ipex-llm/python/llm/test/benchmark/32-igpu-perf-test-434.yaml
Yuwen Hu 6f34978b94 [LLM] Add more performance tests for win iGPU (more in-out pairs, RWKV model) (#9626)
* Add supports for loading rwkv models using from_pretrained api

* Temporarily enable pr tests

* Add RWKV in tests and more in-out pairs

* Add rwkv for 512 tests

* Make iterations smaller

* Change back to nightly trigger
2023-12-07 18:55:16 +08:00

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YAML

repo_id:
- 'mistralai/Mistral-7B-Instruct-v0.1'
local_model_hub: 'path to your local model hub'
warm_up: 1
num_trials: 3
num_beams: 1 # default to greedy search
low_bit: 'sym_int4' # default to use 'sym_int4' (i.e. symmetric int4)
in_out_pairs:
- '32-32'
- '32-256'
- '32-512'
# - '1024-128'
test_api:
# - "transformer_int4"
# - "native_int4"
# - "optimize_model"
# - "pytorch_autocast_bf16"
# - "ipex_fp16_gpu" # on Intel GPU
# - "transformer_int4_gpu" # on Intel GPU
# - "optimize_model_gpu" # on Intel GPU
# - "deepspeed_transformer_int4_cpu" # on Intel SPR Server
- "transformer_int4_gpu_win" # on Intel GPU for Windows (catch GPU peak memory)
cpu_embedding: True # whether put embedding to CPU (only avaiable now for gpu win related test_api)