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TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
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The new Apple M1 MLcompute Tensorflow2.4 not compatible with Numpy 1.20.1, after attempting installing ~>1.19.2, got error #220

Open xxl4tomxu98 opened 3 years ago

xxl4tomxu98 commented 3 years ago

OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Mac Air M1 Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue happens on mobile device: TensorFlow installed from (source or binary): Github Apple MLcompute repo TensorFlow version: 2.4 Python version: 3.8.6 Installed using virtualenv? pip? conda?: conda, miniforge3

After #48237, I uninstalled 1.20.1 and 1.18.5 and tried to install 1.19.2 or ~>1.19.2. error. I uninstalled numpy 1.20.1 and 1.18.5 and tried to install numpy~=1.19.2 and got this error:

ERROR: Failed building wheel for numpy Failed to build numpy ERROR: Could not build wheels for numpy which use PEP 517 and cannot be installed directly.

The original error was that non compatible issue between tf2.4 and np1.20.1.

calvalugo commented 3 years ago

The SciPy Ecosystem is currently unsupported on the M1 Macs.

xxl4tomxu98 commented 3 years ago

@calvalugo However, my issue appears to be related to numpy and tensorflow compatibility, not spicy.

c-juhwan commented 3 years ago

Are you trying to install numpy with pip? I've also seen this error when I tried to install with pip.

I tried to use conda and everything's now fine.

conda install numpy=1.19.5
xxl4tomxu98 commented 3 years ago

This part is also confusing. The apple mlcompute package of tf2.4 supposedly already has numpy included. I don’t know what version that is? I tried condo install of numpy and did not work

ManuelSchneid3r commented 3 years ago

@xxl4tomxu98 Check #153. And please close if resolved.