Browse Source
Fix image mode issue
Signed-off-by: Jael Gu <mengjia.gu@zilliz.com>
main
1 changed files with
2 additions and
1 deletions
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benchmark/run.py
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@ -49,7 +49,7 @@ query_data = query_data[:query_size] if query_size else query_data |
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# Warm up |
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# Warm up |
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print('Warming up...') |
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print('Warming up...') |
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op = ops.image_embedding.timm(model_name=model_name, device=device).get_op() |
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op = ops.image_embedding.timm(model_name=model_name, device=device).get_op() |
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dummy_input = numpy.random.randn(1, 3, op.config['input_size'][-2], op.config['input_size'][-1]) |
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dummy_input = numpy.random.randn(op.config['input_size'][0]) |
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dim = op(dummy_input).shape[0] |
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dim = op(dummy_input).shape[0] |
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print(f'output dim: {dim}') |
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print(f'output dim: {dim}') |
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@ -120,6 +120,7 @@ elif args.format == 'onnx': |
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@towhee.register |
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@towhee.register |
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def run_onnx(img): |
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def run_onnx(img): |
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img = img.convert('RGB') |
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img = op.tfms(img).cpu().detach().numpy() |
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img = op.tfms(img).cpu().detach().numpy() |
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features = sess.run(output_names=['output_0'], input_feed={'input_0': img})[0] |
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features = sess.run(output_names=['output_0'], input_feed={'input_0': img})[0] |
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if len(features.shape) == 4: |
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if len(features.shape) == 4: |
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