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process replay benchmarks (#4668)

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qazal
2024-06-01 19:36:21 +08:00
committed by GitHub
parent b377db7f0d
commit 240d6b5bc0
1 changed files with 13 additions and 3 deletions
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16
.github/workflows/benchmark.yml vendored
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@@ -5,6 +5,13 @@ on:
branches:
- master
- update_benchmark
workflow_dispatch:
inputs:
run_process_replay:
description: "Run process replay tests"
required: false
default: false
type: boolean
jobs:
testmacbenchmark:
@@ -27,10 +34,13 @@ jobs:
ln -s ~/tinygrad/weights/bpe_simple_vocab_16e6.txt.gz weights/bpe_simple_vocab_16e6.txt.gz
ln -s ~/tinygrad/weights/LLaMA weights/LLaMA
ln -s ~/tinygrad/extra/datasets/cifar-10-python.tar.gz extra/datasets/cifar-10-python.tar.gz
- name: Setup process replay
if: github.event.inputs.run_process_replay == 'true' || contains(github.event.head_commit.message, '[run_process_replay]')
run: echo "ASSERT_COMPILE=1" >> $GITHUB_ENV
- name: Run Stable Diffusion
run: JIT=2 python3 examples/stable_diffusion.py --seed 0 --noshow --timing | tee sd.txt
- name: Run model inference benchmark
run: METAL=1 python3 test/external/external_model_benchmark.py
run: ASSERT_COMPILE=0 METAL=1 python3 test/external/external_model_benchmark.py
- name: Test speed vs torch
run: BIG=2 MPS=1 python3 test/test_speed_v_torch.py | tee torch_speed.txt
- name: Test tensor cores
@@ -46,7 +56,7 @@ jobs:
JIT=0 python3 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_unjitted.txt
JIT=1 python3 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_jitted.txt
- name: Run LLaMA with BEAM
run: JIT=1 BEAM=2 CACHELEVEL=0 python3 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_beam.txt
run: ASSERT_COMPILE=0 JIT=1 BEAM=2 CACHELEVEL=0 python3 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_beam.txt
- name: Run quantized LLaMA
run: |
JIT=1 python3 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing --quantize int8 | tee llama_int8.txt
@@ -60,7 +70,7 @@ jobs:
- name: Run GPT2 w HALF
run: JIT=1 HALF=1 python3 examples/gpt2.py --count 10 --temperature 0 --timing | tee gpt2_half.txt
- name: Run GPT2 w HALF/BEAM
run: JIT=1 HALF=1 BEAM=2 CACHELEVEL=0 CAST_BEFORE_VIEW=0 python3 examples/gpt2.py --count 10 --temperature 0 --timing | tee gpt2_half_beam.txt
run: ASSERT_COMPILE=0 JIT=1 HALF=1 BEAM=2 CACHELEVEL=0 CAST_BEFORE_VIEW=0 python3 examples/gpt2.py --count 10 --temperature 0 --timing | tee gpt2_half_beam.txt
- name: Train MNIST
run: time PYTHONPATH=. TARGET_EVAL_ACC_PCT=97.3 python3 examples/beautiful_mnist.py | tee beautiful_mnist.txt
- name: Run 10 CIFAR training steps