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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,10 +1,10 @@ | ||
| from furiosa.models.vision import EfficientNetB0 | ||
| from furiosa.runtime import session | ||
| from furiosa.runtime.sync import create_runner | ||
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| image = "tests/assets/cat.jpg" | ||
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| effnetb0 = EfficientNetB0() | ||
| with session.create(effnetb0.model_source()) as sess: | ||
| with create_runner(effnetb0.model_source()) as runner: | ||
| inputs, _ = effnetb0.preprocess(image) | ||
| outputs = sess.run(inputs) | ||
| outputs = runner.run(inputs) | ||
| effnetb0.postprocess(outputs) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,10 +1,10 @@ | ||
| from furiosa.models.vision import EfficientNetV2s | ||
| from furiosa.runtime import session | ||
| from furiosa.runtime.sync import create_runner | ||
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| image = "tests/assets/cat.jpg" | ||
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| effnetv2s = EfficientNetV2s() | ||
| with session.create(effnetv2s.model_source()) as sess: | ||
| with create_runner(effnetv2s.model_source()) as runner: | ||
| inputs, _ = effnetv2s.preprocess(image) | ||
| outputs = sess.run(inputs) | ||
| outputs = runner.run(inputs) | ||
| effnetv2s.postprocess(outputs) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,10 +1,10 @@ | ||
| from furiosa.models.vision import ResNet50 | ||
| from furiosa.runtime import session | ||
| from furiosa.runtime.sync import create_runner | ||
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| image = "tests/assets/cat.jpg" | ||
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| resnet50 = ResNet50() | ||
| with session.create(resnet50.model_source()) as sess: | ||
| with create_runner(resnet50.model_source()) as runner: | ||
| inputs, _ = resnet50.preprocess(image) | ||
| outputs = sess.run(inputs) | ||
| outputs = runner.run(inputs) | ||
| resnet50.postprocess(outputs) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,10 +1,10 @@ | ||
| from furiosa.models.vision import SSDMobileNet | ||
| from furiosa.runtime import session | ||
| from furiosa.runtime.sync import create_runner | ||
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| image = ["tests/assets/cat.jpg"] | ||
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| mobilenet = SSDMobileNet() | ||
| with session.create(mobilenet.model_source()) as sess: | ||
| with create_runner(mobilenet.model_source()) as runner: | ||
| inputs, contexts = mobilenet.preprocess(image) | ||
| outputs = sess.run(inputs) | ||
| outputs = runner.run(inputs) | ||
| mobilenet.postprocess(outputs, contexts[0]) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,10 +1,10 @@ | ||
| from furiosa.models.vision import SSDMobileNet | ||
| from furiosa.runtime import session | ||
| from furiosa.runtime.sync import create_runner | ||
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| image = ["tests/assets/cat.jpg"] | ||
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| mobilenet = SSDMobileNet("Rust") | ||
| with session.create(mobilenet.model_source()) as sess: | ||
| mobilenet = SSDMobileNet(postprocessor_type="Rust") | ||
| with create_runner(mobilenet.model_source()) as runner: | ||
| inputs, contexts = mobilenet.preprocess(image) | ||
| outputs = sess.run(inputs) | ||
| outputs = runner.run(inputs) | ||
| mobilenet.postprocess(outputs, contexts[0]) |
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