New configuration: Tested by Intel as of.
Intel® Deep Learning Boost (Intel DL Boost)Ĥ.) Up to 14x Improvement in Inference Performance on Intel® Xeon® Platinum 8280 processor with Intel® Deep Learning Boost (Intel DL Boost) 17.0.2 20170213, Intel® Math Kernel Library (Intel® MKL) small libraries version 200425. For other topologies, data was stored on local storage and cached in memory before training. For “ConvNet” topologies, synthetic dataset was used.
Inference measured with “caffe time -forward_only” command, training measured with “caffe time” command. Performance measured with: Environment variables: KMP_AFFINITY='granularity=fine, compact‘, OMP_NUM_THREADS=56, CPU Freq set with cpupower frequency-set -d 2.5G -u 3.8G -g performance.
#Linpack benchmark cpu series#
SSD: Intel® SSD Data Center S3700 Series (800GB, 2.5in SATA 6Gb/s, 25nm, MLC). Platform: Dragon Rock 2 socket Intel® Xeon® Platinum 9282 processor (56 cores per socket), HT ON, turbo ON, Total Memory 768 GB (24 slots/ 32 GB/ 2933 MHz), BIOS:SE5C620.86B.0D.01.0241.112020180249, CentOS 7 Kernel 3.10.0-957.5.1.el7.x86_64, Deep Learning Framework: Intel® Optimization for Caffe* version: d554cbf1, ICC 2019.2.187, MKL DNN version: v0.17 (commit hash: 830a10059a018cd2634d94195140cf2d8790a75a), model:, BS=64, No datalayer syntheticData:3x224x224, 56 instance/2 socket, Datatype: INT8 vs Baseline: Tested by Intel as of July 11th 2017: 2S Intel® Xeon® Platinum 8180 processor CPU 2.50GHz (28 cores), HT disabled, turbo disabled, scaling governor set to “performance” via intel_pstate driver, 384GB DDR4-2666 ECC RAM. New configuration: Tested by Intel as of. ģ.) 30x Inference Throughput Improvement on Intel® Xeon® Platinum 9282 processor with Intel® Deep Learning Boost (Intel DL Boost) New configuration: 1-node, 2x Intel® Xeon® Platinum 9282 cpu on Walker Pass with 768 GB (24x 32GB 2933) total memory, ucode 0x400000A on RHEL7.6, 3.10.86_64, IC19u1, AVX-512, HT on all (off Stream, LINPACK), Turbo on all (off Stream, LINPACK), result: SPECrate2017_int_base(est)=635, SPECrate2017_fp_base(est)=526, STREAM-Triad=407, LINPACK=6411, server-side Java=332913, test by Intel on. Geomean of SPECrate2017_int_base(est), SPECrate2017_fp_base(est), STREAM-Triad, Intel® Distribution of LINPACK, server-side Java*Ģnd Generation Intel® Xeon® Platinum processorīaseline: 1-node, 2x Intel® Xeon® Platinum 8180 cpu on Wolf Pass with 384 GB (12 X 32GB 2666) total memory, ucode 0x200004D on RHEL7.6, 3.10.86_64, IC19u1, AVX-512, HT on all (off Stream, LINPACK), Turbo on all (off Stream, LINPACK), result: SPECrate2017_int_base(est)=307, SPECrate2017_fp_base(est)=251, STREAM-Triad=204, LINPACK=3238, server-side Java=165724, test by Intel on.
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