Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Merge pull request #225 from HyperGAN/develop
0.10.1
- Loading branch information
Showing
35 changed files
with
165 additions
and
74 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,89 @@ | ||
| # An example of how to run all the configuration files in the current directory, in parallel. | ||
| # Usage: python3 run_all.py | ||
|
|
||
| import logging | ||
| import random | ||
| import threading | ||
| import time | ||
| import queue | ||
| import glob | ||
| import os | ||
| import json | ||
|
|
||
| logging.basicConfig(level=logging.DEBUG, | ||
| format='(%(threadName)-10s) %(message)s', | ||
| ) | ||
| class Trainer(object): | ||
| def __init__(self, card=0): | ||
| self.lock = threading.Lock() | ||
| self.card = card | ||
| self.steps = 100000 | ||
| #number_samples = 60*25 # one minute video | ||
| number_samples = 10*25 # ten second video | ||
| self.sample_every = self.steps//number_samples | ||
| self.format = 'jpg' | ||
| self.dataset = "/ml/datasets/faces/128x128_sketched/all" | ||
| self.batch_size = 8 | ||
| def run(self, json_file): | ||
| obj = json.loads(open(json_file+".json", 'r').read()) | ||
| if "width" in obj["runtime"]: | ||
| size = " --size "+str(obj["runtime"]["width"])+"x"+ str(obj["runtime"]["height"])+"x"+str(obj["runtime"]["channels"]) | ||
| else: | ||
| print("NULL SIZE", obj) | ||
| size = "" | ||
| command = obj["runtime"]["train"] | ||
|
|
||
| logging.debug('Run %s on card %d', json_file, self.card) | ||
| if os.path.exists("samples/"+json_file): | ||
| logging.info('Skipping '+json_file+', samples exist') | ||
| else: | ||
| command = ("CUDA_VISIBLE_DEVICES=%d " % self.card) + command | ||
| command = command.replace("[dataset]", self.dataset) | ||
| command = command.replace("[hypergan]", "/ml/dev/hypergan/") | ||
| command += " --sample_every %d -b %d --format %s -c %s --save_every %d --steps %d --save_samples --resize" % (self.sample_every, self.batch_size, self.format, json_file, self.steps-1, self.steps) | ||
| command += size | ||
| logging.debug(command) | ||
| os.system(command) | ||
|
|
||
| def worker(c): | ||
| thread = threading.currentThread() | ||
| if queue.empty(): | ||
| return | ||
| json_file = queue.get() | ||
| config = json_file.replace(".json","") | ||
| c.run(config) | ||
| worker(c) | ||
| queue.task_done() | ||
| logging.debug('Done') | ||
|
|
||
|
|
||
| gpus = [] | ||
| gpu_count = 2 | ||
| gpu_offset = 0 | ||
| per_gpu = 2 | ||
| queue = queue.Queue() | ||
|
|
||
|
|
||
| files = glob.glob("*.json") | ||
|
|
||
| for f in files: | ||
| queue.put(f) | ||
|
|
||
| for j in range(per_gpu): | ||
| for i in range(gpu_count): | ||
| gpu = Trainer(i+gpu_offset) | ||
|
|
||
| t=threading.Thread(target=worker, args=(gpu,)) | ||
| gpus.append(t) | ||
| t.start() | ||
|
|
||
| logging.debug('Waiting for worker threads') | ||
| main_thread = threading.currentThread() | ||
|
|
||
| queue.join() | ||
|
|
||
| for t in threading.enumerate(): | ||
| if t is not main_thread: | ||
| t.join() | ||
|
|
||
| logging.debug("Goodbye") |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Oops, something went wrong.