commit

trained_models_info.csv

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+name,arch,data,samples_seen_pretty,lr,warmup,epochs,gpus,samples_per_sec,samples_per_epoch,local_bs,detailed_training_info
+Model-B-32_Data-400M_Samples-13B_lr-1e-3_bs-86k.pt,ViT-B-32,400M,13B,0.001,2000,32,128,52724.00881,413000000,672,
+Model-L-14_Data-400M_Samples-13B_lr-1e-3_bs-86k.pt,ViT-L-14,400M,13B,0.001,2000,32,768,60327.90558,413000000,112,
+Model-L-14_Data-400M_Samples-34B_lr-1e-3_bs-86k.pt,ViT-L-14,400M,34B,0.001,10000,84,1024,79116.28421,413000000,84,
+Model-L-14_Data-2B_Samples-13B_lr-1e-3_bs-86k.pt,ViT-L-14,2B,13B,0.001,10000,64,1024,67928.46915,200000000,84,
+Model-B-32_Data-2B_Samples-13B_lr-5e-4_bs-32k.pt,ViT-B-32,2B,13B,0.0005,2000,65,128,93294.30008,200000000,256,
+Model-B-32_Data-80M_Samples-3B_lr-5e-4_bs-32k.pt,ViT-B-32,80M,3B,0.0005,2000,32,128,108844.5704,80000415,256,
+Model-B-32_Data-80M_Samples-13B_lr-5e-4_bs-32k.pt,ViT-B-32,80M,13B,0.0005,2000,160,128,108844.5704,80000415,256,
+Model-B-16_Data-2B_Samples-3B_lr-1e-3_bs-88k.pt,ViT-B-16,2B,3B,0.001,10000,12,344,134239.8261,213334440,256,
+Model-B-32_Data-2B_Samples-3B_lr-1e-3_bs-88k.pt,ViT-B-32,2B,3B,0.001,10000,12,344,218174.3316,213334440,256,
+Model-B-32_Data-400M_Samples-3B_lr-1e-3_bs-88k.pt,ViT-B-32,400M,3B,0.001,10000,6,344,219759.0125,407332084,256,
+Model-B-16_Data-400M_Samples-3B_lr-1e-3_bs-88k.pt,ViT-B-16,400M,3B,0.001,10000,6,344,136370.9084,407332084,256,
+Model-B-16_Data-2B_Samples-13B_lr-1e-3_bs-88k.pt,ViT-B-16,2B,13B,0.001,10000,65,176,54580.6237,200532718,512,
+Model-B-16_Data-80M_Samples-13B_lr-1e-3_bs-88k.pt,ViT-B-16,80M,13B,0.001,10000,163,176,50927.5668,80000415,512,
+Model-B-16_Data-80M_Samples-3B_lr-1e-3_bs-88k.pt,ViT-B-16,80M,3B,0.001,10000,32,344,128758.0639,80000415,256,
+Model-L-14_Data-400M_Samples-3B_lr-1e-3_bs-88k.pt,ViT-L-14,400M,3B,0.001,10000,6,396,40026.59493,407332084,224,
+Model-L-14_Data-2B_Samples-3B_lr-1e-3_bs-88k.pt,ViT-L-14,2B,3B,0.001,10000,12,396,39913.2071,213334440,224,
+Model-B-16_Data-2B_Samples-34B_lr-1e-3_bs-88k.pt,ViT-B-16,2B,34B,0.001,10000,171,344,78356.07648,200092953,256,
+Model-B-16_Data-400M_Samples-34B_lr-1e-3_bs-88k.pt,ViT-B-16,400M,34B,0.001,10000,84,176,64314.37834,407332084,512,
+Model-B-32_Data-400M_Samples-34B_lr-5e-4_bs-32k.pt,ViT-B-32,400M,34B,0.0005,2000,84,128,108844.5704,407332084,256,
+Model-L-14_Data-80M_Samples-13B_lr-1e-3_bs-88k.pt,ViT-L-14,80M,13B,0.001,10000,163,200,35524.82252,80000415,448,
+Model-L-14_Data-80M_Samples-3B_lr-1e-3_bs-88k.pt,ViT-L-14,80M,3B,0.001,10000,32,396,38878.74478,80000415,224,
+Model-L-14_Data-2B_Samples-34B_lr-1e-3_bs-86k.pt,ViT-L-14,2B,34B,0.001,10000,160,384,27861.91926,200000000,224,https://huggingface.co/laion/CLIP-ViT-L-14-laion2B-s32B-b82K
+Model-B-32_Data-2B_Samples-34B_lr-1e-3_bs-79k.pt,ViT-B-32,2B,34B,0.001,2000,256,824,187872.0,135646078,96,
+Model-B-16_Data-400M_Samples-13B_lr-5e-4_bs-33k.pt,ViT-B-16,400M,13B,0.0005,10000,32,176,59356.0,407332084,192,
+Model-H-14_Data-2B_Samples-34B_lr-5e-4_bs-79k.pt,ViT-H-14,2B,34B,0.0005,2000,256,824,34608.0,135646078,96,https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K
+Model-g-14_Data-2B_Samples-13B_lr-5e-4_bs-64k.pt,ViT-g-14,2B,13B,0.0005,2000,90,800,24800.0,135646078,80,https://huggingface.co/laion/CLIP-ViT-g-14-laion2B-s12B-b42K
+Model-B-32_Data-80M_Samples-34B_lr-1e-3_bs-88k.pt,ViT-B-32,80M,34B,0.001,10000,428,344,99289.44575,80000415,256,
+Model-B-16_Data-80M_Samples-34B_lr-1e-3_bs-88k.pt,ViT-B-16,80M,34B,0.001,10000,428,344,136146.6806,80000415,256,
+Model-L-14_Data-80M_Samples-34B_lr-1e-3_bs-88k.pt,ViT-L-14,80M,34B,0.001,10000,428,400,41970.05536,80000415,224,