Updated results

reports/{2023-03-02.csv → 2023-03-06.csv}

@@ -1,21 +1,21 @@
 model_name,author,model_class,params,hash,license,task,groq_chips_used,groq_estimated_latency,nvidia_latency,x86_latency
-alexnet,torch_hub,AlexNet,61100840,2891f54c,-,-,2,0.135954,0.265397,-
+alexnet,torch_hub,AlexNet,61100840,2891f54c,-,-,2,0.13275399999999998,0.265397,-
 bart,huggingface_pytorch,BartModel,404079471,cb0751ce,-,-,16,-,4.15389,691.2166766198789
 beit,huggingface_pytorch,BeitModel,85530909,6b5d54c6,-,-,2,-,1.31387,189.04518397976062
-bert,huggingface_pytorch,BertModel,109166875,d59172a2,-,-,4,0.9705413333333334,0.893788,192.00225890985166
+bert,huggingface_pytorch,BertModel,109166875,d59172a2,-,-,4,0.9663413333333334,0.893788,192.00225890985166
 bert_for_question_answering,huggingface_pytorch,BertForQuestionAnswering,333701684,64bce7df,-,-,8,-,1.86677,582.1991720495862
 bert_generation,huggingface_pytorch,EncoderDecoderModel,465655102,42b8fae4,-,-,16,-,8.98776,1021.1708072599868
 bert_tiny_for_sequence_classification,huggingface_pytorch,BertForSequenceClassification,4353207,ca662a9e,-,-,1,0.050837944444444436,0.120548,2.0943395301583223
 blenderbot_small,huggingface_pytorch,BlenderbotSmallModel,84607354,d65dd9e3,-,-,2,-,1.90414,149.85194388013042
-camembert,huggingface_pytorch,CamembertModel,109461790,a2ac5985,-,-,4,1.601648,1.254,190.39643673990213
-clip_text_encoder,diffusers,CLIPTextModel,123066909,d312ecd1,-,-,4,0.6417337222222222,-,-
+camembert,huggingface_pytorch,CamembertModel,109461790,a2ac5985,-,-,4,1.288656888888889,1.254,190.39643673990213
+clip_text_encoder,diffusers,CLIPTextModel,123066909,d312ecd1,-,-,4,0.6395426111111111,-,-
 convbert,huggingface_pytorch,ConvBertModel,105389136,b39013e9,-,-,4,-,1.93383,193.79765466037497
 convnext,huggingface_pytorch,ConvNextModel,27766372,80414def,-,-,1,-,1.81162,114.20833107978979
 convnext_base,torch_hub,ConvNeXt,88438950,c68282ce,-,-,2,-,3.65142,304.56368945975555
 convnext_large,torch_hub,ConvNeXt,197538470,af479213,-,-,4,-,4.26559,537.3375729098188
 convnext_small,torch_hub,ConvNeXt,50109350,32bd6900,-,-,2,-,3.27443,205.04089930029295
 convnext_tiny,torch_hub,ConvNeXt,28536908,4f884eed,-,-,1,-,1.83052,111.76881739964301
-deberta,huggingface_pytorch,DebertaModel,123642151,f4e4f0d1,-,-,4,0.8728995555555555,0.940213,164.53658521008037
+deberta,huggingface_pytorch,DebertaModel,123642151,f4e4f0d1,-,-,4,0.8639662222222222,0.940213,164.53658521008037
 deit,huggingface_pytorch,DeiTModel,86272794,4519cd75,-,-,2,-,1.15917,188.40573065048375
 deit_base_for_image_classification,huggingface_pytorch,ViTForImageClassification,86567938,8fa842d1,-,-,2,-,1.20419,188.3781631502643
 deit_tiny_for_image_classification,huggingface_pytorch,ViTForImageClassification,5717698,4f7bba18,-,-,1,0.19544955555555554,0.768232,26.35047095020127
@@ -29,10 +29,10 @@ distil_wav2vec2_for_audio_classification,huggingface_pytorch,Wav2Vec2ForSequence
 distilbert,huggingface_pytorch,DistilBertModel,66068163,38518005,-,-,2,-,0.493093,97.93653728949721
 distilbert_for_question_answering,huggingface_pytorch,DistilBertForQuestionAnswering,66069705,65b3ff1b,-,-,2,-,0.497075,89.95117426966317
 distilhubert_for_audio_classification,huggingface_pytorch,HubertForSequenceClassification,23700634,4170140a,-,-,1,-,0.542671,64.19169483007863
-efficientnet_b0,torch_hub,EfficientNet,5242196,94890704,-,-,1,0.2533928888888889,0.815468,34.83409002990811
-efficientnet_b1,torch_hub,EfficientNet,7724900,8e53a932,-,-,1,0.3717228888888889,1.15945,49.84901875977812
-efficientnet_b2,torch_hub,EfficientNet,9034582,204800dc,-,-,1,0.3774106666666667,1.1791,53.85739198063675
-efficientnet_b3,torch_hub,EfficientNet,12134224,2950ca5b,-,-,1,0.37874066666666667,1.37323,69.99551486012933
+efficientnet_b0,torch_hub,EfficientNet,5242196,94890704,-,-,1,0.25167066666666665,0.815468,34.83409002990811
+efficientnet_b1,torch_hub,EfficientNet,7724900,8e53a932,-,-,1,0.3694806666666667,1.15945,49.84901875977812
+efficientnet_b2,torch_hub,EfficientNet,9034582,204800dc,-,-,1,0.372384,1.1791,53.85739198063675
+efficientnet_b3,torch_hub,EfficientNet,12134224,2950ca5b,-,-,1,0.378844,1.37323,69.99551486012933
 efficientnet_b4,torch_hub,EfficientNet,19197120,7d75dda2,-,-,1,-,1.74345,100.7260734403826
 efficientnet_b5,torch_hub,EfficientNet,30187756,204c9208,-,-,1,-,2.09168,144.18154243947356
 efficientnet_b6,torch_hub,EfficientNet,42776110,d5bd9458,-,-,1,-,2.50815,187.61203701986233
@@ -41,7 +41,7 @@ efficientnet_v2_l,torch_hub,EfficientNet,117896136,f5ddf7f0,-,-,4,-,3.71027,288.
 efficientnet_v2_m,torch_hub,EfficientNet,53790556,a041aef8,-,-,2,-,2.49759,145.62153512939403
 efficientnet_v2_s,torch_hub,EfficientNet,21275536,ae743058,-,-,1,-,1.66344,71.11873542038666
 electra,huggingface_pytorch,ElectraModel,13411610,8da49ae6,-,-,1,0.17529933333333333,0.608781,32.41823309013853
-electra_for_sequence_classification,huggingface_pytorch,ElectraForSequenceClassification,109285920,5ccb19c4,-,-,4,0.8283743888888889,0.87393,185.51082463993225
+electra_for_sequence_classification,huggingface_pytorch,ElectraForSequenceClassification,109285920,5ccb19c4,-,-,4,0.8592055,0.87393,185.51082463993225
 encoder_decoder,huggingface_pytorch,EncoderDecoderModel,269541955,051eeb05,-,-,8,-,4.48406,465.1959892800369
 fasterrcnn_mobilenet_v3_large_320_fpn,torchvision,FasterRCNN,-,59bcc1a5,-,-,-,-,-,-
 fasterrcnn_mobilenet_v3_large_fpn,torchvision,FasterRCNN,-,e32c9090,-,-,-,-,-,-
@@ -51,19 +51,19 @@ fcos_resnet50_fpn,torchvision,FCOS,-,78b52a80,-,-,-,-,-,-
 flaubert,huggingface_pytorch,FlaubertModel,665991556,6202b0cf,-,-,16,-,2.02618,999.1392646501481
 funnel,huggingface_pytorch,FunnelModel,126026920,ab8f5fd3,-,-,4,-,1.43615,227.34923097981664
 funnel_base,huggingface_pytorch,FunnelBaseModel,111060490,37ecc84c,-,-,4,-,1.09485,189.10730523013626
-googlenet,torch_hub,GoogLeNet,6613040,6e59c54b,-,-,1,0.1749551111111111,0.505724,-
-gpt1,huggingface_pytorch,OpenAIGPTModel,116160329,0342a9fe,-,-,4,0.8044728888888889,0.862691,160.37542472004134
+googlenet,torch_hub,GoogLeNet,6613040,6e59c54b,-,-,1,0.17383177777777775,0.505724,-
+gpt1,huggingface_pytorch,OpenAIGPTModel,116160329,0342a9fe,-,-,4,0.8094195555555556,0.862691,160.37542472004134
 gpt2,huggingface_pytorch,GPT2Model,123654222,af143a10,-,-,4,-,1.58146,173.56069374967774
 gpt2_doublehead,huggingface_pytorch,GPT2DoubleHeadsModel,162253137,7befd733,-,-,4,-,2.82408,249.52793023978302
-hardnet39ds,torch_hub,HarDNet,3475460,47ba431c,-,-,1,0.16482066666666664,0.671144,28.176044120045844
-hardnet68,torch_hub,HarDNet,17557702,9d6d24cf,-,-,1,0.4474928888888889,1.34825,61.87605565995909
-hardnet68ds,torch_hub,HarDNet,4162968,85f34cd3,-,-,1,0.2613695555555556,1.16506,44.41307182030869
+hardnet39ds,torch_hub,HarDNet,3475460,47ba431c,-,-,1,0.16504844444444444,0.671144,28.176044120045844
+hardnet68,torch_hub,HarDNet,17557702,9d6d24cf,-,-,1,0.4453806666666667,1.34825,61.87605565995909
+hardnet68ds,torch_hub,HarDNet,4162968,85f34cd3,-,-,1,0.25863955555555557,1.16506,44.41307182030869
 hardnet85,torch_hub,HarDNet,36657186,acb062f3,-,-,1,-,-,113.87802991979697
 imagegpt,huggingface_pytorch,ImageGPTModel,75872253,3b5850cc,-,-,2,-,-,171.59918417972222
-inception_v3,torch_hub,Inception3,23802160,46db3db5,-,-,1,0.2930784444444445,-,-
+inception_v3,torch_hub,Inception3,23802160,46db3db5,-,-,1,0.29124955555555554,-,-
 keypointrcnn_resnet50_fpn,torchvision,KeypointRCNN,-,2f5908b4,-,-,-,-,-,-
-layoutlm,huggingface_pytorch,LayoutLMModel,112312606,33ec397d,-,-,4,0.9197599999999999,-,174.74697219979134
-luke,huggingface_pytorch,LukeModel,124626094,431c265c,-,-,4,0.7780168888888889,-,-
+layoutlm,huggingface_pytorch,LayoutLMModel,112312606,33ec397d,-,-,4,0.9206,-,174.74697219979134
+luke,huggingface_pytorch,LukeModel,124626094,431c265c,-,-,4,0.7627902222222223,-,-
 m2m_100,huggingface_pytorch,M2M100Model,484582648,533285d2,-,-,16,-,4.65753,-
 marian,huggingface_pytorch,MarianModel,73968758,ea99ab2b,-,-,2,-,1.44538,103.37036954973883
 marianmt,huggingface_pytorch,MarianMTModel,105222896,f4dcd1cc,-,-,4,-,2.94311,157.55457573039166
@@ -71,29 +71,29 @@ maskrcnn_resnet50_fpn,torchvision,MaskRCNN,-,a5f78569,-,-,-,-,-,-
 maskrcnn_resnet50_fpn_v2,torchvision,MaskRCNN,-,f4f1de9a,-,-,-,-,-,-
 megatron_bert,huggingface_pytorch,MegatronBertModel,333060655,2fa53f3f,-,-,8,-,1.96738,555.1407034999283
 minilmv2,huggingface_pytorch,BertModel,22565905,f969d36d,-,-,1,-,0.375789,35.073293950699735
-mnasnet0_5,torch_hub,MNASNet,2200880,913218e2,-,-,1,0.126604,-,-
-mnasnet0_75,torch_hub,MNASNet,3144288,4a915154,-,-,1,0.15194288888888888,-,-
-mnasnet1_0,torch_hub,MNASNet,4350160,041e693a,-,-,1,0.15758844444444442,-,-
-mnasnet1_3,torch_hub,MNASNet,6239320,87ea0deb,-,-,1,0.15972844444444442,-,-
-mobilebert,huggingface_pytorch,MobileBertModel,24552347,72442a94,-,-,1,0.265796,2.51211,-
-mobilebert_for_sequence_classification,huggingface_pytorch,MobileBertForSequenceClassification,21063071,c6599ac3,-,-,1,0.2579278888888889,2.51349,-
-mobilenet_v2,torch_hub,MobileNetV2,3475078,a81033ae,-,-,1,0.14282622222222222,-,53.026464490030776
-mobilenet_v3_large,torch_hub,MobileNetV3,5457176,00777649,-,-,1,0.14464177777777776,-,-
-mobilenet_v3_small,torch_hub,MobileNetV3,2529712,e7fae853,-,-,1,0.10310622222222221,-,-
+mnasnet0_5,torch_hub,MNASNet,2200880,913218e2,-,-,1,0.12472955555555554,-,-
+mnasnet0_75,torch_hub,MNASNet,3144288,4a915154,-,-,1,0.15018177777777778,-,-
+mnasnet1_0,torch_hub,MNASNet,4350160,041e693a,-,-,1,0.15523177777777777,-,-
+mnasnet1_3,torch_hub,MNASNet,6239320,87ea0deb,-,-,1,0.157544,-,-
+mobilebert,huggingface_pytorch,MobileBertModel,24552347,72442a94,-,-,1,0.26617711111111114,2.51211,-
+mobilebert_for_sequence_classification,huggingface_pytorch,MobileBertForSequenceClassification,21063071,c6599ac3,-,-,1,0.257009,2.51349,-
+mobilenet_v2,torch_hub,MobileNetV2,3475078,a81033ae,-,-,1,0.14078844444444444,-,53.026464490030776
+mobilenet_v3_large,torch_hub,MobileNetV3,5457176,00777649,-,-,1,0.1435428888888889,-,-
+mobilenet_v3_small,torch_hub,MobileNetV3,2529712,e7fae853,-,-,1,0.10183288888888889,-,-
 mobilevit,huggingface_pytorch,MobileViTModel,4913383,47b02614,-,-,1,-,1.02014,41.67117318036617
 mobilevit_small_for_semantic_segmentation,huggingface_pytorch,MobileViTForSemanticSegmentation,6351176,5621d1d8,-,-,1,-,1.0752,-
-mobilevit_x_small_for_semantic_segmentation,huggingface_pytorch,MobileViTForSemanticSegmentation,2938952,f9f29c8e,-,-,1,0.4313458888888889,0.997081,-
-mobilevit_xx_small_for_semantic_segmentation,huggingface_pytorch,MobileViTForSemanticSegmentation,1851840,535af098,-,-,1,0.3393303333333333,1.0546,-
-mpnet,huggingface_pytorch,MPNetModel,109563934,747bb620,-,-,4,1.2888346666666668,1.22228,170.32035639014794
+mobilevit_x_small_for_semantic_segmentation,huggingface_pytorch,MobileViTForSemanticSegmentation,2938952,f9f29c8e,-,-,1,0.42951477777777775,0.997081,-
+mobilevit_xx_small_for_semantic_segmentation,huggingface_pytorch,MobileViTForSemanticSegmentation,1851840,535af098,-,-,1,-,1.0546,-
+mpnet,huggingface_pytorch,MPNetModel,109563934,747bb620,-,-,4,1.2825813333333334,1.22228,170.32035639014794
 mt5_base,huggingface_pytorch,MT5Model,393067796,6a56180f,-,-,8,-,3.75727,391.50536451990774
 mt5_encoder,huggingface_pytorch,MT5EncoderModel,147030724,760f744b,-,-,4,-,0.520979,43.641853389999596
 mt5_small,huggingface_pytorch,MT5Model,173102608,9625f18b,-,-,4,-,1.989,111.67433849026565
 openai_doublehead,huggingface_pytorch,OpenAIGPTDoubleHeadsModel,147248972,a4df98ec,-,-,4,-,1.89416,210.16663355956553
 pegasus,huggingface_pytorch,PegasusModel,403947826,b92cca23,-,-,16,-,4.3277,736.7732610790699
 perceiver,huggingface_pytorch,PerceiverModel,259427689,a4732115,-,-,8,-,2.42192,565.411753430235
-poolformer,huggingface_pytorch,PoolFormerModel,11371452,a8cfe755,-,-,1,0.5037313333333333,1.65637,36.42502397968201
+poolformer,huggingface_pytorch,PoolFormerModel,11371452,a8cfe755,-,-,1,0.5050124444444445,1.65637,36.42502397968201
 rag,huggingface_pytorch,RagModel,455992266,7e502070,-,-,16,-,5.52265,792.9168372506683
-realm,huggingface_pytorch,RealmEmbedder,109265461,d9107239,-,-,4,0.9659404444444445,0.905614,170.6357715105696
+realm,huggingface_pytorch,RealmEmbedder,109265461,d9107239,-,-,4,0.9555982222222222,0.905614,170.6357715105696
 regnet_x_16gf,torch_hub,RegNet,54171112,90fe350f,-,-,2,-,-,-
 regnet_x_1_6gf,torch_hub,RegNet,9148224,9b6af29e,-,-,1,-,-,-
 regnet_x_32gf,torch_hub,RegNet,107654448,024939e4,-,-,4,-,-,-
@@ -110,38 +110,38 @@ regnet_y_400mf,torch_hub,RegNet,4317824,74d9ef17,-,-,1,-,-,-
 regnet_y_800mf,torch_hub,RegNet,6403424,efe4b887,-,-,1,-,-,-
 regnet_y_8gf,torch_hub,RegNet,39298560,0c98c39d,-,-,1,-,-,-
 rembert,huggingface_pytorch,RemBertModel,575380455,1a69d8de,-,-,16,-,2.72039,947.4787048704457
-resnet101,torch_hub,ResNet,44447848,285cd579,-,-,1,0.3299006666666667,-,-
-resnet152,torch_hub,ResNet,60045416,c732f780,-,-,2,-,-,-
-resnet18,torch_hub,ResNet,11680872,11f0e9e3,-,-,1,0.1496962222222222,-,-
-resnet34,torch_hub,ResNet,21781608,85df0c4a,-,-,1,0.2726373333333334,-,-
-resnet50,torch_hub,ResNet,25507944,3ba0a685,-,-,1,0.24332177777777778,-,-
+resnet101,torch_hub,ResNet,44447848,285cd579,-,-,1,0.32660622222222224,-,-
+resnet152,torch_hub,ResNet,60045416,c732f780,-,-,2,0.670714,-,-
+resnet18,torch_hub,ResNet,11680872,11f0e9e3,-,-,1,0.1456028888888889,-,-
+resnet34,torch_hub,ResNet,21781608,85df0c4a,-,-,1,0.2671051111111112,-,-
+resnet50,torch_hub,ResNet,25507944,3ba0a685,-,-,1,0.24036511111111108,-,-
 resnext101_32x8d,torch_hub,ResNet,88592360,0b88b3d8,-,-,2,-,-,-
 resnext50_32x4d,torch_hub,ResNet,24964712,ce6f3fb8,-,-,1,-,-,-
 retinanet_resnet50_fpn,torchvision,RetinaNet,-,7cc11439,-,-,-,-,-,-
 retinanet_resnet50_fpn_v2,torchvision,RetinaNet,-,20403119,-,-,-,-,-,-
 retribert,huggingface_pytorch,RetriBertModel,81150360,4c3ee101,-,-,2,-,0.78575,161.68197247956414
-roberta,huggingface_pytorch,RobertaModel,109461790,f75bf095,-,-,4,1.601648,1.24405,172.31926737047615
+roberta,huggingface_pytorch,RobertaModel,109461790,f75bf095,-,-,4,1.288656888888889,1.24405,172.31926737047615
 roformer,huggingface_pytorch,RoFormerModel,123454570,a48eefbd,-,-,4,-,1.15434,181.44185373021173
 safety_clipvision,diffusers,CLIPVisionModel,303180600,bd5ab0a3,-,-,8,-,-,-
-segformer,huggingface_pytorch,SegformerModel,3301554,28a23805,-,-,1,0.3345293333333333,1.80416,28.62162310120766
-shufflenet_v2_x0_5,torch_hub,ShuffleNetV2,1360228,15046a84,-,-,1,0.17739288888888888,-,-
-shufflenet_v2_x1_0,torch_hub,ShuffleNetV2,2264074,81185b92,-,-,1,0.39266955555555555,-,-
-shufflenet_v2_x1_5,torch_hub,ShuffleNetV2,3482044,51805568,-,-,1,0.655604,-,-
-shufflenet_v2_x2_0,torch_hub,ShuffleNetV2,7363402,670c36ac,-,-,1,0.9142295555555555,-,-
+segformer,huggingface_pytorch,SegformerModel,3301554,28a23805,-,-,1,0.3357648888888889,1.80416,28.62162310120766
+shufflenet_v2_x0_5,torch_hub,ShuffleNetV2,1360228,15046a84,-,-,1,0.17563955555555552,-,-
+shufflenet_v2_x1_0,torch_hub,ShuffleNetV2,2264074,81185b92,-,-,1,0.39073955555555556,-,-
+shufflenet_v2_x1_5,torch_hub,ShuffleNetV2,3482044,51805568,-,-,1,0.6538806666666667,-,-
+shufflenet_v2_x2_0,torch_hub,ShuffleNetV2,7363402,670c36ac,-,-,1,0.912495111111111,-,-
 speech_to_text,huggingface_pytorch,Speech2TextModel,29738309,fc9ef5d8,-,-,1,0.3131224444444444,2.03099,-
-splinter,huggingface_pytorch,SplinterModel,108577050,d8703a6e,-,-,4,0.9752951111111111,0.862869,170.1798894998501
+splinter,huggingface_pytorch,SplinterModel,108577050,d8703a6e,-,-,4,0.9694862222222221,0.862869,170.1798894998501
 squeezebert,huggingface_pytorch,SqueezeBertModel,50775835,c54b2d76,-,-,2,-,5.59688,79.404421060608
-squeezenet1_0,torch_hub,SqueezeNet,1246280,8b319b5b,-,-,1,0.13888844444444443,-,-
-squeezenet1_1,torch_hub,SqueezeNet,1233288,db09563d,-,-,1,0.10062622222222223,-,-
+squeezenet1_0,torch_hub,SqueezeNet,1246280,8b319b5b,-,-,1,0.1347962222222222,-,-
+squeezenet1_1,torch_hub,SqueezeNet,1233288,db09563d,-,-,1,0.09681177777777777,-,-
 ssd300_vgg16,torchvision,SSD,22941893,7940cda0,-,-,-,-,-,-
 ssd300_vgg16,torchvision,SSDFeatureExtractorVGG,22941893,ba239042,-,-,1,-,-,-
-ssdlite320_mobilenet_v3_large,torchvision,SSDLiteFeatureExtractorMobileNet,3531168,0b96e723,-,-,1,0.31936577777777775,-,-
+ssdlite320_mobilenet_v3_large,torchvision,SSDLiteFeatureExtractorMobileNet,3531168,0b96e723,-,-,1,0.3183091111111111,-,-
 ssdlite320_mobilenet_v3_large,torchvision,SSD,3531168,cb077411,-,-,-,-,-,-
 swin_b,torch_hub,SwinTransformer,88739572,f0e93177,-,-,2,-,-,263.4275876703032
 swin_s,torch_hub,SwinTransformer,50404822,cc85d49e,-,-,2,-,-,168.21289044972218
 swin_t,torch_hub,SwinTransformer,28766980,89de9245,-,-,1,-,-,99.44971196026017
 t5_base,huggingface_pytorch,T5ForConditionalGeneration,250330269,ba7c8360,-,-,8,-,4.33878,-
-t5_encoder,huggingface_pytorch,T5EncoderModel,35455606,0559914f,-,-,1,0.1568293333333333,0.371184,-
+t5_encoder,huggingface_pytorch,T5EncoderModel,35455606,0559914f,-,-,1,0.16009377777777778,0.371184,-
 t5_large,huggingface_pytorch,T5ForConditionalGeneration,777383217,47d226ef,-,-,16,-,8.72961,-
 t5_small,huggingface_pytorch,T5ForConditionalGeneration,78004563,6f1dd5bb,-,-,2,-,2.27798,-
 unet_2d_condition,diffusers,UNet2DConditionModel,2324093576,b6cc8b9c,-,-,64,-,-,-
@@ -157,15 +157,15 @@ vgg19_bn,torch_hub,VGG,143658600,bc2392e4,-,-,4,-,-,-
 vgg19,torch_hub,VGG,143658600,d889f054,-,-,4,-,-,-
 vit,huggingface_pytorch,ViTModel,86271258,993623dd,-,-,2,-,1.35369,197.53784163898672
 vit_b_16,torch_hub,VisionTransformer,86497330,dd47dfd6,-,-,2,-,-,180.93363414045598
-vit_b_32,torch_hub,VisionTransformer,88153906,48d88bc1,-,-,2,0.3504117777777778,-,137.5043825899047
+vit_b_32,torch_hub,VisionTransformer,88153906,48d88bc1,-,-,2,0.34946733333333335,-,137.5043825899047
 vit_h_14,torch_hub,VisionTransformer,631724110,c682724f,-,-,16,-,-,1280.8591743299621
 vit_l_16,torch_hub,VisionTransformer,304134774,44b6c5a5,-,-,8,-,-,605.2569911597675
-vit_l_32,torch_hub,VisionTransformer,306343542,f137eddc,-,-,8,1.9487873333333334,-,485.7117613605078
+vit_l_32,torch_hub,VisionTransformer,306343542,f137eddc,-,-,8,1.9500495555555555,-,485.7117613605078
 wide_resnet101_2,torch_hub,ResNet,126752872,0eb07645,-,-,4,-,-,-
 wide_resnet50_2,torch_hub,ResNet,68819048,fd743f94,-,-,2,-,-,-
 xglm,huggingface_pytorch,XGLMModel,566264860,41f01198,-,-,16,-,4.02084,580.2742298800149
 xlm,huggingface_pytorch,XLMModel,665991556,6918ed2c,-,-,16,-,-,993.2137996098027
-xlm_roberta,huggingface_pytorch,XLMRobertaModel,109461790,a0532c05,-,-,4,1.601648,1.2654,183.20921227044892
+xlm_roberta,huggingface_pytorch,XLMRobertaModel,109461790,a0532c05,-,-,4,1.288656888888889,1.2654,183.20921227044892
 xlnet,huggingface_pytorch,XLNetModel,341121821,5cfcb429,-,-,8,-,3.31087,785.5760815998656
 yolos_tiny_for_object_detection,huggingface_pytorch,YolosForObjectDetection,6489028,8f6a6a55,-,-,1,-,0.929647,-
 midas_v3_hybrid,torch_hub,DPTDepthModel,-,6d674cb2,-,-,-,-,-,-