Model:      idefics3_8b
Model path: /mnt/bn/bohanzhainas1/jiashuo/models/Idefics3-8B-Llama3
Model type: generic
Fine-tuned: False
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Loaded 133 samples from /mlx/users/jiashuo.fan/playground/inference/active_cases/frames_cache
Pending: 133
Loading generic model from /mnt/bn/bohanzhainas1/jiashuo/models/Idefics3-8B-Llama3
`torch_dtype` is deprecated! Use `dtype` instead!
  AutoModelForCausalLM failed: Unrecognized configuration class <class 'transformers.models.idefics3.configuration_idefics3.Idefics3Config'> for this kind of AutoModel: AutoModelForCausalLM.
Model type should be one of ApertusConfig, ArceeConfig, AriaTextConfig, BambaConfig, BartConfig, BertConfig, BertGenerationConfig, BigBirdConfig, BigBirdPegasusConfig, BioGptConfig, BitNetConfig, BlenderbotConfig, BlenderbotSmallConfig, BloomConfig, BltConfig, CamembertConfig, LlamaConfig, CodeGenConfig, CohereConfig, Cohere2Config, CpmAntConfig, CTRLConfig, Data2VecTextConfig, DbrxConfig, DeepseekV2Config, DeepseekV3Config, DiffLlamaConfig, DogeConfig, Dots1Config, ElectraConfig, Emu3Config, ErnieConfig, Ernie4_5Config, Ernie4_5_MoeConfig, Exaone4Config, FalconConfig, FalconH1Config, FalconMambaConfig, FlexOlmoConfig, FuyuConfig, GemmaConfig, Gemma2Config, Gemma3Config, Gemma3TextConfig, Gemma3nConfig, Gemma3nTextConfig, GitConfig, GlmConfig, Glm4Config, Glm4MoeConfig, GotOcr2Config, GPT2Config, GPT2Config, GPTBigCodeConfig, GPTNeoConfig, GPTNeoXConfig, GPTNeoXJapaneseConfig, GptOssConfig, GPTJConfig, GraniteConfig, GraniteMoeConfig, GraniteMoeHybridConfig, GraniteMoeSharedConfig, HeliumConfig, HunYuanDenseV1Config, HunYuanMoEV1Config, JambaConfig, JetMoeConfig, Lfm2Config, LlamaConfig, Llama4Config, Llama4TextConfig, LongcatFlashConfig, MambaConfig, Mamba2Config, MarianConfig, MBartConfig, MegaConfig, MegatronBertConfig, MiniMaxConfig, MinistralConfig, MistralConfig, MixtralConfig, MllamaConfig, ModernBertDecoderConfig, MoshiConfig, MptConfig, MusicgenConfig, MusicgenMelodyConfig, MvpConfig, NemotronConfig, OlmoConfig, Olmo2Config, Olmo3Config, OlmoeConfig, OpenLlamaConfig, OpenAIGPTConfig, OPTConfig, PegasusConfig, PersimmonConfig, PhiConfig, Phi3Config, Phi4MultimodalConfig, PhimoeConfig, PLBartConfig, ProphetNetConfig, QDQBertConfig, Qwen2Config, Qwen2MoeConfig, Qwen3Config, Qwen3MoeConfig, Qwen3NextConfig, RecurrentGemmaConfig, ReformerConfig, RemBertConfig, RobertaConfig, RobertaPreLayerNormConfig, RoCBertConfig, RoFormerConfig, RwkvConfig, SeedOssConfig, SmolLM3Config, Speech2Text2Config, StableLmConfig, Starcoder2Config, TransfoXLConfig, TrOCRConfig, VaultGemmaConfig, WhisperConfig, XGLMConfig, XLMConfig, XLMProphetNetConfig, XLMRobertaConfig, XLMRobertaXLConfig, XLNetConfig, xLSTMConfig, XmodConfig, ZambaConfig, Zamba2Config.
/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/modeling_auto.py:2284: FutureWarning: The class `AutoModelForVision2Seq` is deprecated and will be removed in v5.0. Please use `AutoModelForImageTextToText` instead.
  warnings.warn(

Loading checkpoint shards:   0%|          | 0/4 [00:00<?, ?it/s]
Loading checkpoint shards:  25%|██▌       | 1/4 [00:00<00:02,  1.09it/s]
Loading checkpoint shards:  50%|█████     | 2/4 [00:16<00:18,  9.29s/it]
Loading checkpoint shards:  75%|███████▌  | 3/4 [00:34<00:13, 13.28s/it]
Loading checkpoint shards: 100%|██████████| 4/4 [00:34<00:00,  8.20s/it]
Loading checkpoint shards: 100%|██████████| 4/4 [00:34<00:00,  8.63s/it]
Loaded with AutoModelForVision2Seq
  ERROR on 7582864625457384725_7592503137240386834: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[1/133] 7582864625457384725_7592503137240386834 | acc=0.000 (correct=0/0) | 8.27 samp/s
  ERROR on 7583298662386650389_7603817886603300103: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[2/133] 7583298662386650389_7603817886603300103 | acc=0.000 (correct=0/0) | 8.97 samp/s
  ERROR on 7583769463078800643_7603057302106656022: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[3/133] 7583769463078800643_7603057302106656022 | acc=0.000 (correct=0/0) | 10.22 samp/s
  ERROR on 7584143881545977110_7593173975707028758: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[4/133] 7584143881545977110_7593173975707028758 | acc=0.000 (correct=0/0) | 11.05 samp/s
  ERROR on 7584459358449405202_7604337545559674132: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[5/133] 7584459358449405202_7604337545559674132 | acc=0.000 (correct=0/0) | 11.11 samp/s
  ERROR on 7584515446049656086_7592960395527146774: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[6/133] 7584515446049656086_7592960395527146774 | acc=0.000 (correct=0/0) | 11.02 samp/s
  ERROR on 7585337388545723681_7593386207040507169: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[7/133] 7585337388545723681_7593386207040507169 | acc=0.000 (correct=0/0) | 11.08 samp/s
  ERROR on 7586774649753718038_7593408077811207427: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[8/133] 7586774649753718038_7593408077811207427 | acc=0.000 (correct=0/0) | 11.03 samp/s
  ERROR on 7588310732303879432_7595998237404761362: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[9/133] 7588310732303879432_7595998237404761362 | acc=0.000 (correct=0/0) | 10.94 samp/s
  ERROR on 7589478401866616084_7592464439727623445: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[10/133] 7589478401866616084_7592464439727623445 | acc=0.000 (correct=0/0) | 10.96 samp/s
  ERROR on 7589598278531009813_7604139924731809045: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[11/133] 7589598278531009813_7604139924731809045 | acc=0.000 (correct=0/0) | 11.10 samp/s
  ERROR on 7590080459309124886_7602942433009159446: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[12/133] 7590080459309124886_7602942433009159446 | acc=0.000 (correct=0/0) | 10.94 samp/s
  ERROR on 7590122947935735062_7602760876478745878: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[13/133] 7590122947935735062_7602760876478745878 | acc=0.000 (correct=0/0) | 10.93 samp/s
  ERROR on 7590736059038698760_7604236963700329736: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[14/133] 7590736059038698760_7604236963700329736 | acc=0.000 (correct=0/0) | 10.79 samp/s
  ERROR on 7591396054570896660_7602174366645865736: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[15/133] 7591396054570896660_7602174366645865736 | acc=0.000 (correct=0/0) | 10.77 samp/s
  ERROR on 7591603142207474952_7592657430761295124: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[16/133] 7591603142207474952_7592657430761295124 | acc=0.000 (correct=0/0) | 10.79 samp/s
  ERROR on 7591633885876833543_7592914268626930952: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[17/133] 7591633885876833543_7592914268626930952 | acc=0.000 (correct=0/0) | 10.78 samp/s
  ERROR on 7592127916369022215_7592811493075225877: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[18/133] 7592127916369022215_7592811493075225877 | acc=0.000 (correct=0/0) | 10.73 samp/s
  ERROR on 7592292714314566934_7603000520394968342: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[19/133] 7592292714314566934_7603000520394968342 | acc=0.000 (correct=0/0) | 10.74 samp/s
  ERROR on 7592363769301388575_7592557472821382420: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[20/133] 7592363769301388575_7592557472821382420 | acc=0.000 (correct=0/0) | 10.78 samp/s
  ERROR on 7592379393456999688_7592812522206514452: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[21/133] 7592379393456999688_7592812522206514452 | acc=0.000 (correct=0/0) | 10.77 samp/s
  ERROR on 7592395525857627448_7592424707811446034: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[22/133] 7592395525857627448_7592424707811446034 | acc=0.000 (correct=0/0) | 10.76 samp/s
  ERROR on 7592396786472455445_7592776503407037716: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[23/133] 7592396786472455445_7592776503407037716 | acc=0.000 (correct=0/0) | 10.77 samp/s
  ERROR on 7592406759860423943_7592469167501102344: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[24/133] 7592406759860423943_7592469167501102344 | acc=0.000 (correct=0/0) | 10.77 samp/s
  ERROR on 7592439822283705607_7592708834959904001: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[25/133] 7592439822283705607_7592708834959904001 | acc=0.000 (correct=0/0) | 10.78 samp/s
  ERROR on 7592441861743136007_7592686503755582727: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[26/133] 7592441861743136007_7592686503755582727 | acc=0.000 (correct=0/0) | 10.77 samp/s
  ERROR on 7592612029127494934_7593372133087022358: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[27/133] 7592612029127494934_7593372133087022358 | acc=0.000 (correct=0/0) | 10.78 samp/s
  ERROR on 7592621669458480417_7593325946653003030: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[28/133] 7592621669458480417_7593325946653003030 | acc=0.000 (correct=0/0) | 10.83 samp/s
  ERROR on 7592630277092936980_7592934574200605974: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[29/133] 7592630277092936980_7592934574200605974 | acc=0.000 (correct=0/0) | 10.84 samp/s
  ERROR on 7592662940269006113_7593135968987696406: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[30/133] 7592662940269006113_7593135968987696406 | acc=0.000 (correct=0/0) | 10.86 samp/s
  ERROR on 7592695844491644178_7593247873295289622: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[31/133] 7592695844491644178_7593247873295289622 | acc=0.000 (correct=0/0) | 10.89 samp/s
  ERROR on 7592734749563653384_7593673083739802898: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[32/133] 7592734749563653384_7593673083739802898 | acc=0.000 (correct=0/0) | 10.87 samp/s
  ERROR on 7592983455659543830_7593423283710610710: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[33/133] 7592983455659543830_7593423283710610710 | acc=0.000 (correct=0/0) | 10.89 samp/s
  ERROR on 7593033792315575574_7593099150867172630: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[34/133] 7593033792315575574_7593099150867172630 | acc=0.000 (correct=0/0) | 10.90 samp/s
  ERROR on 7593219919349566741_7595664852438338823: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[35/133] 7593219919349566741_7595664852438338823 | acc=0.000 (correct=0/0) | 10.94 samp/s
  ERROR on 7593374120054656276_7604306674219863303: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[36/133] 7593374120054656276_7604306674219863303 | acc=0.000 (correct=0/0) | 10.96 samp/s
  ERROR on 7593727005841968391_7595431144884129035: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[37/133] 7593727005841968391_7595431144884129035 | acc=0.000 (correct=0/0) | 11.05 samp/s
  ERROR on 7593819989833026834_7604240520432520466: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[38/133] 7593819989833026834_7604240520432520466 | acc=0.000 (correct=0/0) | 11.04 samp/s
  ERROR on 7594557794372652309_7604204623724809479: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[39/133] 7594557794372652309_7604204623724809479 | acc=0.000 (correct=0/0) | 11.05 samp/s
  ERROR on 7594990951328746808_7595755849885289748: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[40/133] 7594990951328746808_7595755849885289748 | acc=0.000 (correct=0/0) | 11.11 samp/s
  ERROR on 7595380926247341332_7602338775099837714: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[41/133] 7595380926247341332_7602338775099837714 | acc=0.000 (correct=0/0) | 11.18 samp/s
  ERROR on 7595395129591024904_7595962701738741000: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[42/133] 7595395129591024904_7595962701738741000 | acc=0.000 (correct=0/0) | 11.27 samp/s
  ERROR on 7595407496525663506_7595842450577575179: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[43/133] 7595407496525663506_7595842450577575179 | acc=0.000 (correct=0/0) | 11.27 samp/s
  ERROR on 7595414619993246983_7595648604866350354: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[44/133] 7595414619993246983_7595648604866350354 | acc=0.000 (correct=0/0) | 11.27 samp/s
  ERROR on 7595460052346096914_7595599161152605447: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[45/133] 7595460052346096914_7595599161152605447 | acc=0.000 (correct=0/0) | 11.28 samp/s
  ERROR on 7595474031126646034_7595640420671982904: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[46/133] 7595474031126646034_7595640420671982904 | acc=0.000 (correct=0/0) | 11.21 samp/s
  ERROR on 7595812699439648007_7604520050434854152: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[47/133] 7595812699439648007_7604520050434854152 | acc=0.000 (correct=0/0) | 11.19 samp/s
  ERROR on 7597044647780764948_7604054478521748757: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[48/133] 7597044647780764948_7604054478521748757 | acc=0.000 (correct=0/0) | 11.27 samp/s
  ERROR on 7597788963738324232_7603763715422407957: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[49/133] 7597788963738324232_7603763715422407957 | acc=0.000 (correct=0/0) | 11.31 samp/s
  ERROR on 7598938266598952210_7604394570947890440: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[50/133] 7598938266598952210_7604394570947890440 | acc=0.000 (correct=0/0) | 11.32 samp/s
  ERROR on 7598981214132849942_7603041768992460054: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[51/133] 7598981214132849942_7603041768992460054 | acc=0.000 (correct=0/0) | 11.32 samp/s
  ERROR on 7599419411836964117_7602328110696090901: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[52/133] 7599419411836964117_7602328110696090901 | acc=0.000 (correct=0/0) | 11.31 samp/s
  ERROR on 7600049951300685076_7602626609417604370: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[53/133] 7600049951300685076_7602626609417604370 | acc=0.000 (correct=0/0) | 11.31 samp/s
  ERROR on 7600071116324900116_7602337842538368276: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[54/133] 7600071116324900116_7602337842538368276 | acc=0.000 (correct=0/0) | 11.31 samp/s
  ERROR on 7600138772541394198_7602907593710767382: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[55/133] 7600138772541394198_7602907593710767382 | acc=0.000 (correct=0/0) | 11.31 samp/s
  ERROR on 7600184266231745810_7603856182331051284: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[56/133] 7600184266231745810_7603856182331051284 | acc=0.000 (correct=0/0) | 11.31 samp/s
  ERROR on 7600267409701833992_7604407914765290759: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[57/133] 7600267409701833992_7604407914765290759 | acc=0.000 (correct=0/0) | 11.33 samp/s
  ERROR on 7600717184851053846_7603923738865782037: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[58/133] 7600717184851053846_7603923738865782037 | acc=0.000 (correct=0/0) | 11.33 samp/s
  ERROR on 7600822923275799828_7604562398480977159: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[59/133] 7600822923275799828_7604562398480977159 | acc=0.000 (correct=0/0) | 11.36 samp/s
  ERROR on 7600850853821418772_7604066449119857941: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[60/133] 7600850853821418772_7604066449119857941 | acc=0.000 (correct=0/0) | 11.41 samp/s
  ERROR on 7601115694347947294_7604552935992724744: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[61/133] 7601115694347947294_7604552935992724744 | acc=0.000 (correct=0/0) | 11.43 samp/s
  ERROR on 7601134749763030294_7602752793023204630: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[62/133] 7601134749763030294_7602752793023204630 | acc=0.000 (correct=0/0) | 11.43 samp/s
  ERROR on 7601312798609591574_7603019182405373206: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[63/133] 7601312798609591574_7603019182405373206 | acc=0.000 (correct=0/0) | 11.44 samp/s
  ERROR on 7601325066151890196_7602212400758000916: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[64/133] 7601325066151890196_7602212400758000916 | acc=0.000 (correct=0/0) | 11.47 samp/s
  ERROR on 7601574274960231702_7602694663203523862: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[65/133] 7601574274960231702_7602694663203523862 | acc=0.000 (correct=0/0) | 11.48 samp/s
  ERROR on 7601579424177343762_7602468045705006356: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[66/133] 7601579424177343762_7602468045705006356 | acc=0.000 (correct=0/0) | 11.48 samp/s
  ERROR on 7601586470712954115_7603338240136908054: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[67/133] 7601586470712954115_7603338240136908054 | acc=0.000 (correct=0/0) | 11.49 samp/s
  ERROR on 7601669855993007382_7603430768756477206: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[68/133] 7601669855993007382_7603430768756477206 | acc=0.000 (correct=0/0) | 11.48 samp/s
  ERROR on 7601674006034402582_7602604985834048790: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[69/133] 7601674006034402582_7602604985834048790 | acc=0.000 (correct=0/0) | 11.54 samp/s
  ERROR on 7601713212869856533_7602376124693351688: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[70/133] 7601713212869856533_7602376124693351688 | acc=0.000 (correct=0/0) | 11.57 samp/s
  ERROR on 7601765261200461078_7602681205758102806: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[71/133] 7601765261200461078_7602681205758102806 | acc=0.000 (correct=0/0) | 11.57 samp/s
  ERROR on 7601949430056602900_7602434611599265044: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[72/133] 7601949430056602900_7602434611599265044 | acc=0.000 (correct=0/0) | 11.57 samp/s
  ERROR on 7601970606141148438_7603078990038895894: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[73/133] 7601970606141148438_7603078990038895894 | acc=0.000 (correct=0/0) | 11.58 samp/s
  ERROR on 7602006928537046280_7602420413976546567: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[74/133] 7602006928537046280_7602420413976546567 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7602009271491988743_7604143486912171271: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[75/133] 7602009271491988743_7604143486912171271 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7602060282625674517_7602477809264495880: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[76/133] 7602060282625674517_7602477809264495880 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7602082846525754631_7604271197852929287: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[77/133] 7602082846525754631_7604271197852929287 | acc=0.000 (correct=0/0) | 11.61 samp/s
  ERROR on 7602143673546984725_7604193599068146951: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[78/133] 7602143673546984725_7604193599068146951 | acc=0.000 (correct=0/0) | 11.66 samp/s
  ERROR on 7602256064427330839_7603098072029138198: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[79/133] 7602256064427330839_7603098072029138198 | acc=0.000 (correct=0/0) | 11.65 samp/s
  ERROR on 7602270984690748694_7603038892320705814: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[80/133] 7602270984690748694_7603038892320705814 | acc=0.000 (correct=0/0) | 11.65 samp/s
  ERROR on 7602366022103878929_7602669638551391496: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[81/133] 7602366022103878929_7602669638551391496 | acc=0.000 (correct=0/0) | 11.64 samp/s
  ERROR on 7602382902457863445_7604191296412159252: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[82/133] 7602382902457863445_7604191296412159252 | acc=0.000 (correct=0/0) | 11.63 samp/s
  ERROR on 7602700620830625046_7602866165395803414: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[83/133] 7602700620830625046_7602866165395803414 | acc=0.000 (correct=0/0) | 11.63 samp/s
  ERROR on 7602708595221875986_7604355289906826504: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[84/133] 7602708595221875986_7604355289906826504 | acc=0.000 (correct=0/0) | 11.62 samp/s
  ERROR on 7602725486715817219_7603481735279512854: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[85/133] 7602725486715817219_7603481735279512854 | acc=0.000 (correct=0/0) | 11.61 samp/s
  ERROR on 7602729554339253526_7603093834116943126: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[86/133] 7602729554339253526_7603093834116943126 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7602843396088106262_7602995295437278486: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[87/133] 7602843396088106262_7602995295437278486 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7602910354212932884_7603540991643061512: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[88/133] 7602910354212932884_7603540991643061512 | acc=0.000 (correct=0/0) | 11.62 samp/s
  ERROR on 7602915847211977992_7604398958395559186: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[89/133] 7602915847211977992_7604398958395559186 | acc=0.000 (correct=0/0) | 11.61 samp/s
  ERROR on 7602946751540071701_7604027006077963528: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[90/133] 7602946751540071701_7604027006077963528 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7602984837502307606_7603479345079815446: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[91/133] 7602984837502307606_7603479345079815446 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7603022279718538516_7604021216944360712: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[92/133] 7603022279718538516_7604021216944360712 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7603057662082731286_7603508048769993987: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[93/133] 7603057662082731286_7603508048769993987 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7603072200341507329_7604142589331115280: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[94/133] 7603072200341507329_7604142589331115280 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7603075574315158806_7603118367762910486: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[95/133] 7603075574315158806_7603118367762910486 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7603079625559887125_7603753412768910612: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[96/133] 7603079625559887125_7603753412768910612 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7603090622093757718_7603453990323457303: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[97/133] 7603090622093757718_7603453990323457303 | acc=0.000 (correct=0/0) | 11.58 samp/s
  ERROR on 7603114436525870358_7603434420065848598: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[98/133] 7603114436525870358_7603434420065848598 | acc=0.000 (correct=0/0) | 11.57 samp/s
  ERROR on 7603118709992967446_7603141944167976214: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[99/133] 7603118709992967446_7603141944167976214 | acc=0.000 (correct=0/0) | 11.56 samp/s
  ERROR on 7603138308822076692_7603806260097453332: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[100/133] 7603138308822076692_7603806260097453332 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7603146769148513566_7604566499847687445: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[101/133] 7603146769148513566_7604566499847687445 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7603165062764711186_7603407222311292181: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[102/133] 7603165062764711186_7603407222311292181 | acc=0.000 (correct=0/0) | 11.61 samp/s
  ERROR on 7603185260158881045_7603447262575906068: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[103/133] 7603185260158881045_7603447262575906068 | acc=0.000 (correct=0/0) | 11.62 samp/s
  ERROR on 7603389036920704264_7604264676964207892: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[104/133] 7603389036920704264_7604264676964207892 | acc=0.000 (correct=0/0) | 11.62 samp/s
  ERROR on 7603529071628225800_7604036865682951445: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[105/133] 7603529071628225800_7604036865682951445 | acc=0.000 (correct=0/0) | 11.61 samp/s
  ERROR on 7603529734223383828_7604261847734275335: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[106/133] 7603529734223383828_7604261847734275335 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7603597531121011986_7604027676130594055: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[107/133] 7603597531121011986_7604027676130594055 | acc=0.000 (correct=0/0) | 11.58 samp/s
  ERROR on 7603814056583023893_7603967990312307975: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[108/133] 7603814056583023893_7603967990312307975 | acc=0.000 (correct=0/0) | 11.57 samp/s
  ERROR on 7603818369183190303_7604234434702806280: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[109/133] 7603818369183190303_7604234434702806280 | acc=0.000 (correct=0/0) | 11.57 samp/s
  ERROR on 7603852215660465416_7604220286849813781: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[110/133] 7603852215660465416_7604220286849813781 | acc=0.000 (correct=0/0) | 11.57 samp/s
  ERROR on 7603876731857931540_7604241667603893524: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[111/133] 7603876731857931540_7604241667603893524 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7603884493329550609_7604041815758490901: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[112/133] 7603884493329550609_7604041815758490901 | acc=0.000 (correct=0/0) | 11.61 samp/s
  ERROR on 7603902943246503175_7604332451615247623: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[113/133] 7603902943246503175_7604332451615247623 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7603921933381455125_7604079730609982741: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[114/133] 7603921933381455125_7604079730609982741 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7603932047878442257_7603978976616336661: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[115/133] 7603932047878442257_7603978976616336661 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7603947476332186901_7604063261130034433: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[116/133] 7603947476332186901_7604063261130034433 | acc=0.000 (correct=0/0) | 11.63 samp/s
  ERROR on 7603977624448175368_7604464746045230354: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[117/133] 7603977624448175368_7604464746045230354 | acc=0.000 (correct=0/0) | 11.67 samp/s
  ERROR on 7603979300127214866_7604577411136621844: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[118/133] 7603979300127214866_7604577411136621844 | acc=0.000 (correct=0/0) | 11.67 samp/s
  ERROR on 7603993350802394389_7604087376469642517: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[119/133] 7603993350802394389_7604087376469642517 | acc=0.000 (correct=0/0) | 11.66 samp/s
  ERROR on 7604019342124043540_7604368885785070868: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[120/133] 7604019342124043540_7604368885785070868 | acc=0.000 (correct=0/0) | 11.65 samp/s
  ERROR on 7604023995578453256_7604406022966463752: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[121/133] 7604023995578453256_7604406022966463752 | acc=0.000 (correct=0/0) | 11.64 samp/s
  ERROR on 7604071937224199445_7604486246018075922: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[122/133] 7604071937224199445_7604486246018075922 | acc=0.000 (correct=0/0) | 11.64 samp/s
  ERROR on 7604117742802701576_7604523788599938321: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[123/133] 7604117742802701576_7604523788599938321 | acc=0.000 (correct=0/0) | 11.63 samp/s
  ERROR on 7604119657179630856_7604130070600437010: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[124/133] 7604119657179630856_7604130070600437010 | acc=0.000 (correct=0/0) | 11.63 samp/s
  ERROR on 7604120387240234260_7604264832187108629: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[125/133] 7604120387240234260_7604264832187108629 | acc=0.000 (correct=0/0) | 11.62 samp/s
  ERROR on 7604133644516494613_7604325341783493906: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[126/133] 7604133644516494613_7604325341783493906 | acc=0.000 (correct=0/0) | 11.61 samp/s
  ERROR on 7604138193516055815_7604239035036437780: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[127/133] 7604138193516055815_7604239035036437780 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7604161389954862337_7604241413802380564: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[128/133] 7604161389954862337_7604241413802380564 | acc=0.000 (correct=0/0) | 11.60 samp/s
  ERROR on 7604192834694040850_7604553253086383381: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[129/133] 7604192834694040850_7604553253086383381 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7604198893898763541_7604200050855775508: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[130/133] 7604198893898763541_7604200050855775508 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7604221872682634503_7604297076985351432: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[131/133] 7604221872682634503_7604297076985351432 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7604250553891310869_7604452867709127956: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[132/133] 7604250553891310869_7604452867709127956 | acc=0.000 (correct=0/0) | 11.59 samp/s
  ERROR on 7604250992779087122_7604343009810926869: Invalid input images. Please provide a single image or a list of images or a list of list of images.
[133/133] 7604250992779087122_7604343009810926869 | acc=0.000 (correct=0/0) | 11.62 samp/s

============================================================
DONE  model=idefics3_8b
  accuracy:  0.0000 (0/0)
  per-class: {}
  parse_failures: 0
  time: 11.5s  (11.61 samp/s)
  saved -> /mnt/bn/bohanzhainas1/jiashuo/exp/active_cases_eval/idefics3_8b.json
Model:      idefics3_8b
Model path: /mnt/bn/bohanzhainas1/jiashuo/models/Idefics3-8B-Llama3
Model type: generic
Fine-tuned: False
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Loaded 133 samples from /mlx/users/jiashuo.fan/playground/inference/active_cases/frames_cache
Pending: 133
Loading generic model from /mnt/bn/bohanzhainas1/jiashuo/models/Idefics3-8B-Llama3
`torch_dtype` is deprecated! Use `dtype` instead!
  AutoModelForCausalLM failed: Unrecognized configuration class <class 'transformers.models.idefics3.configuration_idefics3.Idefics3Config'> for this kind of AutoModel: AutoModelForCausalLM.
Model type should be one of ApertusConfig, ArceeConfig, AriaTextConfig, BambaConfig, BartConfig, BertConfig, BertGenerationConfig, BigBirdConfig, BigBirdPegasusConfig, BioGptConfig, BitNetConfig, BlenderbotConfig, BlenderbotSmallConfig, BloomConfig, BltConfig, CamembertConfig, LlamaConfig, CodeGenConfig, CohereConfig, Cohere2Config, CpmAntConfig, CTRLConfig, Data2VecTextConfig, DbrxConfig, DeepseekV2Config, DeepseekV3Config, DiffLlamaConfig, DogeConfig, Dots1Config, ElectraConfig, Emu3Config, ErnieConfig, Ernie4_5Config, Ernie4_5_MoeConfig, Exaone4Config, FalconConfig, FalconH1Config, FalconMambaConfig, FlexOlmoConfig, FuyuConfig, GemmaConfig, Gemma2Config, Gemma3Config, Gemma3TextConfig, Gemma3nConfig, Gemma3nTextConfig, GitConfig, GlmConfig, Glm4Config, Glm4MoeConfig, GotOcr2Config, GPT2Config, GPT2Config, GPTBigCodeConfig, GPTNeoConfig, GPTNeoXConfig, GPTNeoXJapaneseConfig, GptOssConfig, GPTJConfig, GraniteConfig, GraniteMoeConfig, GraniteMoeHybridConfig, GraniteMoeSharedConfig, HeliumConfig, HunYuanDenseV1Config, HunYuanMoEV1Config, JambaConfig, JetMoeConfig, Lfm2Config, LlamaConfig, Llama4Config, Llama4TextConfig, LongcatFlashConfig, MambaConfig, Mamba2Config, MarianConfig, MBartConfig, MegaConfig, MegatronBertConfig, MiniMaxConfig, MinistralConfig, MistralConfig, MixtralConfig, MllamaConfig, ModernBertDecoderConfig, MoshiConfig, MptConfig, MusicgenConfig, MusicgenMelodyConfig, MvpConfig, NemotronConfig, OlmoConfig, Olmo2Config, Olmo3Config, OlmoeConfig, OpenLlamaConfig, OpenAIGPTConfig, OPTConfig, PegasusConfig, PersimmonConfig, PhiConfig, Phi3Config, Phi4MultimodalConfig, PhimoeConfig, PLBartConfig, ProphetNetConfig, QDQBertConfig, Qwen2Config, Qwen2MoeConfig, Qwen3Config, Qwen3MoeConfig, Qwen3NextConfig, RecurrentGemmaConfig, ReformerConfig, RemBertConfig, RobertaConfig, RobertaPreLayerNormConfig, RoCBertConfig, RoFormerConfig, RwkvConfig, SeedOssConfig, SmolLM3Config, Speech2Text2Config, StableLmConfig, Starcoder2Config, TransfoXLConfig, TrOCRConfig, VaultGemmaConfig, WhisperConfig, XGLMConfig, XLMConfig, XLMProphetNetConfig, XLMRobertaConfig, XLMRobertaXLConfig, XLNetConfig, xLSTMConfig, XmodConfig, ZambaConfig, Zamba2Config.
/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/modeling_auto.py:2284: FutureWarning: The class `AutoModelForVision2Seq` is deprecated and will be removed in v5.0. Please use `AutoModelForImageTextToText` instead.
  warnings.warn(

Loading checkpoint shards:   0%|          | 0/4 [00:00<?, ?it/s]
Loading checkpoint shards:  25%|██▌       | 1/4 [00:01<00:03,  1.16s/it]
Loading checkpoint shards:  50%|█████     | 2/4 [00:02<00:02,  1.08s/it]
Loading checkpoint shards:  75%|███████▌  | 3/4 [00:03<00:01,  1.13s/it]
Loading checkpoint shards: 100%|██████████| 4/4 [00:03<00:00,  1.18it/s]
Loading checkpoint shards: 100%|██████████| 4/4 [00:03<00:00,  1.06it/s]
Loaded with AutoModelForVision2Seq
[1/133] 7582864625457384725_7592503137240386834 | acc=0.000 (correct=0/1) | 0.09 samp/s
[2/133] 7583298662386650389_7603817886603300103 | acc=0.000 (correct=0/2) | 0.10 samp/s
[3/133] 7583769463078800643_7603057302106656022 | acc=0.333 (correct=1/3) | 0.09 samp/s
[4/133] 7584143881545977110_7593173975707028758 | acc=0.500 (correct=2/4) | 0.10 samp/s
[5/133] 7584459358449405202_7604337545559674132 | acc=0.400 (correct=2/5) | 0.10 samp/s
[6/133] 7584515446049656086_7592960395527146774 | acc=0.500 (correct=3/6) | 0.10 samp/s
[7/133] 7585337388545723681_7593386207040507169 | acc=0.429 (correct=3/7) | 0.10 samp/s
[8/133] 7586774649753718038_7593408077811207427 | acc=0.375 (correct=3/8) | 0.10 samp/s
[9/133] 7588310732303879432_7595998237404761362 | acc=0.444 (correct=4/9) | 0.10 samp/s
[10/133] 7589478401866616084_7592464439727623445 | acc=0.500 (correct=5/10) | 0.10 samp/s
[11/133] 7589598278531009813_7604139924731809045 | acc=0.545 (correct=6/11) | 0.10 samp/s
[12/133] 7590080459309124886_7602942433009159446 | acc=0.500 (correct=6/12) | 0.10 samp/s
[13/133] 7590122947935735062_7602760876478745878 | acc=0.462 (correct=6/13) | 0.10 samp/s
[14/133] 7590736059038698760_7604236963700329736 | acc=0.462 (correct=6/13) | 0.10 samp/s
[15/133] 7591396054570896660_7602174366645865736 | acc=0.462 (correct=6/13) | 0.10 samp/s
[16/133] 7591603142207474952_7592657430761295124 | acc=0.500 (correct=7/14) | 0.10 samp/s
[17/133] 7591633885876833543_7592914268626930952 | acc=0.467 (correct=7/15) | 0.10 samp/s
[18/133] 7592127916369022215_7592811493075225877 | acc=0.438 (correct=7/16) | 0.10 samp/s
[19/133] 7592292714314566934_7603000520394968342 | acc=0.471 (correct=8/17) | 0.10 samp/s
[20/133] 7592363769301388575_7592557472821382420 | acc=0.444 (correct=8/18) | 0.10 samp/s
[21/133] 7592379393456999688_7592812522206514452 | acc=0.474 (correct=9/19) | 0.10 samp/s
[22/133] 7592395525857627448_7592424707811446034 | acc=0.500 (correct=10/20) | 0.10 samp/s
[23/133] 7592396786472455445_7592776503407037716 | acc=0.524 (correct=11/21) | 0.10 samp/s
[24/133] 7592406759860423943_7592469167501102344 | acc=0.545 (correct=12/22) | 0.10 samp/s
Model:      idefics3_8b
Model path: /mnt/bn/bohanzhainas1/jiashuo/models/Idefics3-8B-Llama3
Model type: generic
Fine-tuned: False
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Loaded 133 samples from /mlx/users/jiashuo.fan/playground/inference/active_cases/frames_cache
Pending: 133
Traceback (most recent call last):
  File "/home/tiger/.local/lib/python3.11/site-packages/transformers/utils/import_utils.py", line 2317, in __getattr__
    module = self._get_module(self._class_to_module[name])
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/tiger/.local/lib/python3.11/site-packages/transformers/utils/import_utils.py", line 2347, in _get_module
    raise e
  File "/home/tiger/.local/lib/python3.11/site-packages/transformers/utils/import_utils.py", line 2345, in _get_module
    return importlib.import_module("." + module_name, self.__name__)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/mlx/users/jiashuo.fan/miniconda3/envs/abbie/lib/python3.11/importlib/__init__.py", line 126, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "<frozen importlib._bootstrap>", line 1204, in _gcd_import
  File "<frozen importlib._bootstrap>", line 1176, in _find_and_load
  File "<frozen importlib._bootstrap>", line 1147, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 690, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 940, in exec_module
  File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
  File "/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/processing_auto.py", line 27, in <module>
    from ...image_processing_utils import ImageProcessingMixin
  File "/home/tiger/.local/lib/python3.11/site-packages/transformers/image_processing_utils.py", line 21, in <module>
    from .image_processing_base import BatchFeature, ImageProcessingMixin
  File "/home/tiger/.local/lib/python3.11/site-packages/transformers/image_processing_base.py", line 26, in <module>
    from .image_utils import is_valid_image, load_image
  File "/home/tiger/.local/lib/python3.11/site-packages/transformers/image_utils.py", line 55, in <module>
    from torchvision.transforms import InterpolationMode
  File "/mlx/users/jiashuo.fan/miniconda3/envs/abbie/lib/python3.11/site-packages/torchvision/__init__.py", line 10, in <module>
    from torchvision import _meta_registrations, datasets, io, models, ops, transforms, utils  # usort:skip
    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/mlx/users/jiashuo.fan/miniconda3/envs/abbie/lib/python3.11/site-packages/torchvision/_meta_registrations.py", line 163, in <module>
    @torch.library.register_fake("torchvision::nms")
     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/mlx/users/jiashuo.fan/miniconda3/envs/abbie/lib/python3.11/site-packages/torch/library.py", line 1073, in register
    use_lib._register_fake(
  File "/mlx/users/jiashuo.fan/miniconda3/envs/abbie/lib/python3.11/site-packages/torch/library.py", line 203, in _register_fake
    handle = entry.fake_impl.register(
             ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/mlx/users/jiashuo.fan/miniconda3/envs/abbie/lib/python3.11/site-packages/torch/_library/fake_impl.py", line 50, in register
    if torch._C._dispatch_has_kernel_for_dispatch_key(self.qualname, "Meta"):
       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: operator torchvision::nms does not exist

The above exception was the direct cause of the following exception:

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 444, in load_generic
    from transformers import AutoModelForCausalLM, AutoModelForVision2Seq, AutoModel, AutoProcessor, AutoTokenizer
  File "/home/tiger/.local/lib/python3.11/site-packages/transformers/utils/import_utils.py", line 2320, in __getattr__
    raise ModuleNotFoundError(
ModuleNotFoundError: Could not import module 'AutoProcessor'. Are this object's requirements defined correctly?
Model:      idefics3_8b
Model path: /mnt/bn/bohanzhainas1/jiashuo/models/Idefics3-8B-Llama3
Model type: generic
Fine-tuned: False
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Loaded 133 samples from /mlx/users/jiashuo.fan/playground/inference/active_cases/frames_cache
Pending: 133
Loading generic model from /mnt/bn/bohanzhainas1/jiashuo/models/Idefics3-8B-Llama3
`torch_dtype` is deprecated! Use `dtype` instead!
  AutoModelForCausalLM failed: Unrecognized configuration class <class 'transformers.models.idefics3.configuration_idefics3.Idefics3Config'> for this kind of AutoModel: AutoModelForCausalLM.
Model type should be one of ApertusConfig, ArceeConfig, AriaTextConfig, BambaConfig, BartConfig, BertConfig, BertGenerationConfig, BigBirdConfig, BigBirdPegasusConfig, BioGptConfig, BitNetConfig, BlenderbotConfig, BlenderbotSmallConfig, BloomConfig, BltConfig, CamembertConfig, LlamaConfig, CodeGenConfig, CohereConfig, Cohere2Config, CpmAntConfig, CTRLConfig, Data2VecTextConfig, DbrxConfig, DeepseekV2Config, DeepseekV3Config, DiffLlamaConfig, DogeConfig, Dots1Config, ElectraConfig, Emu3Config, ErnieConfig, Ernie4_5Config, Ernie4_5_MoeConfig, Exaone4Config, FalconConfig, FalconH1Config, FalconMambaConfig, FlexOlmoConfig, FuyuConfig, GemmaConfig, Gemma2Config, Gemma3Config, Gemma3TextConfig, Gemma3nConfig, Gemma3nTextConfig, GitConfig, GlmConfig, Glm4Config, Glm4MoeConfig, GotOcr2Config, GPT2Config, GPT2Config, GPTBigCodeConfig, GPTNeoConfig, GPTNeoXConfig, GPTNeoXJapaneseConfig, GptOssConfig, GPTJConfig, GraniteConfig, GraniteMoeConfig, GraniteMoeHybridConfig, GraniteMoeSharedConfig, HeliumConfig, HunYuanDenseV1Config, HunYuanMoEV1Config, JambaConfig, JetMoeConfig, Lfm2Config, LlamaConfig, Llama4Config, Llama4TextConfig, LongcatFlashConfig, MambaConfig, Mamba2Config, MarianConfig, MBartConfig, MegaConfig, MegatronBertConfig, MiniMaxConfig, MinistralConfig, MistralConfig, MixtralConfig, MllamaConfig, ModernBertDecoderConfig, MoshiConfig, MptConfig, MusicgenConfig, MusicgenMelodyConfig, MvpConfig, NemotronConfig, OlmoConfig, Olmo2Config, Olmo3Config, OlmoeConfig, OpenLlamaConfig, OpenAIGPTConfig, OPTConfig, PegasusConfig, PersimmonConfig, PhiConfig, Phi3Config, Phi4MultimodalConfig, PhimoeConfig, PLBartConfig, ProphetNetConfig, QDQBertConfig, Qwen2Config, Qwen2MoeConfig, Qwen3Config, Qwen3MoeConfig, Qwen3NextConfig, RecurrentGemmaConfig, ReformerConfig, RemBertConfig, RobertaConfig, RobertaPreLayerNormConfig, RoCBertConfig, RoFormerConfig, RwkvConfig, SeedOssConfig, SmolLM3Config, Speech2Text2Config, StableLmConfig, Starcoder2Config, TransfoXLConfig, TrOCRConfig, VaultGemmaConfig, WhisperConfig, XGLMConfig, XLMConfig, XLMProphetNetConfig, XLMRobertaConfig, XLMRobertaXLConfig, XLNetConfig, xLSTMConfig, XmodConfig, ZambaConfig, Zamba2Config.
/home/tiger/.local/lib/python3.11/site-packages/transformers/models/auto/modeling_auto.py:2284: FutureWarning: The class `AutoModelForVision2Seq` is deprecated and will be removed in v5.0. Please use `AutoModelForImageTextToText` instead.
  warnings.warn(

Loading checkpoint shards:   0%|          | 0/4 [00:00<?, ?it/s]
Loading checkpoint shards:  25%|██▌       | 1/4 [00:01<00:03,  1.11s/it]
Loading checkpoint shards:  50%|█████     | 2/4 [00:02<00:01,  1.01it/s]
Loading checkpoint shards:  75%|███████▌  | 3/4 [00:02<00:00,  1.04it/s]
Loading checkpoint shards: 100%|██████████| 4/4 [00:03<00:00,  1.39it/s]
Loading checkpoint shards: 100%|██████████| 4/4 [00:03<00:00,  1.22it/s]
Loaded with AutoModelForVision2Seq
[1/133] 7582864625457384725_7592503137240386834 | acc=0.000 (correct=0/1) | 0.07 samp/s
[2/133] 7583298662386650389_7603817886603300103 | acc=0.000 (correct=0/2) | 0.07 samp/s
[3/133] 7583769463078800643_7603057302106656022 | acc=0.333 (correct=1/3) | 0.07 samp/s
[4/133] 7584143881545977110_7593173975707028758 | acc=0.500 (correct=2/4) | 0.07 samp/s
[5/133] 7584459358449405202_7604337545559674132 | acc=0.400 (correct=2/5) | 0.07 samp/s
[6/133] 7584515446049656086_7592960395527146774 | acc=0.500 (correct=3/6) | 0.07 samp/s
[7/133] 7585337388545723681_7593386207040507169 | acc=0.429 (correct=3/7) | 0.07 samp/s
[8/133] 7586774649753718038_7593408077811207427 | acc=0.375 (correct=3/8) | 0.07 samp/s
[9/133] 7588310732303879432_7595998237404761362 | acc=0.444 (correct=4/9) | 0.07 samp/s
[10/133] 7589478401866616084_7592464439727623445 | acc=0.500 (correct=5/10) | 0.07 samp/s
[11/133] 7589598278531009813_7604139924731809045 | acc=0.545 (correct=6/11) | 0.07 samp/s
[12/133] 7590080459309124886_7602942433009159446 | acc=0.500 (correct=6/12) | 0.07 samp/s
[13/133] 7590122947935735062_7602760876478745878 | acc=0.462 (correct=6/13) | 0.07 samp/s
[14/133] 7590736059038698760_7604236963700329736 | acc=0.462 (correct=6/13) | 0.07 samp/s
[15/133] 7591396054570896660_7602174366645865736 | acc=0.462 (correct=6/13) | 0.07 samp/s
[16/133] 7591603142207474952_7592657430761295124 | acc=0.500 (correct=7/14) | 0.07 samp/s
[17/133] 7591633885876833543_7592914268626930952 | acc=0.467 (correct=7/15) | 0.07 samp/s
[18/133] 7592127916369022215_7592811493075225877 | acc=0.438 (correct=7/16) | 0.07 samp/s
[19/133] 7592292714314566934_7603000520394968342 | acc=0.471 (correct=8/17) | 0.07 samp/s
[20/133] 7592363769301388575_7592557472821382420 | acc=0.444 (correct=8/18) | 0.07 samp/s
[21/133] 7592379393456999688_7592812522206514452 | acc=0.474 (correct=9/19) | 0.08 samp/s
[22/133] 7592395525857627448_7592424707811446034 | acc=0.500 (correct=10/20) | 0.07 samp/s
[23/133] 7592396786472455445_7592776503407037716 | acc=0.524 (correct=11/21) | 0.07 samp/s
[24/133] 7592406759860423943_7592469167501102344 | acc=0.545 (correct=12/22) | 0.08 samp/s
[25/133] 7592439822283705607_7592708834959904001 | acc=0.565 (correct=13/23) | 0.08 samp/s
[26/133] 7592441861743136007_7592686503755582727 | acc=0.565 (correct=13/23) | 0.07 samp/s
[27/133] 7592612029127494934_7593372133087022358 | acc=0.583 (correct=14/24) | 0.07 samp/s
[28/133] 7592621669458480417_7593325946653003030 | acc=0.560 (correct=14/25) | 0.07 samp/s
[29/133] 7592630277092936980_7592934574200605974 | acc=0.538 (correct=14/26) | 0.07 samp/s
[30/133] 7592662940269006113_7593135968987696406 | acc=0.538 (correct=14/26) | 0.07 samp/s
[31/133] 7592695844491644178_7593247873295289622 | acc=0.518 (correct=14/27) | 0.07 samp/s
[32/133] 7592734749563653384_7593673083739802898 | acc=0.518 (correct=14/27) | 0.07 samp/s
[33/133] 7592983455659543830_7593423283710610710 | acc=0.500 (correct=14/28) | 0.07 samp/s
[34/133] 7593033792315575574_7593099150867172630 | acc=0.517 (correct=15/29) | 0.07 samp/s
[35/133] 7593219919349566741_7595664852438338823 | acc=0.500 (correct=15/30) | 0.07 samp/s
[36/133] 7593374120054656276_7604306674219863303 | acc=0.516 (correct=16/31) | 0.07 samp/s
[37/133] 7593727005841968391_7595431144884129035 | acc=0.516 (correct=16/31) | 0.07 samp/s
[38/133] 7593819989833026834_7604240520432520466 | acc=0.531 (correct=17/32) | 0.07 samp/s
[39/133] 7594557794372652309_7604204623724809479 | acc=0.515 (correct=17/33) | 0.07 samp/s
[40/133] 7594990951328746808_7595755849885289748 | acc=0.515 (correct=17/33) | 0.07 samp/s
[41/133] 7595380926247341332_7602338775099837714 | acc=0.515 (correct=17/33) | 0.07 samp/s
[42/133] 7595395129591024904_7595962701738741000 | acc=0.500 (correct=17/34) | 0.07 samp/s
[43/133] 7595407496525663506_7595842450577575179 | acc=0.500 (correct=17/34) | 0.07 samp/s
[44/133] 7595414619993246983_7595648604866350354 | acc=0.500 (correct=17/34) | 0.07 samp/s
[45/133] 7595460052346096914_7595599161152605447 | acc=0.486 (correct=17/35) | 0.07 samp/s
[46/133] 7595474031126646034_7595640420671982904 | acc=0.472 (correct=17/36) | 0.07 samp/s
[47/133] 7595812699439648007_7604520050434854152 | acc=0.460 (correct=17/37) | 0.07 samp/s
[48/133] 7597044647780764948_7604054478521748757 | acc=0.460 (correct=17/37) | 0.07 samp/s
[49/133] 7597788963738324232_7603763715422407957 | acc=0.460 (correct=17/37) | 0.07 samp/s
[50/133] 7598938266598952210_7604394570947890440 | acc=0.460 (correct=17/37) | 0.07 samp/s
[51/133] 7598981214132849942_7603041768992460054 | acc=0.460 (correct=17/37) | 0.07 samp/s
[52/133] 7599419411836964117_7602328110696090901 | acc=0.474 (correct=18/38) | 0.07 samp/s
[53/133] 7600049951300685076_7602626609417604370 | acc=0.462 (correct=18/39) | 0.07 samp/s
[54/133] 7600071116324900116_7602337842538368276 | acc=0.462 (correct=18/39) | 0.07 samp/s
[55/133] 7600138772541394198_7602907593710767382 | acc=0.450 (correct=18/40) | 0.07 samp/s
[56/133] 7600184266231745810_7603856182331051284 | acc=0.439 (correct=18/41) | 0.07 samp/s
[57/133] 7600267409701833992_7604407914765290759 | acc=0.429 (correct=18/42) | 0.07 samp/s
[58/133] 7600717184851053846_7603923738865782037 | acc=0.442 (correct=19/43) | 0.07 samp/s
[59/133] 7600822923275799828_7604562398480977159 | acc=0.455 (correct=20/44) | 0.07 samp/s
[60/133] 7600850853821418772_7604066449119857941 | acc=0.467 (correct=21/45) | 0.07 samp/s
[61/133] 7601115694347947294_7604552935992724744 | acc=0.467 (correct=21/45) | 0.07 samp/s
[62/133] 7601134749763030294_7602752793023204630 | acc=0.478 (correct=22/46) | 0.07 samp/s
[63/133] 7601312798609591574_7603019182405373206 | acc=0.468 (correct=22/47) | 0.07 samp/s
[64/133] 7601325066151890196_7602212400758000916 | acc=0.458 (correct=22/48) | 0.07 samp/s
[65/133] 7601574274960231702_7602694663203523862 | acc=0.449 (correct=22/49) | 0.07 samp/s
[66/133] 7601579424177343762_7602468045705006356 | acc=0.440 (correct=22/50) | 0.07 samp/s
[67/133] 7601586470712954115_7603338240136908054 | acc=0.431 (correct=22/51) | 0.07 samp/s
[68/133] 7601669855993007382_7603430768756477206 | acc=0.423 (correct=22/52) | 0.07 samp/s
[69/133] 7601674006034402582_7602604985834048790 | acc=0.423 (correct=22/52) | 0.07 samp/s
[70/133] 7601713212869856533_7602376124693351688 | acc=0.423 (correct=22/52) | 0.07 samp/s
[71/133] 7601765261200461078_7602681205758102806 | acc=0.415 (correct=22/53) | 0.07 samp/s
[72/133] 7601949430056602900_7602434611599265044 | acc=0.415 (correct=22/53) | 0.07 samp/s
[73/133] 7601970606141148438_7603078990038895894 | acc=0.426 (correct=23/54) | 0.07 samp/s
[74/133] 7602006928537046280_7602420413976546567 | acc=0.418 (correct=23/55) | 0.07 samp/s
[75/133] 7602009271491988743_7604143486912171271 | acc=0.429 (correct=24/56) | 0.07 samp/s
[76/133] 7602060282625674517_7602477809264495880 | acc=0.421 (correct=24/57) | 0.07 samp/s
[77/133] 7602082846525754631_7604271197852929287 | acc=0.421 (correct=24/57) | 0.07 samp/s
[78/133] 7602143673546984725_7604193599068146951 | acc=0.431 (correct=25/58) | 0.07 samp/s
[79/133] 7602256064427330839_7603098072029138198 | acc=0.424 (correct=25/59) | 0.07 samp/s
[80/133] 7602270984690748694_7603038892320705814 | acc=0.417 (correct=25/60) | 0.07 samp/s
[81/133] 7602366022103878929_7602669638551391496 | acc=0.410 (correct=25/61) | 0.07 samp/s
[82/133] 7602382902457863445_7604191296412159252 | acc=0.403 (correct=25/62) | 0.07 samp/s
[83/133] 7602700620830625046_7602866165395803414 | acc=0.397 (correct=25/63) | 0.07 samp/s
[84/133] 7602708595221875986_7604355289906826504 | acc=0.391 (correct=25/64) | 0.07 samp/s
[85/133] 7602725486715817219_7603481735279512854 | acc=0.400 (correct=26/65) | 0.07 samp/s
[86/133] 7602729554339253526_7603093834116943126 | acc=0.400 (correct=26/65) | 0.07 samp/s
[87/133] 7602843396088106262_7602995295437278486 | acc=0.409 (correct=27/66) | 0.07 samp/s
[88/133] 7602910354212932884_7603540991643061512 | acc=0.403 (correct=27/67) | 0.07 samp/s
[89/133] 7602915847211977992_7604398958395559186 | acc=0.397 (correct=27/68) | 0.07 samp/s
[90/133] 7602946751540071701_7604027006077963528 | acc=0.391 (correct=27/69) | 0.07 samp/s
[91/133] 7602984837502307606_7603479345079815446 | acc=0.391 (correct=27/69) | 0.07 samp/s
[92/133] 7603022279718538516_7604021216944360712 | acc=0.391 (correct=27/69) | 0.07 samp/s
[93/133] 7603057662082731286_7603508048769993987 | acc=0.391 (correct=27/69) | 0.07 samp/s
[94/133] 7603072200341507329_7604142589331115280 | acc=0.386 (correct=27/70) | 0.07 samp/s
[95/133] 7603075574315158806_7603118367762910486 | acc=0.386 (correct=27/70) | 0.07 samp/s
[96/133] 7603079625559887125_7603753412768910612 | acc=0.394 (correct=28/71) | 0.07 samp/s
[97/133] 7603090622093757718_7603453990323457303 | acc=0.389 (correct=28/72) | 0.07 samp/s
[98/133] 7603114436525870358_7603434420065848598 | acc=0.384 (correct=28/73) | 0.07 samp/s
[99/133] 7603118709992967446_7603141944167976214 | acc=0.378 (correct=28/74) | 0.07 samp/s
[100/133] 7603138308822076692_7603806260097453332 | acc=0.387 (correct=29/75) | 0.07 samp/s
[101/133] 7603146769148513566_7604566499847687445 | acc=0.387 (correct=29/75) | 0.07 samp/s
[102/133] 7603165062764711186_7603407222311292181 | acc=0.387 (correct=29/75) | 0.07 samp/s
[103/133] 7603185260158881045_7603447262575906068 | acc=0.395 (correct=30/76) | 0.07 samp/s
[104/133] 7603389036920704264_7604264676964207892 | acc=0.395 (correct=30/76) | 0.07 samp/s
[105/133] 7603529071628225800_7604036865682951445 | acc=0.403 (correct=31/77) | 0.07 samp/s
[106/133] 7603529734223383828_7604261847734275335 | acc=0.397 (correct=31/78) | 0.07 samp/s
[107/133] 7603597531121011986_7604027676130594055 | acc=0.397 (correct=31/78) | 0.07 samp/s
[108/133] 7603814056583023893_7603967990312307975 | acc=0.405 (correct=32/79) | 0.07 samp/s
[109/133] 7603818369183190303_7604234434702806280 | acc=0.405 (correct=32/79) | 0.07 samp/s
[110/133] 7603852215660465416_7604220286849813781 | acc=0.400 (correct=32/80) | 0.07 samp/s
[111/133] 7603876731857931540_7604241667603893524 | acc=0.400 (correct=32/80) | 0.07 samp/s
[112/133] 7603884493329550609_7604041815758490901 | acc=0.407 (correct=33/81) | 0.07 samp/s
[113/133] 7603902943246503175_7604332451615247623 | acc=0.402 (correct=33/82) | 0.07 samp/s
[114/133] 7603921933381455125_7604079730609982741 | acc=0.398 (correct=33/83) | 0.07 samp/s
[115/133] 7603932047878442257_7603978976616336661 | acc=0.393 (correct=33/84) | 0.07 samp/s
[116/133] 7603947476332186901_7604063261130034433 | acc=0.400 (correct=34/85) | 0.07 samp/s
[117/133] 7603977624448175368_7604464746045230354 | acc=0.400 (correct=34/85) | 0.07 samp/s
[118/133] 7603979300127214866_7604577411136621844 | acc=0.407 (correct=35/86) | 0.07 samp/s
[119/133] 7603993350802394389_7604087376469642517 | acc=0.402 (correct=35/87) | 0.07 samp/s
[120/133] 7604019342124043540_7604368885785070868 | acc=0.402 (correct=35/87) | 0.07 samp/s
[121/133] 7604023995578453256_7604406022966463752 | acc=0.398 (correct=35/88) | 0.07 samp/s
[122/133] 7604071937224199445_7604486246018075922 | acc=0.398 (correct=35/88) | 0.07 samp/s
[123/133] 7604117742802701576_7604523788599938321 | acc=0.393 (correct=35/89) | 0.07 samp/s
[124/133] 7604119657179630856_7604130070600437010 | acc=0.393 (correct=35/89) | 0.07 samp/s
[125/133] 7604120387240234260_7604264832187108629 | acc=0.389 (correct=35/90) | 0.07 samp/s
[126/133] 7604133644516494613_7604325341783493906 | acc=0.389 (correct=35/90) | 0.07 samp/s
[127/133] 7604138193516055815_7604239035036437780 | acc=0.396 (correct=36/91) | 0.07 samp/s
[128/133] 7604161389954862337_7604241413802380564 | acc=0.396 (correct=36/91) | 0.07 samp/s
[129/133] 7604192834694040850_7604553253086383381 | acc=0.391 (correct=36/92) | 0.07 samp/s
[130/133] 7604198893898763541_7604200050855775508 | acc=0.387 (correct=36/93) | 0.07 samp/s
[131/133] 7604221872682634503_7604297076985351432 | acc=0.383 (correct=36/94) | 0.07 samp/s
[132/133] 7604250553891310869_7604452867709127956 | acc=0.390 (correct=37/95) | 0.07 samp/s
[133/133] 7604250992779087122_7604343009810926869 | acc=0.390 (correct=37/95) | 0.07 samp/s

============================================================
DONE  model=idefics3_8b
  accuracy:  0.3895 (37/95)
  per-class: {
    "0": {
        "precision": 0.3736,
        "recall": 0.9714,
        "f1": 0.5397,
        "support": 35
    },
    "1": {
        "precision": 0.75,
        "recall": 0.05,
        "f1": 0.0938,
        "support": 60
    }
}
  parse_failures: 38
  time: 1798.4s  (0.07 samp/s)
  saved -> /mnt/bn/bohanzhainas1/jiashuo/exp/active_cases_eval/idefics3_8b.json