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Location |
Details |
| ✔️ |
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Successfully created `ModelDescr` instance. |
| ✔️ |
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bioimageio.spec format validation model 0.5.6 |
| ⚠ |
inputs.0.sample_tensor |
Needs to be filled for FAIR compliance |
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outputs.0.sample_tensor |
Needs to be filled for FAIR compliance |
| ❌ |
weights.pytorch_state_dict |
Reproduce test outputs from test inputs (pytorch_state_dict) |
| ❌ |
weights.pytorch_state_dict |
Output 'output0' disagrees with 7494 of 3932160 expected values (1905.8 ppm).
Max relative difference: 2.24e-02 (= \|2.88e-01 - 2.94e-01\|/\|2.94e-01 + 1e-6\|) at {'batch': np.int64(0), 'channel': np.int64(0), 'z': np.int64(14), 'y': np.int64(69), 'x': np.int64(180)}
Max absolute difference not accounted for by relative tolerance: 9.54e-03 (= \|6.3214809e-01 - 6.4168340e-01\|) at {'batch': np.int64(0), 'channel': np.int64(0), 'z': np.int64(14), 'y': np.int64(67), 'x': np.int64(178)}
Saved actual output to actual_output_output0_pytorch_state_dict.npy. |
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weights.pytorch_state_dict |
recommended conda environment (Reproduce test outputs from test inputs (pytorch_state_dict)) |
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%YAML 1.2
---
channels:
- pytorch
- conda-forge
- nodefaults
dependencies:
- conda-forge::bioimageio.core
- numpy >=2,<3
- pip
- pytorch==2.4.0
- torchaudio==2.4.0
- torchvision==0.19.0
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weights.pytorch_state_dict |
conda compare (Reproduce test outputs from test inputs (pytorch_state_dict)) |
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Success. All the packages in the specification file are present in the environment with matching
version and build string. |