wcarle/stable-diffusion-videos-openjourney 🔢📝❓ → 🖼️

▶️ 6.0K runs 📅 Apr 2023 ⚙️ Cog 0.6.1 🔗 GitHub ⚖️ License
latent-interpolation prompt-morphing text-to-video

About

Generate videos by interpolating the latent space of Stable Diffusion using the Openjourney Model

Example Output

Output

Performance Metrics

465.41s Prediction Time
791.33s Total Time
All Input Parameters
{
  "fps": 15,
  "seeds": "42 | 1337",
  "prompts": "full body cyborg full-length portrait detailed face symmetric steampunk cyberpunk cyborg intricate detailed to scale hyperrealistic cinematic lighting digital art concept art mdjrny-v4 style | full body cyborg full-length portrait detailed face symmetric steampunk cyberpunk cyborg intricate detailed to scale hyperrealistic cinematic lighting digital art concept art mdjrny-v4 style",
  "num_steps": 100,
  "scheduler": "klms",
  "guidance_scale": 7.5,
  "num_inference_steps": 50
}
Input Parameters
fps Type: integerDefault: 15Range: 5 - 60
Frame rate for the video.
seeds Type: string
Random seed, separated with '|' to use different seeds for each of the prompt provided above. Leave blank to randomize the seed.
prompts Type: stringDefault: a cat | a dog | a horse
Input prompts, separate each prompt with '|'.
num_steps Type: integerDefault: 50
Steps for generating the interpolation video. Recommended to set to 3 or 5 for testing, then up it to 60-200 for better results.
scheduler Default: klms
Choose the scheduler
guidance_scale Type: numberDefault: 7.5Range: 1 - 20
Scale for classifier-free guidance
num_inference_steps Type: integerDefault: 50Range: 1 - 500
Number of denoising steps for each image generated from the prompt
Output Schema

Output

Type: stringFormat: uri

Example Execution Logs
Setting Random seeds.
Seeds used for prompts are:
full body cyborg full-length portrait detailed face symmetric steampunk cyberpunk cyborg intricate detailed to scale hyperrealistic cinematic lighting digital art concept art mdjrny-v4 style: 42
full body cyborg full-length portrait detailed face symmetric steampunk cyberpunk cyborg intricate detailed to scale hyperrealistic cinematic lighting digital art concept art mdjrny-v4 style: 1337
  0%|          | 0/50 [00:00<?, ?it/s]
  2%|▏         | 1/50 [00:01<01:19,  1.63s/it]
  6%|▌         | 3/50 [00:01<00:22,  2.08it/s]
 10%|█         | 5/50 [00:01<00:12,  3.56it/s]
 14%|█▍        | 7/50 [00:02<00:08,  5.08it/s]
 18%|█▊        | 9/50 [00:02<00:06,  6.49it/s]
 22%|██▏       | 11/50 [00:02<00:05,  7.65it/s]
 26%|██▌       | 13/50 [00:02<00:04,  8.59it/s]
 30%|███       | 15/50 [00:02<00:03,  9.42it/s]
 34%|███▍      | 17/50 [00:02<00:03, 10.05it/s]
 38%|███▊      | 19/50 [00:03<00:02, 10.58it/s]
 42%|████▏     | 21/50 [00:03<00:02, 11.13it/s]
 46%|████▌     | 23/50 [00:03<00:02, 11.10it/s]
 50%|█████     | 25/50 [00:03<00:02, 10.87it/s]
 54%|█████▍    | 27/50 [00:03<00:02, 11.03it/s]
 58%|█████▊    | 29/50 [00:04<00:01, 10.80it/s]
 62%|██████▏   | 31/50 [00:04<00:01, 11.04it/s]
 66%|██████▌   | 33/50 [00:04<00:01, 11.54it/s]
 70%|███████   | 35/50 [00:04<00:01, 11.84it/s]
 74%|███████▍  | 37/50 [00:04<00:01, 11.89it/s]
 78%|███████▊  | 39/50 [00:04<00:00, 12.03it/s]
 82%|████████▏ | 41/50 [00:05<00:00, 11.92it/s]
 86%|████████▌ | 43/50 [00:05<00:00, 11.61it/s]
 90%|█████████ | 45/50 [00:05<00:00, 11.55it/s]
 94%|█████████▍| 47/50 [00:05<00:00, 12.02it/s]
 98%|█████████▊| 49/50 [00:05<00:00, 11.80it/s]
100%|██████████| 50/50 [00:05<00:00,  8.60it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.83it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.78it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.70it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.55it/s]
 20%|██        | 10/50 [00:00<00:03, 12.42it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.14it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.28it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.30it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.79it/s]
 40%|████      | 20/50 [00:01<00:02, 11.43it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.16it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.65it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.06it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.38it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.54it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.68it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.92it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 11.78it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.74it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.92it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.87it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.26it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.53it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 11.94it/s]
100%|██████████| 50/50 [00:04<00:00, 11.86it/s]
100%|██████████| 50/50 [00:04<00:00, 12.04it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.00it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.03it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.56it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.55it/s]
 20%|██        | 10/50 [00:00<00:03, 11.57it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.54it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.54it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.34it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.27it/s]
 40%|████      | 20/50 [00:01<00:02, 11.39it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.30it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.11it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.21it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.47it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.60it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.92it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.01it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.75it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.51it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.38it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.33it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.68it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.81it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.43it/s]
100%|██████████| 50/50 [00:04<00:00, 11.89it/s]
100%|██████████| 50/50 [00:04<00:00, 11.57it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.94it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.63it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.38it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.32it/s]
 20%|██        | 10/50 [00:00<00:03, 11.27it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.73it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.68it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.52it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.02it/s]
 40%|████      | 20/50 [00:01<00:02, 11.37it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.66it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.79it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.14it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.37it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.45it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.26it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.76it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.22it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.62it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.97it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.31it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.64it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.31it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.46it/s]
100%|██████████| 50/50 [00:04<00:00, 11.16it/s]
100%|██████████| 50/50 [00:04<00:00, 11.46it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.71it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.41it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.63it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.40it/s]
 20%|██        | 10/50 [00:00<00:03, 11.28it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.75it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.77it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.51it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.29it/s]
 40%|████      | 20/50 [00:01<00:02, 11.35it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.13it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.68it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.77it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.40it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.34it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.14it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.18it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.66it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.90it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.97it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.62it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.36it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.67it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.71it/s]
100%|██████████| 50/50 [00:04<00:00, 11.31it/s]
100%|██████████| 50/50 [00:04<00:00, 11.52it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.00it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.91it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.30it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.46it/s]
 20%|██        | 10/50 [00:00<00:03, 11.51it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.62it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.39it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.77it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.98it/s]
 40%|████      | 20/50 [00:01<00:02, 11.99it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.92it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.74it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.81it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.89it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.26it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.08it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.02it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.76it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.67it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.93it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.04it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.71it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 10.91it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.01it/s]
100%|██████████| 50/50 [00:04<00:00, 11.08it/s]
100%|██████████| 50/50 [00:04<00:00, 11.64it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.64it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.38it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.00it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.92it/s]
 20%|██        | 10/50 [00:00<00:03, 12.03it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.11it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.93it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.99it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.85it/s]
 40%|████      | 20/50 [00:01<00:02, 11.42it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.10it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.01it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.93it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.82it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.13it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.43it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 10.93it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.61it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.00it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.83it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.10it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 10.59it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 10.98it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.40it/s]
100%|██████████| 50/50 [00:04<00:00, 11.30it/s]
100%|██████████| 50/50 [00:04<00:00, 11.30it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.21it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.18it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.87it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.47it/s]
 20%|██        | 10/50 [00:00<00:03, 11.47it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.66it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.06it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.74it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.78it/s]
 40%|████      | 20/50 [00:01<00:02, 11.92it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.99it/s]
 48%|████▊     | 24/50 [00:02<00:02, 12.13it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.12it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.27it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.27it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.28it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.68it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.42it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.24it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.17it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.22it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.09it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.25it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.79it/s]
100%|██████████| 50/50 [00:04<00:00, 11.85it/s]
100%|██████████| 50/50 [00:04<00:00, 11.74it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.07it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.01it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.35it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.51it/s]
 20%|██        | 10/50 [00:00<00:03, 11.86it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.58it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.82it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.48it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.27it/s]
 40%|████      | 20/50 [00:01<00:02, 11.21it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.50it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.69it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.79it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.69it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.91it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.10it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.29it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 12.43it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.41it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.94it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.90it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.43it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.54it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.85it/s]
100%|██████████| 50/50 [00:04<00:00, 11.17it/s]
100%|██████████| 50/50 [00:04<00:00, 11.65it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.81it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.18it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.73it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.05it/s]
 20%|██        | 10/50 [00:00<00:03, 11.81it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.70it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.48it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.65it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.76it/s]
 40%|████      | 20/50 [00:01<00:02, 10.90it/s]
 44%|████▍     | 22/50 [00:01<00:02, 10.61it/s]
 48%|████▊     | 24/50 [00:02<00:02, 10.50it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.62it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.60it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.03it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 10.93it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 11.47it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.90it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.12it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.25it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.23it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.88it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.93it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 12.26it/s]
100%|██████████| 50/50 [00:04<00:00, 12.19it/s]
100%|██████████| 50/50 [00:04<00:00, 11.56it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.76it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.21it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.22it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.74it/s]
 20%|██        | 10/50 [00:00<00:03, 12.07it/s]
 24%|██▍       | 12/50 [00:01<00:03, 12.29it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.91it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.59it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.69it/s]
 40%|████      | 20/50 [00:01<00:02, 11.73it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.32it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.77it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.72it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.51it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.67it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.94it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.64it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.64it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.80it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.82it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.40it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.35it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.18it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.10it/s]
100%|██████████| 50/50 [00:04<00:00, 10.97it/s]
100%|██████████| 50/50 [00:04<00:00, 11.53it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.21it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.86it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.41it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.47it/s]
 20%|██        | 10/50 [00:00<00:03, 11.09it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.04it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.50it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.50it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.83it/s]
 40%|████      | 20/50 [00:01<00:02, 11.77it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.88it/s]
 48%|████▊     | 24/50 [00:02<00:02, 12.12it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.77it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.01it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.74it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.28it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.60it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.30it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.11it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.17it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.09it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.26it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.46it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.64it/s]
100%|██████████| 50/50 [00:04<00:00, 11.83it/s]
100%|██████████| 50/50 [00:04<00:00, 11.54it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.31it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.84it/s]
 12%|█▏        | 6/50 [00:00<00:03, 13.07it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.98it/s]
 20%|██        | 10/50 [00:00<00:03, 12.52it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.41it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.23it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.04it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.04it/s]
 40%|████      | 20/50 [00:01<00:02, 12.10it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.20it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.14it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.00it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.70it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.69it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.87it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.00it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.10it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.12it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.63it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.58it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.88it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.14it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.15it/s]
100%|██████████| 50/50 [00:04<00:00, 11.84it/s]
100%|██████████| 50/50 [00:04<00:00, 12.06it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.28it/s]
  8%|▊         | 4/50 [00:00<00:03, 13.25it/s]
 12%|█▏        | 6/50 [00:00<00:03, 13.16it/s]
 16%|█▌        | 8/50 [00:00<00:03, 13.14it/s]
 20%|██        | 10/50 [00:00<00:03, 13.02it/s]
 24%|██▍       | 12/50 [00:00<00:02, 12.69it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.46it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.55it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.60it/s]
 40%|████      | 20/50 [00:01<00:02, 12.66it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.35it/s]
 48%|████▊     | 24/50 [00:01<00:02, 11.73it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.89it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.95it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.13it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.24it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.33it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.16it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.98it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.11it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.14it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.27it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.19it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 11.36it/s]
100%|██████████| 50/50 [00:04<00:00, 10.99it/s]
100%|██████████| 50/50 [00:04<00:00, 12.11it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.14it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.54it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.46it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.97it/s]
 20%|██        | 10/50 [00:00<00:03, 12.25it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.38it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.43it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.31it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.24it/s]
 40%|████      | 20/50 [00:01<00:02, 12.13it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.12it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.35it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.52it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.05it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.27it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.14it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.06it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.18it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.14it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.13it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.03it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.74it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.84it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.14it/s]
100%|██████████| 50/50 [00:04<00:00, 12.27it/s]
100%|██████████| 50/50 [00:04<00:00, 12.20it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.76it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.36it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.32it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.38it/s]
 20%|██        | 10/50 [00:00<00:03, 12.45it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.39it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.06it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.94it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.95it/s]
 40%|████      | 20/50 [00:01<00:02, 12.10it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.08it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.24it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.36it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.11it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.08it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.92it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.86it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 11.98it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.99it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.93it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.96it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.73it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.68it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 11.77it/s]
100%|██████████| 50/50 [00:04<00:00, 11.62it/s]
100%|██████████| 50/50 [00:04<00:00, 12.00it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  2%|▏         | 1/50 [00:00<00:05,  8.46it/s]
  4%|▍         | 2/50 [00:00<00:05,  9.20it/s]
  8%|▊         | 4/50 [00:00<00:04,  9.73it/s]
 12%|█▏        | 6/50 [00:00<00:04,  9.96it/s]
 16%|█▌        | 8/50 [00:00<00:04, 10.20it/s]
 20%|██        | 10/50 [00:01<00:03, 10.10it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.11it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.16it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.56it/s]
 36%|███▌      | 18/50 [00:01<00:03, 10.28it/s]
 40%|████      | 20/50 [00:01<00:02, 10.19it/s]
 44%|████▍     | 22/50 [00:02<00:02,  9.75it/s]
 46%|████▌     | 23/50 [00:02<00:02,  9.63it/s]
 48%|████▊     | 24/50 [00:02<00:02,  9.06it/s]
 50%|█████     | 25/50 [00:02<00:02,  8.98it/s]
 52%|█████▏    | 26/50 [00:02<00:02,  9.18it/s]
 54%|█████▍    | 27/50 [00:02<00:02,  9.32it/s]
 56%|█████▌    | 28/50 [00:02<00:02,  9.32it/s]
 58%|█████▊    | 29/50 [00:02<00:02,  9.09it/s]
 60%|██████    | 30/50 [00:03<00:02,  9.23it/s]
 64%|██████▍   | 32/50 [00:03<00:01, 10.13it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 10.49it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.63it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.75it/s]
 80%|████████  | 40/50 [00:04<00:00, 10.43it/s]
 84%|████████▍ | 42/50 [00:04<00:00, 10.74it/s]
 88%|████████▊ | 44/50 [00:04<00:00, 10.78it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.19it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.31it/s]
100%|██████████| 50/50 [00:04<00:00, 11.09it/s]
100%|██████████| 50/50 [00:04<00:00, 10.20it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  2%|▏         | 1/50 [00:00<00:05,  9.53it/s]
  6%|▌         | 3/50 [00:00<00:04, 11.09it/s]
 10%|█         | 5/50 [00:00<00:04, 10.88it/s]
 14%|█▍        | 7/50 [00:00<00:04, 10.38it/s]
 18%|█▊        | 9/50 [00:00<00:03, 10.60it/s]
 22%|██▏       | 11/50 [00:01<00:03, 10.39it/s]
 26%|██▌       | 13/50 [00:01<00:03, 10.49it/s]
 30%|███       | 15/50 [00:01<00:03, 10.35it/s]
 34%|███▍      | 17/50 [00:01<00:03, 10.02it/s]
 38%|███▊      | 19/50 [00:01<00:03,  9.78it/s]
 40%|████      | 20/50 [00:01<00:03,  9.70it/s]
 42%|████▏     | 21/50 [00:02<00:03,  9.28it/s]
 44%|████▍     | 22/50 [00:02<00:03,  9.32it/s]
 46%|████▌     | 23/50 [00:02<00:02,  9.40it/s]
 48%|████▊     | 24/50 [00:02<00:02,  9.43it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.00it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.51it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.73it/s]
 64%|██████▍   | 32/50 [00:03<00:01, 10.84it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 10.99it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.98it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.77it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.78it/s]
 84%|████████▍ | 42/50 [00:04<00:00, 10.69it/s]
 88%|████████▊ | 44/50 [00:04<00:00, 10.68it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 10.63it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.62it/s]
100%|██████████| 50/50 [00:04<00:00, 10.62it/s]
100%|██████████| 50/50 [00:04<00:00, 10.39it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 10.87it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.95it/s]
 12%|█▏        | 6/50 [00:00<00:04, 10.87it/s]
 16%|█▌        | 8/50 [00:00<00:04, 10.49it/s]
 20%|██        | 10/50 [00:00<00:03, 10.47it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.55it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.40it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.72it/s]
 36%|███▌      | 18/50 [00:01<00:02, 10.71it/s]
 40%|████      | 20/50 [00:01<00:02, 10.87it/s]
 44%|████▍     | 22/50 [00:02<00:02, 10.86it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.01it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.83it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.22it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.26it/s]
 64%|██████▍   | 32/50 [00:03<00:01, 10.29it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 10.28it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.23it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.24it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.60it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 10.88it/s]
 88%|████████▊ | 44/50 [00:04<00:00, 11.16it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.14it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.01it/s]
100%|██████████| 50/50 [00:04<00:00, 11.06it/s]
100%|██████████| 50/50 [00:04<00:00, 10.69it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.16it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.82it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.08it/s]
 16%|█▌        | 8/50 [00:00<00:03, 10.86it/s]
 20%|██        | 10/50 [00:00<00:03, 11.24it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.30it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.36it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.42it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.56it/s]
 40%|████      | 20/50 [00:01<00:02, 11.29it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.29it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.50it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.24it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.31it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.96it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 10.88it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 11.00it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.01it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.15it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.07it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 10.91it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 10.72it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 10.87it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.26it/s]
100%|██████████| 50/50 [00:04<00:00, 11.40it/s]
100%|██████████| 50/50 [00:04<00:00, 11.17it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 10.50it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.12it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.01it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.31it/s]
 20%|██        | 10/50 [00:00<00:03, 11.58it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.52it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.47it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.45it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.52it/s]
 40%|████      | 20/50 [00:01<00:02, 11.33it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.25it/s]
 48%|████▊     | 24/50 [00:02<00:02, 10.82it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.70it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.94it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.87it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 10.97it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 10.88it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.00it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.74it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.16it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.58it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.35it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.02it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.08it/s]
100%|██████████| 50/50 [00:04<00:00, 11.09it/s]
100%|██████████| 50/50 [00:04<00:00, 11.13it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.87it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.77it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.51it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.49it/s]
 20%|██        | 10/50 [00:00<00:03, 11.24it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.08it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.12it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.93it/s]
 36%|███▌      | 18/50 [00:01<00:02, 10.76it/s]
 40%|████      | 20/50 [00:01<00:02, 11.12it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.15it/s]
 48%|████▊     | 24/50 [00:02<00:02, 10.97it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.25it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.43it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.58it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.54it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 11.51it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.39it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.14it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.20it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.06it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 10.91it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.03it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.88it/s]
100%|██████████| 50/50 [00:04<00:00, 10.69it/s]
100%|██████████| 50/50 [00:04<00:00, 11.14it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.10it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.12it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.59it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.31it/s]
 20%|██        | 10/50 [00:00<00:03, 11.72it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.68it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.69it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.72it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.89it/s]
 40%|████      | 20/50 [00:01<00:02, 11.78it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.81it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.90it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.14it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.84it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.96it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.03it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.24it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 12.43it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.59it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.70it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.75it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.75it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.76it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.81it/s]
100%|██████████| 50/50 [00:04<00:00, 12.79it/s]
100%|██████████| 50/50 [00:04<00:00, 12.16it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.29it/s]
  8%|▊         | 4/50 [00:00<00:03, 13.05it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.57it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.69it/s]
 20%|██        | 10/50 [00:00<00:03, 12.72it/s]
 24%|██▍       | 12/50 [00:00<00:02, 12.72it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.78it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.77it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.57it/s]
 40%|████      | 20/50 [00:01<00:02, 12.53it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.55it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.59it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.61it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.68it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.53it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.53it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.65it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.79it/s]
 76%|███████▌  | 38/50 [00:02<00:00, 12.87it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.92it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.92it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.94it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.95it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 13.00it/s]
100%|██████████| 50/50 [00:03<00:00, 12.97it/s]
100%|██████████| 50/50 [00:03<00:00, 12.77it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.50it/s]
  8%|▊         | 4/50 [00:00<00:03, 13.00it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.89it/s]
 16%|█▌        | 8/50 [00:00<00:03, 13.04it/s]
 20%|██        | 10/50 [00:00<00:03, 13.12it/s]
 24%|██▍       | 12/50 [00:00<00:02, 13.13it/s]
 28%|██▊       | 14/50 [00:01<00:02, 13.13it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.72it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.72it/s]
 40%|████      | 20/50 [00:01<00:02, 12.69it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.82it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.92it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.97it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.90it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.90it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.82it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.86it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.85it/s]
 76%|███████▌  | 38/50 [00:02<00:00, 12.84it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.88it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.29it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.41it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.08it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.24it/s]
100%|██████████| 50/50 [00:03<00:00, 12.35it/s]
100%|██████████| 50/50 [00:03<00:00, 12.72it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.41it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.18it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.75it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.35it/s]
 20%|██        | 10/50 [00:00<00:03, 10.99it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.26it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.30it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.36it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.51it/s]
 40%|████      | 20/50 [00:01<00:02, 11.66it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.88it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.52it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.49it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.54it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.76it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.97it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.95it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.91it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.75it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.77it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.60it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.64it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.94it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.88it/s]
100%|██████████| 50/50 [00:04<00:00, 11.83it/s]
100%|██████████| 50/50 [00:04<00:00, 11.68it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.08it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.35it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.46it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.39it/s]
 20%|██        | 10/50 [00:00<00:03, 11.82it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.52it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.76it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.10it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.01it/s]
 40%|████      | 20/50 [00:01<00:02, 11.57it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.95it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.87it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.47it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.84it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.20it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.89it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.52it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.78it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.09it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.90it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.22it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.74it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.54it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.75it/s]
100%|██████████| 50/50 [00:04<00:00, 11.52it/s]
100%|██████████| 50/50 [00:04<00:00, 11.83it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.04it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.83it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.87it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.09it/s]
 20%|██        | 10/50 [00:00<00:03, 12.08it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.19it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.77it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.07it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.36it/s]
 40%|████      | 20/50 [00:01<00:02, 12.54it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.63it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.55it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.55it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.10it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.99it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.60it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.58it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 11.87it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.59it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.91it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.12it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.74it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.47it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.34it/s]
100%|██████████| 50/50 [00:04<00:00, 11.23it/s]
100%|██████████| 50/50 [00:04<00:00, 11.88it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.42it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.14it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.46it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.68it/s]
 20%|██        | 10/50 [00:00<00:03, 12.46it/s]
 24%|██▍       | 12/50 [00:00<00:03, 11.96it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.93it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.73it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.38it/s]
 40%|████      | 20/50 [00:01<00:02, 11.59it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.63it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.59it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.38it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.27it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.97it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.08it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.45it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.66it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.55it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.60it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.43it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.48it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.60it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.54it/s]
100%|██████████| 50/50 [00:04<00:00, 11.44it/s]
100%|██████████| 50/50 [00:04<00:00, 11.60it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.38it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.16it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.55it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.54it/s]
 20%|██        | 10/50 [00:00<00:03, 12.79it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.53it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.70it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.13it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.23it/s]
 40%|████      | 20/50 [00:01<00:02, 11.96it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.63it/s]
 48%|████▊     | 24/50 [00:01<00:02, 11.34it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.76it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.98it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.94it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.26it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.41it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 11.66it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.52it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.33it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.28it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.11it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.21it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.82it/s]
100%|██████████| 50/50 [00:04<00:00, 10.83it/s]
100%|██████████| 50/50 [00:04<00:00, 11.70it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.11it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.98it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.55it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.44it/s]
 20%|██        | 10/50 [00:00<00:03, 11.10it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.18it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.14it/s]
 32%|███▏      | 16/50 [00:01<00:03, 11.19it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.38it/s]
 40%|████      | 20/50 [00:01<00:02, 11.79it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.53it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.60it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.68it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.55it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.81it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.92it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.85it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.96it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.16it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.98it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.86it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.02it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.66it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.68it/s]
100%|██████████| 50/50 [00:04<00:00, 11.40it/s]
100%|██████████| 50/50 [00:04<00:00, 11.61it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.07it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.50it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.20it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.52it/s]
 20%|██        | 10/50 [00:00<00:03, 11.21it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.45it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.70it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.77it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.08it/s]
 40%|████      | 20/50 [00:01<00:02, 12.27it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.16it/s]
 48%|████▊     | 24/50 [00:02<00:02, 12.36it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.93it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.53it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.86it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.06it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.28it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 12.20it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.74it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.59it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.98it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.48it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.67it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.96it/s]
100%|██████████| 50/50 [00:04<00:00, 12.20it/s]
100%|██████████| 50/50 [00:04<00:00, 11.87it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.69it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.97it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.82it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.30it/s]
 20%|██        | 10/50 [00:00<00:03, 12.27it/s]
 24%|██▍       | 12/50 [00:00<00:03, 11.99it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.25it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.09it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.84it/s]
 40%|████      | 20/50 [00:01<00:02, 12.06it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.18it/s]
 48%|████▊     | 24/50 [00:01<00:02, 11.94it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.14it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.32it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.49it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.17it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.87it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.00it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.74it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.98it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.31it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.70it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.67it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.34it/s]
100%|██████████| 50/50 [00:04<00:00, 11.23it/s]
100%|██████████| 50/50 [00:04<00:00, 11.89it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.41it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.80it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.66it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.74it/s]
 20%|██        | 10/50 [00:00<00:03, 11.89it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.89it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.29it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.52it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.67it/s]
 40%|████      | 20/50 [00:01<00:02, 12.62it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.45it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.59it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.56it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.59it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.07it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.10it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.09it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.31it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.11it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.13it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.40it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.86it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.68it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 11.64it/s]
100%|██████████| 50/50 [00:04<00:00, 11.61it/s]
100%|██████████| 50/50 [00:04<00:00, 12.08it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.44it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.54it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.95it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.24it/s]
 20%|██        | 10/50 [00:00<00:03, 12.30it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.22it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.97it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.81it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.78it/s]
 40%|████      | 20/50 [00:01<00:02, 11.50it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.44it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.36it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.31it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.12it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.41it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.80it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.06it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.98it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.63it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.66it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.64it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.95it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.22it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 12.44it/s]
100%|██████████| 50/50 [00:04<00:00, 12.20it/s]
100%|██████████| 50/50 [00:04<00:00, 11.83it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.93it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.04it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.96it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.58it/s]
 20%|██        | 10/50 [00:00<00:03, 11.48it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.93it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.22it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.46it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.54it/s]
 40%|████      | 20/50 [00:01<00:02, 12.24it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.22it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.06it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.96it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.75it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.10it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.75it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.62it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.48it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.88it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.84it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.70it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.91it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.50it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.82it/s]
100%|██████████| 50/50 [00:04<00:00, 10.69it/s]
100%|██████████| 50/50 [00:04<00:00, 11.68it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.36it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.30it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.31it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.34it/s]
 20%|██        | 10/50 [00:00<00:03, 11.29it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.21it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.51it/s]
 32%|███▏      | 16/50 [00:01<00:03, 11.33it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.31it/s]
 40%|████      | 20/50 [00:01<00:02, 11.25it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.27it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.13it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.96it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.30it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.56it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.51it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 11.43it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.61it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.49it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.76it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.88it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.02it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 12.03it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 12.10it/s]
100%|██████████| 50/50 [00:04<00:00, 11.97it/s]
100%|██████████| 50/50 [00:04<00:00, 11.51it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.94it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.89it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.32it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.17it/s]
 20%|██        | 10/50 [00:00<00:03, 11.75it/s]
 24%|██▍       | 12/50 [00:01<00:03, 12.16it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.45it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.12it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.46it/s]
 40%|████      | 20/50 [00:01<00:02, 12.62it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.32it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.20it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.38it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.98it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.92it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.18it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.19it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.47it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.67it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.85it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.43it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.35it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.92it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 11.83it/s]
100%|██████████| 50/50 [00:04<00:00, 11.30it/s]
100%|██████████| 50/50 [00:04<00:00, 12.05it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.20it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.90it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.60it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.30it/s]
 20%|██        | 10/50 [00:00<00:03, 11.58it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.76it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.70it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.78it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.73it/s]
 40%|████      | 20/50 [00:01<00:02, 11.87it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.22it/s]
 48%|████▊     | 24/50 [00:02<00:02, 12.42it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.31it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.22it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.29it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.41it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.37it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.26it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.27it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.42it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.37it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.28it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.24it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.19it/s]
100%|██████████| 50/50 [00:04<00:00, 12.07it/s]
100%|██████████| 50/50 [00:04<00:00, 12.08it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.56it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.98it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.20it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.32it/s]
 20%|██        | 10/50 [00:00<00:03, 12.54it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.34it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.10it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.40it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.57it/s]
 40%|████      | 20/50 [00:01<00:02, 12.73it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.87it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.89it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.80it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.79it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.89it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.98it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.99it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.93it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.81it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.70it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.70it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.77it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.86it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.58it/s]
100%|██████████| 50/50 [00:03<00:00, 12.43it/s]
100%|██████████| 50/50 [00:03<00:00, 12.62it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.57it/s]
  8%|▊         | 4/50 [00:00<00:03, 13.42it/s]
 12%|█▏        | 6/50 [00:00<00:03, 13.13it/s]
 16%|█▌        | 8/50 [00:00<00:03, 13.03it/s]
 20%|██        | 10/50 [00:00<00:03, 12.93it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.30it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.73it/s]
 32%|███▏      | 16/50 [00:01<00:03, 11.28it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.20it/s]
 40%|████      | 20/50 [00:01<00:02, 11.28it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.47it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.80it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.05it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.23it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.32it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.40it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.26it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 11.95it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.87it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.98it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.03it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.11it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.79it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 11.84it/s]
100%|██████████| 50/50 [00:04<00:00, 12.01it/s]
100%|██████████| 50/50 [00:04<00:00, 12.04it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.57it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.59it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.20it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.16it/s]
 20%|██        | 10/50 [00:00<00:03, 12.29it/s]
 24%|██▍       | 12/50 [00:00<00:03, 11.97it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.93it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.92it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.69it/s]
 40%|████      | 20/50 [00:01<00:02, 11.60it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.55it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.46it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.67it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.66it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.62it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.71it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.85it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.93it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.04it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.14it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.04it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.89it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.79it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.80it/s]
100%|██████████| 50/50 [00:04<00:00, 11.95it/s]
100%|██████████| 50/50 [00:04<00:00, 11.88it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.39it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.83it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.92it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.86it/s]
 20%|██        | 10/50 [00:00<00:03, 11.88it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.89it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.09it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.38it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.16it/s]
 40%|████      | 20/50 [00:01<00:02, 11.77it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.70it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.07it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.85it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.87it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.81it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 10.74it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 10.52it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.47it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.41it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.48it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 10.43it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 10.40it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 10.66it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.70it/s]
100%|██████████| 50/50 [00:04<00:00, 11.02it/s]
100%|██████████| 50/50 [00:04<00:00, 11.11it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 10.39it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.11it/s]
 12%|█▏        | 6/50 [00:00<00:04,  9.83it/s]
 14%|█▍        | 7/50 [00:00<00:04,  9.73it/s]
 18%|█▊        | 9/50 [00:00<00:03, 10.25it/s]
 22%|██▏       | 11/50 [00:01<00:03, 10.24it/s]
 26%|██▌       | 13/50 [00:01<00:03, 10.73it/s]
 30%|███       | 15/50 [00:01<00:03,  9.79it/s]
 34%|███▍      | 17/50 [00:01<00:03, 10.13it/s]
 38%|███▊      | 19/50 [00:01<00:02, 10.35it/s]
 42%|████▏     | 21/50 [00:02<00:02, 10.72it/s]
 46%|████▌     | 23/50 [00:02<00:02, 10.72it/s]
 50%|█████     | 25/50 [00:02<00:02, 10.59it/s]
 54%|█████▍    | 27/50 [00:02<00:02, 10.45it/s]
 58%|█████▊    | 29/50 [00:02<00:02, 10.34it/s]
 62%|██████▏   | 31/50 [00:02<00:01, 10.42it/s]
 66%|██████▌   | 33/50 [00:03<00:01, 10.40it/s]
 70%|███████   | 35/50 [00:03<00:01, 10.02it/s]
 74%|███████▍  | 37/50 [00:03<00:01, 10.16it/s]
 78%|███████▊  | 39/50 [00:03<00:01, 10.52it/s]
 82%|████████▏ | 41/50 [00:03<00:00, 10.57it/s]
 86%|████████▌ | 43/50 [00:04<00:00, 10.69it/s]
 90%|█████████ | 45/50 [00:04<00:00, 10.68it/s]
 94%|█████████▍| 47/50 [00:04<00:00, 10.70it/s]
 98%|█████████▊| 49/50 [00:04<00:00, 10.76it/s]
100%|██████████| 50/50 [00:04<00:00, 10.43it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.11it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.64it/s]
 12%|█▏        | 6/50 [00:00<00:04, 10.84it/s]
 16%|█▌        | 8/50 [00:00<00:04, 10.45it/s]
 20%|██        | 10/50 [00:00<00:04,  9.81it/s]
 22%|██▏       | 11/50 [00:01<00:04,  9.68it/s]
 24%|██▍       | 12/50 [00:01<00:03,  9.61it/s]
 28%|██▊       | 14/50 [00:01<00:03,  9.86it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.08it/s]
 36%|███▌      | 18/50 [00:01<00:03, 10.37it/s]
 40%|████      | 20/50 [00:01<00:02, 10.66it/s]
 44%|████▍     | 22/50 [00:02<00:02, 10.82it/s]
 48%|████▊     | 24/50 [00:02<00:02, 10.25it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.24it/s]
 56%|█████▌    | 28/50 [00:02<00:02,  9.97it/s]
 60%|██████    | 30/50 [00:02<00:02,  9.80it/s]
 62%|██████▏   | 31/50 [00:03<00:01,  9.83it/s]
 66%|██████▌   | 33/50 [00:03<00:01, 10.19it/s]
 70%|███████   | 35/50 [00:03<00:01, 10.33it/s]
 74%|███████▍  | 37/50 [00:03<00:01, 10.43it/s]
 78%|███████▊  | 39/50 [00:03<00:01, 10.66it/s]
 82%|████████▏ | 41/50 [00:03<00:00, 10.62it/s]
 86%|████████▌ | 43/50 [00:04<00:00, 10.74it/s]
 90%|█████████ | 45/50 [00:04<00:00, 10.81it/s]
 94%|█████████▍| 47/50 [00:04<00:00, 10.66it/s]
 98%|█████████▊| 49/50 [00:04<00:00, 10.75it/s]
100%|██████████| 50/50 [00:04<00:00, 10.36it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.70it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.85it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.15it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.52it/s]
 20%|██        | 10/50 [00:00<00:03, 12.00it/s]
 24%|██▍       | 12/50 [00:01<00:03, 12.30it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.47it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.45it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.52it/s]
 40%|████      | 20/50 [00:01<00:02, 12.67it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.54it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.67it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.44it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.48it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.60it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.69it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.77it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.82it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.86it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.62it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.58it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.62it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.72it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.62it/s]
100%|██████████| 50/50 [00:04<00:00, 12.57it/s]
100%|██████████| 50/50 [00:04<00:00, 12.45it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.67it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.32it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.35it/s]
 16%|█▌        | 8/50 [00:00<00:03, 10.98it/s]
 20%|██        | 10/50 [00:00<00:03, 10.81it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.84it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.07it/s]
 32%|███▏      | 16/50 [00:01<00:03, 11.06it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.05it/s]
 40%|████      | 20/50 [00:01<00:02, 11.08it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.03it/s]
 48%|████▊     | 24/50 [00:02<00:02, 10.97it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.00it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.92it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.32it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.50it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 11.40it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.08it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.10it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.95it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.13it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.57it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.45it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.66it/s]
100%|██████████| 50/50 [00:04<00:00, 11.38it/s]
100%|██████████| 50/50 [00:04<00:00, 11.19it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.55it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.05it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.46it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.38it/s]
 20%|██        | 10/50 [00:00<00:03, 11.41it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.56it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.51it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.68it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.58it/s]
 40%|████      | 20/50 [00:01<00:02, 11.35it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.50it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.36it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.59it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.54it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.27it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.10it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.01it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.99it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.20it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.32it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.38it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.56it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.50it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.30it/s]
100%|██████████| 50/50 [00:04<00:00, 11.18it/s]
100%|██████████| 50/50 [00:04<00:00, 11.38it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.80it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.24it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.68it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.69it/s]
 20%|██        | 10/50 [00:00<00:03, 11.46it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.71it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.53it/s]
 32%|███▏      | 16/50 [00:01<00:03, 11.09it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.53it/s]
 40%|████      | 20/50 [00:01<00:02, 11.20it/s]
 44%|████▍     | 22/50 [00:01<00:02, 10.85it/s]
 48%|████▊     | 24/50 [00:02<00:02, 10.88it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.90it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.90it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.72it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 10.75it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 10.80it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.88it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.96it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.28it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.32it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 10.90it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 10.99it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.06it/s]
100%|██████████| 50/50 [00:04<00:00, 11.30it/s]
100%|██████████| 50/50 [00:04<00:00, 11.17it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.13it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.45it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.21it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.12it/s]
 20%|██        | 10/50 [00:00<00:03, 11.95it/s]
 24%|██▍       | 12/50 [00:00<00:03, 11.94it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.94it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.01it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.09it/s]
 40%|████      | 20/50 [00:01<00:02, 12.30it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.00it/s]
 48%|████▊     | 24/50 [00:01<00:02, 11.81it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.69it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.36it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.43it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.71it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.75it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.69it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.49it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.44it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.50it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.32it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.59it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.94it/s]
100%|██████████| 50/50 [00:04<00:00, 12.09it/s]
100%|██████████| 50/50 [00:04<00:00, 11.82it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.93it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.84it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.74it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.58it/s]
 20%|██        | 10/50 [00:00<00:03, 12.47it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.38it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.38it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.34it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.39it/s]
 40%|████      | 20/50 [00:01<00:02, 12.35it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.19it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.32it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.37it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.46it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.45it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.44it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.31it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.18it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.06it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.10it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.08it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.13it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.58it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 11.50it/s]
100%|██████████| 50/50 [00:04<00:00, 11.65it/s]
100%|██████████| 50/50 [00:04<00:00, 12.18it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.77it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.55it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.43it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.55it/s]
 20%|██        | 10/50 [00:00<00:03, 11.71it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.57it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.30it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.34it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.77it/s]
 40%|████      | 20/50 [00:01<00:02, 11.80it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.13it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.84it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.10it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.92it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.34it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.69it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.05it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 12.10it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.03it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.99it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.21it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.99it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.05it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 12.05it/s]
100%|██████████| 50/50 [00:04<00:00, 11.65it/s]
100%|██████████| 50/50 [00:04<00:00, 11.79it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.56it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.27it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.34it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.51it/s]
 20%|██        | 10/50 [00:00<00:03, 11.81it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.61it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.03it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.59it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.27it/s]
 40%|████      | 20/50 [00:01<00:02, 11.60it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.66it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.25it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.14it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.59it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.48it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.58it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.59it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.41it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.27it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.72it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.01it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 10.73it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.19it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.08it/s]
100%|██████████| 50/50 [00:04<00:00, 11.37it/s]
100%|██████████| 50/50 [00:04<00:00, 11.42it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.75it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.38it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.54it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.47it/s]
 20%|██        | 10/50 [00:00<00:03, 11.24it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.71it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.05it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.53it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.28it/s]
 40%|████      | 20/50 [00:01<00:02, 11.20it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.16it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.59it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 12.00it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.82it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.73it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.26it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.19it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.40it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.18it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.51it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.67it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.85it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.14it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 12.16it/s]
100%|██████████| 50/50 [00:04<00:00, 11.82it/s]
100%|██████████| 50/50 [00:04<00:00, 11.60it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.54it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.66it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.18it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.19it/s]
 20%|██        | 10/50 [00:00<00:03, 11.97it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.40it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.66it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.83it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.93it/s]
 40%|████      | 20/50 [00:01<00:02, 11.72it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.89it/s]
 48%|████▊     | 24/50 [00:02<00:02, 12.19it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.90it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.27it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.44it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.16it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.41it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.65it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.84it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.85it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.76it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.89it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.98it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.96it/s]
100%|██████████| 50/50 [00:04<00:00, 13.05it/s]
100%|██████████| 50/50 [00:04<00:00, 12.38it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.21it/s]
  8%|▊         | 4/50 [00:00<00:03, 13.03it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.74it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.56it/s]
 20%|██        | 10/50 [00:00<00:03, 12.60it/s]
 24%|██▍       | 12/50 [00:00<00:02, 12.71it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.75it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.68it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.67it/s]
 40%|████      | 20/50 [00:01<00:02, 12.67it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.65it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.74it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.80it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.83it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.91it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.94it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.59it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.70it/s]
 76%|███████▌  | 38/50 [00:02<00:00, 12.78it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.77it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.83it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.84it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.85it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.82it/s]
100%|██████████| 50/50 [00:03<00:00, 12.78it/s]
100%|██████████| 50/50 [00:03<00:00, 12.76it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.49it/s]
  8%|▊         | 4/50 [00:00<00:03, 13.34it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.85it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.21it/s]
 20%|██        | 10/50 [00:00<00:03, 12.19it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.19it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.09it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.18it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.32it/s]
 40%|████      | 20/50 [00:01<00:02, 12.40it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.43it/s]
 48%|████▊     | 24/50 [00:01<00:02, 11.93it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.61it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.47it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.68it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.81it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.04it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.03it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 12.00it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.08it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.82it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.73it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.95it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.11it/s]
100%|██████████| 50/50 [00:04<00:00, 12.24it/s]
100%|██████████| 50/50 [00:04<00:00, 12.09it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.76it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.03it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.16it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.28it/s]
 20%|██        | 10/50 [00:00<00:03, 12.03it/s]
 24%|██▍       | 12/50 [00:00<00:03, 11.93it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.61it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.64it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.54it/s]
 40%|████      | 20/50 [00:01<00:02, 11.52it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.56it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.58it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.50it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.65it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.55it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.06it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 10.74it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.15it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.61it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.92it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.24it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.39it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.57it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 12.58it/s]
100%|██████████| 50/50 [00:04<00:00, 12.68it/s]
100%|██████████| 50/50 [00:04<00:00, 11.86it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.31it/s]
  8%|▊         | 4/50 [00:00<00:03, 13.24it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.96it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.82it/s]
 20%|██        | 10/50 [00:00<00:03, 12.58it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.47it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.51it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.54it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.66it/s]
 40%|████      | 20/50 [00:01<00:02, 12.80it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.70it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.71it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.86it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.93it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.64it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.76it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.29it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 11.17it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.10it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.81it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 10.90it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 10.82it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.14it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.54it/s]
100%|██████████| 50/50 [00:04<00:00, 11.87it/s]
100%|██████████| 50/50 [00:04<00:00, 12.01it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.76it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.40it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.54it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.61it/s]
 20%|██        | 10/50 [00:00<00:03, 11.42it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.57it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.69it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.75it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.85it/s]
 40%|████      | 20/50 [00:01<00:02, 12.03it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.02it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.98it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.74it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.76it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.72it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.67it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.44it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.81it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.90it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.74it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 10.67it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 10.83it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 10.84it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.00it/s]
100%|██████████| 50/50 [00:04<00:00, 10.84it/s]
100%|██████████| 50/50 [00:04<00:00, 11.33it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 10.82it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.94it/s]
 12%|█▏        | 6/50 [00:00<00:04, 10.78it/s]
 16%|█▌        | 8/50 [00:00<00:03, 10.75it/s]
 20%|██        | 10/50 [00:00<00:03, 10.81it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.66it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.81it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.90it/s]
 36%|███▌      | 18/50 [00:01<00:02, 10.67it/s]
 40%|████      | 20/50 [00:01<00:02, 10.16it/s]
 44%|████▍     | 22/50 [00:02<00:02,  9.81it/s]
 46%|████▌     | 23/50 [00:02<00:02,  9.74it/s]
 48%|████▊     | 24/50 [00:02<00:02,  9.72it/s]
 50%|█████     | 25/50 [00:02<00:02,  9.68it/s]
 52%|█████▏    | 26/50 [00:02<00:02,  9.58it/s]
 54%|█████▍    | 27/50 [00:02<00:02,  9.44it/s]
 56%|█████▌    | 28/50 [00:02<00:02,  9.39it/s]
 58%|█████▊    | 29/50 [00:02<00:02,  9.18it/s]
 60%|██████    | 30/50 [00:03<00:02,  8.49it/s]
 64%|██████▍   | 32/50 [00:03<00:01,  9.60it/s]
 66%|██████▌   | 33/50 [00:03<00:01,  9.21it/s]
 68%|██████▊   | 34/50 [00:03<00:01,  9.13it/s]
 70%|███████   | 35/50 [00:03<00:01,  9.12it/s]
 72%|███████▏  | 36/50 [00:03<00:01,  8.62it/s]
 74%|███████▍  | 37/50 [00:03<00:01,  8.35it/s]
 78%|███████▊  | 39/50 [00:03<00:01,  9.35it/s]
 82%|████████▏ | 41/50 [00:04<00:00,  9.71it/s]
 84%|████████▍ | 42/50 [00:04<00:00,  9.25it/s]
 88%|████████▊ | 44/50 [00:04<00:00,  9.71it/s]
 92%|█████████▏| 46/50 [00:04<00:00,  9.90it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.08it/s]
100%|██████████| 50/50 [00:05<00:00, 10.51it/s]
100%|██████████| 50/50 [00:05<00:00,  9.92it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.48it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.26it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.04it/s]
 16%|█▌        | 8/50 [00:00<00:03, 10.85it/s]
 20%|██        | 10/50 [00:00<00:03, 10.65it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.42it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.20it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.03it/s]
 36%|███▌      | 18/50 [00:01<00:03,  9.84it/s]
 38%|███▊      | 19/50 [00:01<00:03,  9.83it/s]
 42%|████▏     | 21/50 [00:02<00:02, 10.20it/s]
 46%|████▌     | 23/50 [00:02<00:02, 10.17it/s]
 50%|█████     | 25/50 [00:02<00:02, 10.40it/s]
 54%|█████▍    | 27/50 [00:02<00:02, 10.35it/s]
 58%|█████▊    | 29/50 [00:02<00:02, 10.39it/s]
 62%|██████▏   | 31/50 [00:02<00:01, 10.48it/s]
 66%|██████▌   | 33/50 [00:03<00:01, 10.48it/s]
 70%|███████   | 35/50 [00:03<00:01, 10.52it/s]
 74%|███████▍  | 37/50 [00:03<00:01, 10.62it/s]
 78%|███████▊  | 39/50 [00:03<00:01, 10.37it/s]
 82%|████████▏ | 41/50 [00:03<00:00, 10.37it/s]
 86%|████████▌ | 43/50 [00:04<00:00, 10.38it/s]
 90%|█████████ | 45/50 [00:04<00:00, 10.39it/s]
 94%|█████████▍| 47/50 [00:04<00:00, 10.35it/s]
 98%|█████████▊| 49/50 [00:04<00:00, 10.29it/s]
100%|██████████| 50/50 [00:04<00:00, 10.38it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 10.75it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.92it/s]
 12%|█▏        | 6/50 [00:00<00:04, 10.10it/s]
 16%|█▌        | 8/50 [00:00<00:04,  9.87it/s]
 18%|█▊        | 9/50 [00:00<00:04,  9.81it/s]
 22%|██▏       | 11/50 [00:01<00:03, 10.12it/s]
 26%|██▌       | 13/50 [00:01<00:03, 10.51it/s]
 30%|███       | 15/50 [00:01<00:03, 10.79it/s]
 34%|███▍      | 17/50 [00:01<00:02, 11.03it/s]
 38%|███▊      | 19/50 [00:01<00:02, 11.18it/s]
 42%|████▏     | 21/50 [00:01<00:02, 10.95it/s]
 46%|████▌     | 23/50 [00:02<00:02, 11.11it/s]
 50%|█████     | 25/50 [00:02<00:02, 10.84it/s]
 54%|█████▍    | 27/50 [00:02<00:02, 10.67it/s]
 58%|█████▊    | 29/50 [00:02<00:01, 10.75it/s]
 62%|██████▏   | 31/50 [00:02<00:01, 10.82it/s]
 66%|██████▌   | 33/50 [00:03<00:01, 10.61it/s]
 70%|███████   | 35/50 [00:03<00:01, 10.58it/s]
 74%|███████▍  | 37/50 [00:03<00:01, 10.75it/s]
 78%|███████▊  | 39/50 [00:03<00:01, 10.67it/s]
 82%|████████▏ | 41/50 [00:03<00:00, 10.47it/s]
 86%|████████▌ | 43/50 [00:04<00:00, 10.34it/s]
 90%|█████████ | 45/50 [00:04<00:00, 10.45it/s]
 94%|█████████▍| 47/50 [00:04<00:00, 10.44it/s]
 98%|█████████▊| 49/50 [00:04<00:00, 10.63it/s]
100%|██████████| 50/50 [00:04<00:00, 10.60it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 10.72it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.45it/s]
 12%|█▏        | 6/50 [00:00<00:04, 10.30it/s]
 16%|█▌        | 8/50 [00:00<00:03, 10.64it/s]
 20%|██        | 10/50 [00:00<00:03, 10.49it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.41it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.51it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.27it/s]
 36%|███▌      | 18/50 [00:01<00:03, 10.29it/s]
 40%|████      | 20/50 [00:01<00:02, 10.44it/s]
 44%|████▍     | 22/50 [00:02<00:02, 10.94it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.06it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.04it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.93it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.87it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 10.92it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 11.08it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.96it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.81it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.40it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 10.37it/s]
 88%|████████▊ | 44/50 [00:04<00:00, 10.62it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 10.52it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.49it/s]
100%|██████████| 50/50 [00:04<00:00, 10.56it/s]
100%|██████████| 50/50 [00:04<00:00, 10.64it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  2%|▏         | 1/50 [00:00<00:04,  9.85it/s]
  6%|▌         | 3/50 [00:00<00:04, 11.21it/s]
 10%|█         | 5/50 [00:00<00:03, 11.47it/s]
 14%|█▍        | 7/50 [00:00<00:03, 11.10it/s]
 18%|█▊        | 9/50 [00:00<00:03, 10.86it/s]
 22%|██▏       | 11/50 [00:01<00:03, 10.71it/s]
 26%|██▌       | 13/50 [00:01<00:03, 10.72it/s]
 30%|███       | 15/50 [00:01<00:03, 10.96it/s]
 34%|███▍      | 17/50 [00:01<00:03, 10.99it/s]
 38%|███▊      | 19/50 [00:01<00:02, 10.94it/s]
 42%|████▏     | 21/50 [00:01<00:02, 10.72it/s]
 46%|████▌     | 23/50 [00:02<00:02, 10.93it/s]
 50%|█████     | 25/50 [00:02<00:02, 10.79it/s]
 54%|█████▍    | 27/50 [00:02<00:02, 11.13it/s]
 58%|█████▊    | 29/50 [00:02<00:01, 10.88it/s]
 62%|██████▏   | 31/50 [00:02<00:01, 11.08it/s]
 66%|██████▌   | 33/50 [00:03<00:01, 11.26it/s]
 70%|███████   | 35/50 [00:03<00:01, 11.26it/s]
 74%|███████▍  | 37/50 [00:03<00:01, 11.08it/s]
 78%|███████▊  | 39/50 [00:03<00:01, 10.88it/s]
 82%|████████▏ | 41/50 [00:03<00:00, 10.57it/s]
 86%|████████▌ | 43/50 [00:03<00:00, 10.44it/s]
 90%|█████████ | 45/50 [00:04<00:00, 10.72it/s]
 94%|█████████▍| 47/50 [00:04<00:00, 10.56it/s]
 98%|█████████▊| 49/50 [00:04<00:00, 10.46it/s]
100%|██████████| 50/50 [00:04<00:00, 10.82it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.01it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.77it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.02it/s]
 16%|█▌        | 8/50 [00:00<00:03, 10.92it/s]
 20%|██        | 10/50 [00:00<00:03, 11.07it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.17it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.85it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.50it/s]
 36%|███▌      | 18/50 [00:01<00:02, 10.77it/s]
 40%|████      | 20/50 [00:01<00:02, 10.51it/s]
 44%|████▍     | 22/50 [00:02<00:02, 10.56it/s]
 48%|████▊     | 24/50 [00:02<00:02, 10.52it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.50it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.02it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.22it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.26it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 11.25it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.35it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.52it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.73it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.51it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.54it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.76it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.49it/s]
100%|██████████| 50/50 [00:04<00:00, 11.58it/s]
100%|██████████| 50/50 [00:04<00:00, 11.14it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.22it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.69it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.83it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.69it/s]
 20%|██        | 10/50 [00:00<00:03, 11.44it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.20it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.92it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.57it/s]
 36%|███▌      | 18/50 [00:01<00:03, 10.49it/s]
 40%|████      | 20/50 [00:01<00:02, 10.76it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.02it/s]
 48%|████▊     | 24/50 [00:02<00:02, 10.86it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.06it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.19it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.30it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.08it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 11.06it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.80it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.07it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.77it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 10.94it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.07it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 10.81it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.98it/s]
100%|██████████| 50/50 [00:04<00:00, 11.28it/s]
100%|██████████| 50/50 [00:04<00:00, 11.07it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  2%|▏         | 1/50 [00:00<00:05,  9.56it/s]
  6%|▌         | 3/50 [00:00<00:04, 10.56it/s]
 10%|█         | 5/50 [00:00<00:04, 10.06it/s]
 14%|█▍        | 7/50 [00:00<00:04,  9.91it/s]
 18%|█▊        | 9/50 [00:00<00:04, 10.13it/s]
 22%|██▏       | 11/50 [00:01<00:03, 10.53it/s]
 26%|██▌       | 13/50 [00:01<00:03, 10.92it/s]
 30%|███       | 15/50 [00:01<00:03, 10.56it/s]
 34%|███▍      | 17/50 [00:01<00:03, 10.77it/s]
 38%|███▊      | 19/50 [00:01<00:02, 10.98it/s]
 42%|████▏     | 21/50 [00:01<00:02, 10.89it/s]
 46%|████▌     | 23/50 [00:02<00:02, 10.90it/s]
 50%|█████     | 25/50 [00:02<00:02, 10.99it/s]
 54%|█████▍    | 27/50 [00:02<00:02, 11.14it/s]
 58%|█████▊    | 29/50 [00:02<00:01, 11.08it/s]
 62%|██████▏   | 31/50 [00:02<00:01, 11.11it/s]
 66%|██████▌   | 33/50 [00:03<00:01, 10.92it/s]
 70%|███████   | 35/50 [00:03<00:01, 11.13it/s]
 74%|███████▍  | 37/50 [00:03<00:01, 11.06it/s]
 78%|███████▊  | 39/50 [00:03<00:00, 11.48it/s]
 82%|████████▏ | 41/50 [00:03<00:00, 11.50it/s]
 86%|████████▌ | 43/50 [00:03<00:00, 11.28it/s]
 90%|█████████ | 45/50 [00:04<00:00, 11.60it/s]
 94%|█████████▍| 47/50 [00:04<00:00, 11.45it/s]
 98%|█████████▊| 49/50 [00:04<00:00, 11.36it/s]
100%|██████████| 50/50 [00:04<00:00, 11.01it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.60it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.22it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.28it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.41it/s]
 20%|██        | 10/50 [00:00<00:03, 11.69it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.47it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.52it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.89it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.05it/s]
 40%|████      | 20/50 [00:01<00:02, 11.70it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.48it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.65it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.53it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.51it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.67it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.45it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.47it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.68it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.89it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.73it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.45it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.36it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.67it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.90it/s]
100%|██████████| 50/50 [00:04<00:00, 11.76it/s]
100%|██████████| 50/50 [00:04<00:00, 11.63it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.54it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.98it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.18it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.52it/s]
 20%|██        | 10/50 [00:00<00:03, 11.41it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.72it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.34it/s]
 32%|███▏      | 16/50 [00:01<00:03, 11.12it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.54it/s]
 40%|████      | 20/50 [00:01<00:02, 11.50it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.66it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.94it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.02it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.90it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.66it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.46it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.72it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.26it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.48it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.16it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 10.99it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.43it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.68it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.59it/s]
100%|██████████| 50/50 [00:04<00:00, 11.89it/s]
100%|██████████| 50/50 [00:04<00:00, 11.59it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.66it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.48it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.27it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.70it/s]
 20%|██        | 10/50 [00:00<00:03, 11.41it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.18it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.66it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.07it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.84it/s]
 40%|████      | 20/50 [00:01<00:02, 11.66it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.91it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.88it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.12it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.33it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.83it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.28it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.19it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.53it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.97it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.14it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.79it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.45it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.60it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 12.00it/s]
100%|██████████| 50/50 [00:04<00:00, 11.81it/s]
100%|██████████| 50/50 [00:04<00:00, 11.78it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.30it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.13it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.55it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.45it/s]
 20%|██        | 10/50 [00:00<00:03, 11.78it/s]
 24%|██▍       | 12/50 [00:01<00:03, 12.19it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.23it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.87it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.00it/s]
 40%|████      | 20/50 [00:01<00:02, 11.92it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.79it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.46it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.30it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.09it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.72it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.02it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.57it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.81it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.72it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.44it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.22it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.35it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.73it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.54it/s]
100%|██████████| 50/50 [00:04<00:00, 11.62it/s]
100%|██████████| 50/50 [00:04<00:00, 11.55it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.52it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.67it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.85it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.84it/s]
 20%|██        | 10/50 [00:00<00:03, 11.79it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.61it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.99it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.36it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.49it/s]
 40%|████      | 20/50 [00:01<00:02, 12.56it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.35it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.20it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.91it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.54it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.78it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.66it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.67it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.59it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.88it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.14it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.00it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.10it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.97it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.68it/s]
100%|██████████| 50/50 [00:04<00:00, 11.88it/s]
100%|██████████| 50/50 [00:04<00:00, 11.97it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.92it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.33it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.28it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.14it/s]
 20%|██        | 10/50 [00:00<00:03, 12.11it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.12it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.85it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.79it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.91it/s]
 40%|████      | 20/50 [00:01<00:02, 12.19it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.22it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.59it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.05it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.13it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.41it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.14it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.09it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 11.95it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.87it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.57it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.62it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.70it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.89it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.13it/s]
100%|██████████| 50/50 [00:04<00:00, 12.36it/s]
100%|██████████| 50/50 [00:04<00:00, 12.04it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.72it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.32it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.53it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.29it/s]
 20%|██        | 10/50 [00:00<00:03, 12.52it/s]
 24%|██▍       | 12/50 [00:00<00:03, 11.78it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.91it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.72it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.77it/s]
 40%|████      | 20/50 [00:01<00:02, 12.10it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.62it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.59it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.83it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.77it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.71it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.59it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.60it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.63it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.31it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.44it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.15it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.43it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.60it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.54it/s]
100%|██████████| 50/50 [00:04<00:00, 11.42it/s]
100%|██████████| 50/50 [00:04<00:00, 11.69it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.80it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.74it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.44it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.77it/s]
 20%|██        | 10/50 [00:00<00:03, 11.70it/s]
 24%|██▍       | 12/50 [00:01<00:03, 12.09it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.54it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.98it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.78it/s]
 40%|████      | 20/50 [00:01<00:02, 11.37it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.29it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.37it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.90it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.51it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.62it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.91it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.60it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.46it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.58it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.37it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.37it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.47it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.79it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 12.00it/s]
100%|██████████| 50/50 [00:04<00:00, 12.12it/s]
100%|██████████| 50/50 [00:04<00:00, 11.69it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.68it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.21it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.29it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.25it/s]
 20%|██        | 10/50 [00:00<00:03, 12.43it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.26it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.08it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.38it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.68it/s]
 40%|████      | 20/50 [00:01<00:02, 12.14it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.11it/s]
 48%|████▊     | 24/50 [00:01<00:02, 11.74it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.26it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.40it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.26it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 10.96it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 10.84it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.12it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.60it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.61it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.82it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.89it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.76it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.88it/s]
100%|██████████| 50/50 [00:04<00:00, 11.96it/s]
100%|██████████| 50/50 [00:04<00:00, 11.79it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.91it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.88it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.78it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.74it/s]
 20%|██        | 10/50 [00:00<00:03, 11.90it/s]
 24%|██▍       | 12/50 [00:01<00:03, 12.05it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.28it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.31it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.96it/s]
 40%|████      | 20/50 [00:01<00:02, 11.50it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.51it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.92it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.19it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.39it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.52it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.43it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.77it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.86it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.03it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.10it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.10it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.53it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.56it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.81it/s]
100%|██████████| 50/50 [00:04<00:00, 10.48it/s]
100%|██████████| 50/50 [00:04<00:00, 11.62it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.63it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.33it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.93it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.67it/s]
 20%|██        | 10/50 [00:00<00:03, 11.32it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.18it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.10it/s]
 32%|███▏      | 16/50 [00:01<00:03, 11.23it/s]
 36%|███▌      | 18/50 [00:01<00:02, 10.87it/s]
 40%|████      | 20/50 [00:01<00:02, 11.07it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.33it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.29it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.27it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.33it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.45it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.29it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.42it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.46it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.77it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.04it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.28it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.44it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.29it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 12.24it/s]
100%|██████████| 50/50 [00:04<00:00, 12.48it/s]
100%|██████████| 50/50 [00:04<00:00, 11.67it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.62it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.67it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.24it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.18it/s]
 20%|██        | 10/50 [00:00<00:03, 11.03it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.22it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.05it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.74it/s]
 36%|███▌      | 18/50 [00:01<00:02, 10.88it/s]
 40%|████      | 20/50 [00:01<00:02, 11.25it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.40it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.76it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.02it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.01it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.91it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.47it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.51it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.42it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.34it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.99it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.28it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.52it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.81it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.97it/s]
100%|██████████| 50/50 [00:04<00:00, 12.04it/s]
100%|██████████| 50/50 [00:04<00:00, 11.51it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 10.53it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.52it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.51it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.34it/s]
 20%|██        | 10/50 [00:00<00:03, 11.47it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.50it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.83it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.18it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.30it/s]
 40%|████      | 20/50 [00:01<00:02, 12.43it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.02it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.87it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.93it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.08it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.15it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.95it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.84it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.91it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.72it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.38it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.68it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.70it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.58it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.55it/s]
100%|██████████| 50/50 [00:04<00:00, 11.75it/s]
100%|██████████| 50/50 [00:04<00:00, 11.78it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.31it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.10it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.27it/s]
 16%|█▌        | 8/50 [00:00<00:03, 10.62it/s]
 20%|██        | 10/50 [00:00<00:03, 10.62it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.39it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.91it/s]
 32%|███▏      | 16/50 [00:01<00:03, 11.23it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.03it/s]
 40%|████      | 20/50 [00:01<00:02, 11.36it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.31it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.10it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.94it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.86it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.90it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.02it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 11.45it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.64it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.74it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.93it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.51it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.30it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.55it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.47it/s]
100%|██████████| 50/50 [00:04<00:00, 11.36it/s]
100%|██████████| 50/50 [00:04<00:00, 11.23it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.92it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.58it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.27it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.64it/s]
 20%|██        | 10/50 [00:00<00:03, 12.84it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.19it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.22it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.00it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.64it/s]
 40%|████      | 20/50 [00:01<00:02, 11.97it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.15it/s]
 48%|████▊     | 24/50 [00:01<00:02, 11.86it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.63it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.46it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.72it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.47it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.19it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.98it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.88it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.91it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.19it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.37it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.28it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.91it/s]
100%|██████████| 50/50 [00:04<00:00, 11.28it/s]
100%|██████████| 50/50 [00:04<00:00, 11.57it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.20it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.28it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.48it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.04it/s]
 20%|██        | 10/50 [00:00<00:03, 12.33it/s]
 24%|██▍       | 12/50 [00:00<00:03, 11.90it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.13it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.43it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.99it/s]
 40%|████      | 20/50 [00:01<00:02, 11.71it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.75it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.67it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.91it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.82it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.72it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.01it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.28it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.99it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.50it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.63it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.66it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.68it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.60it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.85it/s]
100%|██████████| 50/50 [00:04<00:00, 12.24it/s]
100%|██████████| 50/50 [00:04<00:00, 11.93it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.34it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.83it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.18it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.17it/s]
 20%|██        | 10/50 [00:00<00:03, 10.83it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.83it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.21it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.64it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.89it/s]
 40%|████      | 20/50 [00:01<00:02, 12.15it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.41it/s]
 48%|████▊     | 24/50 [00:02<00:02, 12.47it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.21it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.21it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.34it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.39it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.56it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 12.67it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.50it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.17it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.24it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.31it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.28it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.34it/s]
100%|██████████| 50/50 [00:04<00:00, 12.13it/s]
100%|██████████| 50/50 [00:04<00:00, 12.02it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.16it/s]
  8%|▊         | 4/50 [00:00<00:03, 13.23it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.71it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.21it/s]
 20%|██        | 10/50 [00:00<00:03, 12.18it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.29it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.43it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.55it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.53it/s]
 40%|████      | 20/50 [00:01<00:02, 12.64it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.54it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.52it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.56it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.52it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.13it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.32it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 10.67it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 11.08it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.49it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.40it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.78it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.01it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.83it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.09it/s]
100%|██████████| 50/50 [00:04<00:00, 12.23it/s]
100%|██████████| 50/50 [00:04<00:00, 12.08it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.27it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.75it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.19it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.72it/s]
 20%|██        | 10/50 [00:00<00:03, 12.14it/s]
 24%|██▍       | 12/50 [00:01<00:03, 12.43it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.59it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.57it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.31it/s]
 40%|████      | 20/50 [00:01<00:02, 12.22it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.93it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.22it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.42it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.54it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.34it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.56it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.52it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.18it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.06it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.29it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.05it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.08it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.27it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.52it/s]
100%|██████████| 50/50 [00:04<00:00, 12.59it/s]
100%|██████████| 50/50 [00:04<00:00, 12.24it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.28it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.40it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.48it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.54it/s]
 20%|██        | 10/50 [00:00<00:03, 12.67it/s]
 24%|██▍       | 12/50 [00:00<00:02, 12.68it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.32it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.28it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.30it/s]
 40%|████      | 20/50 [00:01<00:02, 12.27it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.18it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.08it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.94it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.87it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.15it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.19it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.27it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 11.88it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.40it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.77it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 10.22it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 10.33it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 10.36it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.33it/s]
100%|██████████| 50/50 [00:04<00:00, 10.41it/s]
100%|██████████| 50/50 [00:04<00:00, 11.53it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.22it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.16it/s]
 12%|█▏        | 6/50 [00:00<00:04, 10.49it/s]
 16%|█▌        | 8/50 [00:00<00:03, 10.88it/s]
 20%|██        | 10/50 [00:00<00:03, 10.08it/s]
 24%|██▍       | 12/50 [00:01<00:03,  9.96it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.04it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.05it/s]
 36%|███▌      | 18/50 [00:01<00:03,  9.80it/s]
 38%|███▊      | 19/50 [00:01<00:03,  9.66it/s]
 40%|████      | 20/50 [00:01<00:03,  9.71it/s]
 42%|████▏     | 21/50 [00:02<00:03,  9.54it/s]
 44%|████▍     | 22/50 [00:02<00:02,  9.48it/s]
 48%|████▊     | 24/50 [00:02<00:02, 10.09it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.20it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.04it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.58it/s]
 64%|██████▍   | 32/50 [00:03<00:01, 10.61it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 10.92it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.90it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.23it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.38it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.51it/s]
 88%|████████▊ | 44/50 [00:04<00:00, 11.66it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.23it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.85it/s]
100%|██████████| 50/50 [00:04<00:00, 10.69it/s]
100%|██████████| 50/50 [00:04<00:00, 10.52it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 10.81it/s]
  8%|▊         | 4/50 [00:00<00:04, 10.53it/s]
 12%|█▏        | 6/50 [00:00<00:04, 10.58it/s]
 16%|█▌        | 8/50 [00:00<00:04, 10.36it/s]
 20%|██        | 10/50 [00:00<00:03, 10.79it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.75it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.63it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.70it/s]
 36%|███▌      | 18/50 [00:01<00:03, 10.64it/s]
 40%|████      | 20/50 [00:01<00:02, 10.71it/s]
 44%|████▍     | 22/50 [00:02<00:02, 10.45it/s]
 48%|████▊     | 24/50 [00:02<00:02, 10.63it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.15it/s]
 56%|█████▌    | 28/50 [00:02<00:02,  9.96it/s]
 60%|██████    | 30/50 [00:02<00:02,  9.76it/s]
 64%|██████▍   | 32/50 [00:03<00:01,  9.99it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 10.32it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.56it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.39it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.25it/s]
 84%|████████▍ | 42/50 [00:04<00:00, 10.28it/s]
 88%|████████▊ | 44/50 [00:04<00:00, 10.37it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 10.25it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.15it/s]
100%|██████████| 50/50 [00:04<00:00, 10.12it/s]
100%|██████████| 50/50 [00:04<00:00, 10.35it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.52it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.46it/s]
 12%|█▏        | 6/50 [00:00<00:04, 10.84it/s]
 16%|█▌        | 8/50 [00:00<00:04, 10.48it/s]
 20%|██        | 10/50 [00:00<00:03, 10.13it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.17it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.30it/s]
 32%|███▏      | 16/50 [00:01<00:03, 10.32it/s]
 36%|███▌      | 18/50 [00:01<00:03, 10.35it/s]
 40%|████      | 20/50 [00:01<00:02, 10.77it/s]
 44%|████▍     | 22/50 [00:02<00:02, 11.24it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.10it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.02it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.87it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.91it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 10.87it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 11.06it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.90it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.90it/s]
 80%|████████  | 40/50 [00:03<00:00, 10.90it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 10.86it/s]
 88%|████████▊ | 44/50 [00:04<00:00, 10.98it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 10.39it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.42it/s]
100%|██████████| 50/50 [00:04<00:00, 10.55it/s]
100%|██████████| 50/50 [00:04<00:00, 10.72it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.50it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.54it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.43it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.02it/s]
 20%|██        | 10/50 [00:00<00:03, 10.41it/s]
 24%|██▍       | 12/50 [00:01<00:03, 10.47it/s]
 28%|██▊       | 14/50 [00:01<00:03, 10.99it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.53it/s]
 36%|███▌      | 18/50 [00:01<00:02, 10.99it/s]
 40%|████      | 20/50 [00:01<00:02, 10.99it/s]
 44%|████▍     | 22/50 [00:02<00:02, 10.41it/s]
 48%|████▊     | 24/50 [00:02<00:02, 10.72it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 10.92it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.52it/s]
 60%|██████    | 30/50 [00:02<00:01, 10.70it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 10.67it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 10.83it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 11.24it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.14it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.31it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.31it/s]
 88%|████████▊ | 44/50 [00:04<00:00, 11.04it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.07it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.10it/s]
100%|██████████| 50/50 [00:04<00:00, 11.19it/s]
100%|██████████| 50/50 [00:04<00:00, 10.98it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.80it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.34it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.68it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.23it/s]
 20%|██        | 10/50 [00:00<00:03, 11.51it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.98it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.72it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.61it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.50it/s]
 40%|████      | 20/50 [00:01<00:02, 11.31it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.13it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.36it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.52it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.51it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.41it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.02it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 10.89it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.73it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.79it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.09it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.10it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.29it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.66it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.81it/s]
100%|██████████| 50/50 [00:04<00:00, 11.55it/s]
100%|██████████| 50/50 [00:04<00:00, 11.40it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.18it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.96it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.87it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.75it/s]
 20%|██        | 10/50 [00:00<00:03, 11.96it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.75it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.50it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.41it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.52it/s]
 40%|████      | 20/50 [00:01<00:02, 11.53it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.39it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.38it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.19it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.35it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.06it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 10.72it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 10.82it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.32it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.82it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.10it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.23it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.49it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.73it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.77it/s]
100%|██████████| 50/50 [00:04<00:00, 11.90it/s]
100%|██████████| 50/50 [00:04<00:00, 11.41it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.93it/s]
  8%|▊         | 4/50 [00:00<00:03, 13.03it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.63it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.11it/s]
 20%|██        | 10/50 [00:00<00:03, 11.35it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.36it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.22it/s]
 32%|███▏      | 16/50 [00:01<00:03, 11.01it/s]
 36%|███▌      | 18/50 [00:01<00:02, 10.68it/s]
 40%|████      | 20/50 [00:01<00:02, 10.98it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.02it/s]
 48%|████▊     | 24/50 [00:02<00:02, 11.12it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.06it/s]
 56%|█████▌    | 28/50 [00:02<00:02, 10.99it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.06it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.22it/s]
 68%|██████▊   | 34/50 [00:03<00:01, 11.72it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 12.04it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.05it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.20it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.05it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.76it/s]
 92%|█████████▏| 46/50 [00:04<00:00, 11.77it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.68it/s]
100%|██████████| 50/50 [00:04<00:00, 11.87it/s]
100%|██████████| 50/50 [00:04<00:00, 11.51it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.95it/s]
  8%|▊         | 4/50 [00:00<00:03, 11.89it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.33it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.65it/s]
 20%|██        | 10/50 [00:00<00:03, 12.83it/s]
 24%|██▍       | 12/50 [00:00<00:02, 12.73it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.61it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.73it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.81it/s]
 40%|████      | 20/50 [00:01<00:02, 12.88it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.91it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.93it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.76it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 12.76it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.83it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.79it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.78it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.80it/s]
 76%|███████▌  | 38/50 [00:02<00:00, 12.78it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.86it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.94it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 13.01it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.93it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 13.01it/s]
100%|██████████| 50/50 [00:03<00:00, 12.95it/s]
100%|██████████| 50/50 [00:03<00:00, 12.81it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 13.47it/s]
  8%|▊         | 4/50 [00:00<00:03, 13.40it/s]
 12%|█▏        | 6/50 [00:00<00:03, 13.16it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.93it/s]
 20%|██        | 10/50 [00:00<00:03, 12.73it/s]
 24%|██▍       | 12/50 [00:00<00:03, 11.88it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.91it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.20it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.17it/s]
 40%|████      | 20/50 [00:01<00:02, 12.37it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.52it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.11it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.98it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.74it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.85it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.43it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 11.07it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 10.94it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 10.90it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.46it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.18it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.21it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 11.00it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.45it/s]
100%|██████████| 50/50 [00:04<00:00, 11.80it/s]
100%|██████████| 50/50 [00:04<00:00, 11.80it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:04, 11.27it/s]
  8%|▊         | 4/50 [00:00<00:04, 11.20it/s]
 12%|█▏        | 6/50 [00:00<00:03, 11.05it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.16it/s]
 20%|██        | 10/50 [00:00<00:03, 11.37it/s]
 24%|██▍       | 12/50 [00:01<00:03, 11.36it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.59it/s]
 32%|███▏      | 16/50 [00:01<00:02, 11.38it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.32it/s]
 40%|████      | 20/50 [00:01<00:02, 11.41it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.55it/s]
 48%|████▊     | 24/50 [00:02<00:02, 12.03it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.59it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.61it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.84it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 12.26it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.57it/s]
 72%|███████▏  | 36/50 [00:03<00:01, 12.46it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.05it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.04it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.19it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.45it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.57it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 11.98it/s]
100%|██████████| 50/50 [00:04<00:00, 12.08it/s]
100%|██████████| 50/50 [00:04<00:00, 11.83it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.88it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.74it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.37it/s]
 16%|█▌        | 8/50 [00:00<00:03, 12.16it/s]
 20%|██        | 10/50 [00:00<00:03, 12.07it/s]
 24%|██▍       | 12/50 [00:00<00:03, 11.78it/s]
 28%|██▊       | 14/50 [00:01<00:03, 11.59it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.11it/s]
 36%|███▌      | 18/50 [00:01<00:02, 12.07it/s]
 40%|████      | 20/50 [00:01<00:02, 12.07it/s]
 44%|████▍     | 22/50 [00:01<00:02, 12.42it/s]
 48%|████▊     | 24/50 [00:01<00:02, 12.23it/s]
 52%|█████▏    | 26/50 [00:02<00:01, 12.00it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.96it/s]
 60%|██████    | 30/50 [00:02<00:01, 12.00it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.95it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.10it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.07it/s]
 76%|███████▌  | 38/50 [00:03<00:01, 11.61it/s]
 80%|████████  | 40/50 [00:03<00:00, 11.37it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 11.67it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 11.31it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 10.89it/s]
 96%|█████████▌| 48/50 [00:04<00:00, 10.88it/s]
100%|██████████| 50/50 [00:04<00:00, 11.32it/s]
100%|██████████| 50/50 [00:04<00:00, 11.78it/s]
  0%|          | 0/50 [00:00<?, ?it/s]
  4%|▍         | 2/50 [00:00<00:03, 12.09it/s]
  8%|▊         | 4/50 [00:00<00:03, 12.13it/s]
 12%|█▏        | 6/50 [00:00<00:03, 12.19it/s]
 16%|█▌        | 8/50 [00:00<00:03, 11.98it/s]
 20%|██        | 10/50 [00:00<00:03, 12.13it/s]
 24%|██▍       | 12/50 [00:00<00:03, 12.41it/s]
 28%|██▊       | 14/50 [00:01<00:02, 12.67it/s]
 32%|███▏      | 16/50 [00:01<00:02, 12.15it/s]
 36%|███▌      | 18/50 [00:01<00:02, 11.93it/s]
 40%|████      | 20/50 [00:01<00:02, 11.96it/s]
 44%|████▍     | 22/50 [00:01<00:02, 11.87it/s]
 48%|████▊     | 24/50 [00:01<00:02, 11.71it/s]
 52%|█████▏    | 26/50 [00:02<00:02, 11.91it/s]
 56%|█████▌    | 28/50 [00:02<00:01, 11.72it/s]
 60%|██████    | 30/50 [00:02<00:01, 11.63it/s]
 64%|██████▍   | 32/50 [00:02<00:01, 11.78it/s]
 68%|██████▊   | 34/50 [00:02<00:01, 12.16it/s]
 72%|███████▏  | 36/50 [00:02<00:01, 12.26it/s]
 76%|███████▌  | 38/50 [00:03<00:00, 12.55it/s]
 80%|████████  | 40/50 [00:03<00:00, 12.73it/s]
 84%|████████▍ | 42/50 [00:03<00:00, 12.64it/s]
 88%|████████▊ | 44/50 [00:03<00:00, 12.24it/s]
 92%|█████████▏| 46/50 [00:03<00:00, 12.48it/s]
 96%|█████████▌| 48/50 [00:03<00:00, 12.71it/s]
100%|██████████| 50/50 [00:04<00:00, 12.85it/s]
100%|██████████| 50/50 [00:04<00:00, 12.25it/s]
Version Details
Version ID
bd5fd4290fc2ab4b6931c90aee17581a62047470422737e035f34badb8af4132
Version Created
April 2, 2023
Run on Replicate →