exadel-inc / exadel-inc/CompreFace

SubCenter-ArcFace-r100-gpu docker cannot find face

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Description

**Describe the bug**
SubCenter-ArcFace-r100-gpu docker cannot find face

**To Reproduce**
Steps to reproduce the behavior:
1. docker pull exadel/compreface-core:0.6.1-arcface-r100-gpu
2. docker run -dp 3000:3000 --gpus all --name compreface-core-gpu exadel/compreface-core:0.6.1-arcface-r100-gpu
3. docker cp compreface-core-gpu:/app/ml embedding-calculator/benchmark.sh
4. docker exec -it compreface-core-gpu /bin/bash
5. cd /app/ml
6. chmod 777 benchmark.sh
7. ./benchmark.sh

--- Run benchmark with ./sample_images/008_B.jpg (135756 bytes) ---
Error: No embedding in response
Concurrency Level: 1
Time per request: 40.837 [ms] (mean)
Time per request: 40.837 [ms] (mean, across all concurrent requests)

--- Run benchmark with ./sample_images/001_A.jpg (2467788 bytes) ---
Error: No embedding in response
Concurrency Level: 1
Time per request: 867.224 [ms] (mean)
Time per request: 867.224 [ms] (mean, across all concurrent requests)

**Screenshots**
008_B.jpg
![008_B](https://user-images.githubusercontent.com/7421901/149865532-73e73965-5c53-4be2-aa5e-06108c69bb65.jpg)

001_A.jpg
![001_A](https://user-images.githubusercontent.com/7421901/149865598-75bf3b71-3b73-4aa3-b027-25c59fa7a3d6.jpg)

**Server (please complete the following information):**
- OS: CentOS Linux release 8.5.2111
- Docker version 20.10.12, build e91ed57
- GPU NVIDIA GeForce RTX 3070
- nvidia-smi
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 495.29.05 Driver Version: 495.29.05 CUDA Version: 11.5 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 NVIDIA GeForce ... Off | 00000000:03:00.0 Off | N/A |
| 0% 39C P8 14W / 220W | 3048MiB / 7982MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+

+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| 0 N/A N/A 5016 C /usr/bin/python3.7 537MiB |
| 0 N/A N/A 65213 C uwsgi 2509MiB |
+-----------------------------------------------------------------------------+

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