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benchmark.name
large_stringclasses
1 value
benchmark.version
large_stringclasses
2 values
datetime
large_stringclasses
1 value
metrics.accuracy
large_stringlengths
65
120
metrics.result
float64
64
129k
metrics.result_per_accelerator
float64
23.6
16.1k
metrics.units
large_stringclasses
1 value
model.architecture
large_stringclasses
1 value
model.mlperf_name
large_stringclasses
8 values
model.name
large_stringclasses
19 values
model.number_of_parameters
float64
6
671
model.weight_data_types
large_stringclasses
7 values
software.framework
large_stringclasses
28 values
software.framework.ai
large_stringclasses
0 values
software.framework.cuda
large_stringclasses
6 values
software.framework.cudnn
large_stringclasses
0 values
software.framework.jetpack
large_stringclasses
1 value
software.framework.pytorch
large_stringclasses
2 values
software.framework.rocm
large_stringclasses
5 values
software.framework.sima
large_stringclasses
0 values
software.framework.tensorrt
large_stringclasses
9 values
software.framework.vllm
large_stringclasses
4 values
software.operating_system
large_stringclasses
31 values
submission.availability
large_stringclasses
2 values
submission.debug_uid
large_stringlengths
16
16
submission.division
large_stringclasses
2 values
submission.organization
large_stringclasses
24 values
submission.scenario
large_stringclasses
2 values
system.accelerator.count_per_node
int64
1
8
system.accelerator.memory_capacity
float64
23.6
2.05k
system.accelerator.memory_config
large_stringclasses
9 values
system.accelerator.name
large_stringclasses
20 values
system.accelerator.total_count
int64
1
72
system.accelerator.vendor
large_stringclasses
2 values
system.cpu.caches
large_stringclasses
15 values
system.cpu.core_count
int64
4
384
system.cpu.count_per_node
int64
1
4
system.cpu.frequency
float64
2
4.8k
system.cpu.model
large_stringclasses
56 values
system.cpu.vcpu_count
large_stringclasses
2 values
system.cpu.vendor
large_stringclasses
4 values
system.interconnect.accelerator
large_stringclasses
7 values
system.interconnect.accelerator_host
large_stringclasses
4 values
system.memory.capacity
float64
64
8.19k
system.memory.configuration
large_stringclasses
66 values
system.name
large_stringclasses
109 values
system.number_of_nodes
int64
1
18
system.type
large_stringclasses
2 values
mlperf-inference
4.1
null
ROUGE1: 44.5321 ROUGE2: 22.1191 ROUGEL: 28.7225 TOKENS_PER_SAMPLE: 293.7
3,062.72
3,062.72
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.4 LTS (Jammy Jellyfish)
available
35f0fc8c41514f86
closed
AMD
Offline
1
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
1
AMD
null
32
2
null
2xAMD EPYC 9374F
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Micron MTC40F2046S1RC48BA1 MHCC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5105 ROUGE2: 22.0812 ROUGEL: 28.727 TOKENS_PER_SAMPLE: 292.7
2,520.27
2,520.27
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.4 LTS (Jammy Jellyfish)
available
b6174c2dc1934a27
closed
AMD
Server
1
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
1
AMD
null
32
2
null
2xAMD EPYC 9374F
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Micron MTC40F2046S1RC48BA1 MHCC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5321 ROUGE2: 22.1191 ROUGEL: 28.7225 TOKENS_PER_SAMPLE: 293.7
3,062.72
3,062.72
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.4 LTS (Jammy Jellyfish)
available
18b85f4a40224238
closed
AMD
Offline
1
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
1
AMD
null
32
2
null
2xAMD EPYC 9374F
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Micron MTC40F2046S1RC48BA1 MHCC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5105 ROUGE2: 22.0812 ROUGEL: 28.727 TOKENS_PER_SAMPLE: 292.7
2,520.27
2,520.27
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.4 LTS (Jammy Jellyfish)
available
d700665763a947d1
closed
AMD
Server
1
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
1
AMD
null
32
2
null
2xAMD EPYC 9374F
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Micron MTC40F2046S1RC48BA1 MHCC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5633 ROUGE2: 22.1252 ROUGEL: 28.7479 TOKENS_PER_SAMPLE: 292.7
23,514.8
2,939.35
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.4 LTS (Jammy Jellyfish)
available
c8f03f636b034c64
closed
AMD
Offline
8
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
8
AMD
null
32
2
null
2xAMD EPYC 9374F
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Micron MTC40F2046S1RC48BA1 MHCC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5522 ROUGE2: 22.1184 ROUGEL: 28.7592 TOKENS_PER_SAMPLE: 293.5
21,028.2
2,628.525
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.4 LTS (Jammy Jellyfish)
available
e588c67b637a4c15
closed
AMD
Server
8
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
8
AMD
null
32
2
null
2xAMD EPYC 9374F
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Micron MTC40F2046S1RC48BA1 MHCC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5633 ROUGE2: 22.1252 ROUGEL: 28.7479 TOKENS_PER_SAMPLE: 292.7
23,514.8
2,939.35
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.4 LTS (Jammy Jellyfish)
available
295405ed05384e52
closed
AMD
Offline
8
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
8
AMD
null
32
2
null
2xAMD EPYC 9374F
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Micron MTC40F2046S1RC48BA1 MHCC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5522 ROUGE2: 22.1184 ROUGEL: 28.7592 TOKENS_PER_SAMPLE: 293.5
21,028.2
2,628.525
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.4 LTS (Jammy Jellyfish)
available
274b274fb2d74c5a
closed
AMD
Server
8
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
8
AMD
null
32
2
null
2xAMD EPYC 9374F
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Micron MTC40F2046S1RC48BA1 MHCC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5633 ROUGE2: 22.1252 ROUGEL: 28.7479 TOKENS_PER_SAMPLE: 292.7
24,109.8
3,013.725
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.6 LTS (Jammy Jellyfish)
preview
d429608173e1483f
closed
AMD
Offline
8
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
8
AMD
null
null
2
null
2xAMD EPYC TURIN
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Samsung M321R8GA0PB1-CCPXC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5555 ROUGE2: 22.0993 ROUGEL: 28.7204 TOKENS_PER_SAMPLE: 292.8
22,020.9
2,752.6125
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.6 LTS (Jammy Jellyfish)
preview
aadd4b7855bb4ee9
closed
AMD
Server
8
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
8
AMD
null
null
2
null
2xAMD EPYC TURIN
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Samsung M321R8GA0PB1-CCPXC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5633 ROUGE2: 22.1252 ROUGEL: 28.7479 TOKENS_PER_SAMPLE: 292.7
24,109.8
3,013.725
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.6 LTS (Jammy Jellyfish)
preview
78892e53075a4e4e
closed
AMD
Offline
8
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
8
AMD
null
null
2
null
2xAMD EPYC TURIN
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Samsung M321R8GA0PB1-CCPXC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5555 ROUGE2: 22.0993 ROUGEL: 28.7204 TOKENS_PER_SAMPLE: 292.8
22,020.9
2,752.6125
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp8
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.2
null
null
null
null
2.3.0
6.1.2
null
null
0.4.3
Ubuntu 22.04.6 LTS (Jammy Jellyfish)
preview
bee373bfb56c4bfe
closed
AMD
Server
8
192
HBM3
AMD Instinct MI300X-NPS1-SPX-192GB-750W
8
AMD
null
null
2
null
2xAMD EPYC TURIN
null
AMD
XGMI
PCIe-5
1,536
24x 64GB Samsung M321R8GA0PB1-CCPXC
Supermicro AS-8125GS-TNMR2
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1017 ROUGE2: 20.1125 ROUGEL: 29.9751 GEN_LEN: 4114386
6,985.51
1,746.3775
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
0f05b05f21ee4577
closed
ASUSTeK
Offline
4
94
HBM3
NVIDIA H100-NVL-94GB
4
NVIDIA
null
96
1
null
AMD EPYC 9654 96-Core Processor
null
AMD
null
PCIe-5
768
12x64GB MTC40F2046S1RC48BA1
ASUSTeK ESC4000A-E12 (4xH100-NVL-94GB)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1008 ROUGE2: 20.1119 ROUGEL: 29.9747 GEN_LEN: 4114209
6,070.26
1,517.565
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
be3cd76ebdfc4847
closed
ASUSTeK
Server
4
94
HBM3
NVIDIA H100-NVL-94GB
4
NVIDIA
null
96
1
null
AMD EPYC 9654 96-Core Processor
null
AMD
null
PCIe-5
768
12x64GB MTC40F2046S1RC48BA1
ASUSTeK ESC4000A-E12 (4xH100-NVL-94GB)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1017 ROUGE2: 20.1125 ROUGEL: 29.9751 GEN_LEN: 4114386
6,985.51
1,746.3775
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
9bf0f8b6cbb84613
closed
ASUSTeK
Offline
4
94
HBM3
NVIDIA H100-NVL-94GB
4
NVIDIA
null
96
1
null
AMD EPYC 9654 96-Core Processor
null
AMD
null
PCIe-5
768
12x64GB MTC40F2046S1RC48BA1
ASUSTeK ESC4000A-E12 (4xH100-NVL-94GB)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1008 ROUGE2: 20.1119 ROUGEL: 29.9747 GEN_LEN: 4114209
6,070.26
1,517.565
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
c65bfac5f9164f49
closed
ASUSTeK
Server
4
94
HBM3
NVIDIA H100-NVL-94GB
4
NVIDIA
null
96
1
null
AMD EPYC 9654 96-Core Processor
null
AMD
null
PCIe-5
768
12x64GB MTC40F2046S1RC48BA1
ASUSTeK ESC4000A-E12 (4xH100-NVL-94GB)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5664 ROUGE2: 22.1601 ROUGEL: 28.7722 TOKENS_PER_SAMPLE: 290.9
6,673.95
1,668.4875
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
f7b3b5565a0e4fbd
closed
ASUSTeK
Offline
4
94
HBM3
NVIDIA H100-NVL-94GB
4
NVIDIA
null
96
1
null
AMD EPYC 9654 96-Core Processor
null
AMD
null
PCIe-5
768
12x64GB MTC40F2046S1RC48BA1
ASUSTeK ESC4000A-E12 (4xH100-NVL-94GB)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5664 ROUGE2: 22.16 ROUGEL: 28.7714 TOKENS_PER_SAMPLE: 290.9
5,788.29
1,447.0725
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
b5183957cffa47db
closed
ASUSTeK
Server
4
94
HBM3
NVIDIA H100-NVL-94GB
4
NVIDIA
null
96
1
null
AMD EPYC 9654 96-Core Processor
null
AMD
null
PCIe-5
768
12x64GB MTC40F2046S1RC48BA1
ASUSTeK ESC4000A-E12 (4xH100-NVL-94GB)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5664 ROUGE2: 22.1601 ROUGEL: 28.7722 TOKENS_PER_SAMPLE: 290.9
6,673.95
1,668.4875
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
0699f8c8dd65443d
closed
ASUSTeK
Offline
4
94
HBM3
NVIDIA H100-NVL-94GB
4
NVIDIA
null
96
1
null
AMD EPYC 9654 96-Core Processor
null
AMD
null
PCIe-5
768
12x64GB MTC40F2046S1RC48BA1
ASUSTeK ESC4000A-E12 (4xH100-NVL-94GB)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5664 ROUGE2: 22.16 ROUGEL: 28.7714 TOKENS_PER_SAMPLE: 290.9
5,788.29
1,447.0725
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
f9641ebfc5e84a65
closed
ASUSTeK
Server
4
94
HBM3
NVIDIA H100-NVL-94GB
4
NVIDIA
null
96
1
null
AMD EPYC 9654 96-Core Processor
null
AMD
null
PCIe-5
768
12x64GB MTC40F2046S1RC48BA1
ASUSTeK ESC4000A-E12 (4xH100-NVL-94GB)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1261 ROUGE2: 20.1655 ROUGEL: 30.025 GEN_LEN: 4101272
13,078.5
1,634.8125
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
cf2b2d16101c4fd3
closed
ASUSTeK
Offline
8
80
HBM3e
NVIDIA H100-PCIe-80GB
8
NVIDIA
null
32
2
null
AMD EPYC 9374F 32-Core Processor
null
AMD
null
PCIe-5
2,048
16x 64GB
ESC8000A-E12 (8x H100-PCIe-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.126 ROUGE2: 20.1652 ROUGEL: 30.026 GEN_LEN: 4101320
7,986.46
998.3075
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
12427f59e7174c01
closed
ASUSTeK
Server
8
80
HBM3e
NVIDIA H100-PCIe-80GB
8
NVIDIA
null
32
2
null
AMD EPYC 9374F 32-Core Processor
null
AMD
null
PCIe-5
2,048
16x 64GB
ESC8000A-E12 (8x H100-PCIe-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1261 ROUGE2: 20.1655 ROUGEL: 30.025 GEN_LEN: 4101272
13,078.5
1,634.8125
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
8a71d9a3a52240fe
closed
ASUSTeK
Offline
8
80
HBM3e
NVIDIA H100-PCIe-80GB
8
NVIDIA
null
32
2
null
AMD EPYC 9374F 32-Core Processor
null
AMD
null
PCIe-5
2,048
16x 64GB
ESC8000A-E12 (8x H100-PCIe-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.126 ROUGE2: 20.1652 ROUGEL: 30.026 GEN_LEN: 4101320
7,986.46
998.3075
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
6210a9ddec944ffb
closed
ASUSTeK
Server
8
80
HBM3e
NVIDIA H100-PCIe-80GB
8
NVIDIA
null
32
2
null
AMD EPYC 9374F 32-Core Processor
null
AMD
null
PCIe-5
2,048
16x 64GB
ESC8000A-E12 (8x H100-PCIe-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.566 ROUGE2: 22.16 ROUGEL: 28.7719 TOKENS_PER_SAMPLE: 290.9
9,281.5
1,160.1875
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
cee820b2b74f46f5
closed
ASUSTeK
Offline
8
80
HBM3e
NVIDIA H100-PCIe-80GB
8
NVIDIA
null
32
2
null
AMD EPYC 9374F 32-Core Processor
null
AMD
null
PCIe-5
2,048
16x 64GB
ESC8000A-E12 (8x H100-PCIe-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5654 ROUGE2: 22.1595 ROUGEL: 28.7714 TOKENS_PER_SAMPLE: 290.9
8,094.27
1,011.78375
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
7432347905d64a03
closed
ASUSTeK
Server
8
80
HBM3e
NVIDIA H100-PCIe-80GB
8
NVIDIA
null
32
2
null
AMD EPYC 9374F 32-Core Processor
null
AMD
null
PCIe-5
2,048
16x 64GB
ESC8000A-E12 (8x H100-PCIe-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.566 ROUGE2: 22.16 ROUGEL: 28.7719 TOKENS_PER_SAMPLE: 290.9
9,281.5
1,160.1875
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
83f4f86faa854d9f
closed
ASUSTeK
Offline
8
80
HBM3e
NVIDIA H100-PCIe-80GB
8
NVIDIA
null
32
2
null
AMD EPYC 9374F 32-Core Processor
null
AMD
null
PCIe-5
2,048
16x 64GB
ESC8000A-E12 (8x H100-PCIe-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5654 ROUGE2: 22.1595 ROUGEL: 28.7714 TOKENS_PER_SAMPLE: 290.9
8,094.27
1,011.78375
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 20.04.6
available
6e853cc5010046c7
closed
ASUSTeK
Server
8
80
HBM3e
NVIDIA H100-PCIe-80GB
8
NVIDIA
null
32
2
null
AMD EPYC 9374F 32-Core Processor
null
AMD
null
PCIe-5
2,048
16x 64GB
ESC8000A-E12 (8x H100-PCIe-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1017 ROUGE2: 20.1125 ROUGEL: 29.9751 GEN_LEN: 4114386
19,877.6
2,484.7
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
37142e4de369468f
closed
ASUSTeK
Offline
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
64
2
null
INTEL(R) XEON(R) PLATINUM 8592+
null
Intel
NVLink-4
PCIe-5
1,536
16x 96GB M321RYGA0PB2-CCPPC
ESC-N8-E11 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0994 ROUGE2: 20.1115 ROUGEL: 29.9734 GEN_LEN: 4114014
19,226.9
2,403.3625
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
bdbe0065bc364f93
closed
ASUSTeK
Server
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
64
2
null
INTEL(R) XEON(R) PLATINUM 8592+
null
Intel
NVLink-4
PCIe-5
1,536
16x 96GB M321RYGA0PB2-CCPPC
ESC-N8-E11 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1017 ROUGE2: 20.1125 ROUGEL: 29.9751 GEN_LEN: 4114386
19,877.6
2,484.7
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
470400f6286041d4
closed
ASUSTeK
Offline
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
64
2
null
INTEL(R) XEON(R) PLATINUM 8592+
null
Intel
NVLink-4
PCIe-5
1,536
16x 96GB M321RYGA0PB2-CCPPC
ESC-N8-E11 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0994 ROUGE2: 20.1115 ROUGEL: 29.9734 GEN_LEN: 4114014
19,226.9
2,403.3625
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
3294217f1018476e
closed
ASUSTeK
Server
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
64
2
null
INTEL(R) XEON(R) PLATINUM 8592+
null
Intel
NVLink-4
PCIe-5
1,536
16x 96GB M321RYGA0PB2-CCPPC
ESC-N8-E11 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5663 ROUGE2: 22.1602 ROUGEL: 28.7722 TOKENS_PER_SAMPLE: 290.9
24,323.6
3,040.45
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
c48c41f490494846
closed
ASUSTeK
Offline
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
64
2
null
INTEL(R) XEON(R) PLATINUM 8592+
null
Intel
NVLink-4
PCIe-5
1,536
16x 96GB M321RYGA0PB2-CCPPC
ESC-N8-E11 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5663 ROUGE2: 22.1597 ROUGEL: 28.7718 TOKENS_PER_SAMPLE: 290.9
20,605.3
2,575.6625
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
5a15a1aa967f49dd
closed
ASUSTeK
Server
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
64
2
null
INTEL(R) XEON(R) PLATINUM 8592+
null
Intel
NVLink-4
PCIe-5
1,536
16x 96GB M321RYGA0PB2-CCPPC
ESC-N8-E11 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5663 ROUGE2: 22.1602 ROUGEL: 28.7722 TOKENS_PER_SAMPLE: 290.9
24,323.6
3,040.45
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
60e58a20d0d14a5c
closed
ASUSTeK
Offline
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
64
2
null
INTEL(R) XEON(R) PLATINUM 8592+
null
Intel
NVLink-4
PCIe-5
1,536
16x 96GB M321RYGA0PB2-CCPPC
ESC-N8-E11 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5663 ROUGE2: 22.1597 ROUGEL: 28.7718 TOKENS_PER_SAMPLE: 290.9
20,605.3
2,575.6625
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
370ad43bbf614577
closed
ASUSTeK
Server
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
64
2
null
INTEL(R) XEON(R) PLATINUM 8592+
null
Intel
NVLink-4
PCIe-5
1,536
16x 96GB M321RYGA0PB2-CCPPC
ESC-N8-E11 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0843 ROUGE2: 20.0853 ROUGEL: 29.9346 GEN_LEN: 4114897
1,747.67
873.835
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
841a093b7c904a3a
closed
Cisco
Offline
2
48
GDDR6
NVIDIA L40S
2
NVIDIA
null
32
2
null
Intel Xeon Gold 6448H
null
Intel
null
PCIe
1,024
16x 64GB HMCG94MEBRA109N
Cisco UCS C240 M7 (2x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0858 ROUGE2: 20.0866 ROUGEL: 29.9354 GEN_LEN: 4114953
1,734.03
867.015
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
22434e83419244f4
closed
Cisco
Server
2
48
GDDR6
NVIDIA L40S
2
NVIDIA
null
32
2
null
Intel Xeon Gold 6448H
null
Intel
null
PCIe
1,024
16x 64GB HMCG94MEBRA109N
Cisco UCS C240 M7 (2x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0362 ROUGE2: 20.0871 ROUGEL: 29.9403 GEN_LEN: 4123417
3,268.94
1,634.47
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
88627be45d77446e
closed
Cisco
Offline
2
80
GDDR6
NVIDIA H100-PCIe-80GB
2
NVIDIA
null
96
2
null
AMD EPYC 9684X 96-Core Processor
null
AMD
null
PCIe-5
1,024
16x 64GB HMCG94MEBRA109N
Cisco UCS C245 M8 (2x H100-PCIe-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0354 ROUGE2: 20.0871 ROUGEL: 29.9398 GEN_LEN: 4123289
3,258.83
1,629.415
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
f1bd4191427a4c85
closed
Cisco
Server
2
80
GDDR6
NVIDIA H100-PCIe-80GB
2
NVIDIA
null
96
2
null
AMD EPYC 9684X 96-Core Processor
null
AMD
null
PCIe-5
1,024
16x 64GB HMCG94MEBRA109N
Cisco UCS C245 M8 (2x H100-PCIe-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0605 ROUGE2: 20.1151 ROUGEL: 29.9703 GEN_LEN: 4112035
1,729.6
864.8
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
f7f74fc7bdb84bb5
closed
Cisco
Offline
2
48
GDDR6
NVIDIA L40S
2
NVIDIA
null
96
2
null
AMD EPYC 9684X 96-Core Processor
null
AMD
null
PCIe
1,024
16x 64GB HMCG94MEBRA109N
Cisco UCS C245 M8 (2x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0621 ROUGE2: 20.1162 ROUGEL: 29.9713 GEN_LEN: 4112159
1,725.54
862.77
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
146462df29d14ae6
closed
Cisco
Server
2
48
GDDR6
NVIDIA L40S
2
NVIDIA
null
96
2
null
AMD EPYC 9684X 96-Core Processor
null
AMD
null
PCIe
1,024
16x 64GB HMCG94MEBRA109N
Cisco UCS C245 M8 (2x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0605 ROUGE2: 20.1151 ROUGEL: 29.9703 GEN_LEN: 4112035
1,746.46
873.23
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
3c0207fbdad24113
closed
Cisco
Offline
2
48
GDDR6
NVIDIA L40S
2
NVIDIA
null
32
2
null
INTEL(R) XEON(R) PLATINUM 8562Y+
null
Intel
null
PCIe
1,024
16x 64GB HMCG94MEBRA109N
Cisco UCS X210c M7 (2x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0605 ROUGE2: 20.1151 ROUGEL: 29.9703 GEN_LEN: 4112037
1,725.98
862.99
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
a9fc6459f46e4f7b
closed
Cisco
Server
2
48
GDDR6
NVIDIA L40S
2
NVIDIA
null
32
2
null
INTEL(R) XEON(R) PLATINUM 8562Y+
null
Intel
null
PCIe
1,024
16x 64GB HMCG94MEBRA109N
Cisco UCS X210c M7 (2x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0605 ROUGE2: 20.1151 ROUGEL: 29.9703 GEN_LEN: 4112035
1,746.46
873.23
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
80b104a93db249c5
closed
Cisco
Offline
2
48
GDDR6
NVIDIA L40S
2
NVIDIA
null
32
2
null
INTEL(R) XEON(R) PLATINUM 8562Y+
null
Intel
null
PCIe
1,024
16x 64GB HMCG94MEBRA109N
Cisco UCS X210c M7 (2x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0605 ROUGE2: 20.1151 ROUGEL: 29.9703 GEN_LEN: 4112037
1,725.98
862.99
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
b489c4f7a6ed4de4
closed
Cisco
Server
2
48
GDDR6
NVIDIA L40S
2
NVIDIA
null
32
2
null
INTEL(R) XEON(R) PLATINUM 8562Y+
null
Intel
null
PCIe
1,024
16x 64GB HMCG94MEBRA109N
Cisco UCS X210c M7 (2x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 42.9363 ROUGE2: 20.1275 ROUGEL: 29.9464 GEN_LEN: 4048420
64.0078
64.0078
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
Jetpack 6.0, TensorRT 10.1, CUDA 12.2
null
12.2
null
6.0
null
null
null
10.1
null
Jetson r36.3.0 L4T
available
9eb24197506c4831
closed
ConnectTechInc
Offline
1
null
LPDDR5
NVIDIA Jetson AGX Orin 64G
1
NVIDIA
null
12
1
null
12-core ARM Cortex-A78AE CPU
null
ARM
null
null
64
64GB 256-bit LPDDR5
NVIDIA Jetson AGX Orin 64G (TensorRT) + CTI Forge Carrier (AGX201)
1
edge
mlperf-inference
4.1
null
ROUGE1: 43.0343 ROUGE2: 20.0912 ROUGEL: 29.9254 GEN_LEN: 4102194
7,191.41
1,797.8525
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
1eb1d7220dd047bb
closed
Dell
Offline
4
94
HBM3
NVIDIA H100-NVL-94GB
4
NVIDIA
null
120
2
null
INTEL(R) XEON(R) PLATINUM 8580
null
Intel
PCIe
PCIe
2,048
32x 64GB 4400 MT/s
Dell PowerEdge R760xa (4xH100 NVL, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0347 ROUGE2: 20.0913 ROUGEL: 29.9262 GEN_LEN: 4102176
6,337.64
1,584.41
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
5f361da4bc634e39
closed
Dell
Server
4
94
HBM3
NVIDIA H100-NVL-94GB
4
NVIDIA
null
120
2
null
INTEL(R) XEON(R) PLATINUM 8580
null
Intel
PCIe
PCIe
2,048
32x 64GB 4400 MT/s
Dell PowerEdge R760xa (4xH100 NVL, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1259 ROUGE2: 20.1653 ROUGEL: 30.0252 GEN_LEN: 4101368
3,317.08
1,658.54
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
f75fcfc0ee5346a2
closed
Dell
Offline
2
80
HBM2e
NVIDIA H100-PCIe-80GB
2
NVIDIA
null
120
2
null
INTEL(R) XEON(R) PLATINUM 8580
null
Intel
PCIe
PCIe
2,048
32x 64GB 4400 MT/s
Dell PowerEdge R760 (2xH100_PCIe_80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1239 ROUGE2: 20.1642 ROUGEL: 30.0234 GEN_LEN: 4101242
2,759.33
1,379.665
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
084ba415382246b4
closed
Dell
Server
2
80
HBM2e
NVIDIA H100-PCIe-80GB
2
NVIDIA
null
120
2
null
INTEL(R) XEON(R) PLATINUM 8580
null
Intel
PCIe
PCIe
2,048
32x 64GB 4400 MT/s
Dell PowerEdge R760 (2xH100_PCIe_80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1259 ROUGE2: 20.1653 ROUGEL: 30.0252 GEN_LEN: 4101368
3,317.08
1,658.54
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
af668264b7694dfe
closed
Dell
Offline
2
80
HBM2e
NVIDIA H100-PCIe-80GB
2
NVIDIA
null
120
2
null
INTEL(R) XEON(R) PLATINUM 8580
null
Intel
PCIe
PCIe
2,048
32x 64GB 4400 MT/s
Dell PowerEdge R760 (2xH100_PCIe_80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1239 ROUGE2: 20.1642 ROUGEL: 30.0234 GEN_LEN: 4101242
2,759.33
1,379.665
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
bb50fb28f7f144fb
closed
Dell
Server
2
80
HBM2e
NVIDIA H100-PCIe-80GB
2
NVIDIA
null
120
2
null
INTEL(R) XEON(R) PLATINUM 8580
null
Intel
PCIe
PCIe
2,048
32x 64GB 4400 MT/s
Dell PowerEdge R760 (2xH100_PCIe_80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1017 ROUGE2: 20.1125 ROUGEL: 29.9751 GEN_LEN: 4114386
9,966.79
2,491.6975
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
b280b7c45b474596
closed
Dell
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE8640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0994 ROUGE2: 20.1104 ROUGEL: 29.9725 GEN_LEN: 4114148
9,990.24
2,497.56
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
4a65e7569cbc4744
closed
Dell
Server
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE8640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1017 ROUGE2: 20.1125 ROUGEL: 29.9751 GEN_LEN: 4114386
9,966.79
2,491.6975
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
258fb2aad9a64eb1
closed
Dell
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE8640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0994 ROUGE2: 20.1104 ROUGEL: 29.9725 GEN_LEN: 4114148
9,990.24
2,497.56
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
5dc56b69ce1f4618
closed
Dell
Server
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE8640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5354 ROUGE2: 22.0994 ROUGEL: 28.7324 TOKENS_PER_SAMPLE: 290.9
10,699.6
2,674.9
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
cfcd38edc5e64109
closed
Dell
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE8640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5352 ROUGE2: 22.0997 ROUGEL: 28.7319 TOKENS_PER_SAMPLE: 290.9
9,522.2
2,380.55
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
455a90879f2143da
closed
Dell
Server
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE8640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5354 ROUGE2: 22.0994 ROUGEL: 28.7324 TOKENS_PER_SAMPLE: 290.9
10,699.6
2,674.9
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
796c2e3b04cc44c3
closed
Dell
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE8640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5352 ROUGE2: 22.0997 ROUGEL: 28.7319 TOKENS_PER_SAMPLE: 290.9
9,522.2
2,380.55
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
804690cc2f984290
closed
Dell
Server
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE8640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 45.3721 ROUGE2: 23.2543 ROUGEL: 30.3259 TOKENS_PER_SAMPLE: 145.9 gsm8k_accuracy: 73.12 mbxp_accuracy: 59.84
26,824.4
6,706.1
Tokens/s
LLM
mixtral-8x7b
mixtral-8x7b
47
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
ceb5e2e8fda84379
closed
Dell
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE8640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 45.3594 ROUGE2: 23.2482 ROUGEL: 30.3186 TOKENS_PER_SAMPLE: 145.9 gsm8k_accuracy: 73.08 mbxp_accuracy: 59.9
25,707
6,426.75
Tokens/s
LLM
mixtral-8x7b
mixtral-8x7b
47
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
fd0d7d46818d4f72
closed
Dell
Server
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE8640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6147 ROUGE2: 22.1787 ROUGEL: 28.7997 TOKENS_PER_SAMPLE: 290.1
10,594.1
2,648.525
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
44fb5ffd2ec346f1
closed
Dell
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE9640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6141 ROUGE2: 22.1791 ROUGEL: 28.7992 TOKENS_PER_SAMPLE: 290.1
8,937.82
2,234.455
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
35d47cf53534483c
closed
Dell
Server
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE9640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6147 ROUGE2: 22.1787 ROUGEL: 28.7997 TOKENS_PER_SAMPLE: 290.1
10,594.1
2,648.525
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
602a462a88ef433e
closed
Dell
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE9640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6141 ROUGE2: 22.1791 ROUGEL: 28.7992 TOKENS_PER_SAMPLE: 290.1
8,937.82
2,234.455
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 9.3.0, CUDA 12.2
null
12.2
null
null
null
null
null
9.3.0
null
Ubuntu 20.04.6
available
4dea4754be4547c8
closed
Dell
Server
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
96
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
16x 64GB DDR5
Dell PowerEdge XE9640 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6153 ROUGE2: 22.1789 ROUGEL: 28.8 TOKENS_PER_SAMPLE: 290.1
24,086.7
3,010.8375
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
5bdd2db2f94e4f15
closed
Dell
Offline
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6146 ROUGE2: 22.1791 ROUGEL: 28.8 TOKENS_PER_SAMPLE: 290.1
21,589.2
2,698.65
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
fe38c2c139584c30
closed
Dell
Server
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6153 ROUGE2: 22.1789 ROUGEL: 28.8 TOKENS_PER_SAMPLE: 290.1
24,086.7
3,010.8375
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
abd349b8fc3e4451
closed
Dell
Offline
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6146 ROUGE2: 22.1791 ROUGEL: 28.8 TOKENS_PER_SAMPLE: 290.1
21,589.2
2,698.65
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.4
available
2810aeb514ed492e
closed
Dell
Server
8
80
HBM3
NVIDIA H100-SXM-80GB
8
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1017 ROUGE2: 20.1125 ROUGEL: 29.9751 GEN_LEN: 4114386
20,238.4
2,529.8
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
c2c404b80b2a4db2
closed
Dell
Offline
8
141
HBM3e
NVIDIA H200-SXM-141GB
8
NVIDIA
null
52
2
null
Intel(R) Xeon(R) Platinum 8470
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H200-SXM-141GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1012 ROUGE2: 20.113 ROUGEL: 29.9749 GEN_LEN: 4114492
20,139
2,517.375
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
b813b246af934f7e
closed
Dell
Server
8
141
HBM3e
NVIDIA H200-SXM-141GB
8
NVIDIA
null
52
2
null
Intel(R) Xeon(R) Platinum 8470
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H200-SXM-141GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1017 ROUGE2: 20.1125 ROUGEL: 29.9751 GEN_LEN: 4114386
20,238.4
2,529.8
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
8ce03760c4a94b95
closed
Dell
Offline
8
141
HBM3e
NVIDIA H200-SXM-141GB
8
NVIDIA
null
52
2
null
Intel(R) Xeon(R) Platinum 8470
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H200-SXM-141GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1012 ROUGE2: 20.113 ROUGEL: 29.9749 GEN_LEN: 4114492
20,139
2,517.375
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
b97ca43a351c42b6
closed
Dell
Server
8
141
HBM3e
NVIDIA H200-SXM-141GB
8
NVIDIA
null
52
2
null
Intel(R) Xeon(R) Platinum 8470
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H200-SXM-141GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5883 ROUGE2: 22.1723 ROUGEL: 28.7904 TOKENS_PER_SAMPLE: 291.7
32,124.3
4,015.5375
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
15ba2e1689df41e0
closed
Dell
Offline
8
141
HBM3e
NVIDIA H200-SXM-141GB
8
NVIDIA
null
52
2
null
Intel(R) Xeon(R) Platinum 8470
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H200-SXM-141GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5856 ROUGE2: 22.1708 ROUGEL: 28.7886 TOKENS_PER_SAMPLE: 291.7
29,739.9
3,717.4875
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
073e7a449773429a
closed
Dell
Server
8
141
HBM3e
NVIDIA H200-SXM-141GB
8
NVIDIA
null
52
2
null
Intel(R) Xeon(R) Platinum 8470
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H200-SXM-141GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5883 ROUGE2: 22.1723 ROUGEL: 28.7904 TOKENS_PER_SAMPLE: 291.7
32,124.3
4,015.5375
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
c5eba7433de54fc9
closed
Dell
Offline
8
141
HBM3e
NVIDIA H200-SXM-141GB
8
NVIDIA
null
52
2
null
Intel(R) Xeon(R) Platinum 8470
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H200-SXM-141GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5856 ROUGE2: 22.1708 ROUGEL: 28.7886 TOKENS_PER_SAMPLE: 291.7
29,739.9
3,717.4875
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2.0, CUDA 12.4
null
12.4
null
null
null
null
null
10.2.0
null
Ubuntu 22.04.3
available
603130f8d69e4a0f
closed
Dell
Server
8
141
HBM3e
NVIDIA H200-SXM-141GB
8
NVIDIA
null
52
2
null
Intel(R) Xeon(R) Platinum 8470
null
Intel
NVLink
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x H200-SXM-141GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5205 ROUGE2: 22.0831 ROUGEL: 28.7052 TOKENS_PER_SAMPLE: 293.6
22,677.6
2,834.7
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.0
null
null
null
null
2.3.0
6.1.0
null
null
0.4.3
Ubuntu 22.04.4
available
3fd5b298ea744d8a
closed
Dell
Offline
8
192
HBM3
AMD MI300X-NPS1-SPX-192GB-750W
8
AMD
null
40
2
null
Intel(R) Xeon(R) Platinum 8460Y+
null
Intel
XGMI
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x MI300X_192GB, vLLM)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.4783 ROUGE2: 22.0575 ROUGEL: 28.6859 TOKENS_PER_SAMPLE: 293.8
19,886.1
2,485.7625
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.0
null
null
null
null
2.3.0
6.1.0
null
null
0.4.3
Ubuntu 22.04.4
available
3bb8db54c9af40a3
closed
Dell
Server
8
192
HBM3
AMD MI300X-NPS1-SPX-192GB-750W
8
AMD
null
40
2
null
Intel(R) Xeon(R) Platinum 8460Y+
null
Intel
XGMI
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x MI300X_192GB, vLLM)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5205 ROUGE2: 22.0831 ROUGEL: 28.7052 TOKENS_PER_SAMPLE: 293.6
22,677.6
2,834.7
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.0
null
null
null
null
2.3.0
6.1.0
null
null
0.4.3
Ubuntu 22.04.4
available
2ac4403522ac43eb
closed
Dell
Offline
8
192
HBM3
AMD MI300X-NPS1-SPX-192GB-750W
8
AMD
null
40
2
null
Intel(R) Xeon(R) Platinum 8460Y+
null
Intel
XGMI
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x MI300X_192GB, vLLM)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.4783 ROUGE2: 22.0575 ROUGEL: 28.6859 TOKENS_PER_SAMPLE: 293.8
19,886.1
2,485.7625
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
vLLM 0.4.3+rocm614, PyTorch 2.3.0, ROCm 6.1.0
null
null
null
null
2.3.0
6.1.0
null
null
0.4.3
Ubuntu 22.04.4
available
60997427285d4baa
closed
Dell
Server
8
192
HBM3
AMD MI300X-NPS1-SPX-192GB-750W
8
AMD
null
40
2
null
Intel(R) Xeon(R) Platinum 8460Y+
null
Intel
XGMI
PCIe-5
2,048
32x 64GB DDR5
Dell PowerEdge XE9680 (8x MI300X_192GB, vLLM)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1387 ROUGE2: 20.1794 ROUGEL: 30.0469 GEN_LEN: 4112577
6,911.78
863.9725
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 22.04.4
available
351d16ed51fc4378
closed
Fujitsu
Offline
8
48
GDDR6
NVIDIA L40S
8
NVIDIA
L1d:3MiB, L1i:2MiB, L2:128MiB, L3:120MiB
32
2
3.4
Intel(R) Xeon(R) Gold 6454S
null
Intel
null
PCIe
1,024
16x 64GB M321R8GA0BB0-CQKZJ
PRIMERGY CDI (8x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1388 ROUGE2: 20.1792 ROUGEL: 30.0469 GEN_LEN: 4112636
6,903.45
862.93125
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 22.04.4
available
86780b1e2d854202
closed
Fujitsu
Server
8
48
GDDR6
NVIDIA L40S
8
NVIDIA
L1d:3MiB, L1i:2MiB, L2:128MiB, L3:120MiB
32
2
3.4
Intel(R) Xeon(R) Gold 6454S
null
Intel
null
PCIe
1,024
16x 64GB M321R8GA0BB0-CQKZJ
PRIMERGY CDI (8x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1387 ROUGE2: 20.1794 ROUGEL: 30.0469 GEN_LEN: 4112577
6,911.78
863.9725
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 22.04.4
available
b8dce90ba91e4ce4
closed
Fujitsu
Offline
8
48
GDDR6
NVIDIA L40S
8
NVIDIA
L1d:3MiB, L1i:2MiB, L2:128MiB, L3:120MiB
32
2
3.4
Intel(R) Xeon(R) Gold 6454S
null
Intel
null
PCIe
1,024
16x 64GB M321R8GA0BB0-CQKZJ
PRIMERGY CDI (8x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1388 ROUGE2: 20.1792 ROUGEL: 30.0469 GEN_LEN: 4112636
6,903.45
862.93125
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 22.04.4
available
897360d1a8ca4abb
closed
Fujitsu
Server
8
48
GDDR6
NVIDIA L40S
8
NVIDIA
L1d:3MiB, L1i:2MiB, L2:128MiB, L3:120MiB
32
2
3.4
Intel(R) Xeon(R) Gold 6454S
null
Intel
null
PCIe
1,024
16x 64GB M321R8GA0BB0-CQKZJ
PRIMERGY CDI (8x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5205 ROUGE2: 22.0796 ROUGEL: 28.6977 TOKENS_PER_SAMPLE: 292.9
3,717.74
464.7175
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 22.04.4
available
5b416452ce7e4646
closed
Fujitsu
Offline
8
48
GDDR6
NVIDIA L40S
8
NVIDIA
L1d:3MiB, L1i:2MiB, L2:128MiB, L3:120MiB
32
2
3.4
Intel(R) Xeon(R) Gold 6454S
null
Intel
null
PCIe
1,024
16x 64GB M321R8GA0BB0-CQKZJ
PRIMERGY CDI (8x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5132 ROUGE2: 22.0915 ROUGEL: 28.7055 TOKENS_PER_SAMPLE: 293.0
3,218.55
402.31875
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 22.04.4
available
1a30fc434c1f4876
closed
Fujitsu
Server
8
48
GDDR6
NVIDIA L40S
8
NVIDIA
L1d:3MiB, L1i:2MiB, L2:128MiB, L3:120MiB
32
2
3.4
Intel(R) Xeon(R) Gold 6454S
null
Intel
null
PCIe
1,024
16x 64GB M321R8GA0BB0-CQKZJ
PRIMERGY CDI (8x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5205 ROUGE2: 22.0796 ROUGEL: 28.6977 TOKENS_PER_SAMPLE: 292.9
3,717.74
464.7175
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 22.04.4
available
4f46a8a7a99842c2
closed
Fujitsu
Offline
8
48
GDDR6
NVIDIA L40S
8
NVIDIA
L1d:3MiB, L1i:2MiB, L2:128MiB, L3:120MiB
32
2
3.4
Intel(R) Xeon(R) Gold 6454S
null
Intel
null
PCIe
1,024
16x 64GB M321R8GA0BB0-CQKZJ
PRIMERGY CDI (8x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.5132 ROUGE2: 22.0915 ROUGEL: 28.7055 TOKENS_PER_SAMPLE: 293.0
3,218.55
402.31875
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 22.04.4
available
23aa52bd393e4d72
closed
Fujitsu
Server
8
48
GDDR6
NVIDIA L40S
8
NVIDIA
L1d:3MiB, L1i:2MiB, L2:128MiB, L3:120MiB
32
2
3.4
Intel(R) Xeon(R) Gold 6454S
null
Intel
null
PCIe
1,024
16x 64GB M321R8GA0BB0-CQKZJ
PRIMERGY CDI (8x L40S, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1017 ROUGE2: 20.1125 ROUGEL: 29.9751 GEN_LEN: 4114386
9,960.74
2,490.185
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 20.04.4
available
6b761b8973b841ce
closed
Fujitsu
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
32x 32GB DDR5
GX2560M7_H100_SXM_80GBx4 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0991 ROUGE2: 20.1109 ROUGEL: 29.9733 GEN_LEN: 4114114
9,602.79
2,400.6975
Tokens/s
LLM
gptj-99
gptj-99
6
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 20.04.4
available
27095ac40d494a1a
closed
Fujitsu
Server
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
32x 32GB DDR5
GX2560M7_H100_SXM_80GBx4 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.1017 ROUGE2: 20.1125 ROUGEL: 29.9751 GEN_LEN: 4114386
9,960.74
2,490.185
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 20.04.4
available
adfb27bd460a4079
closed
Fujitsu
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
32x 32GB DDR5
GX2560M7_H100_SXM_80GBx4 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 43.0991 ROUGE2: 20.1109 ROUGEL: 29.9733 GEN_LEN: 4114114
9,602.79
2,400.6975
Tokens/s
LLM
gptj-99.9
gptj-99.9
6
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 20.04.4
available
3818828683c346ef
closed
Fujitsu
Server
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
32x 32GB DDR5
GX2560M7_H100_SXM_80GBx4 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6147 ROUGE2: 22.1787 ROUGEL: 28.7997 TOKENS_PER_SAMPLE: 290.1
10,133.3
2,533.325
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 20.04.4
available
611d64bf6de74aae
closed
Fujitsu
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
32x 32GB DDR5
GX2560M7_H100_SXM_80GBx4 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6146 ROUGE2: 22.1791 ROUGEL: 28.8001 TOKENS_PER_SAMPLE: 290.1
9,493.99
2,373.4975
Tokens/s
LLM
llama2-70b-99
llama2-70b-99
70
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 20.04.4
available
d467f4699a9c4134
closed
Fujitsu
Server
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
32x 32GB DDR5
GX2560M7_H100_SXM_80GBx4 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6147 ROUGE2: 22.1787 ROUGEL: 28.7997 TOKENS_PER_SAMPLE: 290.1
10,133.3
2,533.325
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 20.04.4
available
c9daff768e904e11
closed
Fujitsu
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
32x 32GB DDR5
GX2560M7_H100_SXM_80GBx4 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 44.6146 ROUGE2: 22.1791 ROUGEL: 28.8001 TOKENS_PER_SAMPLE: 290.1
9,493.99
2,373.4975
Tokens/s
LLM
llama2-70b-99.9
llama2-70b-99.9
70
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 20.04.4
available
61cbfe3131bb4bb7
closed
Fujitsu
Server
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
32x 32GB DDR5
GX2560M7_H100_SXM_80GBx4 (4x H100-SXM-80GB, TensorRT)
1
datacenter
mlperf-inference
4.1
null
ROUGE1: 45.3504 ROUGE2: 23.2436 ROUGEL: 30.3147 TOKENS_PER_SAMPLE: 145.9 gsm8k_accuracy: 73.08 mbxp_accuracy: 59.9
26,641.6
6,660.4
Tokens/s
LLM
mixtral-8x7b
mixtral-8x7b
47
fp16
TensorRT 10.2, CUDA 12.4
null
12.4
null
null
null
null
null
10.2
null
Ubuntu 20.04.4
available
cb77c0599ada4141
closed
Fujitsu
Offline
4
80
HBM3
NVIDIA H100-SXM-80GB
4
NVIDIA
null
48
2
null
Intel(R) Xeon(R) Platinum 8468
null
Intel
NVLink-4
PCIe-5
1,024
32x 32GB DDR5
GX2560M7_H100_SXM_80GBx4 (4x H100-SXM-80GB, TensorRT)
1
datacenter
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Preparing OpenMLPerf dataset

To process the semi-raw MLPerf data into the OpenMLPerf dataset, run the following command:

# Untar raw files

bzip2 -d semi-raw-mlperf-data.tar.bz2
tar xvf semi-raw-mlperf-data.tar

# Create a virtual environment
python -m venv .venv

# Activate the virtual environment
source .venv/bin/activate

# Install the required packages
pip install -r requirements.txt

# Run the processing script
python process.py

The processed dataset will be saved both as data.json and data.parquet in the OpenMLPerf-dataset directory. The data.json file is a JSON file containing the processed data, while the data.parquet file is a Parquet file containing the same data in a more efficient format for storage and processing.

Preprocessing raw MLPerf results using MLCommons CMX

We preprocess official raw MLPerf data, such as inference v5.0, into semi-raw format compatible with the process.py script, using the MLCommons CM/CMX automation framework. This is done using through the "import mlperf results" automation action, which we plan to document in more detail soon.

License and Copyright

This project is licensed under the Apache License 2.0.

© 2025 FlexAI

Portions of the data were adapted from the following MLCommons repositories, which are also licensed under the Apache 2.0 license:

Authors and maintaners

Daniel Altunay and Grigori Fursin (FCS Labs)

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