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furiosa-ai / furiosa-models

FuriosaAI Model Zoo Project
https://furiosa-ai.github.io/furiosa-models/
Apache License 2.0
9 stars 6 forks source link

Apply patches from release branch #189

Closed furiosamg closed 5 months ago

furiosamg commented 5 months ago
furiosa-infra commented 5 months ago

Pip freeze result for efficientnet-b0

pip freeze result
aiobotocore==2.7.0
aiofiles==23.2.1
aiohttp==3.8.6
aiohttp-retry==2.8.3
aioitertools==0.11.0
aiosignal==1.3.1
amqp==5.2.0
annotated-types==0.6.0
antlr4-python3-runtime==4.9.3
anyio==4.4.0
appdirs==1.4.4
asgiref==3.8.1
asttokens==2.4.1
async-timeout==4.0.3
asyncssh==2.14.1
atpublic==4.0
attrs==23.1.0
billiard==4.2.0
boto3==1.28.64
botocore==1.31.64
celery==5.3.5
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
click-didyoumean==0.3.0
click-plugins==1.1.1
click-repl==0.3.0
cmake==3.29.3
colorama==0.4.6
comm==0.2.2
configobj==5.0.8
contourpy==1.2.1
cryptography==41.0.5
cycler==0.12.1
Cython==3.0.5
debugpy==1.8.1
decorator==5.1.1
Deprecated==1.2.14
dictdiffer==0.9.0
diskcache==5.6.3
distro==1.8.0
dnspython==2.6.1
dpath==2.1.6
dulwich==0.21.6
dvc==3.29.0
dvc-data==2.20.0
dvc-http==2.30.2
dvc-objects==1.2.0
dvc-render==0.6.0
dvc-s3==2.23.0
dvc-studio-client==0.15.0
dvc-task==0.3.0
email_validator==2.1.1
entrypoints==0.4
exceptiongroup==1.2.1
executing==2.0.1
fastapi==0.111.0
fastapi-cli==0.0.4
fastjsonschema==2.19.1
filelock==3.13.1
flatten-dict==0.4.2
flufl.lock==7.1.1
fonttools==4.52.4
frozenlist==1.4.0
fsspec==2023.10.0
funcy==2.0
furiosa-common==0.10.2
furiosa-device==0.10.2
furiosa-models @ file:///workspace/source
furiosa-native-device==0.2.2
furiosa-native-postprocess==0.10.0
furiosa-native-runtime==0.10.4
furiosa-quantizer==0.10.2
furiosa-quantizer-impl==0.10.1
furiosa-runtime==0.10.2
furiosa-server==0.10.2
furiosa-serving==0.10.2
gitdb==4.0.11
GitPython==3.1.40
googleapis-common-protos==1.63.0
grandalf==0.8
grpcio==1.64.0
grpcio-tools==1.48.2
gto==1.5.0
h11==0.14.0
httpcore==1.0.5
httptools==0.6.1
httpx==0.27.0
hydra-core==1.3.2
idna==3.4
importlib-metadata==7.0.0
importlib_resources==6.4.0
iniconfig==2.0.0
ipykernel==6.29.4
ipython==8.18.1
iterative-telemetry==0.0.8
jedi==0.19.1
Jinja2==3.1.4
jmespath==1.0.1
jsonschema==4.22.0
jsonschema-specifications==2023.12.1
jupyter_client==8.6.2
jupyter_core==5.7.2
kiwisolver==1.4.5
kombu==5.3.3
lit==18.1.6
markdown-it-py==3.0.0
MarkupSafe==2.1.5
matplotlib==3.9.0
matplotlib-inline==0.1.7
mdurl==0.1.2
mpmath==1.3.0
multidict==6.0.4
multipledispatch==1.0.0
nbclient==0.6.8
nbformat==5.10.4
nbmake==1.5.3
nest-asyncio==1.6.0
networkx==3.2.1
numpy==1.25.2
nvidia-cublas-cu11==11.10.3.66
nvidia-cuda-cupti-cu11==11.7.101
nvidia-cuda-nvrtc-cu11==11.7.99
nvidia-cuda-runtime-cu11==11.7.99
nvidia-cudnn-cu11==8.5.0.96
nvidia-cufft-cu11==10.9.0.58
nvidia-curand-cu11==10.2.10.91
nvidia-cusolver-cu11==11.4.0.1
nvidia-cusparse-cu11==11.7.4.91
nvidia-nccl-cu11==2.14.3
nvidia-nvtx-cu11==11.7.91
omegaconf==2.3.0
onnx==1.14.1
opencv-python-headless==4.8.0.76
opentelemetry-api==1.24.0
opentelemetry-exporter-otlp==1.24.0
opentelemetry-exporter-otlp-proto-common==1.24.0
opentelemetry-exporter-otlp-proto-grpc==1.24.0
opentelemetry-exporter-otlp-proto-http==1.24.0
opentelemetry-instrumentation==0.45b0
opentelemetry-instrumentation-asgi==0.45b0
opentelemetry-instrumentation-fastapi==0.45b0
opentelemetry-instrumentation-logging==0.45b0
opentelemetry-proto==1.24.0
opentelemetry-sdk==1.24.0
opentelemetry-semantic-conventions==0.45b0
opentelemetry-util-http==0.45b0
orjson==3.9.10
packaging==23.2
pandas==2.0.3
parso==0.8.4
pathspec==0.11.2
pexpect==4.9.0
pillow==10.3.0
platformdirs==3.11.0
pluggy==1.5.0
prometheus_client==0.20.0
prompt-toolkit==3.0.41
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==9.0.0
pyarrow==12.0.1
pycocotools==2.0.7
pycparser==2.21
pydantic==2.5.0
pydantic-settings==2.2.1
pydantic_core==2.14.1
pydot==1.4.2
pygit2==1.13.2
Pygments==2.16.1
pygtrie==2.5.0
pyparsing==3.1.1
pytest==8.2.1
pytest-asyncio==0.17.2
pytest-benchmark==4.0.0
python-dateutil==2.8.2
python-dotenv==1.0.1
python-multipart==0.0.9
pytz==2024.1
PyYAML==6.0.1
pyzmq==26.0.3
referencing==0.35.1
requests==2.31.0
rich==13.6.0
rpds-py==0.18.1
ruamel.yaml==0.18.5
ruamel.yaml.clib==0.2.8
s3fs==2023.10.0
s3transfer==0.7.0
scmrepo==1.4.1
semver==3.0.2
shellingham==1.5.4
shortuuid==1.0.11
shtab==1.6.4
six==1.16.0
smmap==5.0.1
sniffio==1.3.1
sqltrie==0.8.0
stack-data==0.6.3
starlette==0.37.2
sympy==1.12
tabulate==0.9.0
toml==0.10.2
tomli==2.0.1
tomlkit==0.12.3
torch==2.0.1
torchvision==0.15.2
tornado==6.4
tqdm==4.66.1
traitlets==5.14.3
triton==2.0.0
typer==0.12.3
typing_extensions==4.8.0
tzdata==2023.3
ujson==5.10.0
urllib3==1.26.18
uvicorn==0.30.0
uvloop==0.19.0
vine==5.1.0
voluptuous==0.14.0
watchfiles==0.22.0
wcwidth==0.2.10
websockets==12.0
wrapt==1.16.0
yarl==1.9.2
zc.lockfile==3.0.post1
zipp==3.19.0
furiosa-infra commented 5 months ago

Pip freeze result for ssd-resnet34

pip freeze result
aiobotocore==2.7.0
aiofiles==23.2.1
aiohttp==3.8.6
aiohttp-retry==2.8.3
aioitertools==0.11.0
aiosignal==1.3.1
amqp==5.2.0
annotated-types==0.6.0
antlr4-python3-runtime==4.9.3
anyio==4.4.0
appdirs==1.4.4
asgiref==3.8.1
asttokens==2.4.1
async-timeout==4.0.3
asyncssh==2.14.1
atpublic==4.0
attrs==23.1.0
billiard==4.2.0
black==23.11.0
boto3==1.28.64
botocore==1.31.64
celery==5.3.5
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
click-didyoumean==0.3.0
click-plugins==1.1.1
click-repl==0.3.0
cmake==3.29.3
colorama==0.4.6
comm==0.2.2
configobj==5.0.8
contourpy==1.2.1
cryptography==41.0.5
cycler==0.12.1
Cython==3.0.5
debugpy==1.8.1
decorator==5.1.1
Deprecated==1.2.14
dictdiffer==0.9.0
diskcache==5.6.3
distro==1.8.0
dnspython==2.6.1
dpath==2.1.6
dulwich==0.21.6
dvc==3.30.0
dvc-data==2.21.2
dvc-http==2.30.2
dvc-objects==1.2.0
dvc-render==0.6.0
dvc-s3==2.23.0
dvc-studio-client==0.15.0
dvc-task==0.3.0
email_validator==2.1.1
entrypoints==0.4
exceptiongroup==1.1.3
executing==2.0.1
fastapi==0.111.0
fastapi-cli==0.0.4
fastjsonschema==2.19.1
filelock==3.13.1
flatten-dict==0.4.2
flufl.lock==7.1.1
fonttools==4.52.4
frozenlist==1.4.0
fsspec==2023.10.0
funcy==2.0
furiosa-common==0.10.2
furiosa-device==0.10.2
furiosa-models @ file:///workspace/source
furiosa-native-device==0.2.2
furiosa-native-postprocess==0.10.0
furiosa-native-runtime==0.10.4
furiosa-quantizer==0.10.2
furiosa-quantizer-impl==0.10.1
furiosa-runtime==0.10.2
furiosa-server==0.10.2
furiosa-serving==0.10.2
gitdb==4.0.11
GitPython==3.1.40
googleapis-common-protos==1.63.0
grandalf==0.8
grpcio==1.64.0
grpcio-tools==1.48.2
gto==1.5.0
h11==0.14.0
httpcore==1.0.5
httptools==0.6.1
httpx==0.27.0
hydra-core==1.3.2
idna==3.4
importlib-metadata==7.0.0
importlib_resources==6.4.0
iniconfig==2.0.0
ipykernel==6.29.4
ipython==8.17.2
isort==5.12.0
iterative-telemetry==0.0.8
jedi==0.19.1
Jinja2==3.1.4
jmespath==1.0.1
jsonschema==4.22.0
jsonschema-specifications==2023.12.1
jupyter_client==8.6.2
jupyter_core==5.7.2
kiwisolver==1.4.5
kombu==5.3.3
lit==18.1.6
markdown-it-py==3.0.0
MarkupSafe==2.1.5
matplotlib==3.9.0
matplotlib-inline==0.1.6
mdurl==0.1.2
mpmath==1.3.0
multidict==6.0.4
multipledispatch==1.0.0
mypy-extensions==1.0.0
nbclient==0.6.8
nbformat==5.10.4
nbmake==1.5.3
nest-asyncio==1.6.0
networkx==3.2.1
numpy==1.25.2
nvidia-cublas-cu11==11.10.3.66
nvidia-cuda-cupti-cu11==11.7.101
nvidia-cuda-nvrtc-cu11==11.7.99
nvidia-cuda-runtime-cu11==11.7.99
nvidia-cudnn-cu11==8.5.0.96
nvidia-cufft-cu11==10.9.0.58
nvidia-curand-cu11==10.2.10.91
nvidia-cusolver-cu11==11.4.0.1
nvidia-cusparse-cu11==11.7.4.91
nvidia-nccl-cu11==2.14.3
nvidia-nvtx-cu11==11.7.91
omegaconf==2.3.0
onnx==1.14.1
opencv-python-headless==4.8.0.76
opentelemetry-api==1.24.0
opentelemetry-exporter-otlp==1.24.0
opentelemetry-exporter-otlp-proto-common==1.24.0
opentelemetry-exporter-otlp-proto-grpc==1.24.0
opentelemetry-exporter-otlp-proto-http==1.24.0
opentelemetry-instrumentation==0.45b0
opentelemetry-instrumentation-asgi==0.45b0
opentelemetry-instrumentation-fastapi==0.45b0
opentelemetry-instrumentation-logging==0.45b0
opentelemetry-proto==1.24.0
opentelemetry-sdk==1.24.0
opentelemetry-semantic-conventions==0.45b0
opentelemetry-util-http==0.45b0
orjson==3.9.10
packaging==23.2
pandas==2.0.3
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pillow==10.3.0
platformdirs==3.11.0
pluggy==1.5.0
prometheus_client==0.20.0
prompt-toolkit==3.0.41
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==9.0.0
pyarrow==12.0.1
pycocotools==2.0.7
pycparser==2.21
pydantic==2.5.1
pydantic-settings==2.2.1
pydantic_core==2.14.3
pydot==1.4.2
pygit2==1.13.2
Pygments==2.16.1
pygtrie==2.5.0
pyparsing==3.1.1
pytest==8.2.1
pytest-asyncio==0.17.2
pytest-benchmark==4.0.0
python-dateutil==2.8.2
python-dotenv==1.0.1
python-multipart==0.0.9
pytz==2024.1
PyYAML==6.0.1
pyzmq==26.0.3
referencing==0.35.1
requests==2.31.0
rich==13.7.0
rpds-py==0.18.1
ruamel.yaml==0.18.5
ruamel.yaml.clib==0.2.8
ruff==0.1.5
s3fs==2023.10.0
s3transfer==0.7.0
scmrepo==1.4.1
semver==3.0.2
shellingham==1.5.4
shortuuid==1.0.11
shtab==1.6.4
six==1.16.0
smmap==5.0.1
sniffio==1.3.1
sqltrie==0.8.0
stack-data==0.6.3
starlette==0.37.2
sympy==1.12
tabulate==0.9.0
tokenize-rt==5.2.0
toml==0.10.2
tomli==2.0.1
tomlkit==0.12.3
torch==2.0.1
torchvision==0.15.2
tornado==6.4
tqdm==4.66.1
traitlets==5.13.0
triton==2.0.0
typer==0.12.3
typing_extensions==4.8.0
tzdata==2023.3
ujson==5.10.0
urllib3==1.26.18
uvicorn==0.30.0
uvloop==0.19.0
vine==5.1.0
voluptuous==0.14.0
watchfiles==0.22.0
wcwidth==0.2.10
websockets==12.0
wrapt==1.16.0
yarl==1.9.2
zc.lockfile==3.0.post1
zipp==3.19.0
furiosa-infra commented 5 months ago

Pip freeze result for resnet50

pip freeze result
aiobotocore==2.7.0
aiofiles==23.2.1
aiohttp==3.8.6
aiohttp-retry==2.8.3
aioitertools==0.11.0
aiosignal==1.3.1
amqp==5.2.0
annotated-types==0.6.0
antlr4-python3-runtime==4.9.3
anyio==4.4.0
appdirs==1.4.4
asgiref==3.8.1
asttokens==2.4.1
async-timeout==4.0.3
asyncssh==2.14.1
atpublic==4.0
attrs==23.1.0
billiard==4.2.0
black==23.11.0
boto3==1.28.64
botocore==1.31.64
celery==5.3.5
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
click-didyoumean==0.3.0
click-plugins==1.1.1
click-repl==0.3.0
cmake==3.29.3
colorama==0.4.6
comm==0.2.2
configobj==5.0.8
contourpy==1.2.1
cryptography==41.0.5
cycler==0.12.1
Cython==3.0.5
debugpy==1.8.1
decorator==5.1.1
Deprecated==1.2.14
dictdiffer==0.9.0
diskcache==5.6.3
distro==1.8.0
dnspython==2.6.1
dpath==2.1.6
dulwich==0.21.6
dvc==3.30.0
dvc-data==2.21.2
dvc-http==2.30.2
dvc-objects==1.2.0
dvc-render==0.6.0
dvc-s3==2.23.0
dvc-studio-client==0.15.0
dvc-task==0.3.0
email_validator==2.1.1
entrypoints==0.4
exceptiongroup==1.1.3
executing==2.0.1
fastapi==0.111.0
fastapi-cli==0.0.4
fastjsonschema==2.19.1
filelock==3.13.1
flatten-dict==0.4.2
flufl.lock==7.1.1
fonttools==4.52.4
frozenlist==1.4.0
fsspec==2023.10.0
funcy==2.0
furiosa-common==0.10.2
furiosa-device==0.10.2
furiosa-models @ file:///workspace/source
furiosa-native-device==0.2.2
furiosa-native-postprocess==0.10.0
furiosa-native-runtime==0.10.4
furiosa-quantizer==0.10.2
furiosa-quantizer-impl==0.10.1
furiosa-runtime==0.10.2
furiosa-server==0.10.2
furiosa-serving==0.10.2
gitdb==4.0.11
GitPython==3.1.40
googleapis-common-protos==1.63.0
grandalf==0.8
grpcio==1.64.0
grpcio-tools==1.48.2
gto==1.5.0
h11==0.14.0
httpcore==1.0.5
httptools==0.6.1
httpx==0.27.0
hydra-core==1.3.2
idna==3.4
importlib-metadata==7.0.0
importlib_resources==6.4.0
iniconfig==2.0.0
ipykernel==6.29.4
ipython==8.17.2
isort==5.12.0
iterative-telemetry==0.0.8
jedi==0.19.1
Jinja2==3.1.4
jmespath==1.0.1
jsonschema==4.22.0
jsonschema-specifications==2023.12.1
jupyter_client==8.6.2
jupyter_core==5.7.2
kiwisolver==1.4.5
kombu==5.3.3
lit==18.1.6
markdown-it-py==3.0.0
MarkupSafe==2.1.5
matplotlib==3.9.0
matplotlib-inline==0.1.6
mdurl==0.1.2
mpmath==1.3.0
multidict==6.0.4
multipledispatch==1.0.0
mypy-extensions==1.0.0
nbclient==0.6.8
nbformat==5.10.4
nbmake==1.5.3
nest-asyncio==1.6.0
networkx==3.2.1
numpy==1.25.2
nvidia-cublas-cu11==11.10.3.66
nvidia-cuda-cupti-cu11==11.7.101
nvidia-cuda-nvrtc-cu11==11.7.99
nvidia-cuda-runtime-cu11==11.7.99
nvidia-cudnn-cu11==8.5.0.96
nvidia-cufft-cu11==10.9.0.58
nvidia-curand-cu11==10.2.10.91
nvidia-cusolver-cu11==11.4.0.1
nvidia-cusparse-cu11==11.7.4.91
nvidia-nccl-cu11==2.14.3
nvidia-nvtx-cu11==11.7.91
omegaconf==2.3.0
onnx==1.14.1
opencv-python-headless==4.8.0.76
opentelemetry-api==1.24.0
opentelemetry-exporter-otlp==1.24.0
opentelemetry-exporter-otlp-proto-common==1.24.0
opentelemetry-exporter-otlp-proto-grpc==1.24.0
opentelemetry-exporter-otlp-proto-http==1.24.0
opentelemetry-instrumentation==0.45b0
opentelemetry-instrumentation-asgi==0.45b0
opentelemetry-instrumentation-fastapi==0.45b0
opentelemetry-instrumentation-logging==0.45b0
opentelemetry-proto==1.24.0
opentelemetry-sdk==1.24.0
opentelemetry-semantic-conventions==0.45b0
opentelemetry-util-http==0.45b0
orjson==3.9.10
packaging==23.2
pandas==2.0.3
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pillow==10.3.0
platformdirs==3.11.0
pluggy==1.5.0
prometheus_client==0.20.0
prompt-toolkit==3.0.41
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==9.0.0
pyarrow==12.0.1
pycocotools==2.0.7
pycparser==2.21
pydantic==2.5.1
pydantic-settings==2.2.1
pydantic_core==2.14.3
pydot==1.4.2
pygit2==1.13.2
Pygments==2.16.1
pygtrie==2.5.0
pyparsing==3.1.1
pytest==8.2.1
pytest-asyncio==0.17.2
pytest-benchmark==4.0.0
python-dateutil==2.8.2
python-dotenv==1.0.1
python-multipart==0.0.9
pytz==2024.1
PyYAML==6.0.1
pyzmq==26.0.3
referencing==0.35.1
requests==2.31.0
rich==13.7.0
rpds-py==0.18.1
ruamel.yaml==0.18.5
ruamel.yaml.clib==0.2.8
ruff==0.1.5
s3fs==2023.10.0
s3transfer==0.7.0
scmrepo==1.4.1
semver==3.0.2
shellingham==1.5.4
shortuuid==1.0.11
shtab==1.6.4
six==1.16.0
smmap==5.0.1
sniffio==1.3.1
sqltrie==0.8.0
stack-data==0.6.3
starlette==0.37.2
sympy==1.12
tabulate==0.9.0
tokenize-rt==5.2.0
toml==0.10.2
tomli==2.0.1
tomlkit==0.12.3
torch==2.0.1
torchvision==0.15.2
tornado==6.4
tqdm==4.66.1
traitlets==5.13.0
triton==2.0.0
typer==0.12.3
typing_extensions==4.8.0
tzdata==2023.3
ujson==5.10.0
urllib3==1.26.18
uvicorn==0.30.0
uvloop==0.19.0
vine==5.1.0
voluptuous==0.14.0
watchfiles==0.22.0
wcwidth==0.2.10
websockets==12.0
wrapt==1.16.0
yarl==1.9.2
zc.lockfile==3.0.post1
zipp==3.19.0
furiosa-infra commented 5 months ago

Pip freeze result for yolov5

pip freeze result
aiobotocore==2.7.0
aiofiles==23.2.1
aiohttp==3.8.6
aiohttp-retry==2.8.3
aioitertools==0.11.0
aiosignal==1.3.1
amqp==5.2.0
annotated-types==0.6.0
antlr4-python3-runtime==4.9.3
anyio==4.4.0
appdirs==1.4.4
asgiref==3.8.1
asttokens==2.4.1
async-timeout==4.0.3
asyncssh==2.14.1
atpublic==4.0
attrs==23.1.0
billiard==4.2.0
black==23.11.0
boto3==1.28.64
botocore==1.31.64
celery==5.3.5
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
click-didyoumean==0.3.0
click-plugins==1.1.1
click-repl==0.3.0
cmake==3.29.3
colorama==0.4.6
comm==0.2.2
configobj==5.0.8
contourpy==1.2.1
cryptography==41.0.5
cycler==0.12.1
Cython==3.0.5
debugpy==1.8.1
decorator==5.1.1
Deprecated==1.2.14
dictdiffer==0.9.0
diskcache==5.6.3
distro==1.8.0
dnspython==2.6.1
dpath==2.1.6
dulwich==0.21.6
dvc==3.30.0
dvc-data==2.21.2
dvc-http==2.30.2
dvc-objects==1.2.0
dvc-render==0.6.0
dvc-s3==2.23.0
dvc-studio-client==0.15.0
dvc-task==0.3.0
email_validator==2.1.1
entrypoints==0.4
exceptiongroup==1.1.3
executing==2.0.1
fastapi==0.111.0
fastapi-cli==0.0.4
fastjsonschema==2.19.1
filelock==3.13.1
flatten-dict==0.4.2
flufl.lock==7.1.1
fonttools==4.52.4
frozenlist==1.4.0
fsspec==2023.10.0
funcy==2.0
furiosa-common==0.10.2
furiosa-device==0.10.2
furiosa-models @ file:///workspace/source
furiosa-native-device==0.2.2
furiosa-native-postprocess==0.10.0
furiosa-native-runtime==0.10.4
furiosa-quantizer==0.10.2
furiosa-quantizer-impl==0.10.1
furiosa-runtime==0.10.2
furiosa-server==0.10.2
furiosa-serving==0.10.2
gitdb==4.0.11
GitPython==3.1.40
googleapis-common-protos==1.63.0
grandalf==0.8
grpcio==1.64.0
grpcio-tools==1.48.2
gto==1.5.0
h11==0.14.0
httpcore==1.0.5
httptools==0.6.1
httpx==0.27.0
hydra-core==1.3.2
idna==3.4
importlib-metadata==7.0.0
importlib_resources==6.4.0
iniconfig==2.0.0
ipykernel==6.29.4
ipython==8.17.2
isort==5.12.0
iterative-telemetry==0.0.8
jedi==0.19.1
Jinja2==3.1.4
jmespath==1.0.1
jsonschema==4.22.0
jsonschema-specifications==2023.12.1
jupyter_client==8.6.2
jupyter_core==5.7.2
kiwisolver==1.4.5
kombu==5.3.3
lit==18.1.6
markdown-it-py==3.0.0
MarkupSafe==2.1.5
matplotlib==3.9.0
matplotlib-inline==0.1.6
mdurl==0.1.2
mpmath==1.3.0
multidict==6.0.4
multipledispatch==1.0.0
mypy-extensions==1.0.0
nbclient==0.6.8
nbformat==5.10.4
nbmake==1.5.3
nest-asyncio==1.6.0
networkx==3.2.1
numpy==1.25.2
nvidia-cublas-cu11==11.10.3.66
nvidia-cuda-cupti-cu11==11.7.101
nvidia-cuda-nvrtc-cu11==11.7.99
nvidia-cuda-runtime-cu11==11.7.99
nvidia-cudnn-cu11==8.5.0.96
nvidia-cufft-cu11==10.9.0.58
nvidia-curand-cu11==10.2.10.91
nvidia-cusolver-cu11==11.4.0.1
nvidia-cusparse-cu11==11.7.4.91
nvidia-nccl-cu11==2.14.3
nvidia-nvtx-cu11==11.7.91
omegaconf==2.3.0
onnx==1.14.1
opencv-python-headless==4.8.0.76
opentelemetry-api==1.24.0
opentelemetry-exporter-otlp==1.24.0
opentelemetry-exporter-otlp-proto-common==1.24.0
opentelemetry-exporter-otlp-proto-grpc==1.24.0
opentelemetry-exporter-otlp-proto-http==1.24.0
opentelemetry-instrumentation==0.45b0
opentelemetry-instrumentation-asgi==0.45b0
opentelemetry-instrumentation-fastapi==0.45b0
opentelemetry-instrumentation-logging==0.45b0
opentelemetry-proto==1.24.0
opentelemetry-sdk==1.24.0
opentelemetry-semantic-conventions==0.45b0
opentelemetry-util-http==0.45b0
orjson==3.9.10
packaging==23.2
pandas==2.0.3
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pillow==10.3.0
platformdirs==3.11.0
pluggy==1.5.0
prometheus_client==0.20.0
prompt-toolkit==3.0.41
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==9.0.0
pyarrow==12.0.1
pycocotools==2.0.7
pycparser==2.21
pydantic==2.5.1
pydantic-settings==2.2.1
pydantic_core==2.14.3
pydot==1.4.2
pygit2==1.13.2
Pygments==2.16.1
pygtrie==2.5.0
pyparsing==3.1.1
pytest==8.2.1
pytest-asyncio==0.17.2
pytest-benchmark==4.0.0
python-dateutil==2.8.2
python-dotenv==1.0.1
python-multipart==0.0.9
pytz==2024.1
PyYAML==6.0.1
pyzmq==26.0.3
referencing==0.35.1
requests==2.31.0
rich==13.7.0
rpds-py==0.18.1
ruamel.yaml==0.18.5
ruamel.yaml.clib==0.2.8
ruff==0.1.5
s3fs==2023.10.0
s3transfer==0.7.0
scmrepo==1.4.1
semver==3.0.2
shellingham==1.5.4
shortuuid==1.0.11
shtab==1.6.4
six==1.16.0
smmap==5.0.1
sniffio==1.3.1
sqltrie==0.8.0
stack-data==0.6.3
starlette==0.37.2
sympy==1.12
tabulate==0.9.0
tokenize-rt==5.2.0
toml==0.10.2
tomli==2.0.1
tomlkit==0.12.3
torch==2.0.1
torchvision==0.15.2
tornado==6.4
tqdm==4.66.1
traitlets==5.13.0
triton==2.0.0
typer==0.12.3
typing_extensions==4.8.0
tzdata==2023.3
ujson==5.10.0
urllib3==1.26.18
uvicorn==0.30.0
uvloop==0.19.0
vine==5.1.0
voluptuous==0.14.0
watchfiles==0.22.0
wcwidth==0.2.10
websockets==12.0
wrapt==1.16.0
yarl==1.9.2
zc.lockfile==3.0.post1
zipp==3.19.0
furiosa-infra commented 5 months ago

Pip freeze result for ssd-mobilenet

pip freeze result
aiobotocore==2.7.0
aiofiles==23.2.1
aiohttp==3.8.6
aiohttp-retry==2.8.3
aioitertools==0.11.0
aiosignal==1.3.1
amqp==5.2.0
annotated-types==0.6.0
antlr4-python3-runtime==4.9.3
anyio==4.4.0
appdirs==1.4.4
asgiref==3.8.1
asttokens==2.4.1
async-timeout==4.0.3
asyncssh==2.14.1
atpublic==4.0
attrs==23.1.0
billiard==4.2.0
boto3==1.28.64
botocore==1.31.64
celery==5.3.5
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
click-didyoumean==0.3.0
click-plugins==1.1.1
click-repl==0.3.0
cmake==3.29.3
colorama==0.4.6
comm==0.2.2
configobj==5.0.8
contourpy==1.2.1
cryptography==41.0.5
cycler==0.12.1
Cython==3.0.5
debugpy==1.8.1
decorator==5.1.1
Deprecated==1.2.14
dictdiffer==0.9.0
diskcache==5.6.3
distro==1.8.0
dnspython==2.6.1
dpath==2.1.6
dulwich==0.21.6
dvc==3.29.0
dvc-data==2.20.0
dvc-http==2.30.2
dvc-objects==1.2.0
dvc-render==0.6.0
dvc-s3==2.23.0
dvc-studio-client==0.15.0
dvc-task==0.3.0
email_validator==2.1.1
entrypoints==0.4
exceptiongroup==1.2.1
executing==2.0.1
fastapi==0.111.0
fastapi-cli==0.0.4
fastjsonschema==2.19.1
filelock==3.13.1
flatten-dict==0.4.2
flufl.lock==7.1.1
fonttools==4.52.4
frozenlist==1.4.0
fsspec==2023.10.0
funcy==2.0
furiosa-common==0.10.2
furiosa-device==0.10.2
furiosa-models @ file:///workspace/source
furiosa-native-device==0.2.2
furiosa-native-postprocess==0.10.0
furiosa-native-runtime==0.10.4
furiosa-quantizer==0.10.2
furiosa-quantizer-impl==0.10.1
furiosa-runtime==0.10.2
furiosa-server==0.10.2
furiosa-serving==0.10.2
gitdb==4.0.11
GitPython==3.1.40
googleapis-common-protos==1.63.0
grandalf==0.8
grpcio==1.64.0
grpcio-tools==1.48.2
gto==1.5.0
h11==0.14.0
httpcore==1.0.5
httptools==0.6.1
httpx==0.27.0
hydra-core==1.3.2
idna==3.4
importlib-metadata==7.0.0
importlib_resources==6.4.0
iniconfig==2.0.0
ipykernel==6.29.4
ipython==8.18.1
iterative-telemetry==0.0.8
jedi==0.19.1
Jinja2==3.1.4
jmespath==1.0.1
jsonschema==4.22.0
jsonschema-specifications==2023.12.1
jupyter_client==8.6.2
jupyter_core==5.7.2
kiwisolver==1.4.5
kombu==5.3.3
lit==18.1.6
markdown-it-py==3.0.0
MarkupSafe==2.1.5
matplotlib==3.9.0
matplotlib-inline==0.1.7
mdurl==0.1.2
mpmath==1.3.0
multidict==6.0.4
multipledispatch==1.0.0
nbclient==0.6.8
nbformat==5.10.4
nbmake==1.5.3
nest-asyncio==1.6.0
networkx==3.2.1
numpy==1.25.2
nvidia-cublas-cu11==11.10.3.66
nvidia-cuda-cupti-cu11==11.7.101
nvidia-cuda-nvrtc-cu11==11.7.99
nvidia-cuda-runtime-cu11==11.7.99
nvidia-cudnn-cu11==8.5.0.96
nvidia-cufft-cu11==10.9.0.58
nvidia-curand-cu11==10.2.10.91
nvidia-cusolver-cu11==11.4.0.1
nvidia-cusparse-cu11==11.7.4.91
nvidia-nccl-cu11==2.14.3
nvidia-nvtx-cu11==11.7.91
omegaconf==2.3.0
onnx==1.14.1
opencv-python-headless==4.8.0.76
opentelemetry-api==1.24.0
opentelemetry-exporter-otlp==1.24.0
opentelemetry-exporter-otlp-proto-common==1.24.0
opentelemetry-exporter-otlp-proto-grpc==1.24.0
opentelemetry-exporter-otlp-proto-http==1.24.0
opentelemetry-instrumentation==0.45b0
opentelemetry-instrumentation-asgi==0.45b0
opentelemetry-instrumentation-fastapi==0.45b0
opentelemetry-instrumentation-logging==0.45b0
opentelemetry-proto==1.24.0
opentelemetry-sdk==1.24.0
opentelemetry-semantic-conventions==0.45b0
opentelemetry-util-http==0.45b0
orjson==3.9.10
packaging==23.2
pandas==2.0.3
parso==0.8.4
pathspec==0.11.2
pexpect==4.9.0
pillow==10.3.0
platformdirs==3.11.0
pluggy==1.5.0
prometheus_client==0.20.0
prompt-toolkit==3.0.41
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==9.0.0
pyarrow==12.0.1
pycocotools==2.0.7
pycparser==2.21
pydantic==2.5.0
pydantic-settings==2.2.1
pydantic_core==2.14.1
pydot==1.4.2
pygit2==1.13.2
Pygments==2.16.1
pygtrie==2.5.0
pyparsing==3.1.1
pytest==8.2.1
pytest-asyncio==0.17.2
pytest-benchmark==4.0.0
python-dateutil==2.8.2
python-dotenv==1.0.1
python-multipart==0.0.9
pytz==2024.1
PyYAML==6.0.1
pyzmq==26.0.3
referencing==0.35.1
requests==2.31.0
rich==13.6.0
rpds-py==0.18.1
ruamel.yaml==0.18.5
ruamel.yaml.clib==0.2.8
s3fs==2023.10.0
s3transfer==0.7.0
scmrepo==1.4.1
semver==3.0.2
shellingham==1.5.4
shortuuid==1.0.11
shtab==1.6.4
six==1.16.0
smmap==5.0.1
sniffio==1.3.1
sqltrie==0.8.0
stack-data==0.6.3
starlette==0.37.2
sympy==1.12
tabulate==0.9.0
toml==0.10.2
tomli==2.0.1
tomlkit==0.12.3
torch==2.0.1
torchvision==0.15.2
tornado==6.4
tqdm==4.66.1
traitlets==5.14.3
triton==2.0.0
typer==0.12.3
typing_extensions==4.8.0
tzdata==2023.3
ujson==5.10.0
urllib3==1.26.18
uvicorn==0.30.0
uvloop==0.19.0
vine==5.1.0
voluptuous==0.14.0
watchfiles==0.22.0
wcwidth==0.2.10
websockets==12.0
wrapt==1.16.0
yarl==1.9.2
zc.lockfile==3.0.post1
zipp==3.19.0
furiosa-infra commented 5 months ago

Pip freeze result for efficientnet-v2-s

pip freeze result
aiobotocore==2.7.0
aiofiles==23.2.1
aiohttp==3.8.6
aiohttp-retry==2.8.3
aioitertools==0.11.0
aiosignal==1.3.1
amqp==5.2.0
annotated-types==0.6.0
antlr4-python3-runtime==4.9.3
anyio==4.4.0
appdirs==1.4.4
asgiref==3.8.1
asttokens==2.4.1
async-timeout==4.0.3
asyncssh==2.14.1
atpublic==4.0
attrs==23.1.0
billiard==4.2.0
black==23.11.0
boto3==1.28.64
botocore==1.31.64
celery==5.3.5
certifi==2023.7.22
cffi==1.16.0
charset-normalizer==3.3.2
click==8.1.7
click-didyoumean==0.3.0
click-plugins==1.1.1
click-repl==0.3.0
cmake==3.29.3
colorama==0.4.6
comm==0.2.2
configobj==5.0.8
contourpy==1.2.1
cryptography==41.0.5
cycler==0.12.1
Cython==3.0.5
debugpy==1.8.1
decorator==5.1.1
Deprecated==1.2.14
dictdiffer==0.9.0
diskcache==5.6.3
distro==1.8.0
dnspython==2.6.1
dpath==2.1.6
dulwich==0.21.6
dvc==3.30.0
dvc-data==2.21.2
dvc-http==2.30.2
dvc-objects==1.2.0
dvc-render==0.6.0
dvc-s3==2.23.0
dvc-studio-client==0.15.0
dvc-task==0.3.0
email_validator==2.1.1
entrypoints==0.4
exceptiongroup==1.1.3
executing==2.0.1
fastapi==0.111.0
fastapi-cli==0.0.4
fastjsonschema==2.19.1
filelock==3.13.1
flatten-dict==0.4.2
flufl.lock==7.1.1
fonttools==4.52.4
frozenlist==1.4.0
fsspec==2023.10.0
funcy==2.0
furiosa-common==0.10.2
furiosa-device==0.10.2
furiosa-models @ file:///workspace/source
furiosa-native-device==0.2.2
furiosa-native-postprocess==0.10.0
furiosa-native-runtime==0.10.4
furiosa-quantizer==0.10.2
furiosa-quantizer-impl==0.10.1
furiosa-runtime==0.10.2
furiosa-server==0.10.2
furiosa-serving==0.10.2
gitdb==4.0.11
GitPython==3.1.40
googleapis-common-protos==1.63.0
grandalf==0.8
grpcio==1.64.0
grpcio-tools==1.48.2
gto==1.5.0
h11==0.14.0
httpcore==1.0.5
httptools==0.6.1
httpx==0.27.0
hydra-core==1.3.2
idna==3.4
importlib-metadata==7.0.0
importlib_resources==6.4.0
iniconfig==2.0.0
ipykernel==6.29.4
ipython==8.17.2
isort==5.12.0
iterative-telemetry==0.0.8
jedi==0.19.1
Jinja2==3.1.4
jmespath==1.0.1
jsonschema==4.22.0
jsonschema-specifications==2023.12.1
jupyter_client==8.6.2
jupyter_core==5.7.2
kiwisolver==1.4.5
kombu==5.3.3
lit==18.1.6
markdown-it-py==3.0.0
MarkupSafe==2.1.5
matplotlib==3.9.0
matplotlib-inline==0.1.6
mdurl==0.1.2
mpmath==1.3.0
multidict==6.0.4
multipledispatch==1.0.0
mypy-extensions==1.0.0
nbclient==0.6.8
nbformat==5.10.4
nbmake==1.5.3
nest-asyncio==1.6.0
networkx==3.2.1
numpy==1.25.2
nvidia-cublas-cu11==11.10.3.66
nvidia-cuda-cupti-cu11==11.7.101
nvidia-cuda-nvrtc-cu11==11.7.99
nvidia-cuda-runtime-cu11==11.7.99
nvidia-cudnn-cu11==8.5.0.96
nvidia-cufft-cu11==10.9.0.58
nvidia-curand-cu11==10.2.10.91
nvidia-cusolver-cu11==11.4.0.1
nvidia-cusparse-cu11==11.7.4.91
nvidia-nccl-cu11==2.14.3
nvidia-nvtx-cu11==11.7.91
omegaconf==2.3.0
onnx==1.14.1
opencv-python-headless==4.8.0.76
opentelemetry-api==1.24.0
opentelemetry-exporter-otlp==1.24.0
opentelemetry-exporter-otlp-proto-common==1.24.0
opentelemetry-exporter-otlp-proto-grpc==1.24.0
opentelemetry-exporter-otlp-proto-http==1.24.0
opentelemetry-instrumentation==0.45b0
opentelemetry-instrumentation-asgi==0.45b0
opentelemetry-instrumentation-fastapi==0.45b0
opentelemetry-instrumentation-logging==0.45b0
opentelemetry-proto==1.24.0
opentelemetry-sdk==1.24.0
opentelemetry-semantic-conventions==0.45b0
opentelemetry-util-http==0.45b0
orjson==3.9.10
packaging==23.2
pandas==2.0.3
parso==0.8.3
pathspec==0.11.2
pexpect==4.8.0
pillow==10.3.0
platformdirs==3.11.0
pluggy==1.5.0
prometheus_client==0.20.0
prompt-toolkit==3.0.41
protobuf==3.20.3
psutil==5.9.6
ptyprocess==0.7.0
pure-eval==0.2.2
py-cpuinfo==9.0.0
pyarrow==12.0.1
pycocotools==2.0.7
pycparser==2.21
pydantic==2.5.1
pydantic-settings==2.2.1
pydantic_core==2.14.3
pydot==1.4.2
pygit2==1.13.2
Pygments==2.16.1
pygtrie==2.5.0
pyparsing==3.1.1
pytest==8.2.1
pytest-asyncio==0.17.2
pytest-benchmark==4.0.0
python-dateutil==2.8.2
python-dotenv==1.0.1
python-multipart==0.0.9
pytz==2024.1
PyYAML==6.0.1
pyzmq==26.0.3
referencing==0.35.1
requests==2.31.0
rich==13.7.0
rpds-py==0.18.1
ruamel.yaml==0.18.5
ruamel.yaml.clib==0.2.8
ruff==0.1.5
s3fs==2023.10.0
s3transfer==0.7.0
scmrepo==1.4.1
semver==3.0.2
shellingham==1.5.4
shortuuid==1.0.11
shtab==1.6.4
six==1.16.0
smmap==5.0.1
sniffio==1.3.1
sqltrie==0.8.0
stack-data==0.6.3
starlette==0.37.2
sympy==1.12
tabulate==0.9.0
tokenize-rt==5.2.0
toml==0.10.2
tomli==2.0.1
tomlkit==0.12.3
torch==2.0.1
torchvision==0.15.2
tornado==6.4
tqdm==4.66.1
traitlets==5.13.0
triton==2.0.0
typer==0.12.3
typing_extensions==4.8.0
tzdata==2023.3
ujson==5.10.0
urllib3==1.26.18
uvicorn==0.30.0
uvloop==0.19.0
vine==5.1.0
voluptuous==0.14.0
watchfiles==0.22.0
wcwidth==0.2.10
websockets==12.0
wrapt==1.16.0
yarl==1.9.2
zc.lockfile==3.0.post1
zipp==3.19.0
furiosa-infra commented 5 months ago

79a21bb Apply patches from release branch


---------------------------------------------------------------------------------------------------- benchmark: 2 tests ----------------------------------------------------------------------------------------------------
Name (time in ms)                                                Min                Max               Mean            StdDev             Median               IQR            Outliers      OPS            Rounds  Iterations
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_mlcommons_ssd_mobilenet_with_native_rust_pp_accuracy     5.2162 (1.0)      35.5278 (1.0)      10.4588 (1.0)      1.5166 (1.11)     10.4174 (1.0)      1.9219 (1.49)      1342;76  95.6137 (1.0)        5000           1
test_mlcommons_ssd_mobilenet_accuracy                         8.5095 (1.63)     45.2302 (1.27)     13.5770 (1.30)     1.3701 (1.0)      13.4006 (1.29)     1.2888 (1.0)      1028;298  73.6537 (0.77)       5000           1
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Legend:
  Outliers: 1 Standard Deviation from Mean; 1.5 IQR (InterQuartile Range) from 1st Quartile and 3rd Quartile.
  OPS: Operations Per Second, computed as 1 / Mean
furiosa-infra commented 5 months ago

79a21bb Apply patches from release branch


---------------------------------------------------- benchmark: 1 tests ----------------------------------------------------
Name (time in ms)                   Min       Max     Mean   StdDev   Median     IQR   Outliers      OPS  Rounds  Iterations
----------------------------------------------------------------------------------------------------------------------------
test_efficientnetb0_accuracy     4.5316  696.5457  19.3294  21.5736  16.6175  4.2321  1082;2877  51.7348   50000           1
----------------------------------------------------------------------------------------------------------------------------

Legend:
  Outliers: 1 Standard Deviation from Mean; 1.5 IQR (InterQuartile Range) from 1st Quartile and 3rd Quartile.
  OPS: Operations Per Second, computed as 1 / Mean
furiosa-infra commented 5 months ago

79a21bb Apply patches from release branch


----------------------------------------------------- benchmark: 1 tests ----------------------------------------------------
Name (time in ms)                    Min       Max     Mean   StdDev   Median     IQR   Outliers      OPS  Rounds  Iterations
-----------------------------------------------------------------------------------------------------------------------------
test_efficientnetv2s_accuracy     4.3977  703.3249  19.5411  16.8775  18.0760  5.0970  1127;2128  51.1741   50000           1
-----------------------------------------------------------------------------------------------------------------------------

Legend:
  Outliers: 1 Standard Deviation from Mean; 1.5 IQR (InterQuartile Range) from 1st Quartile and 3rd Quartile.
  OPS: Operations Per Second, computed as 1 / Mean
furiosa-infra commented 5 months ago

79a21bb Apply patches from release branch


----------------------------------------------------- benchmark: 1 tests ----------------------------------------------------
Name (time in ms)                       Min      Max    Mean  StdDev  Median     IQR   Outliers       OPS  Rounds  Iterations
-----------------------------------------------------------------------------------------------------------------------------
test_mlcommons_resnet50_accuracy     1.6065  70.3071  7.7927  2.4691  7.3311  1.8644  5951;3931  128.3257   50000           1
-----------------------------------------------------------------------------------------------------------------------------

Legend:
  Outliers: 1 Standard Deviation from Mean; 1.5 IQR (InterQuartile Range) from 1st Quartile and 3rd Quartile.
  OPS: Operations Per Second, computed as 1 / Mean
furiosa-infra commented 5 months ago

79a21bb Apply patches from release branch


------------------------------------------------------------------------------------------------------- benchmark: 2 tests ------------------------------------------------------------------------------------------------------
Name (time in ms)                                                Min                 Max                Mean             StdDev              Median                IQR            Outliers      OPS            Rounds  Iterations
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_mlcommons_ssd_resnet34_with_native_rust_pp_accuracy     42.2238 (1.0)      722.5018 (1.0)       57.3202 (1.0)      16.6884 (1.0)       56.3229 (1.0)       2.9434 (1.0)        28;261  17.4459 (1.0)        5000           1
test_mlcommons_ssd_resnet34_accuracy                         99.4161 (2.35)     999.5867 (1.38)     216.0657 (3.77)     55.2520 (3.31)     200.4694 (3.56)     63.7925 (21.67)    1245;112   4.6282 (0.27)       5000           1
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Legend:
  Outliers: 1 Standard Deviation from Mean; 1.5 IQR (InterQuartile Range) from 1st Quartile and 3rd Quartile.
  OPS: Operations Per Second, computed as 1 / Mean
furiosa-infra commented 5 months ago

79a21bb Apply patches from release branch


----------------------------------------------------------------------------------------------------- benchmark: 4 tests -----------------------------------------------------------------------------------------------------
Name (time in ms)                                                Min                 Max               Mean             StdDev             Median               IQR            Outliers      OPS            Rounds  Iterations
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_yolov5m_with_native_rust_pp_accuracy (0001_79a21bb)      9.5169 (1.0)      192.3625 (1.0)      17.6350 (1.0)       8.1700 (1.01)     16.7511 (1.0)      5.4422 (1.19)      340;183  56.7054 (1.0)       10000           1
test_yolov5m_accuracy (0001_79a21bb)                          9.9552 (1.05)     373.7253 (1.94)     18.1179 (1.03)      8.4051 (1.04)     17.2864 (1.03)     5.0801 (1.11)      274;181  55.1941 (0.97)      10000           1
test_yolov5l_accuracy_with_rust_pp (0002_79a21bb)            12.6111 (1.33)     201.6743 (1.05)     20.2560 (1.15)      8.1098 (1.0)      19.2250 (1.15)     4.5864 (1.00)      258;225  49.3681 (0.87)      10000           1
test_yolov5l_accuracy (0002_79a21bb)                         13.0510 (1.37)     860.2349 (4.47)     20.5667 (1.17)     10.8480 (1.34)     19.6364 (1.17)     4.5798 (1.0)        99;199  48.6223 (0.86)      10000           1
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Legend:
  Outliers: 1 Standard Deviation from Mean; 1.5 IQR (InterQuartile Range) from 1st Quartile and 3rd Quartile.
  OPS: Operations Per Second, computed as 1 / Mean