RTX 30 Compute September AMD Ryzen 9 5900X 12-Core testing with a ASUS ROG CROSSHAIR VIII HERO (3801 BIOS) and NVIDIA GeForce RTX 3090 24GB on Ubuntu 21.10 via the Phoronix Test Suite. RTX 3070: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 1000GB Western Digital WD_BLACK SN850 1TB + 2000GB, Graphics: NVIDIA GeForce RTX 3070 8GB, Audio: NVIDIA GA104 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.10, Kernel: 5.13.0-14-generic (x86_64), Desktop: GNOME Shell 40.2, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.63.01, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.112, Vulkan: 1.2.175, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3090: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 1000GB Western Digital WD_BLACK SN850 1TB + 2000GB, Graphics: NVIDIA GeForce RTX 3090 24GB, Audio: NVIDIA GA102 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.10, Kernel: 5.13.0-14-generic (x86_64), Desktop: GNOME Shell 40.2, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.63.01, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.112, Vulkan: 1.2.175, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce RTX 3090: Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3801 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0 + 1000GB Western Digital WD_BLACK SN850 1TB + 2000GB, Graphics: NVIDIA GeForce RTX 3090 24GB, Audio: NVIDIA GA102 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211 OS: Ubuntu 21.10, Kernel: 5.13.0-14-generic (x86_64), Desktop: GNOME Shell 40.2, Display Server: X Server 1.20.11, Display Driver: NVIDIA 470.63.01, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.112, Vulkan: 1.2.175, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160 vkpeak 20210424 fp32-scalar GFLOPS > Higher Is Better RTX 3070 ......... 11589.59 |=========================== RTX 3090 ......... 21074.89 |================================================== GeForce RTX 3090 . 21146.01 |================================================== GeForce RTX 3090 . 20871.36 |================================================= vkpeak 20210424 fp32-vec4 GFLOPS > Higher Is Better RTX 3070 ......... 15319.31 |============================ RTX 3090 ......... 27597.60 |================================================== GeForce RTX 3090 . 27807.75 |================================================== GeForce RTX 3090 . 27390.08 |================================================= vkpeak 20210424 fp16-scalar GFLOPS > Higher Is Better RTX 3070 ......... 11590.48 |============================ RTX 3090 ......... 20954.00 |================================================== GeForce RTX 3090 . 20953.65 |================================================== GeForce RTX 3090 . 20714.14 |================================================= vkpeak 20210424 fp16-vec4 GFLOPS > Higher Is Better RTX 3070 ......... 22503.16 |============================ RTX 3090 ......... 40868.96 |================================================== GeForce RTX 3090 . 40869.19 |================================================== GeForce RTX 3090 . 40423.41 |================================================= vkpeak 20210424 fp64-scalar GFLOPS > Higher Is Better RTX 3070 ......... 363.75 |============================= RTX 3090 ......... 655.42 |==================================================== GeForce RTX 3090 . 658.56 |==================================================== GeForce RTX 3090 . 651.31 |=================================================== vkpeak 20210424 fp64-vec4 GFLOPS > Higher Is Better RTX 3070 ......... 364.29 |============================= RTX 3090 ......... 655.31 |==================================================== GeForce RTX 3090 . 651.20 |==================================================== vkpeak 20210424 int32-scalar GIOPS > Higher Is Better RTX 3070 ......... 11571.35 |============================ RTX 3090 ......... 20836.32 |================================================== GeForce RTX 3090 . 20925.87 |================================================== GeForce RTX 3090 . 20687.55 |================================================= vkpeak 20210424 int32-vec4 GIOPS > Higher Is Better RTX 3070 ......... 11521.48 |============================ RTX 3090 ......... 20743.80 |================================================== GeForce RTX 3090 . 20746.67 |================================================== GeForce RTX 3090 . 20597.19 |================================================== vkpeak 20210424 int16-scalar GIOPS > Higher Is Better RTX 3070 ......... 7644.32 |============================ RTX 3090 ......... 13646.56 |================================================== GeForce RTX 3090 . 13752.19 |================================================== GeForce RTX 3090 . 13655.97 |================================================== vkpeak 20210424 int16-vec4 GIOPS > Higher Is Better RTX 3070 ......... 10106.83 |============================== RTX 3090 ......... 16889.26 |================================================== GeForce RTX 3090 . 17006.61 |================================================== GeForce RTX 3090 . 16887.92 |================================================== RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better RTX 3070 ......... 7.856 |===================================================== RTX 3090 ......... 5.566 |====================================== GeForce RTX 3090 . 5.595 |====================================== RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better RTX 3070 ......... 46.79 |===================================================== RTX 3090 ......... 28.42 |================================ GeForce RTX 3090 . 28.42 |================================ Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No Seconds < Lower Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Seconds < Lower Is Better RTX 3070 ......... 4.112 |===================================================== RTX 3090 ......... 3.276 |========================================== GeForce RTX 3090 . 3.275 |========================================== VkFFT 1.1.1 Benchmark Score > Higher Is Better RTX 3070 ......... 31554 |====================================== RTX 3090 ......... 43295 |=================================================== GeForce RTX 3090 . 44567 |===================================================== Hashcat 6.1.1 Benchmark: MD5 H/s > Higher Is Better RTX 3070 ......... 38925166667 |=========================== RTX 3090 ......... 66739300000 |=============================================== GeForce RTX 3090 . 66589100000 |=============================================== Hashcat 6.1.1 Benchmark: SHA1 H/s > Higher Is Better RTX 3070 ......... 13194833333 |=========================== RTX 3090 ......... 22853700000 |=============================================== GeForce RTX 3090 . 22798500000 |=============================================== Hashcat 6.1.1 Benchmark: 7-Zip H/s > Higher Is Better RTX 3070 ......... 689667 |============================== RTX 3090 ......... 1154600 |=================================================== GeForce RTX 3090 . 1161100 |=================================================== Hashcat 6.1.1 Benchmark: SHA-512 H/s > Higher Is Better RTX 3070 ......... 1673633333 |============================ RTX 3090 ......... 2884600000 |================================================ GeForce RTX 3090 . 2881300000 |================================================ Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS H/s > Higher Is Better RTX 3070 ......... 503167 |============================== RTX 3090 ......... 857500 |==================================================== GeForce RTX 3090 . 859400 |==================================================== Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D GFLOPS > Higher Is Better RTX 3070 ......... 219.20 |=========================== RTX 3090 ......... 427.94 |==================================================== GeForce RTX 3090 . 427.08 |==================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Triad GB/s > Higher Is Better RTX 3070 ......... 24.67 |=================================================== RTX 3090 ......... 25.53 |===================================================== GeForce RTX 3090 . 25.45 |===================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better RTX 3070 ......... 1134.82 |========================= RTX 3090 ......... 2349.19 |=================================================== GeForce RTX 3090 . 2348.03 |=================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better RTX 3070 ......... 25.41 |============================== RTX 3090 ......... 44.43 |===================================================== GeForce RTX 3090 . 44.19 |===================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Reduction GB/s > Higher Is Better RTX 3070 ......... 326.57 |=========================================== RTX 3090 ......... 391.21 |==================================================== GeForce RTX 3090 . 391.09 |==================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N GFLOPS > Higher Is Better RTX 3070 ......... 3732.87 |======================= RTX 3090 ......... 8174.54 |=================================================== GeForce RTX 3090 . 8105.73 |=================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Max SP Flops GFLOPS > Higher Is Better RTX 3070 . 23102.9 |================================== RTX 3090 . 40344.1 |=========================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Download GB/s > Higher Is Better RTX 3070 . 26.28 |============================================================= RTX 3090 . 26.26 |============================================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Readback GB/s > Higher Is Better RTX 3070 . 27.11 |============================================================= RTX 3090 . 27.08 |============================================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better RTX 3070 . 2130.04 |======================================================== RTX 3090 . 2228.01 |=========================================================== Libplacebo 2.72.2 FPS > Higher Is Better cl-mem 2017-01-13 Benchmark: Copy GB/s > Higher Is Better RTX 3070 . 296.8 |================================================== RTX 3090 . 364.3 |============================================================= cl-mem 2017-01-13 Benchmark: Read GB/s > Higher Is Better RTX 3070 . 393.3 |============================= RTX 3090 . 826.6 |============================================================= cl-mem 2017-01-13 Benchmark: Write GB/s > Higher Is Better RTX 3070 . 382.0 |=============================== RTX 3090 . 745.0 |============================================================= NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better RTX 3070 . 0.12555 |======================================================== RTX 3090 . 0.13155 |=========================================================== Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest Seconds < Lower Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC2 RGB - Quality: Highest Seconds < Lower Is Better VkResample 1.0 Upscale: 2x - Precision: Double ms < Lower Is Better RTX 3070 . 216.41 |============================================================ RTX 3090 . 119.82 |================================= VkResample 1.0 Upscale: 2x - Precision: Single ms < Lower Is Better RTX 3070 . 17.529 |============================================================ RTX 3090 . 9.254 |================================ OctaneBench 2020.1 Total Score Score > Higher Is Better RTX 3070 . 415.20 |==================================== RTX 3090 . 683.60 |============================================================ RedShift Demo 3.0 Seconds < Lower Is Better RTX 3070 . 226 |=============================================================== RTX 3090 . 139 |======================================= FAHBench 2.3.2 Ns Per Day > Higher Is Better RTX 3070 . 265.51 |============================================== RTX 3090 . 344.02 |============================================================ LeelaChessZero 0.28 Backend: OpenCL Nodes Per Second > Higher Is Better RTX 3070 . 37790 |=========================================== RTX 3090 . 53653 |============================================================= Rodinia 3.1 Test: OpenCL Particle Filter Seconds < Lower Is Better RTX 3070 . 5.920 |============================================================= RTX 3090 . 3.680 |====================================== ArrayFire 3.7 Test: Conjugate Gradient OpenCL ms < Lower Is Better RTX 3070 . 2.089 |============================================================= RTX 3090 . 1.480 |=========================================== LuxCoreRender 2.5 Scene: DLSC - Acceleration: GPU M samples/sec > Higher Is Better RTX 3070 . 6.68 |=================================== RTX 3090 . 11.53 |============================================================= LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: GPU M samples/sec > Higher Is Better RTX 3070 . 5.06 |==================================== RTX 3090 . 8.64 |============================================================== LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: GPU M samples/sec > Higher Is Better RTX 3070 . 6.99 |========================================= RTX 3090 . 10.42 |============================================================= LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: GPU M samples/sec > Higher Is Better RTX 3070 . 6.22 |=================================== RTX 3090 . 10.92 |============================================================= LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: GPU M samples/sec > Higher Is Better RTX 3070 . 21.27 |======================================== RTX 3090 . 32.09 |============================================================= FinanceBench 2016-07-25 Benchmark: Black-Scholes OpenCL ms < Lower Is Better RTX 3070 . 10.457 |============================================================ RTX 3090 . 6.357 |==================================== ViennaCL 1.7.1 Test: CPU BLAS - sCOPY GB/s > Higher Is Better RTX 3070 . 66.9 |============================================================== RTX 3090 . 63.0 |========================================================== ViennaCL 1.7.1 Test: CPU BLAS - sAXPY GB/s > Higher Is Better RTX 3070 . 100.8 |============================================================= RTX 3090 . 89.6 |====================================================== ViennaCL 1.7.1 Test: CPU BLAS - sDOT GB/s > Higher Is Better RTX 3070 . 151 |=============================================================== RTX 3090 . 136 |========================================================= ViennaCL 1.7.1 Test: CPU BLAS - dCOPY GB/s > Higher Is Better RTX 3070 . 24.6 |============================================================== RTX 3090 . 22.6 |========================================================= ViennaCL 1.7.1 Test: CPU BLAS - dAXPY GB/s > Higher Is Better RTX 3070 . 36.5 |============================================================== RTX 3090 . 34.8 |=========================================================== ViennaCL 1.7.1 Test: CPU BLAS - dDOT GB/s > Higher Is Better RTX 3070 . 48.6 |============================================================== RTX 3090 . 43.2 |======================================================= ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-N GB/s > Higher Is Better RTX 3070 . 82.8 |============================================================== RTX 3090 . 77.6 |========================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-T GB/s > Higher Is Better RTX 3070 . 89.8 |============================================================== RTX 3090 . 83.8 |========================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NN GFLOPs/s > Higher Is Better RTX 3070 . 53.1 |============================================================== RTX 3090 . 52.4 |============================================================= ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NT GFLOPs/s > Higher Is Better RTX 3070 . 53.6 |============================================================== RTX 3090 . 52.0 |============================================================ ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TN GFLOPs/s > Higher Is Better RTX 3070 . 58.2 |============================================================== RTX 3090 . 56.1 |============================================================ ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TT GFLOPs/s > Higher Is Better RTX 3070 . 56.4 |============================================================== RTX 3090 . 54.0 |=========================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - sCOPY GB/s > Higher Is Better RTX 3070 . 291 |================================================== RTX 3090 . 364 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - sAXPY GB/s > Higher Is Better RTX 3070 . 359 |============================================= RTX 3090 . 501 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - sDOT GB/s > Higher Is Better RTX 3070 . 322 |========================================================== RTX 3090 . 351 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dCOPY GB/s > Higher Is Better RTX 3070 . 370 |====================================== RTX 3090 . 607 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dAXPY GB/s > Higher Is Better RTX 3070 . 396 |=================================== RTX 3090 . 721 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dDOT GB/s > Higher Is Better RTX 3070 . 395 |====================================== RTX 3090 . 663 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-N GB/s > Higher Is Better RTX 3070 . 222 |=========================================================== RTX 3090 . 236 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-T GB/s > Higher Is Better RTX 3070 . 333 |======================================================== RTX 3090 . 376 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NN GFLOPs/s > Higher Is Better RTX 3070 . 341 |==================================== RTX 3090 . 600 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NT GFLOPs/s > Higher Is Better RTX 3070 . 342 |==================================== RTX 3090 . 602 |=============================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TN GFLOPs/s > Higher Is Better RTX 3070 . 337 |==================================== RTX 3090 . 598 |=============================================================== GROMACS 2021.2 Implementation: NVIDIA CUDA GPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000 Milli-Seconds < Lower Is Better NCNN 20210720 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better RTX 3070 . 4.31 |============================================================ RTX 3090 . 4.47 |============================================================== RTX 3090 . 4.48 |============================================================== NCNN 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better RTX 3070 . 1.91 |============================================================ RTX 3090 . 1.98 |============================================================== NCNN 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better RTX 3070 . 2.14 |========================================================= RTX 3090 . 2.31 |============================================================== RTX 3090 . 2.21 |=========================================================== NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better RTX 3070 . 1.71 |============================================================ RTX 3090 . 1.77 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better RTX 3070 . 2.01 |========================================================== RTX 3090 . 2.14 |============================================================== RTX 3090 . 2.09 |============================================================= NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better RTX 3070 . 3.17 |=========================================================== RTX 3090 . 3.34 |============================================================== RTX 3090 . 3.35 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better RTX 3070 . 0.98 |========================================================= RTX 3090 . 1.07 |============================================================== RTX 3090 . 0.96 |======================================================== NCNN 20210720 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better RTX 3070 . 5.43 |============================================================== RTX 3090 . 4.35 |================================================== RTX 3090 . 4.44 |=================================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better RTX 3070 . 1.68 |========================================================== RTX 3090 . 1.66 |========================================================= RTX 3090 . 1.81 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better RTX 3070 . 1.90 |============================================================ RTX 3090 . 1.95 |============================================================== RTX 3090 . 1.88 |============================================================ NCNN 20210720 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better RTX 3070 . 3.74 |============================================================== RTX 3090 . 3.68 |============================================================= RTX 3090 . 3.74 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better RTX 3070 . 6.57 |===================================================== RTX 3090 . 7.20 |========================================================== RTX 3090 . 7.66 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better RTX 3070 . 4.43 |============================================================== RTX 3090 . 4.37 |============================================================= NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better RTX 3070 . 2.42 |========================================================== RTX 3090 . 2.52 |============================================================= RTX 3090 . 2.57 |============================================================== NCNN 20210720 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better RTX 3070 . 4.13 |========================================================== RTX 3090 . 4.41 |============================================================== RTX 3090 . 4.38 |============================================================== PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL Examples Per Second > Higher Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom M samples/s > Higher Is Better RTX 3070 . 12.94 |====================================== RTX 3090 . 20.97 |============================================================= IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar M samples/s > Higher Is Better RTX 3070 . 37.32 |=========================================== RTX 3090 . 53.36 |============================================================= Blender 2.92 Blend File: BMW27 - Compute: CUDA Seconds < Lower Is Better RTX 3070 . 29.00 |============================================================= RTX 3090 . 18.32 |======================================= Blender 2.92 Blend File: Classroom - Compute: CUDA Seconds < Lower Is Better RTX 3070 . 76.06 |============================================================= RTX 3090 . 51.18 |========================================= Blender 2.92 Blend File: Fishy Cat - Compute: CUDA Seconds < Lower Is Better RTX 3070 . 54.69 |============================================================= RTX 3090 . 34.65 |======================================= Blender 2.92 Blend File: Barbershop - Compute: CUDA Seconds < Lower Is Better RTX 3070 . 507.39 |============================================================ RTX 3090 . 373.32 |============================================ Blender 2.92 Blend File: BMW27 - Compute: NVIDIA OptiX Seconds < Lower Is Better RTX 3070 . 15.82 |============================================================= RTX 3090 . 9.52 |===================================== Blender 2.92 Blend File: Classroom - Compute: NVIDIA OptiX Seconds < Lower Is Better RTX 3070 . 45.77 |============================================================= RTX 3090 . 28.66 |====================================== Blender 2.92 Blend File: Fishy Cat - Compute: NVIDIA OptiX Seconds < Lower Is Better RTX 3070 . 33.34 |============================================================= RTX 3090 . 18.97 |=================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TT GFLOPs/s > Higher Is Better RTX 3090 . 601 |===============================================================