Add layer-by-layer diagnostic prints (CLAWMINE_DEBUG=1, enforce-eager)
When CLAWMINE_DEBUG=1, prints amax/mean/NaN/Inf after each layer. Must run with --enforce-eager (data-dependent prints break Dynamo). Gated by os.environ so dead-code-eliminated during compilation.
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@@ -10,14 +10,14 @@ services:
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- CUDA_LAUNCH_BLOCKING=0
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- PYTHONUNBUFFERED=1
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- VLLM_RPC_TIMEOUT_MS=600000
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- CLAWMINE_NAN_CHECK=1
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- CLAWMINE_DEBUG=1
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command:
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- /model
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- --trust-remote-code
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- --enable-expert-parallel
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- --tensor-parallel-size=8
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#- --enforce-eager
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- --compilation-config
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- --enforce-eager
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#- --compilation-config
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#- '{"cudagraph_mode": "NONE", "custom_ops": ["all"]}'
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- '{"cudagraph_mode": "FULL_DECODE_ONLY", "custom_ops": ["all"], "cudagraph_capture_sizes": [1, 2, 4, 8], "max_cudagraph_capture_size": 8}' # This is what is runing right now
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#- '{"cudagraph_mode":"FULL_AND_PIECEWISE", "custom_ops":["all"]}'
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