Initial Issues with Deepstack

After using Deepstack for a few days the following issues have presented themselves:

  1. https://dev.deepstack.cc does not work.
  2. The Windows Binary is not downloading due to the AWS account being suspended.
  3. The GPU docker image does not work. It accepts the data and does not provide any results.
  4. The performance of the docker container diminishes over time. By the time it reaches 4000 images processed the performance is 50% of the initial performance. At over 10,000 images it is 1/3.
  5. user_id deletion processes but does not really delete.
  6. It does not look like there has been any development on this library since 01/2022 (9 months ago)
  7. There needs to be more documentation for troubleshooting and the Python SDK.
  8. There should be more useful examples for processing bulk image sets.

Running this on a 16 core Ubuntu machine with NVIDIA GPU.
NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7

Initial Time to recognize:

[GIN] 2022/09/29 - 03:54:36 | 200 |     577.776µs |      172.17.0.1 | POST     "/v1/vision/face/list"
[GIN] 2022/09/29 - 03:55:46 | 200 |     617.777µs |      172.17.0.1 | POST     "/v1/vision/face/list"
[GIN] 2022/09/29 - 04:00:39 | 200 |  189.173032ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:40 | 200 |   88.353643ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:40 | 200 |   72.676542ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:40 | 200 |    96.57122ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:40 | 200 |   88.925188ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:40 | 200 |   70.900397ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:40 | 200 |    83.96073ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:41 | 200 |   70.461327ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:41 | 200 |   76.872128ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:41 | 200 |   75.428364ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:41 | 200 |   84.244294ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:41 | 200 |    86.49838ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:42 | 200 |  109.295775ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:42 | 200 |  134.237096ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:43 | 200 |  140.639004ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:43 | 200 |  141.577347ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:44 | 200 |    93.33147ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 04:00:44 | 200 |  115.334535ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"

after 2500 images processed:

[GIN] 2022/09/29 - 14:38:36 | 200 |  772.634919ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:37 | 200 |  777.319854ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:38 | 200 |  468.282797ms |      172.17.0.1 | POST     "/v1/vision/face/register"
[GIN] 2022/09/29 - 14:38:39 | 200 |  860.508599ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:40 | 200 |  897.283475ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:41 | 200 |  729.966623ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:43 | 200 |  842.145035ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:44 | 200 |  791.366738ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:45 | 200 |   697.12469ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:47 | 200 |  910.360793ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:48 | 200 |  746.063951ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:49 | 200 |  817.707665ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:50 | 200 |  809.435352ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"
[GIN] 2022/09/29 - 14:38:51 | 200 |    854.4128ms |      172.17.0.1 | POST     "/v1/vision/face/recognize"

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