| === Dobi Official Validation === |
| Model: /home/xiyaofeng/.cache/huggingface/hub/models--jeffwan--llama-7b-hf/snapshots/82eb0e6908390680598ca3ec1d77adfc5e1b24aa |
| Dobi ratio: 0.6 (= 60% retained) |
| Remapping: False |
| Ground truth: outputs/baselines/dobi_ground_truth/llama7b_remap_r0.6.json |
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| Loading model... |
| `torch_dtype` is deprecated! Use `dtype` instead! |
| 2026-04-21 09:37:13.401300: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. |
| 2026-04-21 09:37:13.418303: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:467] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered |
| WARNING: All log messages before absl::InitializeLog() is called are written to STDERR |
| E0000 00:00:1776764233.436316 2451067 cuda_dnn.cc:8579] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered |
| E0000 00:00:1776764233.442200 2451067 cuda_blas.cc:1407] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered |
| W0000 00:00:1776764233.457554 2451067 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once. |
| W0000 00:00:1776764233.457581 2451067 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once. |
| W0000 00:00:1776764233.457585 2451067 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once. |
| W0000 00:00:1776764233.457587 2451067 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once. |
| 2026-04-21 09:37:13.461722: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. |
| To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. |
| AttributeError: 'MessageFactory' object has no attribute 'GetPrototype' |
| AttributeError: 'MessageFactory' object has no attribute 'GetPrototype' |
| AttributeError: 'MessageFactory' object has no attribute 'GetPrototype' |
| AttributeError: 'MessageFactory' object has no attribute 'GetPrototype' |
| AttributeError: 'MessageFactory' object has no attribute 'GetPrototype' |
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Loading checkpoint shards: 0%| | 0/2 [00:00<?, ?it/s]
Loading checkpoint shards: 50%|βββββ | 1/2 [00:01<00:01, 1.85s/it]
Loading checkpoint shards: 100%|ββββββββββ| 2/2 [00:02<00:00, 1.14s/it]
Loading checkpoint shards: 100%|ββββββββββ| 2/2 [00:02<00:00, 1.24s/it] |
| Training gamma (20 epochs)... |
| [Dobi] E1 batch 1/256 ppl=5.0 ratio=0.6000 [25s] |
| [Dobi] E1 batch 33/256 ppl=8.2 ratio=0.6007 [819s] |
| [Dobi] E1 batch 65/256 ppl=6.9 ratio=0.6000 [1611s] |
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