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-v98-mkmlizer
Waiting for job on chaiml-nemo-20241010-ti-5991-v98-mkmlizer to finish
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ _____ __ __ ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ /___/ ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ Version: 0.11.12 ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ https://mk1.ai ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ belonging to: ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ Chai Research Corp. ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: Downloaded to shared memory in 28.862s
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp95pun1hj, device:0
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: quantized model in 37.307s
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 66.170s
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v98
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v98/config.json
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v98/special_tokens_map.json
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v98/tokenizer_config.json
chaiml-nemo-20241010-ti-5991-v98-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v98/tokenizer.json
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Job chaiml-nemo-20241010-ti-5991-v98-mkmlizer completed after 93.86s with status: succeeded
Stopping job with name chaiml-nemo-20241010-ti-5991-v98-mkmlizer
Pipeline stage MKMLizer completed in 94.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241010-ti-5991-v98
Waiting for inference service chaiml-nemo-20241010-ti-5991-v98 to be ready
Inference service chaiml-nemo-20241010-ti-5991-v98 ready after 180.61392903327942s
Pipeline stage MKMLDeployer completed in 181.19s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1623806953430176s
Received healthy response to inference request in 1.3840372562408447s
Received healthy response to inference request in 1.3954143524169922s
Received healthy response to inference request in 1.5844590663909912s
Received healthy response to inference request in 2.232865810394287s
5 requests
0 failed requests
5th percentile: 1.3863126754760742
10th percentile: 1.3885880947113036
20th percentile: 1.3931389331817627
30th percentile: 1.433223295211792
40th percentile: 1.5088411808013915
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70th percentile: 2.046796369552612
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90th percentile: 2.204671764373779
95th percentile: 2.2187687873840334
99th percentile: 2.2300464057922365
mean time: 1.7518314361572265
Pipeline stage StressChecker completed in 10.53s
Shutdown handler de-registered
chaiml-nemo-20241010-ti_5991_v98 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-ti_5991_v98 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-ti_5991_v98 status is now torndown due to DeploymentManager action