaries). Once proper broadband is installed here in a month or so, I'll be rehosting my own domain to in my living room, so there will be juggling nomatter which of those works, but you could share it on Google Drive or similar in .7z form or similar if you're stuck.
"Living by the wisdom of computer science doesn't sound so bad after all. And unlike most advice, it's backed up by proofs." -- Algorithms to live by: The computer science of human decisions.
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Message 1874188 - Posted: 21 Jun 2017, 2:20:14 UTC - in response to Message 1874138.  

Well, apparently the less expensive server allows less of an upload. Now instead of 20Mb you get 2.5MB, which is barely enough for just the CUDA App. So, the new download contains just the CUDA App. You'll have to supply the rest yourself.
zi3v is here, http://www.arkayn.us/forum/index.php?topic=197.msg4499#msg4499

To use the App at Beta you need to change the app_info from <version_num>801</version_num> to <version_num>802</version_num>. For some reason Beta keeps deleting the Files when I use <version_num>801</version_num>.
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Message 1874189 - Posted: 21 Jun 2017, 2:34:27 UTC - in response to Message 1874188.  

OK. Will be some (yet more, *sigh*) juggling here, as better broadband arrives tomorrow, a month sooner than expected. Teething problems are likely, though will factor in setting aside some hosting space for various and sundry as the dust settles. Hopefully things get less difficult as time goes on.
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Message 1874196 - Posted: 21 Jun 2017, 3:51:40 UTC - in response to Message 1874108.  

Workunit 2576907391 (26mr17aa.25216.7429.14.41.247)
Task 5812811343 (S=0, A=1, P=2, T=0, G=0) v8.22 (opencl_nvidia_SoG) windows_intelx86
Task 5812811344 (S=0, A=1, P=2, T=0, G=0) x41p_zi3t2b, Cuda 8.00 special

Cuda 8.00 special - Best gaussian: peak=3.681468, mean=0.5749262, ChiSq=1.387973, time=34.39, d_freq=1419914966.94,
score=-1.986706, null_hyp=2.127978, chirp=-74.326, fft_len=16k
v8.22 SoG - Best gaussian: peak=3.074103, mean=0.5448458, ChiSq=1.296905, time=99.82, d_freq=1419915193.65,
score=-1.983227, null_hyp=2.072506, chirp=-74.55, fft_len=16k
Hmm....looks like the tiebreaker for this WU agreed with SoG. All got credit, though.

SETI@home v8 v8.05 windows_x86_64 - Best gaussian: peak=3.074107, mean=0.5448451, ChiSq=1.296909, time=99.82, d_freq=1419915193.65,
score=-1.983146, null_hyp=2.072513, chirp=-74.55, fft_len=16k
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Message 1874199 - Posted: 21 Jun 2017, 4:11:07 UTC - in response to Message 1874196.  
Last modified: 21 Jun 2017, 4:16:52 UTC

Here's how it plays out on my Mac, I'll run it in Linux shortly. Of course, it needs to be run a couple of times to determine if it's consistent.

Last login: Mon Jun 19 21:15:41 on ttys000
TomsMacPro:~ Tom$ cd /Users/Tom/KWSN-OSX-bench-MB 
TomsMacPro:KWSN-OSX-bench-MB Tom$ ./benchmark
KWSN-Darwin-MBbench v2.1.08
Running on TomsMacPro.local at Wed Jun 21 03:15:58 2017
---------------------------------------------------
Starting benchmark run...
---------------------------------------------------
Listing wu-file(s) in /testWUs :
03my17ab.4903.11519.16.43.91.wu 04oc08ab.31484.890.13.47.11.wu 23se08ac.6117.29512.7.34.110.wu 23se08ac.6875.22968.6.33.135.wu 26mr17aa.25216.7429.14.41.247.wu 28mr17ac.1412.331287.5.32.153.wu

Listing executable(s) in /APPS :
setiathome_x41p_zi3v_x86_64-apple-darwin_cuda80

Listing executable in /REF_APPs :
MBv8_8.05r3344_sse41_x86_64-apple-darwin
---------------------------------------------------
Current WU: 03my17ab.4903.11519.16.43.91.wu
---------------------------------------------------
Skipping default app MBv8_8.05r3344_sse41_x86_64-apple-darwin, displaying saved result(s)
Elapsed Time: ………………………………… 6911 seconds
---------------------------------------------------
Running app with command : setiathome_x41p_zi3v_x86_64-apple-darwin_cuda80 -device 0
      194.25 real        28.60 user        20.28 sys
Elapsed Time : ……………………………… 194 seconds
Speed compared to default : 3562 %
-----------------
Comparing results
                ------------- R1:R2 ------------     ------------- R2:R1 ------------
                Exact  Super  Tight  Good    Bad     Exact  Super  Tight  Good    Bad
        Spike      0      0      0      0      0        0      0      0      0      0
     Autocorr      0      2      2      2      0        0      2      2      2      0
     Gaussian      0      0      0      0      0        0      0      0      0      0
        Pulse      0      0      0      0      0        0      0      0      0      0
      Triplet      1      7      7      7      0        1      7      7      7      0
   Best Spike      0      1      1      1      0        0      1      1      1      0
Best Autocorr      0      1      1      1      0        0      1      1      1      0
Best Gaussian      0      0      0      0      1        0      0      0      0      1
   Best Pulse      0      1      1      1      0        0      1      1      1      0
 Best Triplet      0      1      1      1      0        0      1      1      1      0
                ----   ----   ----   ----   ----     ----   ----   ----   ----   ----
                   1     13     13     13      1        1     13     13     13      1

Unmatched signal(s) in R1 at line(s) 528
Unmatched signal(s) in R2 at line(s) 528
For R1:R2 matched signals only, Q= 99.97%
Result      : Weakly similar.
---------------------------------------------------
Done with 03my17ab.4903.11519.16.43.91.wu.
Current WU: 04oc08ab.31484.890.13.47.11.wu
---------------------------------------------------
Skipping default app MBv8_8.05r3344_sse41_x86_64-apple-darwin, displaying saved result(s)
Elapsed Time: ………………………………… 9092 seconds
---------------------------------------------------
Running app with command : setiathome_x41p_zi3v_x86_64-apple-darwin_cuda80 -device 0
      291.39 real        44.60 user        30.65 sys
Elapsed Time : ……………………………… 291 seconds
Speed compared to default : 3124 %
-----------------
Comparing results
Result      : Strongly similar,  Q= 99.94%
---------------------------------------------------
Done with 04oc08ab.31484.890.13.47.11.wu.
Current WU: 23se08ac.6117.29512.7.34.110.wu
---------------------------------------------------
Skipping default app MBv8_8.05r3344_sse41_x86_64-apple-darwin, displaying saved result(s)
Elapsed Time: ………………………………… 8085 seconds
---------------------------------------------------
Running app with command : setiathome_x41p_zi3v_x86_64-apple-darwin_cuda80 -device 0
      278.72 real        42.63 user        29.38 sys
Elapsed Time : ……………………………… 278 seconds
Speed compared to default : 2908 %
-----------------
Comparing results
Result      : Strongly similar,  Q= 99.93%
---------------------------------------------------
Done with 23se08ac.6117.29512.7.34.110.wu.
Current WU: 23se08ac.6875.22968.6.33.135.wu
---------------------------------------------------
Skipping default app MBv8_8.05r3344_sse41_x86_64-apple-darwin, displaying saved result(s)
Elapsed Time: ………………………………… 8701 seconds
---------------------------------------------------
Running app with command : setiathome_x41p_zi3v_x86_64-apple-darwin_cuda80 -device 0
      290.45 real        44.42 user        30.39 sys
Elapsed Time : ……………………………… 290 seconds
Speed compared to default : 3000 %
-----------------
Comparing results
Result      : Strongly similar,  Q= 99.97%
---------------------------------------------------
Done with 23se08ac.6875.22968.6.33.135.wu.
Current WU: 26mr17aa.25216.7429.14.41.247.wu
---------------------------------------------------
Skipping default app MBv8_8.05r3344_sse41_x86_64-apple-darwin, displaying saved result(s)
Elapsed Time: ………………………………… 8556 seconds
---------------------------------------------------
Running app with command : setiathome_x41p_zi3v_x86_64-apple-darwin_cuda80 -device 0
      300.71 real        45.47 user        31.39 sys
Elapsed Time : ……………………………… 301 seconds
Speed compared to default : 2842 %
-----------------
Comparing results
                ------------- R1:R2 ------------     ------------- R2:R1 ------------
                Exact  Super  Tight  Good    Bad     Exact  Super  Tight  Good    Bad
        Spike      0      0      0      0      0        0      0      0      0      0
     Autocorr      0      1      1      1      0        0      1      1      1      0
     Gaussian      0      0      0      0      0        0      0      0      0      0
        Pulse      0      2      2      2      0        0      2      2      2      0
      Triplet      0      0      0      0      0        0      0      0      0      0
   Best Spike      0      1      1      1      0        0      1      1      1      0
Best Autocorr      0      1      1      1      0        0      1      1      1      0
Best Gaussian      0      0      0      0      1        0      0      0      0      1
   Best Pulse      0      1      1      1      0        0      1      1      1      0
 Best Triplet      0      0      0      0      0        0      0      0      0      0
                ----   ----   ----   ----   ----     ----   ----   ----   ----   ----
                   0      6      6      6      1        0      6      6      6      1

Unmatched signal(s) in R1 at line(s) 448
Unmatched signal(s) in R2 at line(s) 448
For R1:R2 matched signals only, Q= 99.97%
Result      : Weakly similar.
---------------------------------------------------
Done with 26mr17aa.25216.7429.14.41.247.wu.
Current WU: 28mr17ac.1412.331287.5.32.153.wu
---------------------------------------------------
Skipping default app MBv8_8.05r3344_sse41_x86_64-apple-darwin, displaying saved result(s)
Elapsed Time: ………………………………… 8483 seconds
---------------------------------------------------
Running app with command : setiathome_x41p_zi3v_x86_64-apple-darwin_cuda80 -device 0
      294.20 real        44.19 user        30.76 sys
Elapsed Time : ……………………………… 294 seconds
Speed compared to default : 2885 %
-----------------
Comparing results
Result      : Strongly similar,  Q= 99.77%
---------------------------------------------------
Done with 28mr17ac.1412.331287.5.32.153.wu.

Done with Benchmark run! Removing temporary files!
TomsMacPro:KWSN-OSX-bench-MB Tom$

CUDA Wins 4 to 2
So...that's twice as good.
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Profile Brent Norman Crowdfunding Project Donor*Special Project $75 donorSpecial Project $250 donor
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Message 1874202 - Posted: 21 Jun 2017, 4:17:12 UTC - in response to Message 1874188.  

Thanks TBar for zi3v, running it now. Petri gave me zi3w which is 'basically the same' which I ran through maintenance, so some tasks are from that app.

Computers you can watch:
1080+1080+980
1070+750Ti
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Grant (SSSF)
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Message 1874206 - Posted: 21 Jun 2017, 4:27:15 UTC - in response to Message 1874189.  

OK. Will be some (yet more, *sigh*) juggling here, as better broadband arrives tomorrow, a month sooner than expected.

Don't count your chickens until they're hatched.

When I organized to get NBN it was going to be several months wait. Then all of a sudden I get a call to organise a time after only a couple of weeks.
Somehow the report I made 6 months earlier, and the points I mentioned when organising the appointment, didn't get passed on to the contractor doing the work. They thought it was a straight forward job. It wasn't.
So he comes out, has a look, says "you've got to be joking" and then calls both the NBN and my ISP and he tells them what needs to be done before he can setup my NBN modem. Organised another appointment with another contractor a couple of weeks later- they didn't get the message the previous contractor left with both the NBN & my ISP.
A few days later (was expecting it to be weeks again) and the second contractor calls me back to make an appointment. This time he's got a bloke with trenching & tunneling equipment- a couple of hours later I had 40/100Mbs NBN.

Good luck.
Grant
Darwin NT
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Profile Brent Norman Crowdfunding Project Donor*Special Project $75 donorSpecial Project $250 donor
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Message 1874207 - Posted: 21 Jun 2017, 4:32:38 UTC - in response to Message 1874206.  

a couple of hours later I had 40/100Mbs NBN.
Sigh, and the best I can get is 620k/5Mb :(
And I am literally sitting about 600 feet away from a split in the TranCanada Fibre!
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