Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name chaiml-nemo-20241010-ti-5991-v50-mkmlizer
Waiting for job on chaiml-nemo-20241010-ti-5991-v50-mkmlizer to finish
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ _____ __ __ ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ /___/ ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ Version: 0.11.12 ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ https://mk1.ai ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ belonging to: ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ Chai Research Corp. ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: Downloaded to shared memory in 34.446s
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp89flv2rc, device:0
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: quantized model in 36.671s
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 71.117s
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v50
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v50/config.json
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v50/special_tokens_map.json
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v50/tokenizer_config.json
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v50/tokenizer.json
chaiml-nemo-20241010-ti-5991-v50-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v50/flywheel_model.0.safetensors
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Job chaiml-nemo-20241010-ti-5991-v50-mkmlizer completed after 94.49s with status: succeeded
Stopping job with name chaiml-nemo-20241010-ti-5991-v50-mkmlizer
Pipeline stage MKMLizer completed in 95.01s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241010-ti-5991-v50
Waiting for inference service chaiml-nemo-20241010-ti-5991-v50 to be ready
Inference service chaiml-nemo-20241010-ti-5991-v50 ready after 170.84458208084106s
Pipeline stage MKMLDeployer completed in 171.40s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.389049768447876s
Received healthy response to inference request in 1.3747859001159668s
Received healthy response to inference request in 1.7858848571777344s
Received healthy response to inference request in 1.545975685119629s
Received healthy response to inference request in 2.221794605255127s
5 requests
0 failed requests
5th percentile: 1.4090238571166993
10th percentile: 1.4432618141174316
20th percentile: 1.5117377281188964
30th percentile: 1.59395751953125
40th percentile: 1.6899211883544922
50th percentile: 1.7858848571777344
60th percentile: 1.9602487564086915
70th percentile: 2.1346126556396485
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90th percentile: 2.9221477031707765
95th percentile: 3.155598735809326
99th percentile: 3.342359561920166
mean time: 2.0634981632232665
Pipeline stage StressChecker completed in 11.85s
Shutdown handler de-registered
chaiml-nemo-20241010-ti_5991_v50 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-ti_5991_v50 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-ti_5991_v50 status is now torndown due to DeploymentManager action