xujiashuai/tf_efficientnet_lite1
模型介绍文件和版本Pull Requests讨论分析
下载使用量0

tf_efficientnet_lite1.in1k - Ascend NPU 推理

模型信息

  • 模型: tf_efficientnet_lite1.in1k
  • 框架: PyTorch + torch_npu
  • 硬件: Ascend 910B4 NPU
  • 任务: 图像分类

推理输出证据

/usr/local/python3.11.14/lib/python3.11/site-packages/torch_npu/utils/collect_env.py:58: UserWarning: Warning: The /usr/local/Ascend/cann-8.5.1 owner does not match the current owner.
  warnings.warn(f"Warning: The {path} owner does not match the current owner.")
/usr/local/python3.11.14/lib/python3.11/site-packages/torch_npu/utils/collect_env.py:58: UserWarning: Warning: The /usr/local/Ascend/cann-8.5.1/aarch64-linux/ascend_toolkit_install.info owner does not match the current owner.
  warnings.warn(f"Warning: The {path} owner does not match the current owner.")
/usr/local/python3.11.14/lib/python3.11/site-packages/torch_npu/utils/_path_manager.py:66: UserWarning: Permission mismatch: The owner of /usr/local/python3.11.14/lib/python3.11/site-packages/torch_npu/lib/libop_plugin_atb.so does not match.
  warnings.warn(f"Permission mismatch: The owner of {path} does not match.")
/usr/local/python3.11.14/lib/python3.11/site-packages/torch_npu/utils/collect_env.py:58: UserWarning: Warning: The /usr/local/Ascend/cann-8.5.1 owner does not match the current owner.
  warnings.warn(f"Warning: The {path} owner does not match the current owner.")
/usr/local/python3.11.14/lib/python3.11/site-packages/torch_npu/utils/collect_env.py:58: UserWarning: Warning: The /usr/local/Ascend/cann-8.5.1/aarch64-linux/ascend_toolkit_install.info owner does not match the current owner.
  warnings.warn(f"Warning: The {path} owner does not match the current owner.")
/usr/local/python3.11.14/lib/python3.11/site-packages/torch_npu/utils/storage.py:43: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly.  To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
  if self.device.type != 'cpu':
模型: tf_efficientnet_lite1.in1k
设备: npu:0
精度: float32
------------------------------------------------------------
权重加载完成

--- CPU 推理 ---
输出形状: [1, 1000]
Logits 前5个: [-2.331806   1.1111616  0.9501603  1.4279033  1.7865694]
是否有 NaN: False
预测类别: 644

--- NPU 推理 (npu:0) ---
输出形状: [1, 1000]
Logits 前5个: [-2.3340743   1.112329    0.95059973  1.4286312   1.7862836 ]
是否有 NaN: False
预测类别: 644

--- 精度对比 ---
Cosine Similarity: 0.999998
Max Abs Error: 0.015044

--- 性能基准 ---
平均延迟: 7.00 ms (10轮)

✓ 推理完成
[LOG_WARNING] can not create directory, directory: /home/atomgit/ascend/log, possible reason: No such file or directory.path string is NULLpath string is NULL

使用方法

python inference.py --device npu:0 --dtype float32