blender tensorflow tests Tests for a future article. AMD Ryzen 9 7950X 16-Core testing with a ASUS ROG STRIX X670E-E GAMING WIFI (1905 BIOS) and NVIDIA GeForce RTX 3080 10GB on Ubuntu 23.10 via the Phoronix Test Suite. a: Processor: AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG STRIX X670E-E GAMING WIFI (1905 BIOS), Chipset: AMD Device 14d8, Memory: 2 x 16GB DRAM-6000MT/s G Skill F5-6000J3038F16G, Disk: 2000GB Samsung SSD 980 PRO 2TB + 123GB SanDisk 3.2Gen1, Graphics: NVIDIA GeForce RTX 3080 10GB, Audio: NVIDIA GA102 HD Audio, Monitor: DELL U2723QE, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS: Ubuntu 23.10, Kernel: 6.7.0-060700-generic (x86_64), Desktop: GNOME Shell 45.2, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 550.54.14, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.4.89, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160 b: Processor: AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG STRIX X670E-E GAMING WIFI (1905 BIOS), Chipset: AMD Device 14d8, Memory: 2 x 16GB DRAM-6000MT/s G Skill F5-6000J3038F16G, Disk: 2000GB Samsung SSD 980 PRO 2TB + 123GB SanDisk 3.2Gen1, Graphics: NVIDIA GeForce RTX 3080 10GB, Audio: NVIDIA GA102 HD Audio, Monitor: DELL U2723QE, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS: Ubuntu 23.10, Kernel: 6.7.0-060700-generic (x86_64), Desktop: GNOME Shell 45.2, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 550.54.14, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.4.89, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160 TensorFlow 2.16.1 Device: CPU - Batch Size: 256 - Model: VGG-16 images/sec > Higher Is Better a . 20.00 |==================================================================== b . 19.92 |==================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 256 - Model: ResNet-50 images/sec > Higher Is Better a . 42.82 |==================================================================== b . 42.85 |==================================================================== Blender 4.1 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better a . 495.90 |=================================================================== b . 494.55 |=================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 512 - Model: GoogLeNet images/sec > Higher Is Better a . 137.29 |=================================================================== b . 137.22 |=================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 64 - Model: VGG-16 images/sec > Higher Is Better a . 19.73 |==================================================================== b . 19.51 |=================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 256 - Model: GoogLeNet images/sec > Higher Is Better a . 137.09 |=================================================================== b . 137.03 |=================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 32 - Model: VGG-16 images/sec > Higher Is Better a . 19.16 |==================================================================== b . 18.93 |=================================================================== Blender 4.1 Blend File: Pabellon Barcelona - Compute: CPU-Only Seconds < Lower Is Better a . 169.59 |=================================================================== b . 169.86 |=================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 64 - Model: ResNet-50 images/sec > Higher Is Better a . 42.53 |==================================================================== b . 42.58 |==================================================================== Blender 4.1 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better a . 141.31 |=================================================================== b . 141.34 |=================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 512 - Model: AlexNet images/sec > Higher Is Better a . 426.51 |=================================================================== b . 426.16 |=================================================================== Blender 4.1 Blend File: Barbershop - Compute: NVIDIA CUDA Seconds < Lower Is Better a . 102.09 |=================================================================== b . 102.03 |=================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 16 - Model: VGG-16 images/sec > Higher Is Better a . 18.45 |==================================================================== b . 18.30 |=================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 32 - Model: ResNet-50 images/sec > Higher Is Better a . 42.37 |==================================================================== b . 42.37 |==================================================================== Blender 4.1 Blend File: Junkshop - Compute: CPU-Only Seconds < Lower Is Better a . 73.28 |==================================================================== b . 73.58 |==================================================================== Blender 4.1 Blend File: Fishy Cat - Compute: CPU-Only Seconds < Lower Is Better a . 68.94 |==================================================================== b . 69.00 |==================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 256 - Model: AlexNet images/sec > Higher Is Better a . 413.32 |=================================================================== b . 414.09 |=================================================================== Blender 4.1 Blend File: Barbershop - Compute: NVIDIA OptiX Seconds < Lower Is Better a . 67.59 |==================================================================== b . 67.54 |==================================================================== Blender 4.1 Blend File: Pabellon Barcelona - Compute: NVIDIA CUDA Seconds < Lower Is Better a . 61.35 |==================================================================== b . 61.51 |==================================================================== Blender 4.1 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better a . 55.30 |==================================================================== b . 55.57 |==================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 64 - Model: GoogLeNet images/sec > Higher Is Better a . 138.55 |=================================================================== b . 138.54 |=================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 16 - Model: ResNet-50 images/sec > Higher Is Better a . 41.26 |==================================================================== b . 41.12 |==================================================================== Blender 4.1 Blend File: Classroom - Compute: NVIDIA CUDA Seconds < Lower Is Better a . 26.50 |==================================================================== b . 26.54 |==================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 32 - Model: GoogLeNet images/sec > Higher Is Better a . 140.95 |=================================================================== b . 141.09 |=================================================================== Blender 4.1 Blend File: Fishy Cat - Compute: NVIDIA CUDA Seconds < Lower Is Better a . 24.92 |==================================================================== b . 24.82 |==================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 64 - Model: AlexNet images/sec > Higher Is Better a . 334.15 |=================================================================== b . 333.24 |=================================================================== Blender 4.1 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX Seconds < Lower Is Better a . 22.01 |==================================================================== Blender 4.1 Blend File: Junkshop - Compute: NVIDIA CUDA Seconds < Lower Is Better a . 21.25 |==================================================================== b . 21.28 |==================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 1 - Model: VGG-16 images/sec > Higher Is Better a . 5.67 |===================================================================== b . 5.65 |===================================================================== Blender 4.1 Blend File: Classroom - Compute: NVIDIA OptiX Seconds < Lower Is Better a . 19.19 |==================================================================== b . 19.26 |==================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 32 - Model: AlexNet images/sec > Higher Is Better a . 253.71 |=================================================================== b . 253.47 |=================================================================== Blender 4.1 Blend File: Junkshop - Compute: NVIDIA OptiX Seconds < Lower Is Better a . 14.3 |===================================================================== b . 13.4 |================================================================= TensorFlow 2.16.1 Device: CPU - Batch Size: 16 - Model: GoogLeNet images/sec > Higher Is Better a . 141.41 |=================================================================== b . 141.72 |=================================================================== Blender 4.1 Blend File: Fishy Cat - Compute: NVIDIA OptiX Seconds < Lower Is Better a . 13.17 |==================================================================== b . 13.17 |==================================================================== Blender 4.1 Blend File: BMW27 - Compute: NVIDIA CUDA Seconds < Lower Is Better a . 13.36 |==================================================================== b . 13.39 |==================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 16 - Model: AlexNet images/sec > Higher Is Better a . 171.33 |=================================================================== b . 170.54 |=================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 1 - Model: ResNet-50 images/sec > Higher Is Better a . 16.08 |==================================================================== b . 16.15 |==================================================================== Blender 4.1 Blend File: BMW27 - Compute: NVIDIA OptiX Seconds < Lower Is Better a . 8.97 |===================================================================== b . 7.99 |============================================================= TensorFlow 2.16.1 Device: CPU - Batch Size: 1 - Model: AlexNet images/sec > Higher Is Better a . 16.14 |==================================================================== b . 16.11 |==================================================================== TensorFlow 2.16.1 Device: CPU - Batch Size: 1 - Model: GoogLeNet images/sec > Higher Is Better a . 61.36 |==================================================================== b . 60.03 |===================================================================