Machine-Learning

I encountered an issue where HuggingFace’s Trainer() would not start when using Google Cloud’s Vertex AI Workbench. A similar bug was reported on the following page: https://stackoverflow.com/questions/73415068/huggingface-trainer-does-nothing-only-on-vertex-ai-workbench-works-on-colab Initially, I had selected the “PyTorch” environment as shown below, and this is where the bug occurred: As described in the article above, switching to the “Python” environment resolved the issue: Note that when using this environment, you first need to run the following: ...

I recently wrote the following article: This time, I conducted a brief investigation on the execution time of NDLOCR using Google Colab, and here are the results. Configuration The GPU used was: F r = = i N G F = N P = V P a = / r G = N A I U n = 0 A o P = o p D = c U = r I = e = r A N T = T s = u 2 - a e = e 3 s = n 9 S m m = s 5 e G I = n M e p = l C s I D = i 0 I = a : = n 6 = = g : 4 P = V = 2 6 e = 1 C I = p 6 0 r = 0 P I D = r : . f = 0 0 = o 2 3 = - = c 9 2 = S = e . P P = X = s 2 0 e w = M = s 0 3 r r = 2 2 = e 2 s : = . 3 = s 2 i U = . W = s s = . P = f t a = / I = o D e g = D = u r n e = O 3 = n i c / = f 0 = d v e C = f 0 = e - a = W T = r M p = y = p = V = e = e B = 0 = r u = 0 = s s = 0 = i - = 0 P = o I = 0 r = n d = 0 0 o = : = 0 M c = = 0 i e = 4 M = : B s = 6 e = 0 s = 0 m = 0 / = . o = : n = 3 r = 0 1 a = 2 y = 4 6 m = . D - = . 1 e = 0 i U = 0 6 = 3 s s = 0 = p a = O M = . g = f i = A e = f B = = = C = U = = D V G = = A o P = = l U = = V a - = = e t U = = r i t = 0 = s l i = % = i e l = = o = = n U = = : n C = G U = c o = P s = 1 o m = U a = 1 r p = D g = . r u M = e M e = 2 . t I = f e = e G = a m = E = u N o = C M M = l / r = C . . = 0 t A y = = = The following image was used. The size was 5000 x 3415 px, 1.1 MB: ...