RTX 4070 SUPER sudo apt install vulkan-headers vulkan-tools libvulkan-dev NVIDIA RTX 4070 SUPER: Processor: Intel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads), Motherboard: ASUS TUF GAMING Z790-PRO WIFI (1401 BIOS), Chipset: Intel Device 7a27, Memory: 32GB, Disk: 4001GB Seagate ZP4000GP304001, Graphics: ASUS NVIDIA GeForce RTX 4070 SUPER 12GB, Audio: Realtek ALC1220, Monitor: ARZOPA, Network: Intel I226-V + Intel Device 7a70 OS: EndeavourOS rolling, Kernel: 6.7.1-arch1-1 (x86_64), Desktop: KDE Plasma 5.27.10, Display Server: X Server 1.21.1.11, Display Driver: NVIDIA 550.40.07, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.4.74, Compiler: GCC 13.2.1 20230801, File-System: ext4, Screen Resolution: 1920x1080 Intel ARC A770 8Gb: Processor: Intel Core Ultra 9 285K @ 5.10GHz (24 Cores), Motherboard: MSI MEG Z890 UNIFY-X (MS-7E20) v1.0 (1.A10 BIOS), Chipset: Intel Device ae7f, Memory: 2 x 16GB DDR5-6000MT/s Corsair CMH32GX5M2B6000Z30, Disk: 1024GB Wodposit NVMe SSD, Graphics: MSI Intel Arc A770 DG2 8GB, Audio: Intel DG2 Audio, Monitor: PiKVM V3, Network: Realtek Device 5000 + Intel Wi-Fi 7 OS: Ubuntu 24.10, Kernel: 6.12.1-061201-generic (x86_64), Desktop: GNOME Shell 47.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 24.3.1 kisak-mesa PPA, Compiler: GCC 14.2.0, File-System: ext4, Screen Resolution: 1920x1080 Intel ARC A750: Processor: Intel Core Ultra 9 285K @ 5.10GHz (24 Cores), Motherboard: MSI MEG Z890 UNIFY-X (MS-7E20) v1.0 (1.A10 BIOS), Chipset: Intel Device ae7f, Memory: 2 x 16GB DDR5-6000MT/s Corsair CMH32GX5M2B6000Z30, Disk: 1024GB Wodposit NVMe SSD, Graphics: Intel Arc A750 DG2 8GB, Audio: Intel DG2 Audio, Monitor: PiKVM V3, Network: Realtek Device 5000 + Intel Wi-Fi 7 OS: Ubuntu 24.10, Kernel: 6.12.1-061201-generic (x86_64), Desktop: GNOME Shell 47.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 24.3.1 kisak-mesa PPA, OpenCL: OpenCL 3.0, Compiler: GCC 14.2.0, File-System: ext4, Screen Resolution: 1920x1080 intel-gpu: Processor: Intel Core i5-10300H @ 4.50GHz (4 Cores / 8 Threads), Motherboard: CML Stonic_CMS (V1.00 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: 1000GB CT1000P3SSD8 + 256GB Western Digital PC SN530 SDBPNPZ-256G-1014, Graphics: Intel UHD CML GT2 4GB (1350/6000MHz), Audio: Intel Comet Lake PCH cAVS, Network: Realtek Killer E2600 GbE + Intel Comet Lake PCH CNVi WiFi OS: Ubuntu 24.04, Kernel: 6.8.0-49-generic (x86_64), Desktop: GNOME Shell 46.0, Display Server: X Server 1.20.13, Display Driver: NVIDIA 535.183.01, OpenGL: 4.6 Mesa 24.0.9-0ubuntu0.2, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080 nvidia-gpu: Processor: Intel Core i5-10300H @ 4.50GHz (4 Cores / 8 Threads), Motherboard: CML Stonic_CMS (V1.00 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: 1000GB CT1000P3SSD8 + 256GB Western Digital PC SN530 SDBPNPZ-256G-1014, Graphics: NVIDIA GeForce GTX 1650 Ti 4GB, Audio: Intel Comet Lake PCH cAVS, Network: Realtek Killer E2600 GbE + Intel Comet Lake PCH CNVi WiFi OS: Ubuntu 24.04, Kernel: 6.8.0-49-generic (x86_64), Desktop: GNOME Shell 46.0, Display Server: X Server 1.20.13, Display Driver: NVIDIA 535.183.01, OpenGL: 4.6.0, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080 Intel ARC A580: Processor: Intel Core Ultra 9 285K @ 5.10GHz (24 Cores), Motherboard: MSI MEG Z890 UNIFY-X (MS-7E20) v1.0 (1.A10 BIOS), Chipset: Intel Device ae7f, Memory: 2 x 16GB DDR5-6000MT/s Corsair CMH32GX5M2B6000Z30, Disk: 1024GB Wodposit NVMe SSD, Graphics: Intel Arc A580 DG2 8GB, Audio: Intel DG2 Audio, Monitor: PiKVM V3, Network: Realtek Device 5000 + Intel Wi-Fi 7 OS: Ubuntu 24.10, Kernel: 6.12.1-061201-generic (x86_64), Desktop: GNOME Shell 47.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 24.3.1 kisak-mesa PPA, OpenCL: OpenCL 3.0, Compiler: GCC 14.2.0, File-System: ext4, Screen Resolution: 1280x720 TensorFlow 2.16.1 Device: GPU - Batch Size: 64 - Model: VGG-16 images/sec > Higher Is Better Intel ARC A750 . 2.43 |======================================================== Intel ARC A580 . 2.43 |======================================================== IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom M samples/s > Higher Is Better NVIDIA RTX 4070 SUPER . 19.801 |=============================================== Intel ARC A750 ........ 9.302 |====================== Intel ARC A580 ........ 9.257 |====================== TensorFlow 2.16.1 Device: GPU - Batch Size: 32 - Model: VGG-16 images/sec > Higher Is Better Intel ARC A750 . 2.43 |======================================================== Intel ARC A580 . 2.42 |======================================================== TensorFlow 2.12 Device: GPU - Batch Size: 32 - Model: VGG-16 images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 1.50 |============================== Intel ARC A750 ........ 2.42 |================================================= Intel ARC A580 ........ 2.42 |================================================= TensorFlow 2.12 Device: GPU - Batch Size: 64 - Model: VGG-16 images/sec > Higher Is Better Intel ARC A750 ........ 2.43 |================================================= TensorFlow 2.16.1 Device: GPU - Batch Size: 16 - Model: VGG-16 images/sec > Higher Is Better Intel ARC A750 . 2.40 |======================================================== Intel ARC A580 . 2.40 |======================================================== NCNN 20230517 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better NVIDIA RTX 4070 SUPER . 117.81 |=============================================== Intel ARC A770 8Gb .... 46.04 |================== Intel ARC A750 ........ 45.54 |================== Intel ARC A750 ........ 46.28 |================== Intel ARC A750 ........ 46.33 |================== Intel ARC A750 ........ 46.44 |=================== Intel ARC A580 ........ 46.17 |================== NCNN 20230517 Target: Vulkan GPU - Model: FastestDet ms < Lower Is Better NVIDIA RTX 4070 SUPER . 2.86 |= Intel ARC A770 8Gb .... 88.99 |============================================= Intel ARC A750 ........ 61.47 |=============================== Intel ARC A750 ........ 92.94 |=============================================== Intel ARC A750 ........ 93.61 |================================================ Intel ARC A750 ........ 93.73 |================================================ Intel ARC A750 ........ 94.38 |================================================ Intel ARC A580 ........ 93.54 |================================================ NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer ms < Lower Is Better NVIDIA RTX 4070 SUPER . 844.61 |=============================================== Intel ARC A770 8Gb .... 119.05 |======= Intel ARC A750 ........ 116.35 |====== Intel ARC A750 ........ 118.97 |======= Intel ARC A750 ........ 118.68 |======= Intel ARC A750 ........ 118.86 |======= Intel ARC A750 ........ 119.00 |======= Intel ARC A580 ........ 119.00 |======= NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better NVIDIA RTX 4070 SUPER . 11.11 |= Intel ARC A770 8Gb .... 453.80 |============================================== Intel ARC A750 ........ 243.66 |========================= Intel ARC A750 ........ 454.67 |============================================== Intel ARC A750 ........ 440.96 |============================================= Intel ARC A750 ........ 438.40 |============================================= Intel ARC A750 ........ 432.61 |============================================ Intel ARC A580 ........ 462.80 |=============================================== NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better NVIDIA RTX 4070 SUPER . 6.86 |=== Intel ARC A770 8Gb .... 100.40 |============================================== Intel ARC A750 ........ 89.54 |========================================= Intel ARC A750 ........ 100.62 |=============================================== Intel ARC A750 ........ 100.35 |============================================== Intel ARC A750 ........ 101.39 |=============================================== Intel ARC A750 ........ 101.26 |=============================================== Intel ARC A580 ........ 101.57 |=============================================== NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better NVIDIA RTX 4070 SUPER . 63.82 |================================================ Intel ARC A770 8Gb .... 49.15 |===================================== Intel ARC A750 ........ 48.77 |===================================== Intel ARC A750 ........ 49.20 |===================================== Intel ARC A750 ........ 49.47 |===================================== Intel ARC A750 ........ 49.46 |===================================== Intel ARC A750 ........ 49.60 |===================================== Intel ARC A580 ........ 49.56 |===================================== NCNN 20230517 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better NVIDIA RTX 4070 SUPER . 46.26 |======================== Intel ARC A770 8Gb .... 93.18 |================================================ Intel ARC A750 ........ 87.56 |============================================= Intel ARC A750 ........ 92.83 |=============================================== Intel ARC A750 ........ 93.92 |================================================ Intel ARC A750 ........ 92.25 |=============================================== Intel ARC A750 ........ 94.13 |================================================ Intel ARC A580 ........ 93.48 |================================================ NCNN 20230517 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better NVIDIA RTX 4070 SUPER . 16.17 |================================= Intel ARC A770 8Gb .... 23.30 |================================================ Intel ARC A750 ........ 22.00 |============================================= Intel ARC A750 ........ 23.42 |================================================ Intel ARC A750 ........ 23.54 |================================================ Intel ARC A750 ........ 23.30 |================================================ Intel ARC A750 ........ 23.36 |================================================ Intel ARC A580 ........ 23.41 |================================================ NCNN 20230517 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better NVIDIA RTX 4070 SUPER . 8.97 |========= Intel ARC A770 8Gb .... 47.11 |=============================================== Intel ARC A750 ........ 43.81 |============================================ Intel ARC A750 ........ 47.30 |=============================================== Intel ARC A750 ........ 48.07 |================================================ Intel ARC A750 ........ 47.79 |================================================ Intel ARC A750 ........ 47.54 |=============================================== Intel ARC A580 ........ 47.58 |================================================ NCNN 20230517 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better NVIDIA RTX 4070 SUPER . 11.04 |===== Intel ARC A770 8Gb .... 105.35 |=============================================== Intel ARC A750 ........ 93.10 |========================================= Intel ARC A750 ........ 106.07 |=============================================== Intel ARC A750 ........ 105.30 |=============================================== Intel ARC A750 ........ 104.93 |============================================== Intel ARC A750 ........ 102.75 |============================================= Intel ARC A580 ........ 106.32 |=============================================== NCNN 20230517 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better NVIDIA RTX 4070 SUPER . 0.84 |= Intel ARC A770 8Gb .... 27.01 |============================================== Intel ARC A750 ........ 11.51 |==================== Intel ARC A750 ........ 7.71 |============= Intel ARC A750 ........ 16.22 |============================ Intel ARC A750 ........ 25.89 |============================================ Intel ARC A750 ........ 28.29 |================================================ Intel ARC A580 ........ 24.06 |========================================= NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better NVIDIA RTX 4070 SUPER . 5.07 |== Intel ARC A770 8Gb .... 95.55 |========================================== Intel ARC A750 ........ 54.56 |======================== Intel ARC A750 ........ 88.85 |======================================= Intel ARC A750 ........ 98.04 |=========================================== Intel ARC A750 ........ 103.65 |============================================== Intel ARC A750 ........ 101.91 |============================================= Intel ARC A580 ........ 106.56 |=============================================== NCNN 20230517 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better NVIDIA RTX 4070 SUPER . 3.85 |====== Intel ARC A770 8Gb .... 17.29 |============================= Intel ARC A750 ........ 12.00 |==================== Intel ARC A750 ........ 28.58 |================================================ Intel ARC A750 ........ 20.83 |=================================== Intel ARC A750 ........ 28.37 |================================================ Intel ARC A750 ........ 24.10 |======================================== Intel ARC A580 ........ 15.70 |========================== NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better NVIDIA RTX 4070 SUPER . 2.31 |=== Intel ARC A770 8Gb .... 5.93 |======== Intel ARC A750 ........ 5.04 |======= Intel ARC A750 ........ 7.64 |========== Intel ARC A750 ........ 4.87 |====== Intel ARC A750 ........ 9.17 |============ Intel ARC A750 ........ 11.44 |=============== Intel ARC A580 ........ 37.05 |================================================ NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better NVIDIA RTX 4070 SUPER . 2.25 |==== Intel ARC A770 8Gb .... 15.46 |========================== Intel ARC A750 ........ 9.37 |=============== Intel ARC A750 ........ 27.22 |============================================= Intel ARC A750 ........ 24.25 |======================================== Intel ARC A750 ........ 11.00 |================== Intel ARC A750 ........ 11.71 |=================== Intel ARC A580 ........ 29.04 |================================================ NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better NVIDIA RTX 4070 SUPER . 3.03 |== Intel ARC A770 8Gb .... 57.30 |============================================= Intel ARC A750 ........ 38.33 |============================== Intel ARC A750 ........ 59.99 |=============================================== Intel ARC A750 ........ 47.71 |===================================== Intel ARC A750 ........ 61.50 |================================================ Intel ARC A750 ........ 57.86 |============================================= Intel ARC A580 ........ 51.04 |======================================== NCNN 20230517 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better NVIDIA RTX 4070 SUPER . 8.62 |===== Intel ARC A770 8Gb .... 79.79 |=============================================== Intel ARC A750 ........ 76.44 |============================================= Intel ARC A750 ........ 80.11 |================================================ Intel ARC A750 ........ 80.79 |================================================ Intel ARC A750 ........ 80.86 |================================================ Intel ARC A750 ........ 80.25 |================================================ Intel ARC A580 ........ 80.53 |================================================ NCNN 20230517 Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 ms < Lower Is Better Intel ARC A770 8Gb . 79.79 |================================================== Intel ARC A750 ..... 76.44 |================================================ Intel ARC A750 ..... 80.11 |=================================================== Intel ARC A750 ..... 80.79 |=================================================== Intel ARC A750 ..... 80.86 |=================================================== Intel ARC A750 ..... 80.25 |=================================================== Intel ARC A580 ..... 80.53 |=================================================== TensorFlow 2.12 Device: GPU - Batch Size: 16 - Model: VGG-16 images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 1.48 |============================== Intel ARC A750 ........ 2.39 |================================================= Intel ARC A580 ........ 2.39 |================================================= TensorFlow 2.16.1 Device: GPU - Batch Size: 64 - Model: ResNet-50 images/sec > Higher Is Better Intel ARC A750 . 8.20 |======================================================== TensorFlow 2.12 Device: GPU - Batch Size: 64 - Model: ResNet-50 images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 5.55 |================================= Intel ARC A750 ........ 8.23 |================================================= SPECViewPerf 2020 3.0 Resolution: 1920 x 1080 - Viewset: CREO-03 Composite Score > Higher Is Better Intel ARC A750 . 62.65 |======================================================= Intel ARC A580 . 61.80 |====================================================== Unigine Heaven 4.0 Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL Frames Per Second > Higher Is Better Intel ARC A750 . 224.52 |====================================================== Intel ARC A580 . 205.25 |================================================= SPECViewPerf 2020 3.0 Resolution: 1920 x 1080 - Viewset: SOLIDWORKS-07 Composite Score > Higher Is Better Intel ARC A750 . 73.13 |======================================================= Intel ARC A580 . 70.72 |===================================================== SPECViewPerf 2020 3.0 Resolution: 1920 x 1080 - Viewset: MAYA-06 Composite Score > Higher Is Better Intel ARC A750 . 165.76 |====================================================== Intel ARC A580 . 159.42 |==================================================== TensorFlow 2.12 Device: GPU - Batch Size: 32 - Model: ResNet-50 images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 5.51 |================================= Intel ARC A750 ........ 8.07 |================================================= SPECViewPerf 2020 3.0 Resolution: 1920 x 1080 - Viewset: MEDICAL-O3 Composite Score > Higher Is Better Intel ARC A750 . 40.97 |======================================================= Intel ARC A580 . 39.13 |===================================================== TensorFlow 2.16.1 Device: GPU - Batch Size: 32 - Model: ResNet-50 images/sec > Higher Is Better Intel ARC A750 . 8.08 |======================================================== TensorFlow 2.16.1 Device: GPU - Batch Size: 16 - Model: ResNet-50 images/sec > Higher Is Better Intel ARC A750 . 7.87 |======================================================== Intel ARC A580 . 7.87 |======================================================== SPECViewPerf 2020 3.0 Resolution: 1920 x 1080 - Viewset: SNX-04 Composite Score > Higher Is Better Intel ARC A750 . 172.03 |====================================================== Intel ARC A580 . 168.75 |===================================================== Unigine Valley 1.0 Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL Frames Per Second > Higher Is Better intel-gpu ...... 9.98304 |== nvidia-gpu ..... 74.81640 |================= Intel ARC A750 . 226.17300 |=================================================== Intel ARC A750 . 226.62100 |=================================================== Intel ARC A580 . 216.33100 |================================================= SPECViewPerf 2020 3.0 Resolution: 1920 x 1080 - Viewset: CATIA-06 Composite Score > Higher Is Better Intel ARC A750 . 47.85 |======================================================= Intel ARC A580 . 45.84 |===================================================== TensorFlow 2.16.1 Device: GPU - Batch Size: 16 - Model: AlexNet images/sec > Higher Is Better Intel ARC A750 . 39.62 |======================================================= Intel ARC A580 . 39.74 |======================================================= TensorFlow 2.12 Device: GPU - Batch Size: 16 - Model: ResNet-50 images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 5.46 |================================== Intel ARC A750 ........ 7.83 |================================================= Intel ARC A580 ........ 7.83 |================================================= vkpeak 20230730 int32-scalar GIOPS > Higher Is Better Intel ARC A770 8Gb . 4675.06 |================================================= Intel ARC A750 ..... 4082.11 |=========================================== Intel ARC A750 ..... 4081.97 |=========================================== Intel ARC A750 ..... 4081.95 |=========================================== Intel ARC A580 ..... 3504.13 |===================================== vkpeak 20230730 int32-vec4 GIOPS > Higher Is Better Intel ARC A770 8Gb . 4853.46 |================================================= Intel ARC A750 ..... 4242.30 |=========================================== Intel ARC A750 ..... 4242.14 |=========================================== Intel ARC A750 ..... 4242.10 |=========================================== Intel ARC A580 ..... 3636.35 |===================================== vkpeak 20230730 int16-vec4 GIOPS > Higher Is Better Intel ARC A770 8Gb . 9624.66 |================================================= Intel ARC A750 ..... 8426.59 |=========================================== Intel ARC A750 ..... 8426.52 |=========================================== Intel ARC A750 ..... 8426.44 |=========================================== Intel ARC A750 ..... 8426.42 |=========================================== Intel ARC A580 ..... 7230.54 |===================================== vkpeak 20230730 int16-scalar GIOPS > Higher Is Better Intel ARC A770 8Gb . 9201.64 |================================================= Intel ARC A750 ..... 8053.08 |=========================================== Intel ARC A750 ..... 8053.11 |=========================================== Intel ARC A750 ..... 8053.10 |=========================================== Intel ARC A750 ..... 8052.94 |=========================================== Intel ARC A580 ..... 6905.61 |===================================== vkpeak 20230730 fp16-vec4 GFLOPS > Higher Is Better Intel ARC A770 8Gb . 38575.11 |================================================ Intel ARC A750 ..... 33769.38 |========================================== Intel ARC A750 ..... 33768.52 |========================================== Intel ARC A750 ..... 33769.50 |========================================== Intel ARC A750 ..... 33768.62 |========================================== Intel ARC A580 ..... 28957.52 |==================================== vkpeak 20230730 fp16-scalar GFLOPS > Higher Is Better Intel ARC A770 8Gb . 24468.27 |================================================ Intel ARC A750 ..... 21413.29 |========================================== Intel ARC A750 ..... 21412.36 |========================================== Intel ARC A750 ..... 21412.41 |========================================== Intel ARC A750 ..... 21377.74 |========================================== Intel ARC A580 ..... 18359.49 |==================================== vkpeak 20230730 fp32-vec4 GFLOPS > Higher Is Better Intel ARC A770 8Gb . 11171.13 |================================================ Intel ARC A750 ..... 9779.71 |========================================== Intel ARC A750 ..... 9779.36 |========================================== Intel ARC A750 ..... 9765.87 |========================================== Intel ARC A750 ..... 9779.19 |========================================== Intel ARC A580 ..... 8389.62 |==================================== vkpeak 20230730 fp32-scalar GFLOPS > Higher Is Better Intel ARC A770 8Gb . 17337.54 |================================================ Intel ARC A750 ..... 15200.62 |========================================== Intel ARC A750 ..... 15200.59 |========================================== Intel ARC A750 ..... 15199.64 |========================================== Intel ARC A750 ..... 15200.27 |========================================== Intel ARC A580 ..... 13055.92 |==================================== TensorFlow 2.16.1 Device: GPU - Batch Size: 64 - Model: AlexNet images/sec > Higher Is Better Intel ARC A750 . 45.57 |======================================================= Intel ARC A580 . 44.61 |====================================================== VkFFT 1.3.4 Test: FFT + iFFT C2C 1D batched in half precision Benchmark Score > Higher Is Better Intel ARC A750 . 70571 |====================================================== Intel ARC A580 . 72346 |======================================================= Xonotic 0.8.6 Resolution: 1920 x 1080 - Effects Quality: High Frames Per Second > Higher Is Better Intel ARC A750 . 777.93 |================================================= Intel ARC A580 . 856.72 |====================================================== SPECViewPerf 2020 3.0 Resolution: 1920 x 1080 - Viewset: ENERGY-03 Composite Score > Higher Is Better Intel ARC A750 . 31.17 |======================================================= Intel ARC A580 . 27.74 |================================================= TensorFlow 2.16.1 Device: GPU - Batch Size: 32 - Model: GoogLeNet images/sec > Higher Is Better Intel ARC A750 . 26.52 |======================================================= Intel ARC A580 . 26.34 |======================================================= TensorFlow 2.16.1 Device: GPU - Batch Size: 64 - Model: GoogLeNet images/sec > Higher Is Better Intel ARC A750 . 27.95 |======================================================= LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone Score > Higher Is Better Intel ARC A750 . 45988 |======================================================= Intel ARC A580 . 38157 |============================================== LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel Score > Higher Is Better Intel ARC A750 . 13236 |======================================================= Intel ARC A580 . 11015 |============================================== LuxMark 3.1 OpenCL Device: CPU+GPU - Scene: Microphone Score > Higher Is Better Intel ARC A750 . 45844 |======================================================= Intel ARC A580 . 38224 |============================================== LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR Score > Higher Is Better Intel ARC A750 . 60251 |======================================================= Intel ARC A580 . 50588 |============================================== LuxMark 3.1 OpenCL Device: CPU+GPU - Scene: Luxball HDR Score > Higher Is Better Intel ARC A750 . 60539 |======================================================= Intel ARC A580 . 50788 |============================================== LuxMark 3.1 OpenCL Device: CPU+GPU - Scene: Hotel Score > Higher Is Better Intel ARC A750 . 13262 |======================================================= Intel ARC A580 . 11010 |============================================== vkpeak 20230730 GFLOPS > Higher Is Better TensorFlow 2.12 Device: GPU - Batch Size: 32 - Model: GoogLeNet images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 15.61 |============================ Intel ARC A750 ........ 26.47 |================================================ Intel ARC A580 ........ 26.46 |================================================ TensorFlow 2.12 Device: GPU - Batch Size: 64 - Model: GoogLeNet images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 15.52 |=========================== Intel ARC A750 ........ 27.84 |================================================ IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar M samples/s > Higher Is Better NVIDIA RTX 4070 SUPER . 52.81 |================================================ Intel ARC A750 ........ 19.71 |================== Intel ARC A580 ........ 20.17 |================== TensorFlow 2.16.1 Device: GPU - Batch Size: 32 - Model: AlexNet images/sec > Higher Is Better Intel ARC A750 . 43.01 |======================================================= Intel ARC A580 . 43.09 |======================================================= VkFFT 1.2.31 Test: FFT + iFFT C2C multidimensional in single precision Benchmark Score > Higher Is Better NVIDIA RTX 4070 SUPER . 50299 |================================================ Intel ARC A750 ........ 33011 |================================ Intel ARC A580 ........ 30196 |============================= TensorFlow 2.16.1 Device: GPU - Batch Size: 16 - Model: GoogLeNet images/sec > Higher Is Better Intel ARC A750 . 23.95 |======================================================= Intel ARC A580 . 24.13 |======================================================= Xonotic 0.8.6 Resolution: 1920 x 1080 - Effects Quality: Ultimate Frames Per Second > Higher Is Better Intel ARC A750 . 551.35 |==================================================== Intel ARC A580 . 575.51 |====================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better Intel ARC A750 . 883.46 |====================================================== Intel ARC A580 . 762.70 |=============================================== TensorFlow 2.16.1 Device: GPU - Batch Size: 1 - Model: VGG-16 images/sec > Higher Is Better Intel ARC A750 . 1.71 |======================================================= Intel ARC A580 . 1.73 |======================================================== TensorFlow 2.12 Device: GPU - Batch Size: 16 - Model: GoogLeNet images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 15.67 |=============================== Intel ARC A750 ........ 24.05 |================================================ Intel ARC A580 ........ 24.10 |================================================ VkFFT 1.2.31 Test: FFT + iFFT C2C 1D batched in half precision Benchmark Score > Higher Is Better NVIDIA RTX 4070 SUPER . 131705 |=============================================== Intel ARC A750 ........ 100426 |==================================== Intel ARC A580 ........ 69895 |========================= IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom M samples/s > Higher Is Better Intel ARC A750 . 4.932 |====================================================== Intel ARC A580 . 4.978 |======================================================= IndigoBench 4.4 Acceleration: CPU - Scene: Supercar M samples/s > Higher Is Better Intel ARC A750 . 12.53 |====================================================== Intel ARC A580 . 12.86 |======================================================= TensorFlow 2.12 Device: GPU - Batch Size: 64 - Model: AlexNet images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 33.97 |==================================== Intel ARC A750 ........ 44.82 |================================================ VkFFT 1.3.4 Test: FFT + iFFT C2C 1D batched in single precision Benchmark Score > Higher Is Better Intel ARC A750 . 58625 |======================================================= Intel ARC A580 . 58426 |======================================================= TensorFlow 2.12 Device: GPU - Batch Size: 32 - Model: AlexNet images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 33.40 |===================================== Intel ARC A750 ........ 42.79 |================================================ Intel ARC A580 ........ 42.85 |================================================ vkpeak 20240505 fp16-vec4 GFLOPS > Higher Is Better Intel ARC A750 . 22840.73 |==================================================== Intel ARC A580 . 19567.54 |============================================= vkpeak 20240505 fp16-scalar GFLOPS > Higher Is Better Intel ARC A750 . 21379.22 |==================================================== Intel ARC A580 . 18324.92 |============================================= vkpeak 20240505 fp32-vec4 GFLOPS > Higher Is Better Intel ARC A750 . 13898.32 |==================================================== Intel ARC A580 . 11908.73 |============================================= vkpeak 20240505 fp32-scalar GFLOPS > Higher Is Better Intel ARC A750 . 16868.93 |==================================================== Intel ARC A580 . 14354.21 |============================================ VkFFT 1.2.31 Test: FFT + iFFT C2C 1D batched in single precision Benchmark Score > Higher Is Better NVIDIA RTX 4070 SUPER . 73929 |================================================ Intel ARC A750 ........ 58800 |====================================== Intel ARC A580 ........ 58986 |====================================== RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 34.89 |======================= Intel ARC A770 8Gb .... 61.86 |========================================= Intel ARC A750 ........ 66.07 |============================================ Intel ARC A580 ........ 72.28 |================================================ Blender 4.0 Blend File: Barbershop - Compute: NVIDIA OptiX Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 51.30 |================================================ VkFFT 1.3.4 Test: FFT + iFFT C2C 1D batched in single precision, no reshuffling Benchmark Score > Higher Is Better Intel ARC A750 . 63113 |======================================================= Intel ARC A580 . 63157 |======================================================= VkFFT 1.2.31 Test: FFT + iFFT C2C 1D batched in single precision, no reshuffling Benchmark Score > Higher Is Better NVIDIA RTX 4070 SUPER . 75078 |================================================ Intel ARC A750 ........ 64004 |========================================= Intel ARC A580 ........ 63530 |========================================= Xonotic 0.8.6 Resolution: 1920 x 1080 - Effects Quality: Ultra Frames Per Second > Higher Is Better Intel ARC A750 . 735.34 |================================================= Intel ARC A580 . 809.46 |====================================================== VkFFT 1.2.31 Test: FFT + iFFT C2C Bluestein in single precision Benchmark Score > Higher Is Better NVIDIA RTX 4070 SUPER . 15166 |================================================ Intel ARC A750 ........ 5573 |================== Intel ARC A580 ........ 5093 |================ TensorFlow 2.16.1 Device: GPU - Batch Size: 1 - Model: ResNet-50 images/sec > Higher Is Better Intel ARC A750 . 5.25 |======================================================== Intel ARC A580 . 5.23 |======================================================== VkFFT 1.2.31 Test: FFT + iFFT R2C / C2R Benchmark Score > Higher Is Better NVIDIA RTX 4070 SUPER . 54794 |================================================ Intel ARC A750 ........ 32544 |============================= Intel ARC A580 ........ 29941 |========================== Blender 4.0 Blend File: Fishy Cat - Compute: NVIDIA OptiX Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 9.45 |================================================= Xonotic 0.8.6 Resolution: 1920 x 1080 - Effects Quality: Low Frames Per Second > Higher Is Better Intel ARC A750 . 932.79 |=============================================== Intel ARC A580 . 1051.51 |===================================================== TensorFlow 2.12 Device: GPU - Batch Size: 1 - Model: VGG-16 images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 1.35 |======================================= Intel ARC A750 ........ 1.70 |================================================= Intel ARC A580 ........ 1.69 |================================================= OpenArena 0.8.8 Resolution: 1920 x 1080 - Total Frame Time Milliseconds < Lower Is Better Intel ARC A750 . MIN: 1.0 AVG: 2.1 MAX: 14.0 Intel ARC A580 . MIN: 1.0 AVG: 2.0 MAX: 14.0 OpenArena 0.8.8 Resolution: 1920 x 1080 Frames Per Second > Higher Is Better Intel ARC A750 . 469.5 |================================================= Intel ARC A580 . 524.2 |======================================================= VkFFT 1.2.31 Test: FFT + iFFT C2C Bluestein benchmark in double precision Benchmark Score > Higher Is Better NVIDIA RTX 4070 SUPER . 4451 |================================================= TensorFlow 2.12 Device: GPU - Batch Size: 16 - Model: AlexNet images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 31.59 |====================================== Intel ARC A750 ........ 39.83 |================================================ Intel ARC A580 ........ 39.55 |================================================ ParaView 5.13 Test: Many Spheres - Resolution: 1920 x 1080 MiPolys / Sec > Higher Is Better Intel ARC A750 . 7245.45 |===================================================== Intel ARC A580 . 6519.45 |================================================ ParaView 5.13 Test: Many Spheres - Resolution: 1920 x 1080 Frames / Sec > Higher Is Better Intel ARC A750 . 72.27 |======================================================= Intel ARC A580 . 65.03 |================================================= VkFFT 1.3.4 Test: FFT + iFFT C2C multidimensional in single precision Benchmark Score > Higher Is Better Intel ARC A750 . 31532 |======================================================= Intel ARC A580 . 30521 |===================================================== ProjectPhysX OpenCL-Benchmark 1.2 Operation: FP16 Compute TFLOPs/s > Higher Is Better Intel ARC A750 . 15.62 |======================================================= Intel ARC A750 . 15.60 |======================================================= Intel ARC A750 . 15.55 |======================================================= Intel ARC A750 . 15.66 |======================================================= Intel ARC A580 . 13.64 |================================================ TensorFlow 2.16.1 Device: GPU - Batch Size: 1 - Model: AlexNet images/sec > Higher Is Better Intel ARC A750 . 15.93 |======================================================= Intel ARC A580 . 15.81 |======================================================= Blender 4.0 Blend File: BMW27 - Compute: NVIDIA OptiX Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 5.57 |================================================= FAHBench 2.3.2 Ns Per Day > Higher Is Better NVIDIA RTX 4070 SUPER . 366.06 |=============================================== TensorFlow 2.12 Device: GPU - Batch Size: 1 - Model: ResNet-50 images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 4.35 |======================================== Intel ARC A750 ........ 5.27 |================================================= Intel ARC A580 ........ 5.23 |================================================= VkFFT 1.2.31 Test: FFT + iFFT C2C 1D batched in double precision Benchmark Score > Higher Is Better NVIDIA RTX 4070 SUPER . 24317 |================================================ ProjectPhysX OpenCL-Benchmark 1.2 Operation: INT8 Compute TIOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 14.307 |=============================================== Intel ARC A750 ........ 9.470 |=============================== Intel ARC A750 ........ 9.548 |=============================== Intel ARC A750 ........ 9.550 |=============================== Intel ARC A750 ........ 9.491 |=============================== Intel ARC A580 ........ 8.701 |============================= ProjectPhysX OpenCL-Benchmark 1.2 Operation: Memory Bandwidth Coalesced Read GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 464.86 |=============================================== Intel ARC A750 ........ 203.73 |===================== Intel ARC A750 ........ 202.92 |===================== Intel ARC A750 ........ 203.06 |===================== Intel ARC A750 ........ 204.23 |===================== Intel ARC A580 ........ 187.20 |=================== ProjectPhysX OpenCL-Benchmark 1.2 Operation: INT16 Compute TIOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 17.17 |================================ Intel ARC A750 ........ 25.39 |================================================ Intel ARC A750 ........ 24.45 |============================================== Intel ARC A750 ........ 24.39 |============================================== Intel ARC A750 ........ 25.11 |=============================================== Intel ARC A580 ........ 24.06 |============================================= ProjectPhysX OpenCL-Benchmark 1.2 Operation: Memory Bandwidth Coalesced Write GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 455.01 |=============================================== Intel ARC A750 ........ 398.15 |========================================= Intel ARC A750 ........ 400.34 |========================================= Intel ARC A750 ........ 401.03 |========================================= Intel ARC A750 ........ 400.79 |========================================= Intel ARC A580 ........ 408.90 |========================================== ProjectPhysX OpenCL-Benchmark 1.2 Operation: INT32 Compute TIOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 19.889 |=============================================== Intel ARC A750 ........ 5.107 |============ Intel ARC A750 ........ 5.082 |============ Intel ARC A750 ........ 5.051 |============ Intel ARC A750 ........ 5.160 |============ Intel ARC A580 ........ 4.096 |========== ProjectPhysX OpenCL-Benchmark 1.2 Operation: INT64 Compute TIOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 4.214 |================================================ Intel ARC A750 ........ 0.945 |=========== Intel ARC A750 ........ 0.958 |=========== Intel ARC A750 ........ 1.022 |============ Intel ARC A750 ........ 0.963 |=========== Intel ARC A580 ........ 1.013 |============ ProjectPhysX OpenCL-Benchmark 1.2 Operation: FP32 Compute TFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 38.594 |=============================================== Intel ARC A750 ........ 10.228 |============ Intel ARC A750 ........ 10.259 |============ Intel ARC A750 ........ 10.282 |============= Intel ARC A750 ........ 10.251 |============ Intel ARC A580 ........ 9.002 |=========== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Max SP Flops GFLOPS > Higher Is Better Intel ARC A750 . 2804852 |===================================================== Intel ARC A580 . 2345224 |============================================ ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TT GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 122 |============================================== Intel ARC A770 8Gb .... 133 |================================================== Intel ARC A750 ........ 133 |================================================== Intel ARC A580 ........ 133 |================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TN GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 115 |========================================= Intel ARC A770 8Gb .... 138 |================================================== Intel ARC A750 ........ 139 |================================================== Intel ARC A580 ........ 137 |================================================= ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NT GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 117 |============================================== Intel ARC A770 8Gb .... 127 |================================================== Intel ARC A750 ........ 125 |================================================= Intel ARC A580 ........ 127 |================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NN GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 119 |============================================ Intel ARC A770 8Gb .... 134 |================================================== Intel ARC A750 ........ 134 |================================================== Intel ARC A580 ........ 133 |================================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-T GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 109 |================================================== Intel ARC A770 8Gb .... 106 |================================================= Intel ARC A750 ........ 105 |================================================ Intel ARC A580 ........ 105 |================================================ ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-N GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 102 |================================================== Intel ARC A770 8Gb .... 101 |================================================== Intel ARC A750 ........ 101 |================================================== Intel ARC A580 ........ 101 |================================================== ViennaCL 1.7.1 Test: CPU BLAS - dDOT GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 96.8 |================================================= Intel ARC A770 8Gb .... 77.6 |======================================= Intel ARC A750 ........ 76.7 |======================================= Intel ARC A580 ........ 77.8 |======================================= ViennaCL 1.7.1 Test: CPU BLAS - dAXPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 87.2 |================================================= Intel ARC A770 8Gb .... 78.8 |============================================ Intel ARC A750 ........ 78.7 |============================================ Intel ARC A580 ........ 78.6 |============================================ ViennaCL 1.7.1 Test: CPU BLAS - dCOPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 70.8 |================================================= Intel ARC A770 8Gb .... 56.8 |======================================= Intel ARC A750 ........ 56.4 |======================================= Intel ARC A580 ........ 56.5 |======================================= ViennaCL 1.7.1 Test: CPU BLAS - sDOT GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 165.0 |================================================ Intel ARC A770 8Gb .... 80.6 |======================= Intel ARC A750 ........ 81.3 |======================== Intel ARC A580 ........ 81.3 |======================== ViennaCL 1.7.1 Test: CPU BLAS - sAXPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 156 |================================================== Intel ARC A770 8Gb .... 122 |======================================= Intel ARC A750 ........ 122 |======================================= Intel ARC A580 ........ 122 |======================================= ViennaCL 1.7.1 Test: CPU BLAS - sCOPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 132.0 |================================================ Intel ARC A770 8Gb .... 83.9 |=============================== Intel ARC A750 ........ 83.7 |============================== Intel ARC A580 ........ 83.3 |============================== VkFFT 1.3.4 Test: FFT + iFFT R2C / C2R Benchmark Score > Higher Is Better Intel ARC A750 . 31218 |======================================================= Intel ARC A580 . 30388 |====================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TT GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 613 |================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TN GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 599 |================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NT GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 584 |================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NN GFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 577 |================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-T GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 389 |================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-N GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 210 |================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dDOT GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 458 |================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dAXPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 437 |================================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dCOPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 423 |================================================== VkResample 1.0 Upscale: 2x - Precision: Double ms < Lower Is Better NVIDIA RTX 4070 SUPER . 339.59 |=============================================== VkFFT 1.3.4 Test: FFT + iFFT C2C Bluestein in single precision Benchmark Score > Higher Is Better Intel ARC A750 . 5425 |======================================================== Intel ARC A580 . 5134 |===================================================== RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 6.323 |=========================== Intel ARC A770 8Gb .... 9.808 |========================================== Intel ARC A750 ........ 10.356 |============================================ Intel ARC A580 ........ 11.099 |=============================================== Blender 4.0 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 14.29 |================================================ ViennaCL 1.7.1 Test: OpenCL BLAS - sCOPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 334.0 |================================================ Intel ARC A750 ........ 98.0 |============== Intel ARC A750 ........ 98.2 |============== Intel ARC A750 ........ 97.9 |============== Intel ARC A750 ........ 97.7 |============== Intel ARC A750 ........ 97.8 |============== Intel ARC A750 ........ 98.7 |============== Intel ARC A750 ........ 98.3 |============== Intel ARC A750 ........ 98.1 |============== Intel ARC A750 ........ 98.8 |============== Intel ARC A580 ........ 116.0 |================= Intel ARC A580 ........ 117.0 |================= Intel ARC A580 ........ 114.0 |================ ViennaCL 1.7.1 Test: OpenCL BLAS - sAXPY GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 392.0 |================================================ Intel ARC A750 ........ 88.1 |=========== Intel ARC A750 ........ 88.0 |=========== Intel ARC A750 ........ 88.2 |=========== Intel ARC A750 ........ 88.4 |=========== Intel ARC A750 ........ 87.9 |=========== Intel ARC A750 ........ 88.3 |=========== Intel ARC A750 ........ 88.5 |=========== Intel ARC A580 ........ 94.8 |============ Intel ARC A580 ........ 95.5 |============ Intel ARC A580 ........ 93.9 |=========== Intel ARC A580 ........ 96.9 |============ Intel ARC A580 ........ 95.4 |============ Intel ARC A580 ........ 95.6 |============ Intel ARC A580 ........ 95.1 |============ Intel ARC A580 ........ 98.3 |============ Blender 4.0 Blend File: Classroom - Compute: NVIDIA OptiX Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 12.60 |================================================ ViennaCL 1.7.1 Test: OpenCL BLAS - sDOT GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 370 |================================================== Intel ARC A750 ........ 133 |================== Intel ARC A750 ........ 134 |================== Intel ARC A750 ........ 136 |================== Intel ARC A750 ........ 135 |================== Intel ARC A750 ........ 132 |================== Intel ARC A580 ........ 186 |========================= Intel ARC A580 ........ 187 |========================= Intel ARC A580 ........ 193 |========================== Intel ARC A580 ........ 190 |========================== Intel ARC A580 ........ 191 |========================== Intel ARC A580 ........ 199 |=========================== clpeak 1.1.2 OpenCL Test: Single-Precision Float GFLOPS > Higher Is Better NVIDIA RTX 4070 SUPER . 35492.69 |============================================= Intel ARC A750 ........ 11380.91 |============== Intel ARC A580 ........ 9758.86 |============ clpeak 1.1.2 OpenCL Test: Integer Compute INT GIOPS > Higher Is Better NVIDIA RTX 4070 SUPER . 18170.54 |============================================= Intel ARC A750 ........ 4885.36 |============ Intel ARC A580 ........ 4133.83 |========== Hashcat 6.2.4 Benchmark: SHA1 H/s > Higher Is Better NVIDIA RTX 4070 SUPER . 22132600000 |========================================== Intel ARC A750 ........ 5401850000 |========== Intel ARC A580 ........ 4576025000 |========= Hashcat 6.2.4 Benchmark: 7-Zip H/s > Higher Is Better NVIDIA RTX 4070 SUPER . 1176467 |============================================== Intel ARC A750 ........ 246633 |========== Intel ARC A580 ........ 249667 |========== clpeak 1.1.2 OpenCL Test: Double-Precision Double GFLOPS > Higher Is Better NVIDIA RTX 4070 SUPER . 630.11 |=============================================== TensorFlow 2.16.1 Device: GPU - Batch Size: 1 - Model: GoogLeNet images/sec > Higher Is Better Intel ARC A750 . 15.75 |======================================================= Intel ARC A580 . 15.68 |======================================================= VkResample 1.0 Upscale: 2x - Precision: Single ms < Lower Is Better NVIDIA RTX 4070 SUPER . 18.49 |=========================================== Intel ARC A770 8Gb .... 18.20 |=========================================== Intel ARC A750 ........ 18.89 |============================================ Intel ARC A580 ........ 20.41 |================================================ Hashcat 6.2.4 Benchmark: SHA-512 H/s > Higher Is Better NVIDIA RTX 4070 SUPER . 3232733333 |=========================================== Intel ARC A750 ........ 943466667 |============= Intel ARC A580 ........ 807266667 |=========== MandelGPU 1.3pts1 OpenCL Device: GPU Samples/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 587219538.2 |========================================== Intel ARC A750 ........ 279683403.2 |==================== Intel ARC A580 ........ 248630520.1 |================== Hashcat 6.2.4 Benchmark: MD5 H/s > Higher Is Better NVIDIA RTX 4070 SUPER . 67583033333 |========================================== Intel ARC A750 ........ 31010500000 |=================== Intel ARC A580 ........ 26539200000 |================ Darktable 4.8.1 Test: Boat - Acceleration: OpenCL Seconds < Lower Is Better Intel ARC A750 . 2.900 |======================================================= Intel ARC A580 . 2.916 |======================================================= ParaView 5.13 Test: Wavelet Volume - Resolution: 1920 x 1080 MiVoxels / Sec > Higher Is Better Intel ARC A750 . 3901.28 |===================================================== Intel ARC A580 . 3692.08 |================================================== ParaView 5.13 Test: Wavelet Volume - Resolution: 1920 x 1080 Frames / Sec > Higher Is Better Intel ARC A750 . 243.83 |====================================================== Intel ARC A580 . 230.75 |=================================================== TensorFlow 2.12 Device: GPU - Batch Size: 1 - Model: GoogLeNet images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 12.62 |======================================= Intel ARC A750 ........ 15.48 |=============================================== Intel ARC A580 ........ 15.71 |================================================ cl-mem 2017-01-13 Benchmark: Read GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 446.2 |================================================ Intel ARC A750 ........ 153.7 |================= Intel ARC A580 ........ 144.0 |=============== cl-mem 2017-01-13 Benchmark: Write GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 407.5 |================================================ Intel ARC A750 ........ 280.1 |================================= Intel ARC A580 ........ 292.8 |================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N GFLOPS > Higher Is Better Intel ARC A750 . 2049.20 |===================================================== Intel ARC A580 . 1777.18 |============================================== TensorFlow 2.12 Device: GPU - Batch Size: 1 - Model: AlexNet images/sec > Higher Is Better NVIDIA RTX 4070 SUPER . 13.92 |========================================== Intel ARC A750 ........ 15.79 |================================================ Intel ARC A580 ........ 15.78 |================================================ ProjectPhysX OpenCL-Benchmark 1.2 Operation: FP64 Compute TFLOPs/s > Higher Is Better NVIDIA RTX 4070 SUPER . 0.621 |================================================ SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Reduction GB/s > Higher Is Better Intel ARC A750 . 74.53 |======================================================= Intel ARC A580 . 69.48 |=================================================== Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Seconds < Lower Is Better NVIDIA RTX 4070 SUPER . 2.855 |======================== Intel ARC A770 8Gb .... 5.146 |============================================ Intel ARC A750 ........ 5.291 |============================================= Intel ARC A580 ........ 5.594 |================================================ cl-mem 2017-01-13 Benchmark: Copy GB/s > Higher Is Better NVIDIA RTX 4070 SUPER . 331.8 |================================================ Intel ARC A750 ........ 269.6 |======================================= Intel ARC A580 ........ 259.7 |====================================== VkFFT 1.3.4 Test: FFT + iFFT C2C Bluestein benchmark in double precision Benchmark Score > Higher Is Better Hashcat 6.2.4 Benchmark: TrueCrypt RIPEMD160 + XTS H/s > Higher Is Better NVIDIA RTX 4070 SUPER . 802967 |=============================================== Intel ARC A750 ........ 328400 |=================== Intel ARC A580 ........ 277900 |================ Darktable 4.8.1 Test: Boat - Acceleration: CPU-only Seconds < Lower Is Better Intel ARC A750 . 2.905 |======================================================= Intel ARC A580 . 2.920 |======================================================= ParaView 5.13 Test: Wavelet Contour - Resolution: 1920 x 1080 MiPolys / Sec > Higher Is Better Intel ARC A750 . 2898.67 |===================================================== Intel ARC A580 . 2633.04 |================================================ ParaView 5.13 Test: Wavelet Contour - Resolution: 1920 x 1080 Frames / Sec > Higher Is Better Intel ARC A750 . 278.15 |====================================================== Intel ARC A580 . 252.66 |================================================= clpeak 1.1.2 OpenCL Test: Global Memory Bandwidth GBPS > Higher Is Better NVIDIA RTX 4070 SUPER . 437.65 |=============================================== Intel ARC A750 ........ 396.72 |=========================================== Intel ARC A580 ........ 388.85 |========================================== Darktable 4.8.1 Test: Masskrug - Acceleration: OpenCL Seconds < Lower Is Better Intel ARC A750 . 1.690 |======================================================= Intel ARC A580 . 1.680 |======================================================= Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000 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: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200 Milli-Seconds < Lower Is Better Darktable 4.8.1 Test: Server Room - Acceleration: OpenCL Seconds < Lower Is Better Intel ARC A750 . 1.362 |====================================================== Intel ARC A580 . 1.385 |======================================================= Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100 Milli-Seconds < Lower Is Better FinanceBench 2016-07-25 Benchmark: Black-Scholes OpenCL ms < Lower Is Better NVIDIA RTX 4070 SUPER . 5.912 |================================================ Intel ARC A750 ........ 4.842 |======================================= Intel ARC A580 ........ 4.816 |======================================= Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100 Milli-Seconds < Lower Is Better Darktable 4.8.1 Test: Masskrug - Acceleration: CPU-only Seconds < Lower Is Better Intel ARC A750 . 1.689 |======================================================= Intel ARC A580 . 1.688 |======================================================= Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000 Milli-Seconds < Lower Is Better Darktable 4.8.1 Test: Server Room - Acceleration: CPU-only Seconds < Lower Is Better Intel ARC A750 . 1.381 |======================================================= Intel ARC A580 . 1.373 |======================================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Triad GB/s > Higher Is Better Intel ARC A750 . 18.04 |======================================================= Intel ARC A580 . 17.77 |====================================================== Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No Seconds < Lower Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better Intel ARC A750 . 22.72 |======================================================= Intel ARC A580 . 19.53 |=============================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Readback GB/s > Higher Is Better Intel ARC A750 . 22.44 |======================================================= Intel ARC A580 . 22.43 |======================================================= Darktable 4.8.1 Test: Server Rack - Acceleration: OpenCL Seconds < Lower Is Better Intel ARC A750 . 0.172 |====================================================== Intel ARC A580 . 0.176 |======================================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Download GB/s > Higher Is Better Intel ARC A750 . 18.66 |======================================================= Intel ARC A580 . 18.66 |======================================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better Intel ARC A750 . 1187.36 |===================================================== Intel ARC A580 . 1192.99 |===================================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D GFLOPS > Higher Is Better Intel ARC A750 . 224.72 |====================================================== Intel ARC A580 . 216.39 |==================================================== Darktable 4.8.1 Test: Server Rack - Acceleration: CPU-only Seconds < Lower Is Better Intel ARC A750 . 0.173 |======================================================= Intel ARC A580 . 0.172 |======================================================= NeatBench 5 Acceleration: GPU FPS > Higher Is Better NVIDIA RTX 4070 SUPER . 4070 |================================================= VkFFT 1.3.4 Test: FFT + iFFT C2C 1D batched in double precision Benchmark Score > Higher Is Better NCNN 20230517 Target: Vulkan GPU ms < Lower Is Better ArrayFire 3.9 Test: Conjugate Gradient OpenCL Betsy GPU Compressor 1.1 Beta Codec: ETC1 - Quality: Highest Seconds < Lower Is Better GLmark2 2023.01 Resolution: $VIDEO_WIDTH x $VIDEO_HEIGHT Score > Higher Is Better Betsy GPU Compressor 1.1 Beta Codec: ETC2 RGB - Quality: Highest Seconds < Lower Is Better