ABCDEFGHIJKLMNOPQRSTUVWXYZAAABACADAEAFAGAHAIAJAKALAMANAOAPAQ
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Name of the hardwareManufacturerFP64 Performance (FLOP/s)FP32 Performance (FLOP/s)FP16 Performance (FLOP/s)FP/TF32 Tensor Performance (FLOP/s)FP16 Tensor Performance (FLOP/s)FP8 Tensor Performance (FLOP/s)INT16 Performance (OP/s)INT8 Tensor Performance (OP/s)INT4 Tensor Performance (OP/s)Memory size per board (Byte)Memory Bandwidth (Byte/s)Arithmetic intensity (FLOP/Byte)Type of interconnect (Bus Interface)interconnect speed (in GB/s, bidirectional)Type of specialized point-to-point interconnectSpecialized point-to-point interconnect speed (in GB/s, bidirectional)LambdaLabs FP32 ResNet-50 Pytorch Throughput (samples/s)Release dateRelease yearRelease price (USD)Cloud pricing ($ per hour) data from 03 July 2023; Google cloud and lambda labs pricesManufacturing Process (Technology Node)Number of transistors in millionDie Size in mm^2TDP in WBase Clock in MHzBoost Clock in MHzMemory Clock in MHzMemory bus in bitShading unitsTMUsROPsSM countTensor coresRT coresProminent Years of usageLink to datasheetSecondary datasheetThird datasheetSource for the PriceML Hardware
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NVIDIA GeForce RTX 4070NVIDIA6.26E+114.01E+134.01E+131.20E+105.04E+110.00E+00PCIe 4.0 x1663.0003/01/20232023$7993580029528523102610131319276802408060240601
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AMD Radeon RX 7900 XTXAMD1.92E+126.14E+131.23E+142.40E+109.60E+110.00E+00PCIe 4.0 x1663.0003/11/20222022$999577005293551855249925003846144384192096https://www.techpowerup.com/gpu-specs/radeon-rx-7900-xtx.c3941
https://www.pcgamer.com/amd-radeon-rx-7900-xtx-xt-price-release-date-specs/
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NVIDIA L40NVIDIA1.41E+129.05E+139.05E+131.81E+143.62E+143.62E+147.24E+144.80E+108.64E+112.09E+02PCIe 4.0 x1663.0013/10/20222022763006083007352490225038418176568192142568142
https://www.techpowerup.com/gpu-specs/l40.c3959; https://www.nvidia.com/content/dam/en-zz/Solutions/design-visualization/support-guide/NVIDIA-L40-Datasheet-January-2023.pdf
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NVIDIA GeForce RTX 4090NVIDIA1.29E+128.26E+138.26E+138.26E+133.30E+146.61E+146.61E+141.32E+152.40E+101.01E+123.27E+02PCIe 4.0 x1663.0020/09/20222022$1599
TSMC 4N NVIDIA Custom Process
7630060845022352520131338416384512176128512128https://www.techpowerup.com/gpu-specs/geforce-rtx-4090.c3889https://images.nvidia.com/aem-dam/Solutions/geforce/ada/nvidia-ada-gpu-architecture.pdf
https://www.pcgamesn.com/nvidia/rtx-4090-release-date-price-spec-and-benchmarks
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NVIDIA GeForce RTX 4080NVIDIA7.62E+114.87E+134.87E+131.60E+107.17E+110.00E+00PCIe 4.0 x1662.0020/09/20222022$11994590037932022052505140025697283041127630476https://www.techpowerup.com/gpu-specs/geforce-rtx-4080.c3888;1
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NVIDIA H100 SXMNVIDIA3.35E+136.69E+131.34E+144.95E+149.90E+141.98E+151.98E+158.00E+103.35E+122.95E+02PCIe 5.0 x16126.00NVLink 4.09.00E+0222/03/20222022$1.998000081470016651980131351201689652824132528https://www.techpowerup.com/gpu-specs/h100-sxm5.c3900
https://resources.nvidia.com/en-us-tensor-core/nvidia-tensor-core-gpu-datasheet
https://nvdam.widen.net/s/95bdhpsgrs/nvidia_h100_tensor_core_gpu_architecture_whitepaper_v1.03#page=39
seems to be sold between 20k and 40k USD
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NVIDIA GeForce RTX 3090 Ti
NVIDIA6.25E+114.00E+134.00E+134.00E+131.60E+143.20E+146.40E+142.40E+101.01E+121.59E+02PCIe 4.0 x1663.0027/01/20222022$1,999
Samsung 8 nm 8N NVIDIA Custom Process
28300628450156018601313384107523361128433684
https://www.techpowerup.com/gpu-specs/geforce-rtx-3090-ti.c3829
https://images.nvidia.com/aem-dam/Solutions/geforce/ada/nvidia-ada-gpu-architecture.pdf
https://www.wikiwand.com/en/GeForce_30_series
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AMD Radeon Instinct MI250X
AMD4.79E+134.79E+133.83E+149.57E+133.83E+143.83E+141.28E+113.20E+121.20E+02PCIe 4.0 x1663.00
AMD Infinity Fabric
4.00E+0208/11/20212021TSMC 6nm560https://www.amd.com/system/files/documents/amd-instinct-mi200-datasheet.pdfhttps://www.wikiwand.com/en/AMD_Instinct1
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Google TPU v4Google2.75E+144.58E+133.20E+101.20E+120.00E+00TPU ICI Links3.36E+0220/05/20212021$1.77https://cloud.google.com/tpu/docs/system-architecture-tpu-vmhttps://dl.acm.org/doi/pdf/10.1145/33603071
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NVIDIA RTX A5000NVIDIA8.68E+112.78E+132.78E+132.40E+107.68E+110.00E+00PCIe 4.0 x1663.004.05E+0212/04/20212021$22502830062823011701695200038481922569664256642021-21
https://www.techpowerup.com/gpu-specs/rtx-a5000.c3748
https://develop3d.com/hardware/nvidia-rtx-a4000-and-rtx-a5000-gpus-launch/
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NVIDIA RTX A4000NVIDIA5.99E+111.92E+131.92E+131.60E+104.48E+110.00E+00PCIe 4.0 x1663.0012/04/20212021$100017400392140735156017502566144192964819248techpowerup.com/gpu-specs/rtx-a4000.c3756
https://develop3d.com/hardware/nvidia-rtx-a4000-and-rtx-a5000-gpus-launch/
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NVIDIA A10GNVIDIA9.85E+113.15E+133.15E+132.40E+106.00E+110.00E+00PCIe 4.0 x1663.0012/04/20212021$0.60283006281501320171015633849216288967228872https://www.techpowerup.com/gpu-specs/a10g.c37981
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NVIDIA A40 PCIeNVIDIA5.85E+113.74E+133.74E+137.48E+131.50E+142.99E+144.80E+106.96E+112.15E+02PCIe 4.0 x1663.0005/10/2020202028300628300130517401812384107523361128433684https://www.techpowerup.com/gpu-specs/a40-pcie.c3700; https://images.nvidia.com/content/Solutions/data-center/a40/nvidia-a40-datasheet.pdf1
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NVIDIA A100NVIDIA9.75E+121.95E+137.80E+131.56E+143.12E+146.24E+148.00E+102.04E+121.53E+02PCIe 4.0 x1663.00NVLink6.00E+029.25E+0216/11/20202020$15,000$1.10TSMC 7nm54200826400127514101593512069124321601084322020-21https://www.techpowerup.com/gpu-specs/a100-sxm4-80-gb.c3746https://www.nvidia.com/content/dam/en-zz/Solutions/Data-Center/a100/pdf/nvidia-a100-datasheet-us-nvidia-1758950-r4-web.pdf1
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NVIDIA GeForce RTX 3090NVIDIA5.56E+113.56E+133.56E+132.84E+145.68E+142.40E+109.36E+110.00E+00PCIe 4.0 x1663.00NVLink 3.0112.54.71E+0201/09/20202020$1499
Samsung 8 nm 8N NVIDIA Custom Process
283006283501395169512193841049632811282328822020-21
https://www.techpowerup.com/gpu-specs/geforce-rtx-3090.c3622
https://images.nvidia.com/aem-dam/en-zz/Solutions/geforce/ampere/pdf/NVIDIA-ampere-GA102-GPU-Architecture-Whitepaper-V1.pdf#page=38
https://www.tomsguide.com/news/nvidia-geforce-rtx-3090
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NVIDIA RTX A6000NVIDIA1.21E+123.87E+133.87E+134.80E+107.68E+110.00E+00PCIe 4.0 x1663.00NVLink 3.0112.505/10/20202020$4650$0.8028300628300141018002000384107523361128433684
https://www.techpowerup.com/gpu-specs/rtx-a6000.c3686
https://wccftech.com/nvidia-rtx-a6000-48-gb-workstation-graphics-card-full-ga102-gpu-4650-us/
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NVIDIA GeForce RTX 3080NVIDIA4.65E+112.98E+132.98E+131.00E+107.60E+110.00E+00PCIe 4.0 x1663.0001/09/20202020$699283006283201440171011883208704272966827268
https://www.techpowerup.com/gpu-specs/geforce-rtx-3080.c3621
https://www.tomsguide.com/news/nvidia-geforce-rtx-3080-ti
1.00E+00
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Google TPU V3Google1.23E+144.00E+123.20E+109.00E+110.00E+00TPU ICI Links3.28E+0201/10/20182018$0.622018-21https://cloud.google.com/tpu/docs/system-architecture-tpu-vmA Domain-Specific Supercomputer for Training1.00E+00
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NVIDIA GeForce RTX 2080 Ti
NVIDIA4.20E+111.35E+132.69E+131.14E+142.28E+144.55E+141.10E+106.16E+111.85E+02PCIe 3.0 x1631.50NVLink 2.01.00E+022.75E+0220/09/20182018$999
TSMC 12 nm FFN (FinFET NVIDIA)
1860075425013501545175035243522728868544682018-21
https://www.techpowerup.com/gpu-specs/geforce-rtx-2080-ti.c3305
https://images.nvidia.com/aem-dam/Solutions/geforce/ada/nvidia-ada-gpu-architecture.pdf
1.00E+00
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NVIDIA Quadro RTX 8000NVIDIA5.01E+111.63E+133.26E+134.80E+106.72E+110.00E+00PCIe 3.0 x1631.50NVLink 2.01.00E+023.00E+0213/08/20182018$99991860075426013951770175038446082889672576722018-21
https://www.techpowerup.com/gpu-specs/quadro-rtx-8000.c3306
1.00E+00
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NVIDIA T4NVIDIA2.54E+118.10E+126.51E+131.60E+103.20E+110.00E+00PCIe 3.0 x1631.5013/09/20182018$0.221360054570585159012502562560160644032040
https://www.techpowerup.com/gpu-specs/tesla-t4.c3316
1.00E+00
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NVIDIA Quadro RTX 4000NVIDIA2.23E+117.10E+121.42E+138.00E+094.16E+110.00E+00PCIe 3.0 x1631.5013/11/20182018$899136005451601005154516252562304144643628836
https://www.techpowerup.com/gpu-specs/quadro-rtx-4000.c3336
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NVIDIA Quadro RTX 5000NVIDIA3.49E+111.12E+132.23E+131.60E+104.48E+110.00E+00PCIe 3.0 x1631.50NVLink 2.05013/08/20182018$2299136005452301620181517502563072192644838448
https://www.techpowerup.com/gpu-specs/quadro-rtx-5000.c3308
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NVIDIA Quadro RTX 6000NVIDIA5.10E+111.63E+133.26E+132.40E+106.72E+110.00E+00PCIe 3.0 x1631.50NVLink 2.010013/08/20182018$6299$0.50186007542601440177017503844608288967257672
https://www.techpowerup.com/gpu-specs/quadro-rtx-6000.c3307
https://woolypooly.com/en/device/gpu/nvidia-quadro-rtx-6000
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NVIDIA Titan XpNVIDIA3.80E+111.22E+131.90E+111.20E+105.48E+110.00E+00PCIe 3.0 x1631.5006/04/20172017$11991180047125014051582142638438402409630
https://www.techpowerup.com/gpu-specs/titan-xp.c2948
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NVIDIA Titan VNVIDIA7.45E+121.49E+132.98E+131.20E+106.51E+110.00E+00PCIe 3.0 x1631.5007/12/20172017$2,9992110081525012001455848307251203209680640
https://www.techpowerup.com/gpu-specs/titan-v.c3051
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NVIDIA Tesla V100 SMX2NVIDIA7.80E+121.57E+133.14E+131.30E+141.60E+108.97E+111.45E+02PCIe 3.0 x1631.50NVLink 2.03.00E+0221/06/20172017$11,500$0.5521100815300131215308764096512032012880640
2017-21 (though discontinued in 2020)
https://images.nvidia.com/content/technologies/volta/pdf/volta-v100-datasheet-update-us-1165301-r5.pdf
https://www.techpowerup.com/gpu-specs/tesla-v100-sxm2-16-gb.c3018
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Google TPU V2Google3.00E+124.60E+133.00E+121.60E+106.00E+110.00E+00PCIe 3.0 x1631.50TPU ICI Links2.48E+0201/05/20172017$0.462017-21A Domain-Specific Supercomputer for Training1
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NVIDIA Geforce GTX 1080 TiNVIDIA3.54E+111.13E+131.77E+111.10E+104.84E+110.00E+00PCIe 3.0 x1631.501.96E+0210/03/20172017$6991180047125014811582137635235842248828https://www.techpowerup.com/gpu-specs/geforce-gtx-1080-ti.c28771
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NVIDIA Quadro P4000NVIDIA1.65E+115.30E+128.29E+108.00E+092.43E+110.00E+00PCIe 3.0 x1631.5006/02/20172017$815720031410512021480190125617921126414
https://www.techpowerup.com/gpu-specs/quadro-p4000.c2930
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NVIDIA P100NVIDIA4.70E+129.30E+121.87E+131.60E+107.32E+110.00E+00PCIe 3.0 x1631.50NVLink 1.016005/04/20162016$5699$0.919
https://images.nvidia.com/content/tesla/pdf/nvidia-tesla-p100-PCIe-datasheet.pdf
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NVIDIA Tesla P4NVIDIA1.78E+115.70E+128.90E+102.20E+138.00E+091.92E+110.00E+00PCIe 3.0 x1631.5013/09/20162016$0.3787200314758861114150225625601606420
https://www.techpowerup.com/gpu-specs/tesla-p4.c2879
https://images.nvidia.com/content/pdf/tesla/184457-Tesla-P4-Datasheet-NV-Final-Letter-Web.pdf
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NVIDIA Quadro P5000NVIDIA2.77E+118.87E+121.39E+111.60E+102.89E+110.00E+00PCIe 3.0 x1631.5001/10/20162016$2499720031418016071733112725625601606420
https://www.techpowerup.com/gpu-specs/quadro-p5000.c2864
https://www.techpowerup.com/gpu-specs/quadro-p5000.c2864
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NVIDIA Quadro P6000NVIDIA3.95E+111.26E+131.97E+112.40E+104.33E+110.00E+00PCIe 3.0 x1631.5001/10/20162016$59991180047125015061645112738438402409630
https://www.techpowerup.com/gpu-specs/quadro-p6000.c2865
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NVIDIA P40NVIDIA3.67E+111.18E+131.84E+112.40E+106.94E+110.00E+00PCIe 3.0 x1631.5013/09/20162016$56991180047125013031531180838438402409630
https://www.techpowerup.com/gpu-specs/tesla-p40.c2878
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NVIDIA GTX Titan XNVIDIA2.09E+116.69E+121.20E+103.37E+110.00E+00PCIe 3.0 x1631.5017/03/20152015$999800060125010001089175338430721929624
https://www.techpowerup.com/gpu-specs/geforce-gtx-titan-x.c2632
1
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NVIDIA M40NVIDIA2.14E+116.83E+121.20E+102.88E+110.00E+00PCIe 3.0 x1631.5010/11/2015201580006012509481112150238430721929624
https://www.techpowerup.com/gpu-specs/tesla-m40.c2771
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NVIDIA Quadro K1200NVIDIA3.60E+101.15E+124.00E+098.00E+100.00E+00PCIe 2.0 x1615.7528/01/2015201518701484510581124125012851232164
https://www.techpowerup.com/gpu-specs/quadro-k1200.c2641
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NVIDIA Quadro M4000NVIDIA8.04E+102.57E+128.00E+091.92E+110.00E+00PCIe 3.0 x1631.5029/06/201520155200398120773150225616641046413
https://www.techpowerup.com/gpu-specs/quadro-m4000.c2757
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NVIDIA TESLA M60NVIDIA3.02E+119.65E+121.60E+103.21E+110.00E+00PCIe 3.0 x1631.5030/08/201520151040079630055711781253512409625612832
https://www.techpowerup.com/gpu-specs/tesla-m60.c2760
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NVIDIA GTX Titan BlackNVIDIA1.88E+125.65E+126.00E+093.36E+110.00E+00PCIe 3.0 x1631.5018/02/20142014$9997080561250889980175038428802404815
https://www.techpowerup.com/gpu-specs/geforce-gtx-titan-black.c2549
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NVIDIA Tesla K80NVIDIA2.74E+128.13E+122.40E+102.41E+110.00E+00PCIe 3.0 x1631.5017/11/20142014$5000$0.2831420011223005628241253768499241696262015-2017
https://www.techpowerup.com/gpu-specs/tesla-k80.c2616
https://www.nvidia.com/content/dam/en-zz/Solutions/Data-Center/tesla-product-literature/TeslaK80-datasheet.pdf
https://www.anandtech.com/show/8729/nvidia-launches-tesla-k80-gk210-gpu
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NVIDIA Tesla K40sNVIDIA1.68E+125.05E+121.20E+102.88E+110.00E+00PCIe 3.0 x1631.5022/11/20132013$769970805612457458761502384288024048152015-2017
https://www.techpowerup.com/gpu-specs/tesla-k40s.c2528
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NVIDIA Quadro K6000NVIDIA1.73E+125.20E+121.20E+102.88E+110.00E+00PCIe 3.0 x1631.5023/07/20132013$52657080561225797902150238428802404815
https://www.techpowerup.com/gpu-specs/quadro-k6000.c2426
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NVIDIA Tesla K20cNVIDIA1.17E+123.52E+125.00E+092.08E+110.00E+00PCIe 2.0 x1615.7512/11/20122012$31997080561225706130032024962084013
https://www.techpowerup.com/gpu-specs/tesla-k20c.c564
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NVIDIA GeForce GTX 580NVIDIA1.98E+111.58E+121.54E+091.92E+110.00E+00PCIe 2.0 x1615.7509/11/20102010$499300052024477215441002384512644816
https://www.techpowerup.com/gpu-specs/geforce-gtx-580.c270
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NVIDIA GeForce GTX 280NVIDIA7.78E+106.22E+111.02E+091.41E+110.00E+00PCIe 2.0 x162008$64914005762366021107512240803230https://www.techpowerup.com/gpu-specs/geforce-gtx-280.c2161
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NVIDIA P100 PCIe 16GBNVIDIA4.70E+129.56E+121.91E+131.60E+107.32E+110.00E+00PCIe 3.0 x1631.50NVLink 1.01.60E+0220/06/20162016$5699$0.9191530061025011901329715409635842249656
https://www.techpowerup.com/gpu-specs/tesla-p100-pcie-16-gb.c2888
https://images.nvidia.com/content/tesla/pdf/nvidia-tesla-p100-PCIe-datasheet.pdf
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Google TPUv5eGoogle1.97E+143.93E+141.60E+108.19E+11200https://cloud.google.com/tpu/docs/v5e1
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Google TPUv5pGoogle4.59E+149.50E+102.77E+12600https://cloud.google.com/tpu/docs/v5p1
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Google TPUv6Google9.26E+141.85E+153.20E+101.64E+122024
https://cloud.google.com/blog/products/compute/introducing-trillium-6th-gen-tpus
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NVIDIA B100NVIDIA3.00E+131.75E+158.75E+141.75E+153.50E+157.00E+151.92E+118.00E+12PCIe 6.02.56E+11NVLink 5.01.80E+03700https://www.hyperstack.cloud/nvidia-blackwell-b1001
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AMD Radeon Instinct MI300AMD4.79E+134.79E+133.83E+141.28E+116.55E+12PCIE 5.0 x1604/01/20232023600
https://www.techpowerup.com/gpu-specs/radeon-instinct-mi300.c4019
1
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Huawei Ascend 910Huawei2.56E+145.12E+143.20E+101.23E+12
https://www.cmc.ca/wp-content/uploads/2020/03/Zhan-Xu-Huawei.pdf
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