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Model: moondream2
Model path: /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
Model type: moondream
Fine-tuned: False
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Loaded 133 samples from /mlx/users/jiashuo.fan/playground/inference/active_cases/frames_cache
Pending: 133
Loading Moondream from /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
Traceback (most recent call last):
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 1174, in <module>
 main()
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 1083, in main
 model, processor = loader(model_path)
 ^^^^^^^^^^^^^^^^^^
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 416, in load_moondream
 model = AutoModelForCausalLM.from_pretrained(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/auto_factory.py", line 549, in from_pretrained
 config, kwargs = AutoConfig.from_pretrained(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/configuration_auto.py", line 1346, in from_pretrained
 config_class = get_class_from_dynamic_module(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 616, in get_class_from_dynamic_module
 return get_class_in_module(class_name, final_module, force_reload=force_download)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 299, in get_class_in_module
 module_files: list[Path] = [module_file] + sorted(map(Path, get_relative_import_files(module_file)))
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 166, in get_relative_import_files
 new_imports.extend(get_relative_imports(f))
 ^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 135, in get_relative_imports
 with open(module_file, encoding="utf-8") as f:
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
FileNotFoundError: [Errno 2] No such file or directory: '/home/tiger/.cache/huggingface/modules/transformers_modules/moondream2/layers.py'
Model: moondream2
Model path: /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
Model type: moondream
Fine-tuned: False
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Loaded 133 samples from /mlx/users/jiashuo.fan/playground/inference/active_cases/frames_cache
Pending: 133
Loading Moondream from /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
Traceback (most recent call last):
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 1187, in <module>
 main()
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 1096, in main
 model, processor = loader(model_path)
 ^^^^^^^^^^^^^^^^^^
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 429, in load_moondream
 model = AutoModelForCausalLM.from_pretrained(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/auto_factory.py", line 549, in from_pretrained
 config, kwargs = AutoConfig.from_pretrained(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/configuration_auto.py", line 1346, in from_pretrained
 config_class = get_class_from_dynamic_module(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 616, in get_class_from_dynamic_module
 return get_class_in_module(class_name, final_module, force_reload=force_download)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 299, in get_class_in_module
 module_files: list[Path] = [module_file] + sorted(map(Path, get_relative_import_files(module_file)))
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 166, in get_relative_import_files
 new_imports.extend(get_relative_imports(f))
 ^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 135, in get_relative_imports
 with open(module_file, encoding="utf-8") as f:
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
FileNotFoundError: [Errno 2] No such file or directory: '/home/tiger/.cache/huggingface/modules/transformers_modules/moondream2/layers.py'
Model: moondream2
Model path: /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
Model type: moondream
Fine-tuned: False
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Loaded 133 samples from /mlx/users/jiashuo.fan/playground/inference/active_cases/frames_cache
Pending: 133
Loading Moondream from /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
Traceback (most recent call last):
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 1187, in <module>
 main()
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 1096, in main
 model, processor = loader(model_path)
 ^^^^^^^^^^^^^^^^^^
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 429, in load_moondream
 model = AutoModelForCausalLM.from_pretrained(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/auto_factory.py", line 549, in from_pretrained
 config, kwargs = AutoConfig.from_pretrained(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/configuration_auto.py", line 1346, in from_pretrained
 config_class = get_class_from_dynamic_module(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 616, in get_class_from_dynamic_module
 return get_class_in_module(class_name, final_module, force_reload=force_download)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 299, in get_class_in_module
 module_files: list[Path] = [module_file] + sorted(map(Path, get_relative_import_files(module_file)))
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 166, in get_relative_import_files
 new_imports.extend(get_relative_imports(f))
 ^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 135, in get_relative_imports
 with open(module_file, encoding="utf-8") as f:
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
FileNotFoundError: [Errno 2] No such file or directory: '/home/tiger/.cache/huggingface/modules/transformers_modules/moondream2/layers.py'
Model: moondream2
Model path: /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
Model type: moondream
Fine-tuned: False
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Loaded 133 samples from /mlx/users/jiashuo.fan/playground/inference/active_cases/frames_cache
Pending: 133
Loading Moondream from /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
Traceback (most recent call last):
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 1187, in <module>
 main()
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 1096, in main
 model, processor = loader(model_path)
 ^^^^^^^^^^^^^^^^^^
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 429, in load_moondream
 model = AutoModelForCausalLM.from_pretrained(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/auto_factory.py", line 549, in from_pretrained
 config, kwargs = AutoConfig.from_pretrained(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/configuration_auto.py", line 1346, in from_pretrained
 config_class = get_class_from_dynamic_module(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 616, in get_class_from_dynamic_module
 return get_class_in_module(class_name, final_module, force_reload=force_download)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 299, in get_class_in_module
 module_files: list[Path] = [module_file] + sorted(map(Path, get_relative_import_files(module_file)))
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 166, in get_relative_import_files
 new_imports.extend(get_relative_imports(f))
 ^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 135, in get_relative_imports
 with open(module_file, encoding="utf-8") as f:
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
FileNotFoundError: [Errno 2] No such file or directory: '/home/tiger/.cache/huggingface/modules/transformers_modules/moondream2/rope.py'
Model: moondream2
Model path: /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
Model type: moondream
Fine-tuned: False
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Loaded 133 samples from /mlx/users/jiashuo.fan/playground/inference/active_cases/frames_cache
Pending: 133
Pre-populated cache with 17 .py files
Loading Moondream from /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
`torch_dtype` is deprecated! Use `dtype` instead!
Traceback (most recent call last):
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 1192, in <module>
 main()
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 1101, in main
 model, processor = loader(model_path)
 ^^^^^^^^^^^^^^^^^^
 File "/mlx/users/jiashuo.fan/playground/inference/active_cases/eval_active_cases.py", line 434, in load_moondream
 model = AutoModelForCausalLM.from_pretrained(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/auto_factory.py", line 597, in from_pretrained
 return model_class.from_pretrained(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/modeling_utils.py", line 277, in _wrapper
 return func(*args, **kwargs)
 ^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/modeling_utils.py", line 4971, in from_pretrained
 model = cls(config, *model_args, **model_kwargs)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.cache/huggingface/modules/transformers_modules/moondream2/hf_moondream.py", line 42, in __init__
 super().__init__(config)
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/modeling_utils.py", line 2076, in __init__
 self.config._attn_implementation_internal = self._check_and_adjust_attn_implementation(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/modeling_utils.py", line 2686, in _check_and_adjust_attn_implementation
 applicable_attn_implementation = self.get_correct_attn_implementation(
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/modeling_utils.py", line 2714, in get_correct_attn_implementation
 self._flash_attn_2_can_dispatch(is_init_check)
 File "/home/tiger/.local/lib/python3.11/site-packages/transformers/modeling_utils.py", line 2406, in _flash_attn_2_can_dispatch
 raise ValueError(
ValueError: HfMoondream does not support Flash Attention 2.0 yet. Please request to add support where the model is hosted, on its model hub page: https://huggingface.co//mnt/bn/bohanzhainas1/jiashuo/models/moondream2/discussions/new or in the Transformers GitHub repo: https://github.com/huggingface/transformers/issues/new
Model: moondream2
Model path: /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
Model type: moondream
Fine-tuned: False
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Loaded 133 samples from /mlx/users/jiashuo.fan/playground/inference/active_cases/frames_cache
Pending: 133
Pre-populated cache with 17 .py files
Loading Moondream from /mnt/bn/bohanzhainas1/jiashuo/models/moondream2
`torch_dtype` is deprecated! Use `dtype` instead!
[1/133] 7582864625457384725_7592503137240386834 | acc=0.000 (correct=0/1) | 0.29 samp/s
[2/133] 7583298662386650389_7603817886603300103 | acc=0.000 (correct=0/2) | 0.30 samp/s
[3/133] 7583769463078800643_7603057302106656022 | acc=0.000 (correct=0/3) | 0.31 samp/s
[4/133] 7584143881545977110_7593173975707028758 | acc=0.000 (correct=0/4) | 0.32 samp/s
[5/133] 7584459358449405202_7604337545559674132 | acc=0.000 (correct=0/5) | 0.32 samp/s
[6/133] 7584515446049656086_7592960395527146774 | acc=0.167 (correct=1/6) | 0.32 samp/s
[7/133] 7585337388545723681_7593386207040507169 | acc=0.143 (correct=1/7) | 0.32 samp/s
[8/133] 7586774649753718038_7593408077811207427 | acc=0.125 (correct=1/8) | 0.32 samp/s
[9/133] 7588310732303879432_7595998237404761362 | acc=0.125 (correct=1/8) | 0.32 samp/s
[10/133] 7589478401866616084_7592464439727623445 | acc=0.222 (correct=2/9) | 0.32 samp/s
[11/133] 7589598278531009813_7604139924731809045 | acc=0.200 (correct=2/10) | 0.32 samp/s
[12/133] 7590080459309124886_7602942433009159446 | acc=0.182 (correct=2/11) | 0.32 samp/s
[13/133] 7590122947935735062_7602760876478745878 | acc=0.167 (correct=2/12) | 0.33 samp/s
[14/133] 7590736059038698760_7604236963700329736 | acc=0.231 (correct=3/13) | 0.33 samp/s
[15/133] 7591396054570896660_7602174366645865736 | acc=0.214 (correct=3/14) | 0.33 samp/s
[16/133] 7591603142207474952_7592657430761295124 | acc=0.200 (correct=3/15) | 0.33 samp/s
[17/133] 7591633885876833543_7592914268626930952 | acc=0.188 (correct=3/16) | 0.33 samp/s
[18/133] 7592127916369022215_7592811493075225877 | acc=0.176 (correct=3/17) | 0.33 samp/s
[19/133] 7592292714314566934_7603000520394968342 | acc=0.222 (correct=4/18) | 0.33 samp/s
[20/133] 7592363769301388575_7592557472821382420 | acc=0.210 (correct=4/19) | 0.33 samp/s
[21/133] 7592379393456999688_7592812522206514452 | acc=0.250 (correct=5/20) | 0.33 samp/s
[22/133] 7592395525857627448_7592424707811446034 | acc=0.286 (correct=6/21) | 0.33 samp/s
[23/133] 7592396786472455445_7592776503407037716 | acc=0.318 (correct=7/22) | 0.33 samp/s
[24/133] 7592406759860423943_7592469167501102344 | acc=0.348 (correct=8/23) | 0.33 samp/s
[25/133] 7592439822283705607_7592708834959904001 | acc=0.375 (correct=9/24) | 0.33 samp/s
[26/133] 7592441861743136007_7592686503755582727 | acc=0.400 (correct=10/25) | 0.33 samp/s
[27/133] 7592612029127494934_7593372133087022358 | acc=0.385 (correct=10/26) | 0.33 samp/s
[28/133] 7592621669458480417_7593325946653003030 | acc=0.370 (correct=10/27) | 0.33 samp/s
[29/133] 7592630277092936980_7592934574200605974 | acc=0.357 (correct=10/28) | 0.33 samp/s
[30/133] 7592662940269006113_7593135968987696406 | acc=0.379 (correct=11/29) | 0.33 samp/s
[31/133] 7592695844491644178_7593247873295289622 | acc=0.400 (correct=12/30) | 0.33 samp/s
[32/133] 7592734749563653384_7593673083739802898 | acc=0.419 (correct=13/31) | 0.33 samp/s
[33/133] 7592983455659543830_7593423283710610710 | acc=0.406 (correct=13/32) | 0.33 samp/s
[34/133] 7593033792315575574_7593099150867172630 | acc=0.394 (correct=13/33) | 0.33 samp/s
[35/133] 7593219919349566741_7595664852438338823 | acc=0.412 (correct=14/34) | 0.33 samp/s
[36/133] 7593374120054656276_7604306674219863303 | acc=0.429 (correct=15/35) | 0.33 samp/s
[37/133] 7593727005841968391_7595431144884129035 | acc=0.417 (correct=15/36) | 0.33 samp/s
[38/133] 7593819989833026834_7604240520432520466 | acc=0.432 (correct=16/37) | 0.33 samp/s
[39/133] 7594557794372652309_7604204623724809479 | acc=0.421 (correct=16/38) | 0.33 samp/s
[40/133] 7594990951328746808_7595755849885289748 | acc=0.410 (correct=16/39) | 0.33 samp/s
[41/133] 7595380926247341332_7602338775099837714 | acc=0.425 (correct=17/40) | 0.33 samp/s
[42/133] 7595395129591024904_7595962701738741000 | acc=0.439 (correct=18/41) | 0.33 samp/s
[43/133] 7595407496525663506_7595842450577575179 | acc=0.429 (correct=18/42) | 0.33 samp/s
[44/133] 7595414619993246983_7595648604866350354 | acc=0.442 (correct=19/43) | 0.33 samp/s
[45/133] 7595460052346096914_7595599161152605447 | acc=0.432 (correct=19/44) | 0.33 samp/s
[46/133] 7595474031126646034_7595640420671982904 | acc=0.422 (correct=19/45) | 0.33 samp/s
[47/133] 7595812699439648007_7604520050434854152 | acc=0.435 (correct=20/46) | 0.33 samp/s
[48/133] 7597044647780764948_7604054478521748757 | acc=0.425 (correct=20/47) | 0.33 samp/s
[49/133] 7597788963738324232_7603763715422407957 | acc=0.417 (correct=20/48) | 0.33 samp/s
[50/133] 7598938266598952210_7604394570947890440 | acc=0.429 (correct=21/49) | 0.33 samp/s
[51/133] 7598981214132849942_7603041768992460054 | acc=0.420 (correct=21/50) | 0.33 samp/s
[52/133] 7599419411836964117_7602328110696090901 | acc=0.431 (correct=22/51) | 0.33 samp/s
[53/133] 7600049951300685076_7602626609417604370 | acc=0.442 (correct=23/52) | 0.33 samp/s
[54/133] 7600071116324900116_7602337842538368276 | acc=0.434 (correct=23/53) | 0.33 samp/s
[55/133] 7600138772541394198_7602907593710767382 | acc=0.426 (correct=23/54) | 0.33 samp/s
[56/133] 7600184266231745810_7603856182331051284 | acc=0.418 (correct=23/55) | 0.33 samp/s
[57/133] 7600267409701833992_7604407914765290759 | acc=0.429 (correct=24/56) | 0.33 samp/s
[58/133] 7600717184851053846_7603923738865782037 | acc=0.421 (correct=24/57) | 0.33 samp/s
[59/133] 7600822923275799828_7604562398480977159 | acc=0.431 (correct=25/58) | 0.33 samp/s
[60/133] 7600850853821418772_7604066449119857941 | acc=0.424 (correct=25/59) | 0.33 samp/s
[61/133] 7601115694347947294_7604552935992724744 | acc=0.433 (correct=26/60) | 0.33 samp/s
[62/133] 7601134749763030294_7602752793023204630 | acc=0.426 (correct=26/61) | 0.33 samp/s
[63/133] 7601312798609591574_7603019182405373206 | acc=0.419 (correct=26/62) | 0.33 samp/s
[64/133] 7601325066151890196_7602212400758000916 | acc=0.429 (correct=27/63) | 0.33 samp/s
[65/133] 7601574274960231702_7602694663203523862 | acc=0.438 (correct=28/64) | 0.33 samp/s
[66/133] 7601579424177343762_7602468045705006356 | acc=0.431 (correct=28/65) | 0.33 samp/s
[67/133] 7601586470712954115_7603338240136908054 | acc=0.439 (correct=29/66) | 0.33 samp/s
[68/133] 7601669855993007382_7603430768756477206 | acc=0.448 (correct=30/67) | 0.33 samp/s
[69/133] 7601674006034402582_7602604985834048790 | acc=0.456 (correct=31/68) | 0.33 samp/s
[70/133] 7601713212869856533_7602376124693351688 | acc=0.464 (correct=32/69) | 0.33 samp/s
[71/133] 7601765261200461078_7602681205758102806 | acc=0.471 (correct=33/70) | 0.33 samp/s
[72/133] 7601949430056602900_7602434611599265044 | acc=0.479 (correct=34/71) | 0.33 samp/s
[73/133] 7601970606141148438_7603078990038895894 | acc=0.486 (correct=35/72) | 0.33 samp/s
[74/133] 7602006928537046280_7602420413976546567 | acc=0.479 (correct=35/73) | 0.33 samp/s
[75/133] 7602009271491988743_7604143486912171271 | acc=0.473 (correct=35/74) | 0.33 samp/s
[76/133] 7602060282625674517_7602477809264495880 | acc=0.480 (correct=36/75) | 0.33 samp/s
[77/133] 7602082846525754631_7604271197852929287 | acc=0.474 (correct=36/76) | 0.33 samp/s
[78/133] 7602143673546984725_7604193599068146951 | acc=0.468 (correct=36/77) | 0.33 samp/s
[79/133] 7602256064427330839_7603098072029138198 | acc=0.462 (correct=36/78) | 0.33 samp/s
[80/133] 7602270984690748694_7603038892320705814 | acc=0.456 (correct=36/79) | 0.33 samp/s
[81/133] 7602366022103878929_7602669638551391496 | acc=0.450 (correct=36/80) | 0.33 samp/s
[82/133] 7602382902457863445_7604191296412159252 | acc=0.457 (correct=37/81) | 0.33 samp/s
[83/133] 7602700620830625046_7602866165395803414 | acc=0.451 (correct=37/82) | 0.33 samp/s
[84/133] 7602708595221875986_7604355289906826504 | acc=0.458 (correct=38/83) | 0.33 samp/s
[85/133] 7602725486715817219_7603481735279512854 | acc=0.464 (correct=39/84) | 0.33 samp/s
[86/133] 7602729554339253526_7603093834116943126 | acc=0.459 (correct=39/85) | 0.33 samp/s
[87/133] 7602843396088106262_7602995295437278486 | acc=0.454 (correct=39/86) | 0.33 samp/s
[88/133] 7602910354212932884_7603540991643061512 | acc=0.460 (correct=40/87) | 0.33 samp/s
[89/133] 7602915847211977992_7604398958395559186 | acc=0.455 (correct=40/88) | 0.33 samp/s
[90/133] 7602946751540071701_7604027006077963528 | acc=0.449 (correct=40/89) | 0.33 samp/s
[91/133] 7602984837502307606_7603479345079815446 | acc=0.444 (correct=40/90) | 0.33 samp/s
[92/133] 7603022279718538516_7604021216944360712 | acc=0.440 (correct=40/91) | 0.33 samp/s
[93/133] 7603057662082731286_7603508048769993987 | acc=0.435 (correct=40/92) | 0.33 samp/s
[94/133] 7603072200341507329_7604142589331115280 | acc=0.430 (correct=40/93) | 0.33 samp/s
[95/133] 7603075574315158806_7603118367762910486 | acc=0.425 (correct=40/94) | 0.33 samp/s
[96/133] 7603079625559887125_7603753412768910612 | acc=0.432 (correct=41/95) | 0.33 samp/s
[97/133] 7603090622093757718_7603453990323457303 | acc=0.427 (correct=41/96) | 0.33 samp/s
[98/133] 7603114436525870358_7603434420065848598 | acc=0.423 (correct=41/97) | 0.33 samp/s
[99/133] 7603118709992967446_7603141944167976214 | acc=0.429 (correct=42/98) | 0.33 samp/s
[100/133] 7603138308822076692_7603806260097453332 | acc=0.424 (correct=42/99) | 0.33 samp/s
[101/133] 7603146769148513566_7604566499847687445 | acc=0.420 (correct=42/100) | 0.33 samp/s
[102/133] 7603165062764711186_7603407222311292181 | acc=0.426 (correct=43/101) | 0.33 samp/s
[103/133] 7603185260158881045_7603447262575906068 | acc=0.431 (correct=44/102) | 0.33 samp/s
[104/133] 7603389036920704264_7604264676964207892 | acc=0.427 (correct=44/103) | 0.33 samp/s
[105/133] 7603529071628225800_7604036865682951445 | acc=0.423 (correct=44/104) | 0.33 samp/s
[106/133] 7603529734223383828_7604261847734275335 | acc=0.423 (correct=44/104) | 0.33 samp/s
[107/133] 7603597531121011986_7604027676130594055 | acc=0.429 (correct=45/105) | 0.33 samp/s
[108/133] 7603814056583023893_7603967990312307975 | acc=0.434 (correct=46/106) | 0.33 samp/s
[109/133] 7603818369183190303_7604234434702806280 | acc=0.439 (correct=47/107) | 0.33 samp/s
[110/133] 7603852215660465416_7604220286849813781 | acc=0.435 (correct=47/108) | 0.33 samp/s
[111/133] 7603876731857931540_7604241667603893524 | acc=0.440 (correct=48/109) | 0.33 samp/s
[112/133] 7603884493329550609_7604041815758490901 | acc=0.436 (correct=48/110) | 0.33 samp/s
[113/133] 7603902943246503175_7604332451615247623 | acc=0.432 (correct=48/111) | 0.33 samp/s
[114/133] 7603921933381455125_7604079730609982741 | acc=0.429 (correct=48/112) | 0.33 samp/s
[115/133] 7603932047878442257_7603978976616336661 | acc=0.434 (correct=49/113) | 0.33 samp/s
[116/133] 7603947476332186901_7604063261130034433 | acc=0.430 (correct=49/114) | 0.33 samp/s
[117/133] 7603977624448175368_7604464746045230354 | acc=0.435 (correct=50/115) | 0.33 samp/s
[118/133] 7603979300127214866_7604577411136621844 | acc=0.431 (correct=50/116) | 0.33 samp/s
[119/133] 7603993350802394389_7604087376469642517 | acc=0.427 (correct=50/117) | 0.33 samp/s
[120/133] 7604019342124043540_7604368885785070868 | acc=0.432 (correct=51/118) | 0.33 samp/s
[121/133] 7604023995578453256_7604406022966463752 | acc=0.429 (correct=51/119) | 0.33 samp/s
[122/133] 7604071937224199445_7604486246018075922 | acc=0.425 (correct=51/120) | 0.33 samp/s
[123/133] 7604117742802701576_7604523788599938321 | acc=0.421 (correct=51/121) | 0.33 samp/s
[124/133] 7604119657179630856_7604130070600437010 | acc=0.426 (correct=52/122) | 0.33 samp/s
[125/133] 7604120387240234260_7604264832187108629 | acc=0.423 (correct=52/123) | 0.33 samp/s
[126/133] 7604133644516494613_7604325341783493906 | acc=0.419 (correct=52/124) | 0.33 samp/s
[127/133] 7604138193516055815_7604239035036437780 | acc=0.424 (correct=53/125) | 0.33 samp/s
[128/133] 7604161389954862337_7604241413802380564 | acc=0.429 (correct=54/126) | 0.33 samp/s
[129/133] 7604192834694040850_7604553253086383381 | acc=0.425 (correct=54/127) | 0.33 samp/s
[130/133] 7604198893898763541_7604200050855775508 | acc=0.422 (correct=54/128) | 0.33 samp/s
[131/133] 7604221872682634503_7604297076985351432 | acc=0.419 (correct=54/129) | 0.33 samp/s
[132/133] 7604250553891310869_7604452867709127956 | acc=0.423 (correct=55/130) | 0.33 samp/s
[133/133] 7604250992779087122_7604343009810926869 | acc=0.427 (correct=56/131) | 0.33 samp/s
============================================================
DONE model=moondream2
 accuracy: 0.4275 (56/131)
 per-class: {
 "0": {
 "precision": 0.3614,
 "recall": 0.5769,
 "f1": 0.4444,
 "support": 52
 },
 "1": {
 "precision": 0.5417,
 "recall": 0.3291,
 "f1": 0.4094,
 "support": 79
 }
}
 parse_failures: 2
 time: 402.1s (0.33 samp/s)
 saved -> /mnt/bn/bohanzhainas1/jiashuo/exp/active_cases_eval/moondream2.json