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add GPT2 half/half+beam to AMD (#5000)

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* add GPT2 half/half+beam to AMD

* winograd in training. half and half/beam file upload
This commit is contained in:
George Hotz
2024-06-16 14:07:14 -07:00
committed by GitHub
parent 72c9b22833
commit bee8fc29ee
1 changed files with 10 additions and 0 deletions
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10
.github/workflows/benchmark.yml vendored
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@@ -240,6 +240,8 @@ jobs:
run: CUDA=1 STEPS=10 DEFAULT_FLOAT=HALF python3 examples/hlb_cifar10.py | tee train_cifar_half.txt
- name: Run 10 CIFAR training steps w BF16
run: CUDA=1 STEPS=10 DEFAULT_FLOAT=BFLOAT16 python3 examples/hlb_cifar10.py | tee train_cifar_bf16.txt
- name: Run 10 CIFAR training steps w winograd
run: CUDA=1 WINO=1 STEPS=10 python3 examples/hlb_cifar10.py | tee train_cifar_wino.txt
- name: Run full CIFAR training w 1 GPU
run: time CUDA=1 DEFAULT_FLOAT=HALF LATEWINO=1 STEPS=1000 TARGET_EVAL_ACC_PCT=93.2 python3 examples/hlb_cifar10.py | tee train_cifar_one_gpu.txt
- name: Run full CIFAR training steps w 6 GPUS
@@ -331,6 +333,10 @@ jobs:
run: |
AMD=1 JIT=0 python3 examples/gpt2.py --prompt "Hello." --count 10 --temperature 0 --timing | tee gpt2_unjitted.txt
AMD=1 JIT=1 python3 examples/gpt2.py --prompt "Hello." --count 10 --temperature 0 --timing | tee gpt2_jitted.txt
- name: Run GPT2 w HALF
run: AMD=1 JIT=1 HALF=1 python3 examples/gpt2.py --count 10 --temperature 0 --timing | tee gpt2_half.txt
- name: Run GPT2 w HALF/BEAM
run: AMD=1 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
- uses: actions/upload-artifact@v4
with:
name: Speed (AMD)
@@ -348,6 +354,8 @@ jobs:
llama_2_70B.txt
gpt2_unjitted.txt
gpt2_jitted.txt
gpt2_half.txt
gpt2_half_beam.txt
matmul.txt
matmul_amd.txt
sd.txt
@@ -383,6 +391,8 @@ jobs:
run: AMD=1 STEPS=10 DEFAULT_FLOAT=HALF python3 examples/hlb_cifar10.py | tee train_cifar_half.txt
- name: Run 10 CIFAR training steps w BF16
run: AMD=1 STEPS=10 DEFAULT_FLOAT=BFLOAT16 python3 examples/hlb_cifar10.py | tee train_cifar_bf16.txt
- name: Run 10 CIFAR training steps w winograd
run: AMD=1 WINO=1 STEPS=10 python3 examples/hlb_cifar10.py | tee train_cifar_wino.txt
- name: Run full CIFAR training w 1 GPU
run: time AMD=1 DEFAULT_FLOAT=HALF LATEWINO=1 STEPS=1000 TARGET_EVAL_ACC_PCT=93.2 python3 examples/hlb_cifar10.py | tee train_cifar_one_gpu.txt
- name: Run full CIFAR training steps w 6 GPUS