deeprec tigerlake Intel Core i7-1185G7 testing with a Dell 0DXP1F (3.7.0 BIOS) and Intel Xe TGL GT2 15GB on Ubuntu 22.04 via the Phoronix Test Suite. a: Processor: Intel Core i7-1185G7 @ 4.80GHz (4 Cores / 8 Threads), Motherboard: Dell 0DXP1F (3.7.0 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Micron 2300 NVMe 512GB, Graphics: Intel Xe TGL GT2 15GB (1350MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201 OS: Ubuntu 22.04, Kernel: 5.19.0-38-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1, OpenCL: OpenCL 3.0, Vulkan: 1.3.204, Compiler: GCC 11.3.0, File-System: ext4, Screen Resolution: 1920x1200 b: Processor: Intel Core i7-1185G7 @ 4.80GHz (4 Cores / 8 Threads), Motherboard: Dell 0DXP1F (3.7.0 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Micron 2300 NVMe 512GB, Graphics: Intel Xe TGL GT2 15GB (1350MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201 OS: Ubuntu 22.04, Kernel: 5.19.0-38-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1, OpenCL: OpenCL 3.0, Vulkan: 1.3.204, Compiler: GCC 11.3.0, File-System: ext4, Screen Resolution: 1920x1200 c: Processor: Intel Core i7-1185G7 @ 4.80GHz (4 Cores / 8 Threads), Motherboard: Dell 0DXP1F (3.7.0 BIOS), Chipset: Intel Tiger Lake-LP, Memory: 16GB, Disk: Micron 2300 NVMe 512GB, Graphics: Intel Xe TGL GT2 15GB (1350MHz), Audio: Realtek ALC289, Network: Intel Wi-Fi 6 AX201 OS: Ubuntu 22.04, Kernel: 5.19.0-38-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1, OpenCL: OpenCL 3.0, Vulkan: 1.3.204, Compiler: GCC 11.3.0, File-System: ext4, Screen Resolution: 1920x1200 DeepRec Model: DLRM - Data Type: FP32 Throughput > Higher Is Better a . 69202.23 |============================================================== b . 72281.91 |================================================================= c . 70199.09 |=============================================================== DeepRec Model: DCNv2 - Data Type: FP32 Throughput > Higher Is Better a . 3998.01 |================================================================== b . 3994.59 |================================================================== c . 3993.56 |================================================================== DeepRec Model: MMOE - Data Type: FP32 Throughput > Higher Is Better a . 38346.35 |================================================================= b . 38248.31 |================================================================= c . 38060.60 |================================================================= DeepRec Model: DCNv2 - Data Type: BF16 Throughput > Higher Is Better a . 3492.26 |================================================================== b . 3492.55 |================================================================== c . 3494.63 |================================================================== DeepRec Model: PLE - Data Type: BF16 Throughput > Higher Is Better a . 7414.93 |================================================================== b . 7411.40 |================================================================== c . 7410.10 |================================================================== DeepRec Model: DIN - Data Type: FP32 Throughput > Higher Is Better a . 19903.44 |=============================================================== b . 20485.48 |================================================================= c . 19923.51 |=============================================================== DeepRec Model: DIN - Data Type: BF16 Throughput > Higher Is Better a . 18288.54 |================================================================= b . 18128.18 |================================================================ c . 18131.81 |================================================================ DeepRec Model: BST - Data Type: FP32 Throughput > Higher Is Better a . 6107.50 |================================================================== b . 5818.59 |=============================================================== c . 6111.50 |================================================================== DeepRec Model: MMOE - Data Type: BF16 Throughput > Higher Is Better a . 18994.39 |================================================================ b . 19146.16 |================================================================= c . 19158.29 |================================================================= DeepRec Model: PLE - Data Type: FP32 Throughput > Higher Is Better a . 13405.99 |================================================================= b . 13359.95 |================================================================= c . 13405.21 |================================================================= DeepRec Model: DLRM - Data Type: BF16 Throughput > Higher Is Better a . 33012.57 |================================================================= b . 33219.02 |================================================================= c . 33255.26 |================================================================= DeepRec Model: BST - Data Type: BF16 Throughput > Higher Is Better a . 4608.44 |================================================================== b . 4633.34 |================================================================== c . 4425.99 |=============================================================== DeepRec Model: DLRM - Data Type: FP32 Gstep / sec > Higher Is Better a . 135.16 |================================================================ b . 141.18 |=================================================================== c . 137.11 |================================================================= DeepRec Model: DLRM - Data Type: BF16 Gstep / sec > Higher Is Better a . 64.48 |==================================================================== b . 64.88 |==================================================================== c . 64.95 |==================================================================== DeepRec Model: BST - Data Type: BF16 Gstep / sec > Higher Is Better a . 9.00 |===================================================================== b . 9.05 |===================================================================== c . 8.64 |================================================================== DeepRec Model: DIN - Data Type: FP32 Gstep / sec > Higher Is Better a . 38.87 |================================================================== b . 40.01 |==================================================================== c . 38.91 |================================================================== DeepRec Model: DIN - Data Type: BF16 Gstep / sec > Higher Is Better a . 35.72 |==================================================================== b . 35.41 |=================================================================== c . 35.41 |=================================================================== DeepRec Model: BST - Data Type: FP32 Gstep / sec > Higher Is Better a . 11.93 |==================================================================== b . 11.36 |================================================================= c . 11.94 |==================================================================== DeepRec Model: PLE - Data Type: BF16 Gstep / sec > Higher Is Better a . 14.48 |==================================================================== b . 14.48 |==================================================================== c . 14.47 |==================================================================== DeepRec Model: MMOE - Data Type: BF16 Gstep / sec > Higher Is Better a . 37.10 |=================================================================== b . 37.39 |==================================================================== c . 37.42 |==================================================================== DeepRec Model: MMOE - Data Type: FP32 Gstep / sec > Higher Is Better a . 74.90 |==================================================================== b . 74.70 |==================================================================== c . 74.34 |=================================================================== DeepRec Model: PLE - Data Type: FP32 Gstep / sec > Higher Is Better a . 26.18 |==================================================================== b . 26.09 |==================================================================== c . 26.18 |==================================================================== DeepRec Model: DCNv2 - Data Type: BF16 Gstep / sec > Higher Is Better a . 6.82 |===================================================================== b . 6.82 |===================================================================== c . 6.83 |===================================================================== DeepRec Model: DCNv2 - Data Type: FP32 Gstep / sec > Higher Is Better a . 7.81 |===================================================================== b . 7.80 |===================================================================== c . 7.80 |=====================================================================