| import pytest |
| import subprocess |
| import sys |
|
|
| tmp_path='/data/local/tmp' |
| pkg_path=f'{tmp_path}/llama.cpp' |
| lib_path=f'{pkg_path}/lib' |
| bin_path=f'{pkg_path}/bin' |
|
|
| model='../gguf/Llama-3.2-1B-Instruct-Q4_0.gguf' |
| cli_pref=f'cd {pkg_path} && LD_LIBRARY_PATH={lib_path} ADSP_LIBRARY_PATH={lib_path} {bin_path}' |
|
|
|
|
| def run_cmd(cmd): |
| p = subprocess.run(cmd, text = True, stdout = subprocess.PIPE, stderr = subprocess.STDOUT) |
| sys.stdout.write(p.stdout) |
| assert(p.returncode == 0) |
|
|
|
|
| @pytest.mark.dependency() |
| def test_install(): |
| run_cmd(['adb', 'push', 'llama.cpp', f'{tmp_path}']) |
| run_cmd(['adb', 'shell', f'chmod 755 {bin_path}/*']) |
|
|
|
|
| |
| def run_llama_cli(dev, opts): |
| prompt='what is the most popular cookie in the world?\nPlease provide a very brief bullet point summary.\nBegin your answer with **BEGIN**.' |
| opts = '--batch-size 128 -n 128 -no-cnv --seed 42 ' + opts |
| run_cmd(['adb', 'shell', f'{cli_pref}/llama-cli -m {model} --device {dev} -ngl 99 -t 4 {opts} -p "{prompt}"']) |
|
|
|
|
| @pytest.mark.dependency(depends=['test_install']) |
| def test_llama_cli_cpu(): |
| run_llama_cli('none', '-ctk q8_0 -ctv q8_0 -fa on') |
|
|
|
|
| @pytest.mark.dependency(depends=['test_install']) |
| def test_llama_cli_gpu(): |
| run_llama_cli('GPUOpenCL', '-fa on') |
|
|
|
|
| @pytest.mark.dependency(depends=['test_install']) |
| def test_llama_cli_npu(): |
| run_llama_cli('HTP0', '-ctk q8_0 -ctv q8_0 -fa on') |
|
|
|
|
| |
| def run_llama_bench(dev): |
| run_cmd(['adb', 'shell', f'{cli_pref}/llama-bench -m {model} --device {dev} -ngl 99 --batch-size 128 -t 4 -p 128 -n 32']) |
|
|
|
|
| @pytest.mark.dependency(depends=['test_install']) |
| def test_llama_bench_cpu(): |
| run_llama_bench('none') |
|
|
|
|
| def test_llama_bench_gpu(): |
| run_llama_bench('GPUOpenCL') |
|
|
|
|
| def test_llama_bench_npu(): |
| run_llama_bench('HTP0') |
|
|
