[WIP] Add bitwise parity test for MoE EP#3172
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wwwjn wants to merge 3 commits intogh/wwwjn/17/basefrom
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[WIP] Add bitwise parity test for MoE EP#3172wwwjn wants to merge 3 commits intogh/wwwjn/17/basefrom
wwwjn wants to merge 3 commits intogh/wwwjn/17/basefrom
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Add rl_grpo_qwen3_moe_debug_ep_batch_invariant config and
TestBitwiseParityMoEEP test class for verifying bitwise identity
between trainer prefill and vLLM generator prefill with MoE EP.
Config: TP=4, EP=4 on 4 GPUs, deterministic mode, compile disabled.
Uses /tmp/debug_moe_ckpt by default (override with MOE_HF_ASSETS_PATH).
Run with:
python scripts/rl/create_debug_moe_ckpt.py
torchrun --nproc_per_node=4 -m pytest \\
torchtitan/experiments/rl/tests/test_bitwise_parity.py::TestBitwiseParityMoEEP
Note: bitwise parity not yet achieved — current max_delta ~2e-2.
Likely causes: batch-invariant mode disabled (requires batch_invariant_ops),
attention impl differences (varlen vs paged), MoE token routing order.
[ghstack-poisoned]
This was referenced Apr 30, 2026
Add rl_grpo_qwen3_moe_debug_ep_batch_invariant config and
TestBitwiseParityMoEEP test class for verifying bitwise identity
between trainer prefill and vLLM generator prefill with MoE EP.
Config: TP=4, EP=4 on 4 GPUs, deterministic mode, compile disabled.
Uses /tmp/debug_moe_ckpt by default (override with MOE_HF_ASSETS_PATH).
Run with:
python scripts/rl/create_debug_moe_ckpt.py
torchrun --nproc_per_node=4 -m pytest \\
torchtitan/experiments/rl/tests/test_bitwise_parity.py::TestBitwiseParityMoEEP
Note: bitwise parity not yet achieved — current max_delta ~2e-2.
Likely causes: batch-invariant mode disabled (requires batch_invariant_ops),
attention impl differences (varlen vs paged), MoE token routing order.
[ghstack-poisoned]
wwwjn
added a commit
that referenced
this pull request
May 1, 2026
Add rl_grpo_qwen3_moe_debug_ep_batch_invariant config and
TestBitwiseParityMoEEP test class for verifying bitwise identity
between trainer prefill and vLLM generator prefill with MoE EP.
Config: TP=4, EP=4 on 4 GPUs, deterministic mode, compile disabled.
Uses /tmp/debug_moe_ckpt by default (override with MOE_HF_ASSETS_PATH).
Run with:
python scripts/rl/create_debug_moe_ckpt.py
torchrun --nproc_per_node=4 -m pytest \\
torchtitan/experiments/rl/tests/test_bitwise_parity.py::TestBitwiseParityMoEEP
Note: bitwise parity not yet achieved — current max_delta ~2e-2.
Likely causes: batch-invariant mode disabled (requires batch_invariant_ops),
attention impl differences (varlen vs paged), MoE token routing order.
ghstack-source-id: 65e6b7a
Pull Request resolved: #3172
Add rl_grpo_qwen3_moe_debug_ep_batch_invariant config and
TestBitwiseParityMoEEP test class for verifying bitwise identity
between trainer prefill and vLLM generator prefill with MoE EP.
Config: TP=4, EP=4 on 4 GPUs, deterministic mode, compile disabled.
Uses /tmp/debug_moe_ckpt by default (override with MOE_HF_ASSETS_PATH).
Run with:
python scripts/rl/create_debug_moe_ckpt.py
torchrun --nproc_per_node=4 -m pytest \\
torchtitan/experiments/rl/tests/test_bitwise_parity.py::TestBitwiseParityMoEEP
Note: bitwise parity not yet achieved — current max_delta ~2e-2.
Likely causes: batch-invariant mode disabled (requires batch_invariant_ops),
attention impl differences (varlen vs paged), MoE token routing order.
[ghstack-poisoned]
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Stack from ghstack (oldest at bottom):
Add rl_grpo_qwen3_moe_debug_ep_batch_invariant config and
TestBitwiseParityMoEEP test class for verifying bitwise identity
between trainer prefill and vLLM generator prefill with MoE EP.
Config: TP=4, EP=4 on 4 GPUs, deterministic mode, compile disabled.
Uses /tmp/debug_moe_ckpt by default (override with MOE_HF_ASSETS_PATH).
Run with:
python scripts/rl/create_debug_moe_ckpt.py
torchrun --nproc_per_node=4 -m pytest \
torchtitan/experiments/rl/tests/test_bitwise_parity.py::TestBitwiseParityMoEEP
Note: bitwise parity not yet achieved — current max_delta ~2e-2.
Likely causes: batch-invariant mode disabled (requires batch_invariant_ops),
attention impl differences (varlen vs paged), MoE token routing order.