From a185c2766e8ddbfe2ebf7ac6baf7d166e4f49fb7 Mon Sep 17 00:00:00 2001 From: Vasiliev Evgenii Date: Mon, 16 Oct 2023 16:22:46 +0300 Subject: [PATCH] Add 2022.2 results (#391) --- ...nVINO-2022.2-public_models-18-06-2023.html | 3526 +++ ...nVINO-2022.2-public_models-18-06-2023.xlsx | Bin 0 -> 11682 bytes .../OpenVINO-2022.2-docker-18.06.2023.html | 24506 ++++++++++++++++ .../OpenVINO-2022.2-docker-18.06.2023.xlsx | Bin 0 -> 32195 bytes .../OpenVINO-2022.2-host-18.06.2023.html | 20947 +++++++++++++ .../OpenVINO-2022.2-host-18.06.2023.xlsx | Bin 0 -> 28843 bytes 6 files changed, 48979 insertions(+) create mode 100644 results/accuracy/OpenVINO-2022.2-public_models-18-06-2023.html create mode 100644 results/accuracy/OpenVINO-2022.2-public_models-18-06-2023.xlsx create mode 100644 results/benchmarking/OpenVINO-2022.2-docker-18.06.2023.html create mode 100644 results/benchmarking/OpenVINO-2022.2-docker-18.06.2023.xlsx create mode 100644 results/benchmarking/OpenVINO-2022.2-host-18.06.2023.html create mode 100644 results/benchmarking/OpenVINO-2022.2-host-18.06.2023.xlsx diff --git a/results/accuracy/OpenVINO-2022.2-public_models-18-06-2023.html b/results/accuracy/OpenVINO-2022.2-public_models-18-06-2023.html new file mode 100644 index 000000000..b0608ef70 --- /dev/null +++ b/results/accuracy/OpenVINO-2022.2-public_models-18-06-2023.html @@ -0,0 +1,3526 @@ + + + + + + + + + + + + + +
Task typeTopology nameFrameworkDatasetAccuracy type + + +
OpenVINO DLDT
+ + + + +
+ + + + + +
CPU
+ + + +
+ + +
FP32
+ + +
INT8
+
+ + + + + +
GPU
+ + + + +
+ + +
FP32
+ + +
FP16
+ + +
INT8
+
+ + + + + +
MYRIAD
+ + +
+ + +
FP16
+
+
classification +
+ + + +
alexnet
+ + + +
caffenet
+ + + +
densenet-121
+ + + +
densenet-121-tf
+ + + +
hbonet-0.25
+ + + +
efficientnet-b0
+ + + +
efficientnet-b0-pytorch
+ + + +
googlenet-v1
+ + + +
googlenet-v2
+ + + +
googlenet-v3
+ + + +
googlenet-v3-pytorch
+ + + +
googlenet-v4-tf
+ + + +
googlenet-v1-tf
+ + + +
inception-resnet-v2-tf
+ + + +
mobilenet-v1-0.25-128
+ + + +
mobilenet-v1-1.0-224
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mobilenet-v1-1.0-224-tf
+ + + +
mobilenet-v2
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mobilenet-v2-pytorch
+ + + +
mobilenet-v2-1.4-224
+ + + +
mobilenet-v2-1.0-224
+ + + +
resnet-50-tf
+ + + +
resnet-50-pytorch
+ + + +
resnet-18-pytorch
+ + + +
se-inception
+ + + +
squeezenet1.0
+ + + +
squeezenet1.1
+ + + +
vgg16
+ + + +
vgg19
+ + + +
googlenet-v2-tf
+ + + +
mobilenet-v3-large-1.0-224-tf
+ + + +
mobilenet-v3-small-1.0-224-tf
+ + + +
octave-resnet-26-0.25
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se-resnet-101
+ + + +
se-resnet-152
+
+
+ + + +
Caffe
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Caffe
+ + + +
Caffe
+ + + +
TensorFlow
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TensorFlow
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TensorFlow
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PyTorch
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Caffe
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Caffe
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TensorFlow
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PyTorch
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TensorFlow
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TensorFlow
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TensorFlow
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TensorFlow
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Caffe
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TensorFlow
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Caffe
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PyTorch
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TensorFlow
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TensorFlow
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TensorFlow
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PyTorch
+ + + +
PyTorch
+ + + +
Caffe
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Caffe
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Caffe
+ + + +
Caffe
+ + + +
Caffe
+ + + +
TensorFlow
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TensorFlow
+ + + +
TensorFlow
+ + + +
MXNet
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Caffe
+ + + +
Caffe
+
+
+ + + +
ImageNet
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ImageNet
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ImageNet
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ImageNet
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ImageNet
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ImageNet
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ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
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ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
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ImageNet
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ImageNet
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ImageNet
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ImageNet
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ImageNet
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ImageNet
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ImageNet
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ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
ImageNet
+ + + +
N/A
+ + + +
N/A
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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + + + + +
accuracy@top1
accuracy@top5
+
+ + + +
N/A
+
+ + + +
N/A
+
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+ + + +
+ + +
56.60%
+ + +
79.81%
+
+ + + +
+ + +
56.41%
+ + +
79.69%
+
+
+
+ + + +
+ + +
56.72%
+ + +
79.91%
+
+ + + +
+ + +
56.62%
+ + +
79.76%
+
+
+
+ + + +
+ + +
74.41%
+ + +
92.14%
+
+ + + +
+ + +
73.81%
+ + +
91.73%
+
+
+
+ + + +
+ + +
74.47%
+ + +
92.13%
+
+ + + +
+ + +
73.74%
+ + +
91.67%
+
+
+
+ + + +
+ + +
57.38%
+ + +
79.86%
+
+ + + +
+ + +
52.72%
+ + +
76.06%
+
+
+
+ + + +
+ + +
75.69%
+ + +
92.76%
+
+ + + +
+ + +
73.65%
+ + +
91.76%
+
+
+
+ + + +
+ + +
77.70%
+ + +
93.52%
+
+ + + +
+ + +
75.87%
+ + +
92.64%
+
+
+
+ + + +
+ + +
68.92%
+ + +
89.14%
+
+ + + +
+ + +
68.75%
+ + +
88.99%
+
+
+
+ + + +
+ + +
72.03%
+ + +
90.86%
+
+ + + +
+ + +
71.76%
+ + +
90.77%
+
+
+
+ + + +
+ + +
77.89%
+ + +
93.80%
+
+ + + +
+ + +
77.96%
+ + +
93.84%
+
+
+
+ + + +
+ + +
77.68%
+ + +
93.71%
+
+ + + +
+ + +
77.54%
+ + +
93.65%
+
+
+
+ + + +
+ + +
80.21%
+ + +
95.20%
+
+ + + +
+ + +
80.18%
+ + +
95.24%
+
+
+
+ + + +
+ + +
69.81%
+ + +
89.61%
+
+ + + +
+ + +
69.62%
+ + +
89.53%
+
+
+
+ + + +
+ + +
77.82%
+ + +
94.03%
+
+ + + +
+ + +
77.77%
+ + +
94.02%
+
+
+
+ + + +
+ + +
41.55%
+ + +
66.35%
+
+ + + +
+ + +
39.72%
+ + +
64.34%
+
+
+
+ + + +
+ + +
69.49%
+ + +
89.24%
+
+ + + +
+ + +
69.23%
+ + +
89.02%
+
+
+
+ + + +
+ + +
71.11%
+ + +
89.88%
+
+ + + +
+ + +
70.88%
+ + +
89.80%
+
+
+
+ + + +
+ + +
71.23%
+ + +
90.18%
+
+ + + +
+ + +
69.81%
+ + +
89.32%
+
+
+
+ + + +
+ + +
71.87%
+ + +
90.31%
+
+ + + +
+ + +
70.91%
+ + +
89.86%
+
+
+
+ + + +
+ + +
74.88%
+ + +
92.36%
+
+ + + +
+ + +
74.03%
+ + +
92.02%
+
+
+
+ + + +
+ + +
71.85%
+ + +
90.69%
+
+ + + +
+ + +
70.85%
+ + +
89.92%
+
+
+
+ + + +
+ + +
76.44%
+ + +
93.07%
+
+ + + +
+ + +
76.20%
+ + +
92.99%
+
+
+
+ + + +
+ + +
76.15%
+ + +
92.87%
+
+ + + +
+ + +
75.52%
+ + +
92.66%
+
+
+
+ + + +
+ + +
69.76%
+ + +
89.08%
+
+ + + +
+ + +
69.19%
+ + +
88.78%
+
+
+
+ + + +
+ + +
75.99%
+ + +
92.97%
+
+ + + +
+ + +
75.62%
+ + +
92.75%
+
+
+
+ + + +
+ + +
57.67%
+ + +
80.39%
+
+ + + +
+ + +
57.01%
+ + +
80.12%
+
+
+
+ + + +
+ + +
58.38%
+ + +
81.01%
+
+ + + +
+ + +
57.77%
+ + +
80.79%
+
+
+
+ + + +
+ + +
70.96%
+ + +
89.88%
+
+ + + +
+ + +
70.89%
+ + +
89.80%
+
+
+
+ + + +
+ + +
71.06%
+ + +
89.83%
+
+ + + +
+ + +
70.99%
+ + +
89.82%
+
+
+
+ + + +
+ + +
74.09%
+ + +
91.80%
+
+ + + +
+ + +
73.89%
+ + +
91.73%
+
+
+
+ + + +
+ + +
72.54%
+ + +
91.45%
+
+ + + +
+ + +
51.93%
+ + +
76.42%
+
+
+
+ + + +
+ + +
56.79%
+ + +
81.25%
+
+ + + +
+ + +
51.64%
+ + +
77.27%
+
+
+
+ + + +
+ + +
76.08%
+ + +
92.58%
+
+ + + +
+ + +
N/A
+ + +
N/A
+
+
+
+ +
+ + +
N/A
+
+ +
+ + +
N/A
+
+
+
+ +
+ + +
N/A
+
+ +
+ + +
N/A
+
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+ + + +
+ + +
56.60%
+ + +
79.81%
+
+ + + +
+ + +
56.61%
+ + +
79.82%
+
+ + + +
+ + +
56.56%
+ + +
79.73%
+
+
+
+ + + +
+ + +
56.72%
+ + +
79.91%
+
+ + + +
+ + +
56.69%
+ + +
79.93%
+
+ + + +
+ + +
56.61%
+ + +
79.84%
+
+
+
+ + + +
+ + +
74.41%
+ + +
92.14%
+
+ + + +
+ + +
74.45%
+ + +
92.13%
+
+ + + +
+ + +
74.11%
+ + +
91.87%
+
+
+
+ + + +
+ + +
74.47%
+ + +
92.13%
+
+ + + +
+ + +
74.49%
+ + +
92.13%
+
+ + + +
+ + +
74.06%
+ + +
91.83%
+
+
+
+ + + +
+ + +
57.38%
+ + +
79.86%
+
+ + + +
+ + +
57.37%
+ + +
79.83%
+
+ + + +
+ + +
53.24%
+ + +
76.46%
+
+
+
+ + + +
+ + +
75.69%
+ + +
92.76%
+
+ + + +
+ + +
75.74%
+ + +
92.77%
+
+ + + +
+ + +
74.52%
+ + +
92.11%
+
+
+
+ + + +
+ + +
77.70%
+ + +
93.52%
+
+ + + +
+ + +
77.70%
+ + +
93.54%
+
+ + + +
+ + +
76.56%
+ + +
92.92%
+
+
+
+ + + +
+ + +
68.92%
+ + +
89.14%
+
+ + + +
+ + +
68.93%
+ + +
89.14%
+
+ + + +
+ + +
68.69%
+ + +
89.03%
+
+
+
+ + + +
+ + +
72.03%
+ + +
90.86%
+
+ + + +
+ + +
71.98%
+ + +
90.83%
+
+ + + +
+ + +
72.00%
+ + +
90.84%
+
+
+
+ + + +
+ + +
77.89%
+ + +
93.80%
+
+ + + +
+ + +
77.88%
+ + +
93.82%
+
+ + + +
+ + +
77.96%
+ + +
93.79%
+
+
+
+ + + +
+ + +
77.68%
+ + +
93.71%
+
+ + + +
+ + +
77.65%
+ + +
93.68%
+
+ + + +
+ + +
77.58%
+ + +
93.63%
+
+
+
+ + + +
+ + +
80.21%
+ + +
95.20%
+
+ + + +
+ + +
80.21%
+ + +
95.21%
+
+ + + +
+ + +
80.15%
+ + +
95.20%
+
+
+
+ + + +
+ + +
69.81%
+ + +
89.61%
+
+ + + +
+ + +
69.82%
+ + +
89.61%
+
+ + + +
+ + +
69.90%
+ + +
89.56%
+
+
+
+ + + +
+ + +
77.82%
+ + +
94.03%
+
+ + + +
+ + +
77.78%
+ + +
94.03%
+
+ + + +
+ + +
77.72%
+ + +
94.01%
+
+
+
+ + + +
+ + +
41.55%
+ + +
66.35%
+
+ + + +
+ + +
41.50%
+ + +
66.30%
+
+ + + +
+ + +
40.47%
+ + +
65.01%
+
+
+
+ + + +
+ + +
69.49%
+ + +
89.24%
+
+ + + +
+ + +
69.46%
+ + +
89.24%
+
+ + + +
+ + +
69.20%
+ + +
88.99%
+
+
+
+ + + +
+ + +
71.11%
+ + +
89.88%
+
+ + + +
+ + +
71.06%
+ + +
89.86%
+
+ + + +
+ + +
70.81%
+ + +
89.78%
+
+
+
+ + + +
+ + +
71.23%
+ + +
90.18%
+
+ + + +
+ + +
71.25%
+ + +
90.22%
+
+ + + +
+ + +
70.03%
+ + +
89.44%
+
+
+
+ + + +
+ + +
71.87%
+ + +
90.31%
+
+ + + +
+ + +
71.84%
+ + +
90.31%
+
+ + + +
+ + +
71.49%
+ + +
90.18%
+
+
+
+ + + +
+ + +
74.88%
+ + +
92.36%
+
+ + + +
+ + +
74.86%
+ + +
92.37%
+
+ + + +
+ + +
74.61%
+ + +
92.16%
+
+
+
+ + + +
+ + +
71.85%
+ + +
90.69%
+
+ + + +
+ + +
71.83%
+ + +
90.67%
+
+ + + +
+ + +
71.24%
+ + +
90.14%
+
+
+
+ + + +
+ + +
76.44%
+ + +
93.07%
+
+ + + +
+ + +
76.46%
+ + +
93.07%
+
+ + + +
+ + +
76.36%
+ + +
93.03%
+
+
+
+ + + +
+ + +
76.15%
+ + +
92.87%
+
+ + + +
+ + +
76.12%
+ + +
92.87%
+
+ + + +
+ + +
75.83%
+ + +
92.86%
+
+
+
+ + + +
+ + +
69.76%
+ + +
89.08%
+
+ + + +
+ + +
69.67%
+ + +
89.05%
+
+ + + +
+ + +
69.48%
+ + +
88.99%
+
+
+
+ + + +
+ + +
75.99%
+ + +
92.97%
+
+ + + +
+ + +
76.01%
+ + +
92.97%
+
+ + + +
+ + +
75.84%
+ + +
92.80%
+
+
+
+ + + +
+ + +
57.67%
+ + +
80.39%
+
+ + + +
+ + +
57.64%
+ + +
80.40%
+
+ + + +
+ + +
57.14%
+ + +
80.19%
+
+
+
+ + + +
+ + +
58.38%
+ + +
81.01%
+
+ + + +
+ + +
58.37%
+ + +
81.02%
+
+ + + +
+ + +
57.90%
+ + +
80.84%
+
+
+
+ + + +
+ + +
70.96%
+ + +
89.88%
+
+ + + +
+ + +
71.00%
+ + +
89.87%
+
+ + + +
+ + +
70.89%
+ + +
89.84%
+
+
+
+ + + +
+ + +
71.06%
+ + +
89.83%
+
+ + + +
+ + +
71.06%
+ + +
89.83%
+
+ + + +
+ + +
71.02%
+ + +
89.82%
+
+
+
+ + + +
+ + +
74.09%
+ + +
91.80%
+
+ + + +
+ + +
74.07%
+ + +
91.82%
+
+ + + +
+ + +
73.91%
+ + +
91.74%
+
+
+
+ + + +
+ + +
72.54%
+ + +
91.45%
+
+ + + +
+ + +
72.58%
+ + +
91.45%
+
+ + + +
+ + +
53.81%
+ + +
78.02%
+
+
+
+ + + +
+ + +
56.79%
+ + +
81.25%
+
+ + + +
+ + +
56.85%
+ + +
81.25%
+
+ + + +
+ + +
53.34%
+ + +
78.50%
+
+
+
+ + + +
+ + +
76.08%
+ + +
92.58%
+
+ + + +
+ + +
76.09%
+ + +
92.56%
+
+ + + +
+ + +
N/A
+ + +
N/A
+
+
+
+ +
+ + +
N/A
+
+ +
+ + +
N/A
+
+ +
+ + +
N/A
+
+
+
+ +
+ + +
N/A
+
+ +
+ + +
N/A
+
+ +
+ + +
N/A
+
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+ + + +
+ + +
56.59%
+ + +
79.79%
+
+
+
+ + + +
+ + +
56.75%
+ + +
79.91%
+
+
+
+ + + +
+ + +
74.55%
+ + +
92.13%
+
+
+
+ + + +
+ + +
74.47%
+ + +
92.16%
+
+
+
+ + + +
+ + +
57.30%
+ + +
79.79%
+
+
+
+ + + +
+ + +
74.19%
+ + +
91.94%
+
+
+
+ + + +
+ + +
77.61%
+ + +
93.55%
+
+
+
+ + + +
+ + +
68.92%
+ + +
89.12%
+
+
+
+ + + +
+ + +
72.00%
+ + +
90.75%
+
+
+
+ + + +
+ + +
77.80%
+ + +
93.76%
+
+
+
+ + + +
+ + +
77.73%
+ + +
93.68%
+
+
+
+ + + +
+ + +
80.02%
+ + +
95.10%
+
+
+
+ + + +
+ + +
69.82%
+ + +
89.60%
+
+
+
+ + + +
+ + +
77.59%
+ + +
93.96%
+
+
+
+ + + +
+ + +
41.32%
+ + +
66.24%
+
+
+
+ + + +
+ + +
69.45%
+ + +
89.15%
+
+
+
+ + + +
+ + +
71.07%
+ + +
89.86%
+
+
+
+ + + +
+ + +
71.26%
+ + +
90.19%
+
+
+
+ + + +
+ + +
71.63%
+ + +
90.27%
+
+
+
+ + + +
+ + +
74.93%
+ + +
92.38%
+
+
+
+ + + +
+ + +
71.82%
+ + +
90.63%
+
+
+
+ + + +
+ + +
76.45%
+ + +
93.01%
+
+
+
+ + + +
+ + +
76.13%
+ + +
92.90%
+
+
+
+ + + +
+ + +
69.68%
+ + +
89.05%
+
+
+
+ + + +
+ + +
76.03%
+ + +
92.94%
+
+
+
+ + + +
+ + +
57.64%
+ + +
80.40%
+
+
+
+ + + +
+ + +
58.39%
+ + +
81.01%
+
+
+
+ + + +
+ + +
70.95%
+ + +
89.84%
+
+
+
+ + + +
+ + +
71.08%
+ + +
89.82%
+
+
+
+ + + +
+ + +
74.02%
+ + +
91.84%
+
+
+
+ + + +
+ + +
71.97%
+ + +
91.00%
+
+
+
+ + + +
+ + +
56.61%
+ + +
81.01%
+
+
+
+ + + +
+ + +
75.91%
+ + +
92.42%
+
+
+
+ +
+ + +
Undefined
+
+
+
+ +
+ + +
Undefined
+
+
+
+
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Caffe
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TensorFlow
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CPU: Intel(R) Core(TM) i7-8700 CPU @ 3.20GHz, CPU family: x86_64, GPU: Intel(R) UHD Graphics 630 [0x3e92] (iGPU), RAM size: 65714744 kB, OS family: Linux, OS version: Linux-5.15.0-71-generic-x86_64-with-glibc2.29, Python version: 3.8.10
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N/AN/A
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N/AN/A
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N/AN/A
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N/AN/A
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N/AN/A
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N/AN/A
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1310.8084654.556
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N/AN/A
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N/AN/A
+
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N/AN/A
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+
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reidentification +
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face-reidentification-retail-0095
+
+
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OpenVINO DLDT
+
+
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1x3x128x128
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1
8
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+
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+ + + + +
436.032503.844
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445.196460.481
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N/AN/A
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N/AN/A
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+ + + +
204.036
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340.341
+
+ + + +
+ + + +
246.76
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515.677
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+ + + +
N/A
+ + + +
N/A
+
+ + + +
+ + +
-
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-
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N/AN/A
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N/AN/A
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+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+
+
+ + +
+
+ + + +
+ + + + +
699.975902.121
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779.8668.027
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+ + + +
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N/AN/A
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N/AN/A
+
+ + + +
+ + + +
140.802
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402.622
+
+ + + +
+ + + +
308.155
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579.382
+
+ + + +
+ + + +
N/A
+ + + +
N/A
+
+ + + +
+ + +
100.734
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105.131
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+ + + +
+ + + + +
N/AN/A
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N/AN/A
+
+ + + +
+ + + + +
N/AN/A
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N/AN/A
+
+
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+ + +
+
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+ + + + +
448.3953234.663
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1759.7643751.366
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N/AN/A
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N/AN/A
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+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
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+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+
+
human pose estimation +
+ + + +
human-pose-estimation-0001
+
+
+ + + +
OpenVINO DLDT
+
+
+ + + +
1x3x256x456
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+ +
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1
8
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+
+ + +
+
+ + + +
+ + + + +
25.33823.665
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22.51323.26
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+ + + +
+ + + + +
N/AN/A
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N/AN/A
+
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+ + + +
18.802
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19.3
+
+ + + +
+ + + +
34.102
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34.953
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+ + + +
+ + + +
N/A
+ + + +
N/A
+
+ + + +
+ + +
-
+ + +
-
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+ + + + +
N/AN/A
+ + + + +
N/AN/A
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+ + + +
+ + + + +
N/AN/A
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N/AN/A
+
+
+
+ + +
+
+ + + +
+ + + + +
40.82240.489
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33.34433.542
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+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + +
21.608
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21.841
+
+ + + +
+ + + +
38.411
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39.695
+
+ + + +
+ + + +
N/A
+ + + +
N/A
+
+ + + +
+ + +
9.972
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10.003
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+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
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+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+
+
+ + +
+
+ + + +
+ + + + +
155.605232.826
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207.571223.514
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+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+
+
image processing +
+ + + +
single-image-super-resolution-1032
+ + + +
single-image-super-resolution-1033
+
+
+ + + +
OpenVINO DLDT
+ + + +
OpenVINO DLDT
+
+
+ + + +
1x3x270x480, 1x3x1080x1920
+ + + +
1x3x360x640, 1x3x1080x1920
+
+ + +
+ + + +
1
+
+ + + + + + +
1
8
+
+
+ + + + +
+
+ +
+ + + + +
7.9478.863
+
+ +
+ + + + +
N/AN/A
+
+ +
+ + + +
12.214
+
+ +
+ + + +
12.341
+
+ +
+ + + +
N/A
+
+ +
+ + +
-
+
+ +
+ + + + +
N/AN/A
+
+ +
+ + + + +
N/AN/A
+
+
+
+ + + +
+ + + + +
6.3537.189
+ + + + +
6.2526.824
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + +
9.029
+ + + +
8.979
+
+ + + +
+ + + +
12.026
+ + + +
12.214
+
+ + + +
+ + + +
N/A
+ + + +
N/A
+
+ + + +
+ + +
-
+ + +
-
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+
+
+ + + + +
+
+ +
+ + + + +
10.82911.286
+
+ +
+ + + + +
N/AN/A
+
+ +
+ + + +
13.454
+
+ +
+ + + +
13.631
+
+ +
+ + + +
N/A
+
+ +
+ + +
2.948
+
+ +
+ + + + +
N/AN/A
+
+ +
+ + + + +
N/AN/A
+
+
+
+ + + +
+ + + + +
8.7889.334
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8.359.009
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + +
10.088
+ + + +
10.087
+
+ + + +
+ + + +
13.377
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13.804
+
+ + + +
+ + + +
N/A
+ + + +
N/A
+
+ + + +
+ + +
2.654
+ + +
-
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+
+
+ + + + +
+
+ +
+ + + + +
56.95578.36
+
+ +
+ + + + +
N/AN/A
+
+ +
+ + + + +
N/AN/A
+
+ +
+ + + + +
N/AN/A
+
+
+
+ + + +
+ + + + +
49.91265.458
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50.59538.023
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+
+
image retrieval +
+ + + +
image-retrieval-0001
+
+
+ + + +
OpenVINO DLDT
+
+
+ + + +
1x224x224x3
+
+ +
+ + + + + + +
1
8
+
+
+ + +
+
+ + + +
+ + + + +
394.459411.081
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351.589363.972
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + +
195.973
+ + + +
280.866
+
+ + + +
+ + + +
285.549
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486.775
+
+ + + +
+ + + +
N/A
+ + + +
N/A
+
+ + + +
+ + +
-
+ + +
-
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+
+
+ + +
+
+ + + +
+ + + + +
612.168657.681
+ + + + +
519.312462.049
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + +
185.895
+ + + +
315.752
+
+ + + +
+ + + +
315.049
+ + + +
563.506
+
+ + + +
+ + + +
N/A
+ + + +
N/A
+
+ + + +
+ + +
81.421
+ + +
84.778
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+
+
+ + +
+
+ + + +
+ + + + +
578.4072512.352
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1607.7652459.089
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+ + + +
+ + + + +
N/AN/A
+ + + + +
N/AN/A
+
+
+
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Task typeTopology nameFrameworkInput blob sizesBatch size + + + + + +
CPU: Intel(R) Core(TM) i3-8100 CPU @ 3.60GHz, CPU family: x86_64, GPU: Undefined, RAM size: 32743400 kB, OS family: Linux, OS version: Linux-5.15.0-71-generic-x86_64-with-glibc2.29, Python version: 3.8.10
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Caffe
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CPU
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FP32
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TensorFlow
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CPU
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FP32
Latency ModeThroughput Mode
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CPU: Intel(R) Core(TM) i7-8700 CPU @ 3.20GHz, CPU family: x86_64, GPU: Intel(R) Gen9 HD Graphics (iGPU), RAM size: 65714744 kB, OS family: Linux, OS version: Linux-5.15.0-71-generic-x86_64-with-glibc2.29, Python version: 3.8.10
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CPU: Intel(R) Xeon(R) Gold 6138 CPU @ 2.00GHz, CPU family: x86_64, GPU: Undefined, RAM size: 526963316 kB, OS family: Linux, OS version: Linux-5.15.0-71-generic-x86_64-with-glibc2.29, Python version: 3.8.10
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classification +
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alexnet
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densenet-121
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efficientnet-b0
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efficientnet-b0-pytorch
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mobilenet-v2-1.0-224
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octave-resnet-26-0.25
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pelee-coco
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10.83811.279
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N/AN/A
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13.231
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14.292
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+ +
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N/A
+
+ +
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0.871
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N/AN/A
+
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N/AN/A
+
+
+
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+ + + + +
8.7999.315
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8.3319.005
+
+ + + +
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N/AN/A
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N/AN/A
+
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9.452
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9.526
+
+ + + +
+ + + +
11.75
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12.122
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N/A
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N/A
+
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0.828
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-
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N/AN/A
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N/AN/A
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N/AN/A
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N/AN/A
+
+
+
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+
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55.31475.425
+
+ +
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N/AN/A
+
+ +
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N/AN/A
+
+ +
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N/AN/A
+
+
+
+ + + +
+ + + + +
49.51362.467
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49.78338.526
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N/AN/A
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N/AN/A
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N/AN/A
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N/AN/A
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N/AN/A
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N/AN/A
+
+
+
image retrieval +
+ + + +
image-retrieval-0001
+
+
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OpenVINO DLDT
+
+
+ + + +
1x224x224x3
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+ +
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1
8
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+
+ + +
+
+ + + +
+ + + + +
387.486405.174
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354.026366.875
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N/AN/A
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N/AN/A
+
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+ + +
82.065
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84.785
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N/AN/A
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N/AN/A
+
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N/AN/A
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N/AN/A
+
+
+
+ + +
+
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+ + + + +
612.211665.773
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521.682460.748
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N/AN/A
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N/AN/A
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192.05
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310.765
+
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305.553
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561.112
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N/A
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N/A
+
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81.639
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84.779
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N/AN/A
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N/AN/A
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N/AN/A
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N/AN/A
+
+
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+
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+ + + + +
564.3042558.64
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1516.252401.532
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N/AN/A
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N/AN/A
+
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N/AN/A
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N/AN/A
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N/AN/A
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N/AN/A
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