intel-tf-macpro2 KVM Parallels Virtualization testing on Ubuntu 22.04 via the Phoronix Test Suite. intel-tf-macpro2: Processor: Intel Xeon W-3275M (28 Cores), Motherboard: Parallels Software Virtual (19.0.0 54570 BIOS), Chipset: Red Hat Virtio + ICH8/R, Memory: 128GB, Disk: 1100GB Ubuntu Linux (1), Graphics: llvmpipe, Audio: Generic 1ab8, Network: Red Hat Virtio device OS: Ubuntu 22.04, Kernel: 6.2.0-32-generic (x86_64), Desktop: GNOME Shell 42.9, Display Server: X Server 1.21.1.4, OpenGL: 4.5 Mesa 23.0.4-0ubuntu1~22.04.1 (LLVM 15.0.7 256 bits), Vulkan: 1.3.238, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 3724x2048, System Layer: KVM Parallels Virtualization Intel TensorFlow 2.12 Model: mobilenetv1_fp32_pretrained_model - Batch Size: 960 images/sec > Higher Is Better intel-tf-macpro2 . 428.07 |==================================================== Intel TensorFlow 2.12 Model: mobilenetv1_fp32_pretrained_model - Batch Size: 256 images/sec > Higher Is Better intel-tf-macpro2 . 327.19 |==================================================== Intel TensorFlow 2.12 Model: inceptionv4_int8_pretrained_model - Batch Size: 960 images/sec > Higher Is Better intel-tf-macpro2 . 123.12 |==================================================== Intel TensorFlow 2.12 Model: inceptionv4_int8_pretrained_model - Batch Size: 512 images/sec > Higher Is Better intel-tf-macpro2 . 116.53 |==================================================== Intel TensorFlow 2.12 Model: inceptionv4_fp32_pretrained_model - Batch Size: 960 images/sec > Higher Is Better intel-tf-macpro2 . 76.98 |===================================================== Intel TensorFlow 2.12 Model: inceptionv4_fp32_pretrained_model - Batch Size: 512 images/sec > Higher Is Better intel-tf-macpro2 . 72.48 |===================================================== Intel TensorFlow 2.12 Model: inceptionv4_fp32_pretrained_model - Batch Size: 256 images/sec > Higher Is Better intel-tf-macpro2 . 69.21 |===================================================== Intel TensorFlow 2.12 Model: mobilenetv1_fp32_pretrained_model - Batch Size: 96 images/sec > Higher Is Better intel-tf-macpro2 . 296.20 |==================================================== Intel TensorFlow 2.12 Model: mobilenetv1_fp32_pretrained_model - Batch Size: 64 images/sec > Higher Is Better intel-tf-macpro2 . 284.30 |==================================================== Intel TensorFlow 2.12 Model: mobilenetv1_fp32_pretrained_model - Batch Size: 32 images/sec > Higher Is Better intel-tf-macpro2 . 237.40 |==================================================== Intel TensorFlow 2.12 Model: mobilenetv1_fp32_pretrained_model - Batch Size: 16 images/sec > Higher Is Better intel-tf-macpro2 . 210.19 |==================================================== Intel TensorFlow 2.12 Model: inceptionv4_int8_pretrained_model - Batch Size: 64 images/sec > Higher Is Better intel-tf-macpro2 . 84.71 |===================================================== Intel TensorFlow 2.12 Model: inceptionv4_int8_pretrained_model - Batch Size: 32 images/sec > Higher Is Better intel-tf-macpro2 . 76.65 |===================================================== Intel TensorFlow 2.12 Model: inceptionv4_fp32_pretrained_model - Batch Size: 64 images/sec > Higher Is Better intel-tf-macpro2 . 60.07 |===================================================== Intel TensorFlow 2.12 Model: inceptionv4_fp32_pretrained_model - Batch Size: 32 images/sec > Higher Is Better intel-tf-macpro2 . 51.63 |===================================================== Intel TensorFlow 2.12 Model: mobilenetv1_fp32_pretrained_model - Batch Size: 1 images/sec > Higher Is Better intel-tf-macpro2 . 499.70 |==================================================== Intel TensorFlow 2.12 Model: inceptionv4_int8_pretrained_model - Batch Size: 1 ms < Lower Is Better intel-tf-macpro2 . 121.67 |==================================================== Intel TensorFlow 2.12 Model: inceptionv4_int8_pretrained_model - Batch Size: 1 images/sec > Higher Is Better intel-tf-macpro2 . 8.80 |====================================================== Intel TensorFlow 2.12 Model: inceptionv4_fp32_pretrained_model - Batch Size: 1 ms < Lower Is Better intel-tf-macpro2 . 126.08 |==================================================== Intel TensorFlow 2.12 Model: resnet50_int8_pretrained_model - Batch Size: 960 images/sec > Higher Is Better intel-tf-macpro2 . 367.22 |==================================================== Intel TensorFlow 2.12 Model: resnet50_int8_pretrained_model - Batch Size: 512 images/sec > Higher Is Better intel-tf-macpro2 . 345.22 |==================================================== Intel TensorFlow 2.12 Model: resnet50_fp32_pretrained_model - Batch Size: 960 images/sec > Higher Is Better intel-tf-macpro2 . 238.18 |==================================================== Intel TensorFlow 2.12 Model: resnet50_fp32_pretrained_model - Batch Size: 512 images/sec > Higher Is Better intel-tf-macpro2 . 222.60 |==================================================== Intel TensorFlow 2.12 Model: resnet50_fp32_pretrained_model - Batch Size: 256 images/sec > Higher Is Better intel-tf-macpro2 . 210.48 |==================================================== Intel TensorFlow 2.12 Model: resnet50_int8_pretrained_model - Batch Size: 96 images/sec > Higher Is Better intel-tf-macpro2 . 281.02 |==================================================== Intel TensorFlow 2.12 Model: resnet50_int8_pretrained_model - Batch Size: 64 images/sec > Higher Is Better intel-tf-macpro2 . 254.80 |==================================================== Intel TensorFlow 2.12 Model: resnet50_int8_pretrained_model - Batch Size: 32 images/sec > Higher Is Better intel-tf-macpro2 . 232.42 |==================================================== Intel TensorFlow 2.12 Model: resnet50_int8_pretrained_model - Batch Size: 16 images/sec > Higher Is Better intel-tf-macpro2 . 315.01 |==================================================== Intel TensorFlow 2.12 Model: resnet50_fp32_pretrained_model - Batch Size: 96 images/sec > Higher Is Better intel-tf-macpro2 . 244.41 |==================================================== Intel TensorFlow 2.12 Model: resnet50_fp32_pretrained_model - Batch Size: 64 images/sec > Higher Is Better intel-tf-macpro2 . 233.65 |==================================================== Intel TensorFlow 2.12 Model: resnet50_fp32_pretrained_model - Batch Size: 32 images/sec > Higher Is Better intel-tf-macpro2 . 238.02 |==================================================== Intel TensorFlow 2.12 Model: resnet50_fp32_pretrained_model - Batch Size: 16 images/sec > Higher Is Better intel-tf-macpro2 . 222.36 |==================================================== Intel TensorFlow 2.12 Model: resnet50_int8_pretrained_model - Batch Size: 1 ms < Lower Is Better intel-tf-macpro2 . 11.30 |===================================================== Intel TensorFlow 2.12 Model: resnet50_int8_pretrained_model - Batch Size: 1 images/sec > Higher Is Better intel-tf-macpro2 . 88.53 |===================================================== Intel TensorFlow 2.12 Model: mobilenetv1_int8_pretrained_model - Batch Size: 960 images/sec > Higher Is Better Intel TensorFlow 2.12 Model: mobilenetv1_int8_pretrained_model - Batch Size: 512 images/sec > Higher Is Better Intel TensorFlow 2.12 Model: mobilenetv1_int8_pretrained_model - Batch Size: 256 images/sec > Higher Is Better Intel TensorFlow 2.12 Model: mobilenetv1_fp32_pretrained_model - Batch Size: 512 images/sec > Higher Is Better intel-tf-macpro2 . 350.18 |==================================================== Intel TensorFlow 2.12 Model: inceptionv4_int8_pretrained_model - Batch Size: 256 images/sec > Higher Is Better intel-tf-macpro2 . 111.43 |==================================================== Intel TensorFlow 2.12 Model: mobilenetv1_int8_pretrained_model - Batch Size: 96 images/sec > Higher Is Better Intel TensorFlow 2.12 Model: mobilenetv1_int8_pretrained_model - Batch Size: 64 images/sec > Higher Is Better Intel TensorFlow 2.12 Model: mobilenetv1_int8_pretrained_model - Batch Size: 32 images/sec > Higher Is Better Intel TensorFlow 2.12 Model: mobilenetv1_int8_pretrained_model - Batch Size: 16 images/sec > Higher Is Better Intel TensorFlow 2.12 Model: inceptionv4_int8_pretrained_model - Batch Size: 96 images/sec > Higher Is Better intel-tf-macpro2 . 99.97 |===================================================== Intel TensorFlow 2.12 Model: inceptionv4_int8_pretrained_model - Batch Size: 16 images/sec > Higher Is Better intel-tf-macpro2 . 62.25 |===================================================== Intel TensorFlow 2.12 Model: inceptionv4_fp32_pretrained_model - Batch Size: 96 images/sec > Higher Is Better intel-tf-macpro2 . 66.71 |===================================================== Intel TensorFlow 2.12 Model: inceptionv4_fp32_pretrained_model - Batch Size: 16 images/sec > Higher Is Better intel-tf-macpro2 . 44.04 |===================================================== Intel TensorFlow 2.12 Model: mobilenetv1_int8_pretrained_model - Batch Size: 1 images/sec > Higher Is Better Intel TensorFlow 2.12 Model: inceptionv4_fp32_pretrained_model - Batch Size: 1 images/sec > Higher Is Better intel-tf-macpro2 . 9.72 |====================================================== Intel TensorFlow 2.12 Model: resnet50_int8_pretrained_model - Batch Size: 256 images/sec > Higher Is Better intel-tf-macpro2 . 331.49 |==================================================== Intel TensorFlow 2.12 Model: resnet50_fp32_pretrained_model - Batch Size: 1 ms < Lower Is Better intel-tf-macpro2 . 15.12 |===================================================== Intel TensorFlow 2.12 Model: resnet50_fp32_pretrained_model - Batch Size: 1 images/sec > Higher Is Better intel-tf-macpro2 . 68.03 |=====================================================