Result details


Input model path: {{ model['model_path'] ? getFileName(model['model_path']) : null }}
Optimized model path: {{ model['model_output_path'] ? getFileName(model['model_output_path']) : null }}

Execution details

{{ model['execution_details'] ? getTooltip(model['execution_details']) : getTooltip(executionDetails) }}

Comparison

{{ model['acc_input_model'] && model['acc_optimized_model'] ? (((model['acc_optimized_model'] - model['acc_input_model']) * 100 / model['acc_input_model']) | number: '1.2-2') + '%' : '-' }}

Accuracy change

{{ model['perf_throughput_input_model'] && model['perf_throughput_optimized_model'] ? ((model['perf_throughput_optimized_model'] / model['perf_throughput_input_model']) | number: '1.1-1') + 'x' : '-' }}

Performance speedup

{{ model['size_input_model'] && model['size_optimized_model'] ? ((model['size_input_model'] / model['size_optimized_model']) | number: '1.1-1') + 'x' : '-' }}

Size ratio

{{ labels[0] }} model

{{ model['acc_input_model'] ? (model['acc_input_model'] * 100 | number: '1.2-2') : '-'}}

Accuracy [%]

{{ model['perf_throughput_input_model'] ? (model['perf_throughput_input_model'] | number: '1.2-2') : '-' }}

Performance [sample/sec]

{{ model['size_input_model'] ? model['size_input_model'] : '-' }}

Size [MB]

{{ labels[1] }} model

{{ model['acc_optimized_model'] ? (model['acc_optimized_model'] * 100 | number: '1.2-2') : '-' }}

Accuracy [%]

{{ model['perf_throughput_optimized_model'] ? (model['perf_throughput_optimized_model'] | number: '1.2-2') : '-' }}

Performance [sample/sec]

{{ model['size_optimized_model'] ? model['size_optimized_model'] : '-' }}

Size [MB]

Accuracy - tuning history

Duration - tuning history

Parameters comparison