Commit
•
0c72d9c
1
Parent(s):
3eb84ee
Update app.py
Browse files
app.py
CHANGED
@@ -36,7 +36,7 @@ sparse_ic_pipeline = Pipeline.create(
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task=task,
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model_path="zoo:cv/classification/resnet_v1-50/pytorch/sparseml/imagenet/pruned95_quant-none",
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class_names = classes,
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top_k =
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)
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def run_pipeline(image):
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@@ -47,7 +47,7 @@ def run_pipeline(image):
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sparse_result = dict(sparse_output)
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sparse_end = time.perf_counter()
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sparse_duration = (sparse_end - sparse_start) * 1000.0
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dict_r = {sparse_result['labels'][0]:sparse_result['scores'][0]/100,sparse_result['labels'][1]:sparse_result['scores'][1]/100, }
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return dict_r, sparse_duration
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@@ -66,7 +66,7 @@ with gr.Blocks() as demo:
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image = gr.Image(type="pil",shape=(224, 224))
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btn = gr.Button("Classify Image")
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sparse_answers = gr.Label(label="Sparse model answers",
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num_top_classes=
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)
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sparse_duration = gr.Number(label="Sparse Latency (ms):")
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gr.Examples([["lion.jpeg"],[ "bird.jpeg"],[ "cheetah.jpeg"]],inputs=[image],)
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task=task,
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model_path="zoo:cv/classification/resnet_v1-50/pytorch/sparseml/imagenet/pruned95_quant-none",
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class_names = classes,
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top_k = 3
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)
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def run_pipeline(image):
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sparse_result = dict(sparse_output)
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sparse_end = time.perf_counter()
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sparse_duration = (sparse_end - sparse_start) * 1000.0
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dict_r = {sparse_result['labels'][0]:sparse_result['scores'][0]/100,sparse_result['labels'][1]:sparse_result['scores'][1]/100,sparse_result['labels'][2]:sparse_result['scores'][2]/100 }
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return dict_r, sparse_duration
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image = gr.Image(type="pil",shape=(224, 224))
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btn = gr.Button("Classify Image")
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sparse_answers = gr.Label(label="Sparse model answers",
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num_top_classes=3
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)
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sparse_duration = gr.Number(label="Sparse Latency (ms):")
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gr.Examples([["lion.jpeg"],[ "bird.jpeg"],[ "cheetah.jpeg"]],inputs=[image],)
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