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| Environment | Python | Keras | Tensorflow | PyTorch | CUDA | CUDNN | Transformer | Comment | |
|---|---|---|---|---|---|---|---|---|---|
| base | 3.7.3 | 2.8.0 | 2.8.0 | 1.7.1 | 10.0.130 | keras/cifar10 run but cuda is not activate | |||
| bio-env | 3.7.3 | 2.6.0 | 2.6.0 | 1.9.0 (vision/audio) | 10.2.89 | 4.8.1 | tensorflow export_saved_model error | ||
| audio-env | 2.2.5 | 1.14.0 | 11.3.1 | ||||||
| dgl-env | 1.9.0 | ||||||||
| graph-env | 3.8.10 | 2.4.3 | 2.3.1 | 1.7.0 | 10.2.89 | keras/cifar10 run but cuda is not activate | |||
| torch-env | 3.6.7 | 1.6.0 (vision/audio) | 10.2.89 | ||||||
| transformer | 3.8.13 | 2.8.0 | 2.8.0 | Keras ViT test3.py slow | |||||
| motion | 3.7.11 | (vision/audio) | 10.1.243 | Huggingface ViT hf_vit.py verbose | |||||
| tf20-gpu | 3.8.13 | 2.8.0 | 2.0.0 | 10.0.130 | 7.6.0 | ||||
| tf26-gpu | 3.8.13 | 2.6.0 | 2.6.0 | 11.3.1 | 8.2.1 | ||||
| tf28-gpu | 3.8.13 | 2.8.0 | 2.8.0 | 11.3.1 | 8.2.1 | ||||
| tf28-nogpu | 3.8.13 | 2.8.0 | 2.8.0 | 11.0.221 | 8.2.1 |
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