Update app.py
Browse files
app.py
CHANGED
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@@ -37,8 +37,8 @@ def compile_model(model_name, vmem_value, lpmem_value):
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with tempfile.TemporaryDirectory() as out_dir:
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print(f"Created temporary directory: {out_dir}")
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vmem_size_limit = int(vmem_value *
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lpmem_size_limit = int(lpmem_value *
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# Run the model fitter
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success, results = sr100_model_compiler.sr100_model_optimizer(
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@@ -60,24 +60,24 @@ def compile_model(model_name, vmem_value, lpmem_value):
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else:
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output_text = 'FAILURE, model does not fit on SR100'
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weights_size = results['weights_size'] /
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arena_size = results['arena_cache_size'] /
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clock = results['core_clock'] / 1.0e6
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output_text += f'<br>clock = {clock:0.1f} MHz'
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output_text += f'<br>Model size = {weights_size:0.
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output_text += f'<br>Arena cache size = {arena_size:0.
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output_text += f'<br>model loc {results["model_loc"]}'
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vmem_size = results['vmem_size'] /
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lpmem_size = results['lpmem_size'] /
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vmem_perc = results['vmem_size'] * 100.0 / results['vmem_size_limit']
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lpmem_perc = results['lpmem_size'] * 100.0 / results['lpmem_size_limit']
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output_text += f'<br>vmem_size = {vmem_size:0.
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output_text += f'<br>lpmem_size = {lpmem_size:0.
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return output_text
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@@ -92,8 +92,8 @@ with gr.Blocks() as demo:
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# Setup model inputs
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with gr.Row():
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vmem_slider = gr.Slider(minimum=0, maximum=
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lpmem_slider = gr.Slider(minimum=0, maximum=
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# Setup model compile
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model_dropdown = gr.Dropdown(
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with tempfile.TemporaryDirectory() as out_dir:
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print(f"Created temporary directory: {out_dir}")
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vmem_size_limit = int(vmem_value * 1000)
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lpmem_size_limit = int(lpmem_value * 1000)
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# Run the model fitter
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success, results = sr100_model_compiler.sr100_model_optimizer(
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else:
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output_text = 'FAILURE, model does not fit on SR100'
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weights_size = results['weights_size'] / 1000.0
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arena_size = results['arena_cache_size'] / 100.0
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clock = results['core_clock'] / 1.0e6
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output_text += f'<br>clock = {clock:0.1f} MHz'
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output_text += f'<br>Model size = {weights_size:0.3f} kB'
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output_text += f'<br>Arena cache size = {arena_size:0.3f} kB'
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output_text += f'<br>model loc = {results["model_loc"]}'
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output_text += f'<br>System config = {results["system_config"]}'
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vmem_size = results['vmem_size'] / 1000.0
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lpmem_size = results['lpmem_size'] / 1000.0
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vmem_perc = results['vmem_size'] * 100.0 / results['vmem_size_limit']
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lpmem_perc = results['lpmem_size'] * 100.0 / results['lpmem_size_limit']
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output_text += f'<br>vmem_size = {vmem_size:0.3f} kB ({vmem_perc:0.1f}%)'
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output_text += f'<br>lpmem_size = {lpmem_size:0.3f} kB ({lpmem_perc:0.1f}%)'
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return output_text
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# Setup model inputs
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with gr.Row():
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vmem_slider = gr.Slider(minimum=0, maximum=1536, step=1.024, label="Set total VMEM SRAM size available in kB", value=1536.0)
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lpmem_slider = gr.Slider(minimum=0, maximum=1536, step=1.024, label="Set total LPMEM SRAM size in kB", value=1536.0)
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# Setup model compile
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model_dropdown = gr.Dropdown(
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