update CPU benchmarks

Lednik7 · May 3, 2022 · 9708705 · 9708705
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 # CPU benchmarks
 Run on Intel (R) Xeon (R) CPU @ 2.30 GHz with 2 cores (Google Colab session)
 
-| ONNX   |   batch |   encode_image |   encode_text |  total |
-|:------|--------:|---------------:|--------------:|----------:|
-| ViT-B/32  |       2 |          0.399 |         0.219 |     0.618 |
-| ViT-B/32  |       8 |          1.206 |         0.791 |     1.997 |
-| ViT-B/32  |      16 |          2.342 |         1.542 |     3.884 |
-| ViT-B/32  |      32 |          4.583 |         3.199 |     7.782 |
-| ViT-B/32  |      64 |          9.372 |         6.885 |    16.257 |
+| ONNX     |   batch |   encode_image |   encode_text |   total |
+|:---------|--------:|---------------:|--------------:|--------:|
+| ViT-B/32 |       2 |          0.234 |         0.162 |   0.396 |
+| ViT-B/32 |       8 |          0.923 |         0.656 |   1.579 |
+| ViT-B/32 |      16 |          2.079 |         1.288 |   3.367 |
+| ViT-B/32 |      32 |          3.937 |         2.658 |   6.595 |
+| ViT-B/32 |      64 |          7.944 |         5.567 |  13.511 |
 
-| TORCH   |   batch |   encode_image |   encode_text |  total |
-|:------|--------:|---------------:|--------------:|----------:|
-| ViT-B/32 |       2 |          0.402 |         0.269 |     0.671 |
-| ViT-B/32 |       8 |          1.21  |         0.849 |     2.059 |
-| ViT-B/32 |      16 |          2.329 |         1.678 |     4.007 |
-| ViT-B/32 |      32 |          4.662 |         3.492 |     8.154 |
-| ViT-B/32 |      64 |          9.487 |         7.049 |    16.536 |
+| TORCH    |   batch |   encode_image |   encode_text |   total |
+|:---------|--------:|---------------:|--------------:|--------:|
+| ViT-B/32 |       2 |          0.343 |         0.243 |   0.586 |
+| ViT-B/32 |       8 |          1.093 |         0.831 |   1.924 |
+| ViT-B/32 |      16 |          1.952 |         1.523 |   3.475 |
+| ViT-B/32 |      32 |          4.079 |         3.015 |   7.094 |
+| ViT-B/32 |      64 |          8.07  |         6.212 |  14.282 |
 
 # GPU benchmarks
 Run on NVIDIA Tesla K80 (Google Colab session)