fix(device): закреплён ONNX CPU для автоматического выбора
This commit is contained in:
1 parent
2b54f5bc9e
commit
937eafe8db
4 files changed
+35
-15
No files matched your search
+25
-3
@@ -1,6 +1,7 @@
|
||||
"""Tests for onnx-asr backend."""
|
||||
|
||||
import warnings
|
||||
from unittest.mock import MagicMock
|
||||
|
||||
import pytest
|
||||
|
||||
@@ -64,12 +65,12 @@ class TestEnsureModelAvailable:
|
||||
def with_timestamps(self):
|
||||
return self
|
||||
|
||||
def fake_load_model(*, model, quantization):
|
||||
def fake_load_model(*, model, quantization, providers):
|
||||
quantizations.append(quantization)
|
||||
return FakeAsrAdapter()
|
||||
|
||||
monkeypatch.setattr("onnx_asr.load_model", fake_load_model)
|
||||
monkeypatch.setattr("onnx_asr.load_vad", lambda model: None)
|
||||
monkeypatch.setattr("onnx_asr.load_vad", lambda model, **kwargs: None)
|
||||
|
||||
backend = OnnxAsrBackend(compute_type_explicit=False)
|
||||
model_id = backend.ensure_model_available(
|
||||
@@ -87,6 +88,26 @@ class TestEnsureModelAvailable:
|
||||
|
||||
|
||||
class TestCreateModel:
|
||||
def test_cpu_provider_is_explicit_for_asr_and_vad(self, monkeypatch):
|
||||
"""Доступность CoreML/CUDA не меняет исполнение ASR и VAD."""
|
||||
monkeypatch.setattr(
|
||||
"onnxruntime.get_available_providers",
|
||||
lambda: ["CoreMLExecutionProvider", "CUDAExecutionProvider", "CPUExecutionProvider"],
|
||||
)
|
||||
load_asr = MagicMock()
|
||||
load_vad = MagicMock()
|
||||
monkeypatch.setattr("onnx_asr.load_model", load_asr)
|
||||
monkeypatch.setattr("onnx_asr.load_vad", load_vad)
|
||||
|
||||
OnnxAsrBackend().create_model("gigaam-v3-e2e-rnnt", "onnx", "int8")
|
||||
|
||||
load_asr.assert_called_once_with(
|
||||
model="gigaam-v3-e2e-rnnt",
|
||||
quantization="int8",
|
||||
providers=["CPUExecutionProvider"],
|
||||
)
|
||||
load_vad.assert_called_once_with("silero", providers=["CPUExecutionProvider"])
|
||||
|
||||
def test_wraps_vad_model_with_timestamps(self, monkeypatch):
|
||||
timestamped_model = object()
|
||||
|
||||
@@ -99,7 +120,7 @@ class TestCreateModel:
|
||||
return FakeVadAdapter()
|
||||
|
||||
monkeypatch.setattr("onnx_asr.load_model", lambda **kwargs: FakeAsrAdapter())
|
||||
monkeypatch.setattr("onnx_asr.load_vad", lambda model: object())
|
||||
monkeypatch.setattr("onnx_asr.load_vad", lambda model, **kwargs: object())
|
||||
|
||||
model = OnnxAsrBackend().create_model("gigaam-v3-e2e-rnnt", "onnx", "int8")
|
||||
|
||||
@@ -127,6 +148,7 @@ class TestCreateModel:
|
||||
return self
|
||||
|
||||
monkeypatch.setattr("onnx_asr.load_model", fake_load_model)
|
||||
monkeypatch.setattr("onnx_asr.load_vad", lambda model, **kwargs: None)
|
||||
|
||||
backend = OnnxAsrBackend()
|
||||
backend.actual_compute_type = "int8"
|
||||
|
||||
+5
-5
@@ -66,17 +66,17 @@ def test_detect_device_explicit_passthrough():
|
||||
assert detect_device("openvino-cpu") == "openvino-cpu"
|
||||
|
||||
|
||||
def test_detect_device_auto_cuda_when_nvidia_smi_available():
|
||||
"""При доступном nvidia-smi auto выбирает CUDA."""
|
||||
def test_detect_device_auto_onnx_when_nvidia_smi_available():
|
||||
"""При доступном nvidia-smi auto остаётся на ONNX CPU."""
|
||||
with patch(
|
||||
"local_transcriber.utils.shutil.which", return_value="/usr/bin/nvidia-smi"
|
||||
"shutil.which", return_value="/usr/bin/nvidia-smi"
|
||||
):
|
||||
assert detect_device("auto") == "cuda"
|
||||
assert detect_device("auto") == "onnx"
|
||||
|
||||
|
||||
def test_detect_device_auto_onnx_without_cuda():
|
||||
"""Без CUDA auto выбирает ONNX CPU."""
|
||||
with patch("local_transcriber.utils.shutil.which", return_value=None):
|
||||
with patch("shutil.which", return_value=None):
|
||||
assert detect_device("auto") == "onnx"
|
||||
|
||||
|
||||
|
||||
Reference in new issue
Block a user