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0ae3f28774
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07b328ee23
Author | SHA1 | Date |
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wql | 07b328ee23 | |
wql | abf6ab0743 | |
wql | 39e97a5c5f | |
wql | 0ab6f2836b |
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@ -0,0 +1,37 @@
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import json
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import pynvml
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import time
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def main():
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UNIT = 1024 * 1024 * 1024
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pynvml.nvmlInit()
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gpuDeviceCount = pynvml.nvmlDeviceGetCount()
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start_time = time.time()
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while time.time() - start_time < 3600 *16:
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# print(time.time() - start_time)
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all_gpu_status = []
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for i in range(gpuDeviceCount):
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handle = pynvml.nvmlDeviceGetHandleByIndex(i)
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memoryInfo = pynvml.nvmlDeviceGetMemoryInfo(handle)
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all_gpu_status.append(dict(
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device = i,
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total_mem_GB = memoryInfo.total/UNIT,
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used_mem_GB = memoryInfo.used/UNIT,
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powerusage_W = pynvml.nvmlDeviceGetPowerUsage(handle) / 1000
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))
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logs = dict(
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cur_time = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime()),
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all_gpu_status = all_gpu_status
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)
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with open("./results/gpu_status.json", "a", encoding="utf-8") as f:
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f.write(json.dumps(logs) + "\n")
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# print(logs)
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time.sleep(60)
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pynvml.nvmlShutdown()
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if __name__ == "__main__":
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main()
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@ -302,6 +302,7 @@ class LogCallback(TrainerCallback):
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learning_rate=state.log_history[-1].get("learning_rate", None),
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epoch=state.log_history[-1].get("epoch", None),
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percentage=round(self.cur_steps / self.max_steps * 100, 2) if self.max_steps != 0 else 100,
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cur_time = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime()),
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elapsed_time=self.elapsed_time,
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remaining_time=self.remaining_time,
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throughput="{:.2f}".format(state.num_input_tokens_seen / (time.time() - self.start_time)),
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