onnx gh200

ARMv8 Neoverse-V2 testing with a Quanta Cloud QuantaGrid S74G-2U 1S7GZ9Z0000 S7G MB (CG1) (3A06 BIOS) and ASPEED on Ubuntu 23.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2402042-NE-ONNXGH20009
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
a
February 04
  1 Hour, 46 Minutes
b
February 04
  1 Hour, 58 Minutes
c
February 04
  25 Minutes
d
February 04
  25 Minutes
Invert Hiding All Results Option
  1 Hour, 9 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


onnx gh200, "ONNX Runtime 1.17 - Model: GPT-2 - Device: CPU - Executor: Parallel", Higher Results Are Better "a", "b", "c", "d", "ONNX Runtime 1.17 - Model: GPT-2 - Device: CPU - Executor: Standard", Higher Results Are Better "a", "b", "c", "d", "ONNX Runtime 1.17 - Model: yolov4 - Device: CPU - Executor: Parallel", Higher Results Are Better "a",8.41599,8.32484,8.35707 "b",8.83004,8.06401,8.19663,8.40329,8.23359,8.36832,8.23278,7.988,8.31405,8.34558,8.39933,8.31301,8.318 "c", "d", "ONNX Runtime 1.17 - Model: yolov4 - Device: CPU - Executor: Standard", Higher Results Are Better "a",11.2301,10.8986,11.0773 "b",11.2771,11.2389,11.0394 "c", "d", "ONNX Runtime 1.17 - Model: T5 Encoder - Device: CPU - Executor: Parallel", Higher Results Are Better "a",74.598,74.6921,76.4351 "b",73.6533,75.3117,73.5266 "c", "d", "ONNX Runtime 1.17 - Model: T5 Encoder - Device: CPU - Executor: Standard", Higher Results Are Better "a",341.859,368.568,365.37,382.276,353.875,380.891,365.558,362.644,390.943,333.792,357.906,376.676,387.59,375.825,375.674 "b",363.986,339.27,331.162,371.535,378.943,380.673,391.079,393.718,392.798,387.834,375.002,364.73,385.388,384.26,372.726 "c", "d", "ONNX Runtime 1.17 - Model: bertsquad-12 - Device: CPU - Executor: Parallel", Higher Results Are Better "a", "b", "c", "d", "ONNX Runtime 1.17 - Model: bertsquad-12 - Device: CPU - Executor: Standard", Higher Results Are Better "a", "b", "c", "d", "ONNX Runtime 1.17 - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel", Higher Results Are Better "a",552.668,553.045,541.183 "b",533.381,536.615,526.788 "c", "d", "ONNX Runtime 1.17 - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard", Higher Results Are Better "a",1123.28,1101.64,1113.15 "b",1146.1,1113.86,1116.68 "c", "d", "ONNX Runtime 1.17 - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel", Higher Results Are Better "a",1.50841,1.41845,1.49666,1.43536,1.50079,1.4743,1.49948 "b",1.47791,1.49046,1.46398 "c", "d", "ONNX Runtime 1.17 - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard", Higher Results Are Better "a",1.47684,1.48748,1.49024 "b",1.51187,1.49066,1.48121 "c", "d", "ONNX Runtime 1.17 - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel", Higher Results Are Better "a", "b", "c", "d", "ONNX Runtime 1.17 - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard", Higher Results Are Better "a", "b", "c", "d", "ONNX Runtime 1.17 - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel", Higher Results Are Better "a",243.02,243.608,237.656 "b",244.614,240.363,238.326 "c", "d", "ONNX Runtime 1.17 - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard", Higher Results Are Better "a",268.788,278.228,271.027 "b",283.441,273.83,275.212 "c", "d", "ONNX Runtime 1.17 - Model: super-resolution-10 - Device: CPU - Executor: Parallel", Higher Results Are Better "a",43.2509,44.1195,42.7406 "b",43.5197,42.4651,42.3369 "c", "d", "ONNX Runtime 1.17 - Model: super-resolution-10 - Device: CPU - Executor: Standard", Higher Results Are Better "a",149.797,149.219,149.619 "b",149.701,148.704,147.738 "c", "d", "ONNX Runtime 1.17 - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Parallel", Higher Results Are Better "a", "b", "c", "d", "ONNX Runtime 1.17 - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard", Higher Results Are Better "a", "b", "c", "d", "ONNX Runtime 1.17 - Model: yolov4 - Device: CPU - Executor: Parallel", Lower Results Are Better "a",118.818,120.118,119.655 "b",113.246,124.004,121.998,118.997,121.451,119.495,121.462,125.184,120.274,119.82,119.053,120.29,120.218 "c", "d", "ONNX Runtime 1.17 - Model: yolov4 - Device: CPU - Executor: Standard", Lower Results Are Better "a",89.0387,91.7461,90.2656 "b",88.6674,88.9678,90.5772 "c", "d", "ONNX Runtime 1.17 - Model: T5 Encoder - Device: CPU - Executor: Parallel", Lower Results Are Better "a",13.4026,13.3835,13.0807 "b",13.574,13.275,13.5976 "c", "d", "ONNX Runtime 1.17 - Model: T5 Encoder - Device: CPU - Executor: Standard", Lower Results Are Better "a",2.91737,2.70531,2.7312,2.60846,2.81871,2.62077,2.72992,2.75164,2.55277,2.98775,2.78733,2.64892,2.57464,2.65635,2.65633 "b",2.74029,2.93992,3.01203,2.68472,2.63263,2.62222,2.55182,2.53541,2.54007,2.57321,2.66109,2.73732,2.5905,2.59725,2.67748 "c", "d", "ONNX Runtime 1.17 - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel", Lower Results Are Better "a",1.80772,1.80643,1.84611 "b",1.87304,1.86172,1.89652 "c", "d", "ONNX Runtime 1.17 - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard", Lower Results Are Better "a",0.889227,0.906567,0.897466 "b",0.871628,0.896721,0.894516 "c", "d", "ONNX Runtime 1.17 - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel", Lower Results Are Better "a",662.948,704.986,668.149,696.686,666.312,678.286,666.892 "b",676.626,670.929,683.067 "c", "d", "ONNX Runtime 1.17 - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard", Lower Results Are Better "a",677.115,672.269,671.025 "b",661.425,670.835,675.116 "c", "d", "ONNX Runtime 1.17 - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel", Lower Results Are Better "a",4.11359,4.10362,4.20636 "b",4.08673,4.15899,4.19431 "c", "d", "ONNX Runtime 1.17 - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard", Lower Results Are Better "a",3.71904,3.59274,3.68826 "b",3.52659,3.65053,3.63193 "c", "d", "ONNX Runtime 1.17 - Model: super-resolution-10 - Device: CPU - Executor: Parallel", Lower Results Are Better "a",23.1201,22.6649,23.3962 "b",22.9772,23.548,23.6193 "c", "d", "ONNX Runtime 1.17 - Model: super-resolution-10 - Device: CPU - Executor: Standard", Lower Results Are Better "a",6.674,6.69952,6.68265 "b",6.67717,6.7229,6.76653 "c", "d",