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57 lines
1.1 KiB
YAML
57 lines
1.1 KiB
YAML
defaults:
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- benchmark # inheriting benchmark schema
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- scenario: inference
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- launcher: process
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- backend: pytorch
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- _self_ # for hydra 1.1 compatibility
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name: pytorch_generate
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launcher:
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start_method: spawn
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device_isolation: true
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device_isolation_action: warn
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backend:
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device: cuda
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device_ids: 0
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no_weights: true
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model: meta-llama/Llama-2-7b-hf
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cache_implementation: static
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torch_compile: true
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dtype: float16
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torch_compile_config:
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backend: inductor
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mode: reduce-overhead
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fullgraph: true
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scenario:
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input_shapes:
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batch_size: 1
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sequence_length: 7
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generate_kwargs:
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max_new_tokens: 128
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min_new_tokens: 128
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do_sample: false
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memory: true
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latency: true
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iterations: 2
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duration: 0
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# hydra/cli specific settings
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hydra:
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run:
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# where to store run results
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dir: runs/${name}
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job:
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# change working directory to the run directory
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chdir: true
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env_set:
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# set environment variable OVERRIDE_BENCHMARKS to 1
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# to not skip benchmarks that have been run before
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OVERRIDE_BENCHMARKS: 1
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LOG_LEVEL: WARN
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sweep:
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dir: multirun
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subdir: ${hydra.job.override_dirname} |