whiskey november Intel Core i7-8565U testing with a Dell 0KTW76 (1.17.0 BIOS) and Intel UHD 620 WHL GT2 15GB on Ubuntu 22.04 via the Phoronix Test Suite. a: Processor: Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads), Motherboard: Dell 0KTW76 (1.17.0 BIOS), Chipset: Intel Cannon Point-LP, Memory: 16GB, Disk: SK hynix PC401 NVMe 256GB, Graphics: Intel UHD 620 WHL GT2 15GB (1150MHz), Audio: Realtek ALC3271, Network: Qualcomm Atheros QCA6174 802.11ac OS: Ubuntu 22.04, Kernel: 5.19.0-rc6-phx-retbleed (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1, Vulkan: 1.3.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 b: Processor: Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads), Motherboard: Dell 0KTW76 (1.17.0 BIOS), Chipset: Intel Cannon Point-LP, Memory: 16GB, Disk: SK hynix PC401 NVMe 256GB, Graphics: Intel UHD 620 WHL GT2 15GB (1150MHz), Audio: Realtek ALC3271, Network: Qualcomm Atheros QCA6174 802.11ac OS: Ubuntu 22.04, Kernel: 5.19.0-rc6-phx-retbleed (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1, Vulkan: 1.3.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 c: Processor: Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads), Motherboard: Dell 0KTW76 (1.17.0 BIOS), Chipset: Intel Cannon Point-LP, Memory: 16GB, Disk: SK hynix PC401 NVMe 256GB, Graphics: Intel UHD 620 WHL GT2 15GB (1150MHz), Audio: Realtek ALC3271, Network: Qualcomm Atheros QCA6174 802.11ac OS: Ubuntu 22.04, Kernel: 5.19.0-rc6-phx-retbleed (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1, Vulkan: 1.3.204, Compiler: GCC 11.3.0, File-System: ext4, Screen Resolution: 1920x1080 miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 GFInst/s > Higher Is Better a . 106.77 |================================================================== b . 107.83 |================================================================== c . 108.70 |=================================================================== miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 Billion Interactions/s > Higher Is Better a . 4.271 |=================================================================== b . 4.313 |=================================================================== c . 4.348 |==================================================================== miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM2 GFInst/s > Higher Is Better a . 95.54 |================================================================== b . 97.09 |=================================================================== c . 98.64 |==================================================================== miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM2 Billion Interactions/s > Higher Is Better a . 3.822 |================================================================== b . 3.883 |=================================================================== c . 3.946 |==================================================================== SMHasher 2022-08-22 Hash: wyhash MiB/sec > Higher Is Better a . 35202.58 |================================================================= b . 35031.14 |================================================================= c . 34992.20 |================================================================= SMHasher 2022-08-22 Hash: wyhash cycles/hash < Lower Is Better a . 12.39 |==================================================================== b . 12.39 |==================================================================== c . 12.39 |==================================================================== SMHasher 2022-08-22 Hash: SHA3-256 MiB/sec > Higher Is Better a . 203.56 |=================================================================== b . 201.35 |================================================================== c . 203.44 |=================================================================== SMHasher 2022-08-22 Hash: SHA3-256 cycles/hash < Lower Is Better a . 1998.75 |================================================================== b . 1954.52 |================================================================= c . 1917.82 |=============================================================== SMHasher 2022-08-22 Hash: Spooky32 MiB/sec > Higher Is Better a . 23760.93 |================================================================= b . 23886.02 |================================================================= c . 23743.66 |================================================================= SMHasher 2022-08-22 Hash: Spooky32 cycles/hash < Lower Is Better a . 24.61 |================================================================ b . 26.33 |==================================================================== c . 24.61 |================================================================ SMHasher 2022-08-22 Hash: fasthash32 MiB/sec > Higher Is Better a . 11997.03 |================================================================= b . 12005.28 |================================================================= c . 12005.74 |================================================================= SMHasher 2022-08-22 Hash: fasthash32 cycles/hash < Lower Is Better a . 18.43 |==================================================================== b . 18.44 |==================================================================== c . 18.46 |==================================================================== SMHasher 2022-08-22 Hash: FarmHash128 MiB/sec > Higher Is Better a . 26412.74 |================================================================= b . 26254.08 |================================================================= c . 26423.53 |================================================================= SMHasher 2022-08-22 Hash: FarmHash128 cycles/hash < Lower Is Better a . 33.67 |================================================================== b . 34.77 |==================================================================== c . 33.69 |================================================================== SMHasher 2022-08-22 Hash: t1ha2_atonce MiB/sec > Higher Is Better a . 25566.77 |================================================================= b . 25719.22 |================================================================= c . 25678.18 |================================================================= SMHasher 2022-08-22 Hash: t1ha2_atonce cycles/hash < Lower Is Better a . 17.13 |============================================================ b . 19.26 |==================================================================== c . 17.13 |============================================================ SMHasher 2022-08-22 Hash: FarmHash32 x86_64 AVX MiB/sec > Higher Is Better a . 40665.47 |================================================================ b . 40871.65 |================================================================= c . 41049.55 |================================================================= SMHasher 2022-08-22 Hash: FarmHash32 x86_64 AVX cycles/hash < Lower Is Better a . 21.34 |==================================================================== b . 21.31 |==================================================================== c . 21.33 |==================================================================== SMHasher 2022-08-22 Hash: t1ha0_aes_avx2 x86_64 MiB/sec > Higher Is Better a . 74680.19 |================================================================ b . 75910.64 |================================================================= c . 75578.85 |================================================================= SMHasher 2022-08-22 Hash: t1ha0_aes_avx2 x86_64 cycles/hash < Lower Is Better a . 17.13 |==================================================================== b . 17.13 |==================================================================== c . 17.13 |==================================================================== SMHasher 2022-08-22 Hash: MeowHash x86_64 AES-NI MiB/sec > Higher Is Better a . 64329.79 |================================================================= b . 64132.98 |================================================================= c . 64280.90 |================================================================= SMHasher 2022-08-22 Hash: MeowHash x86_64 AES-NI cycles/hash < Lower Is Better a . 32.61 |================================================================ b . 34.39 |==================================================================== c . 32.62 |================================================================= OpenRadioss 2022.10.13 Model: Bumper Beam Seconds < Lower Is Better a . 486.43 |================================================================= b . 499.28 |=================================================================== c . 478.63 |================================================================ OpenRadioss 2022.10.13 Model: Cell Phone Drop Test Seconds < Lower Is Better a . 382.19 |=================================================================== b . 384.91 |=================================================================== c . 376.77 |================================================================== OpenRadioss 2022.10.13 Model: Bird Strike on Windshield Seconds < Lower Is Better a . 943.22 |=================================================================== b . 928.38 |================================================================== c . 922.20 |================================================================== OpenRadioss 2022.10.13 Model: Rubber O-Ring Seal Installation Seconds < Lower Is Better a . 709.37 |=================================================================== b . 702.62 |================================================================== c . 695.09 |================================================================== Xmrig 6.18.1 Variant: Monero - Hash Count: 1M H/s > Higher Is Better a . 1140.8 |=================================================================== b . 1130.0 |================================================================== c . 1138.7 |=================================================================== Xmrig 6.18.1 Variant: Wownero - Hash Count: 1M H/s > Higher Is Better a . 1473.5 |=============================================================== b . 1568.3 |=================================================================== c . 1556.5 |================================================================== JPEG XL libjxl 0.7 Input: PNG - Quality: 80 MP/s > Higher Is Better a . 5.06 |==================================================================== b . 5.16 |===================================================================== c . 5.17 |===================================================================== JPEG XL libjxl 0.7 Input: PNG - Quality: 90 MP/s > Higher Is Better a . 4.90 |=================================================================== b . 5.02 |===================================================================== c . 5.04 |===================================================================== JPEG XL libjxl 0.7 Input: JPEG - Quality: 80 MP/s > Higher Is Better a . 4.79 |=================================================================== b . 4.92 |===================================================================== c . 4.92 |===================================================================== JPEG XL libjxl 0.7 Input: JPEG - Quality: 90 MP/s > Higher Is Better a . 4.67 |=================================================================== b . 4.79 |===================================================================== c . 4.81 |===================================================================== JPEG XL libjxl 0.7 Input: PNG - Quality: 100 MP/s > Higher Is Better a . 0.52 |==================================================================== b . 0.53 |===================================================================== c . 0.52 |==================================================================== JPEG XL libjxl 0.7 Input: JPEG - Quality: 100 MP/s > Higher Is Better a . 0.51 |===================================================================== b . 0.51 |===================================================================== c . 0.51 |===================================================================== JPEG XL Decoding libjxl 0.7 CPU Threads: 1 MP/s > Higher Is Better a . 33.31 |=================================================================== b . 33.78 |==================================================================== c . 33.62 |==================================================================== JPEG XL Decoding libjxl 0.7 CPU Threads: All MP/s > Higher Is Better a . 94.20 |================================================================== b . 96.46 |==================================================================== c . 95.78 |==================================================================== QuadRay 2022.05.25 Scene: 1 - Resolution: 4K FPS > Higher Is Better a . 2.34 |=================================================================== b . 2.39 |==================================================================== c . 2.41 |===================================================================== QuadRay 2022.05.25 Scene: 2 - Resolution: 4K FPS > Higher Is Better a . 0.63 |==================================================================== b . 0.63 |==================================================================== c . 0.64 |===================================================================== QuadRay 2022.05.25 Scene: 3 - Resolution: 4K FPS > Higher Is Better a . 0.51 |================================================================== b . 0.53 |===================================================================== c . 0.52 |==================================================================== QuadRay 2022.05.25 Scene: 5 - Resolution: 4K FPS > Higher Is Better a . 0.17 |===================================================================== b . 0.17 |===================================================================== c . 0.17 |===================================================================== QuadRay 2022.05.25 Scene: 1 - Resolution: 1080p FPS > Higher Is Better a . 8.88 |==================================================================== b . 9.00 |===================================================================== c . 8.97 |===================================================================== QuadRay 2022.05.25 Scene: 2 - Resolution: 1080p FPS > Higher Is Better a . 2.46 |===================================================================== b . 2.47 |===================================================================== c . 2.47 |===================================================================== QuadRay 2022.05.25 Scene: 3 - Resolution: 1080p FPS > Higher Is Better a . 1.86 |================================================================ b . 2.01 |===================================================================== c . 2.01 |===================================================================== QuadRay 2022.05.25 Scene: 5 - Resolution: 1080p FPS > Higher Is Better a . 0.68 |===================================================================== b . 0.67 |==================================================================== c . 0.66 |=================================================================== AOM AV1 3.5 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 0.05 |===================================================================== b . 0.05 |===================================================================== c . 0.05 |===================================================================== AOM AV1 3.5 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 1.88 |=================================================================== b . 1.60 |========================================================= c . 1.93 |===================================================================== AOM AV1 3.5 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 10.27 |=================================================================== b . 8.95 |=========================================================== c . 10.35 |==================================================================== AOM AV1 3.5 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 3.43 |==================================================================== b . 2.89 |========================================================= c . 3.49 |===================================================================== AOM AV1 3.5 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 20.78 |==================================================================== b . 16.94 |======================================================= c . 17.40 |========================================================= AOM AV1 3.5 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 27.72 |================================================================== b . 21.82 |==================================================== c . 28.50 |==================================================================== AOM AV1 3.5 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 28.54 |================================================================== b . 26.51 |============================================================== c . 29.27 |==================================================================== AOM AV1 3.5 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 0.16 |===================================================================== b . 0.13 |======================================================== c . 0.16 |===================================================================== AOM AV1 3.5 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 4.86 |================================================================= b . 4.36 |========================================================== c . 5.16 |===================================================================== AOM AV1 3.5 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 27.65 |==================================================================== b . 17.13 |========================================== c . 22.38 |======================================================= AOM AV1 3.5 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 10.83 |========================================================= b . 12.37 |================================================================== c . 12.82 |==================================================================== AOM AV1 3.5 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 72.82 |==================================================================== b . 65.60 |============================================================= c . 65.42 |============================================================= AOM AV1 3.5 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 95.03 |==================================================================== b . 92.29 |================================================================== c . 92.91 |================================================================== AOM AV1 3.5 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 98.34 |========================================================= b . 116.46 |=================================================================== c . 116.39 |=================================================================== libavif avifenc 0.11 Encoder Speed: 0 Seconds < Lower Is Better a . 529.43 |=================================================================== b . 527.98 |=================================================================== c . 528.30 |=================================================================== libavif avifenc 0.11 Encoder Speed: 2 Seconds < Lower Is Better a . 234.56 |=================================================================== b . 230.43 |================================================================== c . 231.44 |================================================================== libavif avifenc 0.11 Encoder Speed: 6 Seconds < Lower Is Better a . 23.26 |==================================================================== b . 23.05 |=================================================================== c . 23.15 |==================================================================== libavif avifenc 0.11 Encoder Speed: 6, Lossless Seconds < Lower Is Better a . 33.66 |==================================================================== b . 33.37 |=================================================================== c . 33.26 |=================================================================== libavif avifenc 0.11 Encoder Speed: 10, Lossless Seconds < Lower Is Better a . 13.81 |==================================================================== b . 13.25 |================================================================= c . 13.64 |=================================================================== Y-Cruncher 0.7.10.9513 Pi Digits To Calculate: 500M Seconds < Lower Is Better a . 61.46 |==================================================================== b . 59.10 |================================================================= c . 58.43 |================================================================= oneDNN 2.7 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU ms < Lower Is Better a . 10.39 |==================================================================== b . 10.30 |=================================================================== c . 10.29 |=================================================================== oneDNN 2.7 Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU ms < Lower Is Better a . 19.10 |==================================================================== b . 19.00 |==================================================================== c . 19.07 |==================================================================== oneDNN 2.7 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU ms < Lower Is Better a . 23.92 |==================================================================== b . 23.79 |==================================================================== c . 23.94 |==================================================================== oneDNN 2.7 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU ms < Lower Is Better a . 17.78 |=============================================================== b . 16.61 |=========================================================== c . 19.13 |==================================================================== oneDNN 2.7 Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU ms < Lower Is Better a . 16.61 |==================================================================== b . 16.52 |==================================================================== c . 16.64 |==================================================================== oneDNN 2.7 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU ms < Lower Is Better a . 12816.2 |================================================================== b . 12023.5 |============================================================== c . 12054.1 |============================================================== oneDNN 2.7 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU ms < Lower Is Better a . 6901.85 |================================================================== b . 6037.91 |========================================================== c . 6579.53 |=============================================================== oneDNN 2.7 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU ms < Lower Is Better a . 5.89571 |=============================================================== b . 6.13584 |================================================================== c . 5.87053 |=============================================================== FLAC Audio Encoding 1.4 WAV To FLAC Seconds < Lower Is Better a . 19.82 |==================================================================== b . 19.93 |==================================================================== c . 19.77 |=================================================================== FFmpeg 5.1.2 Encoder: libx264 - Scenario: Live Seconds < Lower Is Better a . 28.93 |=================================================================== b . 29.58 |==================================================================== c . 28.67 |================================================================== FFmpeg 5.1.2 Encoder: libx264 - Scenario: Live FPS > Higher Is Better a . 174.58 |================================================================== b . 170.75 |================================================================= c . 176.15 |=================================================================== FFmpeg 5.1.2 Encoder: libx265 - Scenario: Live Seconds < Lower Is Better a . 82.38 |==================================================================== b . 81.62 |=================================================================== c . 80.07 |================================================================== FFmpeg 5.1.2 Encoder: libx265 - Scenario: Live FPS > Higher Is Better a . 61.30 |================================================================== b . 61.87 |=================================================================== c . 63.07 |==================================================================== FFmpeg 5.1.2 Encoder: libx264 - Scenario: Upload Seconds < Lower Is Better a . 240.92 |=================================================================== b . 240.84 |=================================================================== c . 241.31 |=================================================================== FFmpeg 5.1.2 Encoder: libx264 - Scenario: Upload FPS > Higher Is Better a . 10.48 |==================================================================== b . 10.48 |==================================================================== c . 10.46 |==================================================================== FFmpeg 5.1.2 Encoder: libx265 - Scenario: Upload Seconds < Lower Is Better a . 257.29 |=================================================================== b . 251.51 |================================================================= c . 250.66 |================================================================= FFmpeg 5.1.2 Encoder: libx265 - Scenario: Upload FPS > Higher Is Better a . 9.81 |================================================================== b . 10.04 |==================================================================== c . 10.07 |==================================================================== FFmpeg 5.1.2 Encoder: libx264 - Scenario: Platform Seconds < Lower Is Better a . 190.34 |=================================================================== b . 189.43 |=================================================================== c . 188.55 |================================================================== FFmpeg 5.1.2 Encoder: libx264 - Scenario: Platform FPS > Higher Is Better a . 39.80 |=================================================================== b . 39.99 |==================================================================== c . 40.18 |==================================================================== FFmpeg 5.1.2 Encoder: libx265 - Scenario: Platform Seconds < Lower Is Better a . 375.51 |=================================================================== b . 370.47 |================================================================== c . 368.58 |================================================================== FFmpeg 5.1.2 Encoder: libx265 - Scenario: Platform FPS > Higher Is Better a . 20.17 |=================================================================== b . 20.45 |==================================================================== c . 20.55 |==================================================================== FFmpeg 5.1.2 Encoder: libx264 - Scenario: Video On Demand Seconds < Lower Is Better a . 191.82 |=================================================================== b . 189.89 |================================================================== c . 190.67 |=================================================================== FFmpeg 5.1.2 Encoder: libx264 - Scenario: Video On Demand FPS > Higher Is Better a . 39.49 |=================================================================== b . 39.89 |==================================================================== c . 39.73 |==================================================================== FFmpeg 5.1.2 Encoder: libx265 - Scenario: Video On Demand Seconds < Lower Is Better a . 377.24 |=================================================================== b . 370.21 |================================================================== c . 369.54 |================================================================== FFmpeg 5.1.2 Encoder: libx265 - Scenario: Video On Demand FPS > Higher Is Better a . 20.08 |=================================================================== b . 20.46 |==================================================================== c . 20.50 |==================================================================== Cpuminer-Opt 3.20.3 Algorithm: Magi kH/s > Higher Is Better a . 63.68 |================================================== b . 82.48 |================================================================= c . 85.98 |==================================================================== Cpuminer-Opt 3.20.3 Algorithm: x25x kH/s > Higher Is Better a . 119.53 |================================================================== b . 117.48 |================================================================= c . 120.96 |=================================================================== Cpuminer-Opt 3.20.3 Algorithm: scrypt kH/s > Higher Is Better a . 60.18 |=================================================================== b . 60.91 |==================================================================== c . 60.30 |=================================================================== Cpuminer-Opt 3.20.3 Algorithm: Deepcoin kH/s > Higher Is Better a . 2374.33 |================================================= b . 3166.14 |================================================================= c . 3204.50 |================================================================== Cpuminer-Opt 3.20.3 Algorithm: Ringcoin kH/s > Higher Is Better a . 653.31 |================================================================== b . 662.52 |=================================================================== c . 664.96 |=================================================================== Cpuminer-Opt 3.20.3 Algorithm: Blake-2 S kH/s > Higher Is Better a . 125770 |=================================================================== b . 126290 |=================================================================== c . 126220 |=================================================================== Cpuminer-Opt 3.20.3 Algorithm: Garlicoin kH/s > Higher Is Better a . 946.23 |=================================================================== b . 931.69 |================================================================== c . 910.32 |================================================================ Cpuminer-Opt 3.20.3 Algorithm: Skeincoin kH/s > Higher Is Better a . 12840 |=================================================================== b . 12390 |================================================================ c . 13090 |==================================================================== Cpuminer-Opt 3.20.3 Algorithm: Myriad-Groestl kH/s > Higher Is Better a . 3367.06 |================================================== b . 4407.13 |================================================================== c . 4400.64 |================================================================== Cpuminer-Opt 3.20.3 Algorithm: LBC, LBRY Credits kH/s > Higher Is Better a . 8446.80 |=============================================================== b . 8328.13 |============================================================== c . 8865.48 |================================================================== Cpuminer-Opt 3.20.3 Algorithm: Quad SHA-256, Pyrite kH/s > Higher Is Better a . 13100 |========================================================== b . 14800 |================================================================= c . 15380 |==================================================================== Cpuminer-Opt 3.20.3 Algorithm: Triple SHA-256, Onecoin kH/s > Higher Is Better a . 21170 |==================================================================== b . 17990 |========================================================== c . 20880 |=================================================================== TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: AlexNet images/sec > Higher Is Better a . 25.21 |============================================================= b . 27.96 |==================================================================== c . 25.71 |=============================================================== TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: AlexNet images/sec > Higher Is Better a . 29.31 |=================================================================== b . 29.62 |=================================================================== c . 29.94 |==================================================================== TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: AlexNet images/sec > Higher Is Better a . 31.49 |=================================================================== b . 32.08 |==================================================================== c . 31.87 |==================================================================== TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: AlexNet images/sec > Higher Is Better a . 32.59 |================================================================== b . 33.39 |==================================================================== c . 32.90 |=================================================================== TensorFlow 2.10 Device: CPU - Batch Size: 512 - Model: AlexNet images/sec > Higher Is Better a . 32.80 |=================================================================== b . 33.35 |==================================================================== c . 33.00 |=================================================================== TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: GoogLeNet images/sec > Higher Is Better a . 12.25 |================================================================= b . 12.90 |==================================================================== c . 12.64 |=================================================================== TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: ResNet-50 images/sec > Higher Is Better a . 4.38 |=================================================================== b . 4.48 |===================================================================== c . 4.38 |=================================================================== TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: GoogLeNet images/sec > Higher Is Better a . 12.11 |================================================================== b . 12.55 |==================================================================== c . 11.96 |================================================================= TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: ResNet-50 images/sec > Higher Is Better a . 4.26 |=================================================================== b . 4.40 |===================================================================== c . 4.18 |================================================================== TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: GoogLeNet images/sec > Higher Is Better a . 12.00 |=================================================================== b . 12.07 |==================================================================== c . 12.14 |==================================================================== TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: ResNet-50 images/sec > Higher Is Better a . 4.12 |=================================================================== b . 4.19 |==================================================================== c . 4.26 |===================================================================== TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: GoogLeNet images/sec > Higher Is Better a . 11.66 |=================================================================== b . 11.76 |==================================================================== c . 11.71 |====================================================================