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Merge branch 'main' into op_softmax
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‎.ci/scripts/test_eval_llama_mmlu.sh

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#!/bin/bash
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# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the BSD-style license found in the
6+
# LICENSE file in the root directory of this source tree.
7+
8+
set -exu
9+
10+
if [[ -z "${PYTHON_EXECUTABLE:-}" ]]; then
11+
PYTHON_EXECUTABLE=python3
12+
fi
13+
14+
# Download and prepare stories model artifacts
15+
prepare_model_artifacts() {
16+
echo "Preparing stories model artifacts"
17+
wget -O stories110M.pt "https://huggingface.co/karpathy/tinyllamas/resolve/main/stories110M.pt"
18+
wget -O tokenizer.model "https://raw.githubusercontent.com/karpathy/llama2.c/master/tokenizer.model"
19+
echo '{"dim": 768, "multiple_of": 32, "n_heads": 12, "n_layers": 12, "norm_eps": 1e-05, "vocab_size": 32000}' > params.json
20+
}
21+
22+
run_and_verify() {
23+
NOW=$(date +"%H:%M:%S")
24+
echo "Starting to run eval_llama at ${NOW}"
25+
if [[ ! -f "stories110M.pt" ]]; then
26+
echo "stories110M.pt is missing."
27+
exit 1
28+
fi
29+
if [[ ! -f "tokenizer.model" ]]; then
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echo "tokenizer.model is missing."
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exit 1
32+
fi
33+
if [[ ! -f "params.json" ]]; then
34+
echo "params.json is missing."
35+
exit 1
36+
fi
37+
$PYTHON_EXECUTABLE -m examples.models.llama.eval_llama \
38+
-c stories110M.pt \
39+
-p params.json \
40+
-t tokenizer.model \
41+
-kv \
42+
-d fp32 \
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--tasks mmlu \
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-f 5 \
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--max_seq_length 2048 \
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--limit 5 > result.txt
47+
48+
# Verify result.txt
49+
RESULT=$(cat result.txt)
50+
EXPECTED_TASK="mmlu"
51+
EXPECTED_RESULT="acc"
52+
if [[ "${RESULT}" == "${EXPECTED_TASK}: {"*"${EXPECTED_RESULT}"* ]]; then
53+
echo "Actual result: ${RESULT}"
54+
echo "Success"
55+
exit 0
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else
57+
echo "Actual result: ${RESULT}"
58+
echo "Failure; results not the same"
59+
exit 1
60+
fi
61+
}
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63+
prepare_model_artifacts
64+
run_and_verify

‎.ci/scripts/test_eval_llama_wikitext.sh

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#!/bin/bash
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# Copyright (c) Meta Platforms, Inc. and affiliates.
3+
# All rights reserved.
4+
#
5+
# This source code is licensed under the BSD-style license found in the
6+
# LICENSE file in the root directory of this source tree.
7+
8+
set -exu
9+
10+
if [[ -z "${PYTHON_EXECUTABLE:-}" ]]; then
11+
PYTHON_EXECUTABLE=python3
12+
fi
13+
14+
# Download and prepare stories model artifacts
15+
prepare_model_artifacts() {
16+
echo "Preparing stories model artifacts"
17+
wget -O stories110M.pt "https://huggingface.co/karpathy/tinyllamas/resolve/main/stories110M.pt"
18+
wget -O tokenizer.model "https://raw.githubusercontent.com/karpathy/llama2.c/master/tokenizer.model"
19+
echo '{"dim": 768, "multiple_of": 32, "n_heads": 12, "n_layers": 12, "norm_eps": 1e-05, "vocab_size": 32000}' > params.json
20+
}
21+
22+
run_and_verify() {
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NOW=$(date +"%H:%M:%S")
24+
echo "Starting to run eval_llama at ${NOW}"
25+
if [[ ! -f "stories110M.pt" ]]; then
26+
echo "stories110M.pt is missing."
27+
exit 1
28+
fi
29+
if [[ ! -f "tokenizer.model" ]]; then
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echo "tokenizer.model is missing."
31+
exit 1
32+
fi
33+
if [[ ! -f "params.json" ]]; then
34+
echo "params.json is missing."
35+
exit 1
36+
fi
37+
$PYTHON_EXECUTABLE -m examples.models.llama.eval_llama \
38+
-c stories110M.pt \
39+
-p params.json \
40+
-t tokenizer.model \
41+
-kv \
42+
-d fp32 \
43+
--max_seq_length 2048 \
44+
--limit 5 > result.txt
45+
46+
# Verify result.txt
47+
RESULT=$(cat result.txt)
48+
EXPECTED_TASK="wikitext"
49+
EXPECTED_RESULT="word_perplexity"
50+
if [[ "${RESULT}" == "${EXPECTED_TASK}: {"*"${EXPECTED_RESULT}"* ]]; then
51+
echo "Actual result: ${RESULT}"
52+
echo "Success"
53+
exit 0
54+
else
55+
echo "Actual result: ${RESULT}"
56+
echo "Failure; results not the same"
57+
exit 1
58+
fi
59+
}
60+
61+
prepare_model_artifacts
62+
run_and_verify

‎.ci/scripts/test_llama_runner_eager.sh

Lines changed: 62 additions & 0 deletions
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@@ -0,0 +1,62 @@
1+
#!/bin/bash
2+
# Copyright (c) Meta Platforms, Inc. and affiliates.
3+
# All rights reserved.
4+
#
5+
# This source code is licensed under the BSD-style license found in the
6+
# LICENSE file in the root directory of this source tree.
7+
8+
set -exu
9+
10+
if [[ -z "${PYTHON_EXECUTABLE:-}" ]]; then
11+
PYTHON_EXECUTABLE=python3
12+
fi
13+
14+
# Download and prepare stories model artifacts
15+
prepare_model_artifacts() {
16+
echo "Preparing stories model artifacts"
17+
wget -O stories110M.pt "https://huggingface.co/karpathy/tinyllamas/resolve/main/stories110M.pt"
18+
wget -O tokenizer.model "https://raw.githubusercontent.com/karpathy/llama2.c/master/tokenizer.model"
19+
echo '{"dim": 768, "multiple_of": 32, "n_heads": 12, "n_layers": 12, "norm_eps": 1e-05, "vocab_size": 32000}' > params.json
20+
}
21+
22+
run_and_verify() {
23+
NOW=$(date +"%H:%M:%S")
24+
echo "Starting to run eval_llama at ${NOW}"
25+
if [[ ! -f "stories110M.pt" ]]; then
26+
echo "stories110M.pt is missing."
27+
exit 1
28+
fi
29+
if [[ ! -f "tokenizer.model" ]]; then
30+
echo "tokenizer.model is missing."
31+
exit 1
32+
fi
33+
if [[ ! -f "params.json" ]]; then
34+
echo "params.json is missing."
35+
exit 1
36+
fi
37+
$PYTHON_EXECUTABLE -m examples.models.llama.runner.eager \
38+
-c stories110M.pt \
39+
-p params.json \
40+
-t tokenizer.model \
41+
-kv \
42+
-d fp32 \
43+
--max_seq_length 32 \
44+
--temperature 0 \
45+
--prompt "Once upon a time," > result.txt
46+
47+
# Verify result.txt
48+
RESULT=$(cat result.txt)
49+
EXPECTED_RESULT="there was a little girl"
50+
if [[ "${RESULT}" == *"${EXPECTED_RESULT}"* ]]; then
51+
echo "Actual result: ${RESULT}"
52+
echo "Success"
53+
exit 0
54+
else
55+
echo "Actual result: ${RESULT}"
56+
echo "Failure; results not the same"
57+
exit 1
58+
fi
59+
}
60+
61+
prepare_model_artifacts
62+
run_and_verify

‎.github/scripts/propose_ghstack_orig_pr.py

Lines changed: 14 additions & 7 deletions
Original file line numberDiff line numberDiff line change
@@ -26,9 +26,9 @@ def parse_args():
2626
required=True,
2727
)
2828
parser.add_argument(
29-
"--pr",
30-
type=int,
31-
help="Number of the PR in the stack to check and create corresponding PR",
29+
"--ref",
30+
type=str,
31+
help="Ref fo PR in the stack to check and create corresponding PR",
3232
required=True,
3333
)
3434
return parser.parse_args()
@@ -68,12 +68,18 @@ def extract_stack_from_body(pr_body: str) -> List[int]:
6868
return list(reversed(prs))
6969

7070

71-
def get_pr_stack_from_number(pr_number: int, repo: Repository) -> List[int]:
71+
def get_pr_stack_from_number(ref: str, repo: Repository) -> List[int]:
72+
if ref.isnumeric():
73+
pr_number = int(ref)
74+
else:
75+
branch_name = ref.replace("refs/heads/", "")
76+
pr_number = repo.get_branch(branch_name).commit.get_pulls()[0].number
77+
7278
pr_stack = extract_stack_from_body(repo.get_pull(pr_number).body)
7379

7480
if not pr_stack:
7581
raise Exception(
76-
f"Could not find PR stack in body of #{pr_number}. "
82+
f"Could not find PR stack in body of ref. "
7783
+ "Please make sure that the PR was created with ghstack."
7884
)
7985

@@ -100,7 +106,8 @@ def create_prs_for_orig_branch(pr_stack: List[int], repo: Repository):
100106
ghstack PR base: https://github.com/pytorch/executorch/tree/{pr.base.ref}
101107
ghstack PR head: https://github.com/pytorch/executorch/tree/{pr.head.ref}
102108
Merge bot PR base: https://github.com/pytorch/executorch/tree/{orig_branch_merge_base}
103-
Merge bot PR head: https://github.com/pytorch/executorch/tree/{orig_branch_merge_head}"""
109+
Merge bot PR head: https://github.com/pytorch/executorch/tree/{orig_branch_merge_head}
110+
@diff-train-skip-merge"""
104111

105112
existing_orig_pr = repo.get_pulls(
106113
head="pytorch:" + orig_branch_merge_head,
@@ -128,7 +135,7 @@ def main():
128135

129136
with Github(auth=Auth.Token(os.environ["GITHUB_TOKEN"])) as gh:
130137
repo = gh.get_repo(args.repo)
131-
create_prs_for_orig_branch(get_pr_stack_from_number(args.pr, repo), repo)
138+
create_prs_for_orig_branch(get_pr_stack_from_number(args.ref, repo), repo)
132139

133140

134141
if __name__ == "__main__":

‎.github/workflows/ghstack_land.yml

Lines changed: 1 addition & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -32,9 +32,7 @@ jobs:
3232
run: |
3333
pip install pygithub
3434
35-
PR_NUMBER=$(echo "$GITHUB_REF" | grep -oE '[0-9]+')
36-
37-
python .github/scripts/propose_ghstack_orig_pr.py --pr $PR_NUMBER --repo pytorch/executorch
35+
python .github/scripts/propose_ghstack_orig_pr.py --ref $GITHUB_REF --repo pytorch/executorch
3836
env:
3937
GITHUB_TOKEN: ${{ secrets.GH_PYTORCHBOT_CHERRY_PICK_TOKEN }}
4038
GITHUB_REF: ${{ github.ref }}

‎.github/workflows/pull.yml

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Original file line numberDiff line numberDiff line change
@@ -447,3 +447,84 @@ jobs:
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448448
# run e2e (export, tokenizer and runner)
449449
PYTHON_EXECUTABLE=python bash .ci/scripts/test_phi_3_mini.sh
450+
451+
test-eval_llama-wikitext-linux:
452+
name: test-eval_llama-wikitext-linux
453+
uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
454+
strategy:
455+
fail-fast: false
456+
with:
457+
runner: linux.24xlarge
458+
docker-image: executorch-ubuntu-22.04-clang12
459+
submodules: 'true'
460+
ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
461+
timeout: 90
462+
script: |
463+
# The generic Linux job chooses to use base env, not the one setup by the image
464+
CONDA_ENV=$(conda env list --json | jq -r ".envs | .[-1]")
465+
conda activate "${CONDA_ENV}"
466+
467+
PYTHON_EXECUTABLE=python bash .ci/scripts/setup-linux.sh "cmake"
468+
469+
# install pybind
470+
bash install_requirements.sh --pybind xnnpack
471+
472+
# install llama requirements
473+
bash examples/models/llama/install_requirements.sh
474+
475+
# run eval_llama wikitext task
476+
PYTHON_EXECUTABLE=python bash .ci/scripts/test_eval_llama_wikitext.sh
477+
478+
test-eval_llama-mmlu-linux:
479+
name: test-eval_llama-mmlu-linux
480+
uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
481+
strategy:
482+
fail-fast: false
483+
with:
484+
runner: linux.24xlarge
485+
docker-image: executorch-ubuntu-22.04-clang12
486+
submodules: 'true'
487+
ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
488+
timeout: 90
489+
script: |
490+
# The generic Linux job chooses to use base env, not the one setup by the image
491+
CONDA_ENV=$(conda env list --json | jq -r ".envs | .[-1]")
492+
conda activate "${CONDA_ENV}"
493+
494+
PYTHON_EXECUTABLE=python bash .ci/scripts/setup-linux.sh "cmake"
495+
496+
# install pybind
497+
bash install_requirements.sh --pybind xnnpack
498+
499+
# install llama requirements
500+
bash examples/models/llama/install_requirements.sh
501+
502+
# run eval_llama mmlu task
503+
PYTHON_EXECUTABLE=python bash .ci/scripts/test_eval_llama_mmlu.sh
504+
505+
test-llama_runner_eager-linux:
506+
name: test-llama_runner_eager-linux
507+
uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
508+
strategy:
509+
fail-fast: false
510+
with:
511+
runner: linux.24xlarge
512+
docker-image: executorch-ubuntu-22.04-clang12
513+
submodules: 'true'
514+
ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
515+
timeout: 90
516+
script: |
517+
# The generic Linux job chooses to use base env, not the one setup by the image
518+
CONDA_ENV=$(conda env list --json | jq -r ".envs | .[-1]")
519+
conda activate "${CONDA_ENV}"
520+
521+
PYTHON_EXECUTABLE=python bash .ci/scripts/setup-linux.sh "cmake"
522+
523+
# install pybind
524+
bash install_requirements.sh --pybind xnnpack
525+
526+
# install llama requirements
527+
bash examples/models/llama/install_requirements.sh
528+
529+
# run llama runner in eager mode
530+
PYTHON_EXECUTABLE=python bash .ci/scripts/test_llama_runner_eager.sh

‎.github/workflows/update-viablestrict.yml

Lines changed: 3 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -22,4 +22,6 @@ jobs:
2222
stable-branch: viable/strict
2323
requires: '[\"pull\", \"lint\", \"trunk\", \"Build documentation\", \"^Android$\", \"^Apple$\"]'
2424
secret-bot-token: ${{ secrets.UPDATEBOT_TOKEN }}
25-
rockset-api-key: ${{ secrets.ROCKSET_API_KEY }}
25+
clickhouse-url: ${{ secrets.CLICKHOUSE_URL }}
26+
clickhouse-username: ${{ secrets.CLICKHOUSE_VIABLESTRICT_USERNAME }}
27+
clickhouse-password: ${{ secrets.CLICKHOUSE_VIABLESTRICT_PASSWORD }}

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