diff --git a/README.md b/README.md index 301fef52..959a5a61 100755 --- a/README.md +++ b/README.md @@ -82,15 +82,12 @@ https://cloud.google.com/deep-learning-vm/ **Model:** `yolov3-spp.cfg` **Command:** `python3 train.py --img 416 --batch 32 --accum 2` -GPUs | `batch_size` | images/sec | epoch time | epoch cost ---- |---| --- | --- | --- -K80 | 64 (32x2) | 11 | 175 min | $0.58 -T4 | 64 (32x2) | 40 | 49 min | $0.29 -T4 x2 | 64 (64x1) | 61 | 32 min | $0.36 -V100 | 64 (32x2) | 122 | 16 min | $0.23 -V100 x2 | 64 (64x1) | 178 | 11 min | $0.31 -2080Ti | 64 (32x2) | 81 | 24 min | - -2080Ti x2 | 64 (64x1) | 140 | 14 min | - +GPU |n| `--batch --accum` | img/s | epoch
time | epoch
cost +--- |--- |--- |--- |--- |--- +K80 |1| 32 x 2 | 11 | 175 min | $0.58 +T4 |1
2| 32 x 2
64 x 1 | 41
61 | 48 min
32 min | $0.28
$0.36 +V100 |1
2| 32 x 2
64 x 1 | 122
**178** | 16 min
**11 min** | **$0.23**
$0.31 +2080Ti |1
2| 32 x 2
64 x 1 | 81
140 | 24 min
14 min | -
- # Inference