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Jun 24, 2025
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Update README.md #11924

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yangw-dev Jun 24, 2025
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yangw-dev Jun 24, 2025
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24 changes: 4 additions & 20 deletions .ci/scripts/benchmark_tooling/README.md
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Expand Up @@ -77,16 +77,16 @@ python3 .ci/scripts/benchmark_tooling/analyze_benchmark_stability.py \

##### Filtering Options:

- `--device-pools`: Filter by private device pool names (e.g., "samsung-galaxy-s22-5g", "samsung-galaxy-s22plus-5g")
- `--device-pools`: Filter by device pool names (e.g., "apple_iphone_15_private", "samsung_s22_private")
- `--backends`: Filter by specific backend names (e.g.,"xnnpack_q8")
- `--models`: Filter by specific model names (e.g., "mv3", "meta-llama-llama-3.2-1b-instruct-qlora-int4-eo8")
- `--models`: Filter by specific model names (e.g., "mv3", "meta-llama/Llama-3.2-1B-Instruct-SpinQuant_INT4_EO8")

#### Example Usage

Filter by multiple private device pools and models:
```bash
# This fetches all private table data for models 'llama-3.2-1B' and 'mv3'
python3 get_benchmark_analysis_data.py \
python3 .ci/scripts/benchmark_tooling/get_benchmark_analysis_data.py \
--startTime "2025-06-01T00:00:00" \
--endTime "2025-06-11T00:00:00" \
--device-pools 'apple_iphone_15_private' 'samsung_s22_private' \
Expand All @@ -97,7 +97,7 @@ Filter by specific device pool and models:
```bash
# This fetches all private iPhone table data for models 'llama-3.2-1B' and 'mv3',
# and associated public iPhone data
python3 get_benchmark_analysis_data.py \
python3 .ci/scripts/benchmark_tooling/get_benchmark_analysis_data.py \
--startTime "2025-06-01T00:00:00" \
--endTime "2025-06-11T00:00:00" \
--device-pools 'apple_iphone_15_private' \
Expand Down Expand Up @@ -140,22 +140,6 @@ fetcher.run(
end_time="2025-06-17T18:00:00"
)

# Get results in different formats
# As DataFrames
df_results = fetcher.to_df()

# Export to Excel
fetcher.to_excel(output_dir="./results")

# Export to CSV
fetcher.to_csv(output_dir="./results")

# Export to JSON
json_path = fetcher.to_json(output_dir="./results")

# Get raw dictionary results
dict_results = fetcher.to_dict()

# Use the output_data method for flexible output
results = fetcher.output_data(output_type="excel", output_dir="./results")
```
Expand Down
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