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Location |
Details |
| ✔️ |
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Successfully created `ModelDescr` instance. |
| ✔️ |
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bioimageio.spec format validation model 0.5.9 |
| ⚠ |
documentation |
No '# Validation' (sub)section found in README.md. |
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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 |
| ⚠ |
outputs.1.sample_tensor |
Needs to be filled for FAIR compliance |
| ✔️ |
weights.onnx |
Created conda environment '4d82a6bc4511b4ad0459f190edebc373e2ca235c8452606867e45b1507100a34' |
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weights.onnx |
Reproduce test outputs from test inputs (onnx) |
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weights.onnx |
Output `classes`: all elements agree with expected values.
Max relative difference not accounted for by absolute tolerance (1.00e-03):
0.00e+00 (= \|3.18e-01 - 3.18e-01\|/\|3.18e-01 + 1e-6\|) at {'batch': np.int64(0), 'channel': np.int64(0)}
Max absolute difference not accounted for by relative tolerance (1.00e-03):
0.00e+00 (= \|2.9347383e-04 - 2.9359723e-04\|) at {'batch': np.int64(0), 'channel': np.int64(8)} |
| ℹ |
weights.onnx |
Output `features`: all elements agree with expected values.
Max relative difference not accounted for by absolute tolerance (1.00e-03):
0.00e+00 (= \|1.52e-01 - 1.52e-01\|/\|1.52e-01 + 1e-6\|) at {'batch': np.int64(0), 'channel': np.int64(0)}
Max absolute difference not accounted for by relative tolerance (1.00e-03):
0.00e+00 (= \|2.2174418e-04 - 2.2174467e-04\|) at {'batch': np.int64(0), 'channel': np.int64(341)} |
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weights.onnx |
recommended conda environment (Reproduce test outputs from test inputs (onnx)) |
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%YAML 1.2
---
channels:
- conda-forge
- nodefaults
dependencies:
- conda-forge::bioimageio.core>=0.9.4
- onnxruntime
- pip
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weights.onnx |
conda compare (Reproduce test outputs from test inputs (onnx)) |
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Success. All the packages in the specification file are present in the environment with matching
version and build string. |
| ✔️ |
weights.onnx |
Run onnx inference for inputs with batch_size: 1 and size parameter n: 0 |