FPGAX9 AWS F1 instance

AWS F1Πϯλϯε ࢼͯ͠Έͨ FPGAΤΫετϦʔϜɾίϯϐϡʔςΟϯά ୈ9ճ 2017/9/24 ߴڮ஌޺

ࣗݾ঺հ ߴڮ஌޺ w๺ւಓͷ΄͏͔Βདྷ·ͨ͠ wUXJUUFS!FEZ wHJUIVCFEZ wॴଐΫϥεϝιου  "84ࣄۀ෦αʔϏεάϧʔϓ wΫϥ΢υमߦத wڵຯ
࢓ࣄແؔ܎ w3'৴߸ॲཧɺϥδΦଌఆث࡞Γ

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ຊ೔ͷ಺༰

ຊ೔ͷ಺༰ w"84'Πϯελϯεʹ͍ͭͯ w'1("%FWFMPQFS".* w"84'1(")%,4%, w$-ΛϏϧυͯ͠ΈΔ w4%"DDFMΛ࢖ͬͯΈΔ w.BSLFUQMBDFͰར༻Մೳͳ࣮ྫ.JQTPMPHZ ;&#3" %FFQMFBSOJOHFOHJOFGPS$B⒎F

'Πϯελϯε w"NB[PO"84ͷ'1("Πϯελϯε w9JMJOY6MUSB4DBMF1MVTON761 w'1("ຖʹ%%3Y(J#.5T w$16ͱͷઐ༻1$*FY w'1("Y YMBSHF '1("%JSFDU-JOL wສҎ্ͷηϧɺҎ্ͷ%41
wΠϯελϯεͷϝϞϦͱετϨʔδ͸ผ

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අ༻తͳϙΠϯτ w࣌ؒैྔྉۚͷΈͰར༻Մ w'1("Πϯελϯε)ʙ w։ൃ༻Πϯελϯεʻ) w εϙοτΠϯελϯεͳΒ͞Βʹఔ౓ wͦͷଞͷඅ༻͸ෆཁ w։ൃπʔϧͷϥΠηϯεɺϋʔυ΢ΣΞɺి
ؾ୅ɺFUD

ߏ੒ https://github.com/aws/aws-fpga/blob/master/hdk/docs/ Programmer_View.md

'1("%FWFMPQFS".* wίϚϯυϥΠϯ wαϯϓϧͰ)FMMP8PSME͢Δ͚ͩͳΒͪ͜ΒͰ0, w(6* wσεΫτοϓ؀ڥͷ௥Ճ͕ඞཁ w7/$ͷηοτΞοϓ $ sudo yum
-y install gnome-classic-session gnome- terminal nautilus-open-terminal liberation-mono-fonts tigervnc-server.x86_64 $ vncserver -geometry 1440x900  Password: ύεϫʔυ(2ճ) •ϙʔτϑΥϫʔυͰ઀ଓ

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HelloWorldͯ͠ΈΔ

'1("%FWFMPQFS".*ͰΠϯελϯε࡞੒ wϚωʔδϝϯτίϯιʔϧ͔ΒΠϯελϯε࡞੒ w.BSLFUQMBDF·ͨ͸ίϛϡχςΟ".*͔ΒGQHB ͱೖྗͯ͠ݕࡧ wΠϯελϯελΠϓ wϝϞϦཁ݅ʼ(J# wNYMBSHFҎ্·ͨ͸DYMBSHFҎ্ਪન

44)ϩάΠϯͨ͠Β $ cd src/project_data $ git clone https://github.com/aws/aws-fpga $
cd aws-fpga $ source hdk_setup.sh BXTGQHBΛμ΢ϯϩʔυˍηοτΞοϓ

Πϝʔδ࡞੒·Ͱͷखॱ֓ཁ wαϯϓϧͷ৔ॴ waws-fpga/hdk/cl/example/cl_hello_world wϏϧυ d࣌ؒ wUBSΛ4ʹΞοϓϩʔυ w"'*࡞੒ΛϦΫΤετ͢Δ ਺े෼

Ϗϧυ $ cd hdk/cl/example/cl_hello_world $ export CL_DIR=$(pwd) $ build/scripts/aws_build_dcp_from_cl.sh
ίϚϯυྫ

ΞοϓϩʔυͱΠϝʔδ࡞੒ϦΫΤετ $ aws s3 mb s3://cl_hello_world_01 $ aws s3
mb s3://cl_hello_world_01/dcp $ aws s3 mb s3://cl_hello_world_01/log $ aws s3 cp build/checkpoints/to_aws/ *.Developer_CL.tar s3://cl_hello_world_01/dcp/ ίϯιʔϧ͔ΒόέοτϙϦγʔͰΞΫηεΛڐՄ͢ΔΑ͏ઃఆ $ aws ec2 create-fpga-image --name cl_hello_world --description cl_hello_world --input- storage-location Bucket=cl_hello_world_01,Key=dcp/17_04_26-145828.Developer_CL.tar -- logs-storage-location Bucket=cl_hello_world_01,Key=log { "FpgaImageId": "afi-123456789XXXXXXXX", "FpgaImageGlobalId": "agfi-0987654321XXXXXXXXXXXX" } AFI ID,AGFI ID͕දࣔ͞ΕΔͷͰϝϞ͓ͬͯ͘

Πϝʔδ࡞੒׬ྃ֬ೝ •AFI͕࡞੒׬͍ྃͯ͠Δ͔Λ֬ೝ • aws ec2 describe-fpga-images --fpga-image-ids afi-0f0927bc2649e6259 {
"Name": "cl_hellow_world", ... "FpgaImageGlobalId": "agfi-0f0e045f919413242", "Public": false, "State": { "Code": "available" }, "FpgaImageId": "afi-0f0927bc2649e6259", "Description": "cl_hello_world" }

'̍Πϯελϯεʹϩʔυ͢Δ w'ΠϯελϯεΛىಈ w Ϧʔδϣϯ/7JSHJOJB w '1("%FWFMPQFS".*Λ࢖༻ wBXTDPOpHVSFͰ*".ΩʔΛઃఆ $ cd
src/project_data $ git clone https://github.com/aws/aws-fpga $ cd aws-fpga $ source sdk_setup.sh ←πʔϧྨ͕Πϯετʔϧ͞ΕΔ AFGIΛࢦఆͯ͠ɺΠϝʔδΛϩʔυˍ֬ೝ

ಈ͔ͯ͠ΈΔ •ϥϯλΠϜΛߏங •ಈ͔ͯ͠ΈΔɻDEADBEEFΛॻ͍ͨΒDEADBEEF͕ಡΊͨʂ

7JSUVBM%*148ͱ-&% •16ϏοτͷGPIO͕͋Γɺιϑτ΢ΣΞతʹIOՄೳ •fpga-set-virtual-dip-switch •fpga-get-virtual-led •DIPΛૢ࡞͢ΔͱLED͕มԽ͢Δͷ͕֬ೝͰ͖Δ

"'*͸γΣΞͰ͖ΔΒ͍͠ •FAQʹΑΔͱ࡞੒ͨ͠AFI͸ڞ༗Մೳͱͷ͜ͱ •ΠϝʔδͷϓϩύςΟʹPublic͕͋Δɻ  ͜ΕΛtrueʹઃఆ͔ɻ { "Name": "cl_hellow_world", ... "FpgaImageGlobalId":
"agfi-0f0e045f919413242", "Public": false, "State": { "Code": "available" }, "FpgaImageId": "afi-0f0927bc2649e6259", "Description": "cl_hello_world" }

FENBυϥΠό $ cd aws-fpga/sdk/linux_kernel_drivers/edma $ sudo yum groupinstall "Development
tools" $ sudo yum install kernel-devel $ echo 'edma' | sudo tee --append /etc/modules-load.d/ edma.conf $ sudo cp edma-drv.ko /lib/modules/`uname -r`/ $ sudo depmod $ sudo modprobe edma-drv` •edmaυϥΠό͸AMIʹΠϯετʔϧࡁΈͱॻ͔Ε͍ͯΔ͕ɺͳ ͔ͥೖ͍ͬͯͳ͍ɻखಈͰೖΕΔɻ aws-fpga/sdk/linux_kernel_drivers/edma/edma_install.md

DM@ESBN@ENBΛࢼ͢ɺ͕ࣦഊ •΋͏Ұͭαϯϓϧ cl_dram_dma Λࢼͨ͠ɻ •લड़ͷΑ͏ʹखಈͰೖΕΔɻ •ΠϝʔδΛ࡞੒&ϩʔυɻϥϯλΠϜΛmake࣮ͯ͠ߦɻ •ΤϥʔͰࣦഊɻrescan/rmmod/insmodͰ΋มԽͤͣɻ $ sudo
./test_dram_dma The slot appears loaded, but the pci vendor or device ID doesn't match the expected values You may need to rescan the fpga with fpga-describe-local-image -S 0 -R Note that rescanning can change which device file in /dev/ a FPGA will map to. To remove and re-add your edma driver and reset the device file mappings, run `sudo rmmod edma-drv && sudo insmod <aws-fpga>/sdk/linux_kernel_drivers/edma/edma-drv.ko` 2017-09-23T21:44:45.594093Z, test_dram_dma, ERROR, test_dram_dma.c +97: check_slot_config( The PCI vendor id and device of the loaded image are not the expected values. 2017-09-23T21:44:45.594150Z, test_dram_dma, ERROR, test_dram_dma.c +149: dma_example(): sl config is not correct 2017-09-23T21:44:45.594154Z, test_dram_dma, ERROR, test_dram_dma.c +58: main(): DMA exampl failed

SDAccelΛͨΊ͢

४උ w'1("%FWFMPQFS".*Λىಈͨ͠ΒɺԼهίϚ ϯυͰ४උ $ sudo yum install -y libstdc++-static
gdb opencv libjpeg- turbo-devel libpng12-devel libtiff-devel compat-libtiff3 $ cd src/project_data $ git clone https://github.com/aws/aws-fpga $ cd aws-fpga $ source sdaccel_setup.sh $ source $XILINX_SDX/settings64.sh

IFMMPXPSME@PDMΛϏϧυ͢Δ wλʔήοτ͕छྨ wTX@FNVɹιϑτ΢ΣΞΤϛϡϨʔγϣϯ wIX@FNVɹϋʔυ΢ΣΞΤϛϡϨʔγϣϯ wIXɹ࣮ػ޲͚ NBLFDIFDL5"3(&54TX@FNV%&7*$&4"84@1-"5'03.BMM

IFMMPXPSME@PDMͷ࣮ߦ݁Ռ w Λฒྻ࣮ߦ

ϋʔυ΢ΣΞ޲͚ͷߏங wNBLFͰ࡞੒ ͕͔͔࣌ؒΔ wYDMCJOʹͰ͖ͨϑΝΠϧͱɺ4όέοτΛࢦఆͯ͠ɺ DSFBUF@TEBDDFM@BpTIΛ࣮ߦ w ͏·͍͚͘͹"'*Πϝʔδ͕࡞੒͞ΕΔ $
make check TARGETS=hw DEVICES=$AWS_PLATFORM all $ $SDACCEL_DIR/tools/create_sdaccel_afi.sh -xclbin=xclbin/vector_addition.hw.xilinx_aws- vu9p-f1_4ddr-xpr-2pr_4_0.xclbin -o=vector_addition.hw.xilinx_aws-vu9p-f1_4ddr- xpr-2pr_4_0 -s3_bucket=cl_hello_world_01 -s3_dcp_key=dcp -s3_logs_key=log

ϋʔυ΢ΣΞͰ࣮ߦ͢Δ w'1("'ΠϯελϯεͰϗετΞϓϦΛىಈ DETSDQSPKFDU@EBUBBXTGQHB4%"DDFMFYBNQMFTYJMJOYHFUUJOH@TUBSUFEIPTU IFMMPXPSME@PDM TVEPTI TPVSDFPQU9JMJOY4%YSUFTFUVQTI IFMMPXPSME

4%"DDFMͰ)FMMP8PSME wࣗಈతʹΠϝʔδ͕ϩʔυ͞Ε࣮ͯߦ

ผͳαϯϓϧIJHI@QFSG@NBU@NVMU $ cd src/project_data/aws-fpga/SDAccel/examples/xilinx/acceleration/high_perf_mat_mult/ $ sudo sh sh-4.2# source
/opt/Xilinx/SDx/2017.1.rte/setup.sh sh-4.2# ./high_perf_mat_mult 1000 1000 200 Creating context... Device/Slot[0] (/dev/xdma0, 0:0:1d.0) xclProbe found 1 FPGA slots with XDMA driver running INFO: Importing ./high_perf_mat_mult0.hw.xilinx_aws-vu9p-f1_4ddr-xpr-2pr_4_0.awsxclbin INFO: Loaded file Successfully skipped reloading of local image. INFO: Created Binary INFO: Built Program INFO: input matrix size: M= 1024, N= 1024, K= 256 INFO: hw matrix size: row= 32, col= 16, depth= 256 Creating Buffers... Copying Buffers to device.... Copying results to host.... INFO: Execution done INFO: kernel time 0.000789 seconds numOfOps 536870912.000000 Efficiency: 680.511168 GOPs INFO: Test Passed

Marketplaceʹ͋Δ FPGAιϦϡʔγϣϯ

"84.BSLFUQMBDF wύʔτφʔ͔Β'1("ιϦϡʔγϣϯ͕͍͔ͭ͘ ఏڙ͞Ε͍ͯΔ

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ྉۚ wιϑτ΢ΣΞ Πϯελϯεྉۚ w࣌ؒैྔྉۚ ผͷܗࣜ΋͋Δ w[FCSBͷ৔߹ɺ )

ΠϯελϯεΛىಈ w".*;FCSB%FFQ-FBSOJOHFOHJOF wGYMBSHF w͋ͱ͸σϑΥϧτͰ0,

σϞΛىಈ wTTIͰ઀ଓɺd.JQTPMPHZ7 FYBNQMFTSVO@EFNP8FCTIΛىಈ w ৄࡉˠIUUQXXXNJQTPMPHZDPNBXTHFUUJOH@TUBSUFEIUNM

ϒϥ΢βͰ։͘ wϒϥ΢βͰ1VCMJD*1Λ։͘

ඵؒຕͷը૾Λ෼ྨ wॲཧঢ়گ͕ৗ࣌ߋ৽ GSBNFTTఔ౓ग़ͯΔ

·ͱΊ w"84'Πϯελϯε wBXTGQHB)%,4%,4%"DDFM w͍͔ͭ͘ͷαϯϓϧΛࢼͨ͠ w͏·͍͔͘ͳ͍έʔε΋ ଟ෼Կ͔ؒҧͬͨ w.JQTPMPHZ;FCSBΛࢼͨ͠ σϞ

͋Γ͕ͱ͏͍͟͝·ͨ͠

FPGAX9 AWS F1 instance

FPGAX9 AWS F1 instance

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