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car-detection-bayes
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Merge remote-tracking branch 'origin/master'

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Glenn Jocher 2019-03-21 17:26:36 +02:00
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@ -64,7 +64,7 @@ HS**V** Intensity | +/- 50%
## Speed
https://cloud.google.com/deep-learning-vm/
**Machine type:** n1-highmem-4 (4 vCPUs, 26 GB memory)
**Machine type:** n1-standard-8 (8 vCPUs, 30 GB memory)
**CPU platform:** Intel Skylake
**GPUs:** 1-4 x NVIDIA Tesla P100
**HDD:** 100 GB SSD
@ -72,9 +72,9 @@ https://cloud.google.com/deep-learning-vm/
GPUs | `batch_size` | speed | COCO epoch
--- |---| --- | ---
(P100) | (images) | (s/batch) | (min/epoch)
1 | 16 | 0.54s | 66min
2 | 32 | 0.99s | 61min
4 | 64 | 1.61s | 49min
1 | 16 | 0.39s | 48min
2 | 32 | 0.48s | 29min
4 | 64 | 0.65s | 20min
# Inference