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Running pipeline stage MKMLizer
Running pipeline stage MKMLizer
Starting job with name chaiml-nemo-20241010-ti-5991-v34-mkmlizer
Starting job with name chaiml-nemo-20241010-ti-5991-v34-mkmlizer
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Starting job with name chaiml-nemo-20241010-ti-5991-v34-mkmlizer
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chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ _____ __ __ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ /___/ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ _____ __ __ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Version: 0.11.12 ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ https://mk1.ai ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ /___/ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ belonging to: ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Version: 0.11.12 ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Chai Research Corp. ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ https://mk1.ai ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ belonging to: ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Chai Research Corp. ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Downloaded to shared memory in 30.086s
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp4nkhplfr, device:0
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Downloaded to shared memory in 30.086s
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp4nkhplfr, device:0
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: quantized model in 36.412s
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 66.498s
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: quantized model in 36.412s
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 66.498s
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/config.json
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/special_tokens_map.json
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/tokenizer_config.json
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/tokenizer.json
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/flywheel_model.0.safetensors
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chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/tokenizer.json
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/flywheel_model.0.safetensors
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Job chaiml-nemo-20241010-ti-5991-v34-mkmlizer completed after 86.25s with status: succeeded
Stopping job with name chaiml-nemo-20241010-ti-5991-v34-mkmlizer
Pipeline stage MKMLizer completed in 87.52s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.26s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241010-ti-5991-v34
Waiting for inference service chaiml-nemo-20241010-ti-5991-v34 to be ready
Stopping job with name chaiml-nemo-20241010-ti-5991-v34-mkmlizer
%s, retrying in %s seconds...
Stopping job with name chaiml-nemo-20241010-ti-5991-v34-mkmlizer
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Stopping job with name chaiml-nemo-20241010-ti-5991-v34-mkmlizer
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Starting job with name chaiml-nemo-20241010-ti-5991-v34-mkmlizer
Waiting for job on chaiml-nemo-20241010-ti-5991-v34-mkmlizer to finish
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ _____ __ __ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ /___/ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Version: 0.11.12 ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ https://mk1.ai ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ belonging to: ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Chai Research Corp. ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ║ ║
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission zonemercy-lexical-nemov8_5966_v2: ('http://zonemercy-lexical-nemov8-5966-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:52746->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Downloaded to shared memory in 28.780s
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpt43t0a49, device:0
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: quantized model in 35.597s
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 64.377s
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/special_tokens_map.json
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/config.json
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/tokenizer_config.json
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/tokenizer.json
chaiml-nemo-20241010-ti-5991-v34-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v34/flywheel_model.0.safetensors
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Job chaiml-nemo-20241010-ti-5991-v34-mkmlizer completed after 88.16s with status: succeeded
Stopping job with name chaiml-nemo-20241010-ti-5991-v34-mkmlizer
Pipeline stage MKMLizer completed in 186.57s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.29s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241010-ti-5991-v34
Ignoring service chaiml-nemo-20241010-ti-5991-v34 already deployed
Waiting for inference service chaiml-nemo-20241010-ti-5991-v34 to be ready
Inference service chaiml-nemo-20241010-ti-5991-v34 ready after 60.57452917098999s
Pipeline stage MKMLDeployer completed in 61.68s
run pipeline stage %s
Running pipeline stage StressChecker
Inference service chaiml-nemo-20241010-ti-5991-v34 ready after 160.74620127677917s
Pipeline stage MKMLDeployer completed in 161.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6551506519317627s
Received healthy response to inference request in 1.8498902320861816s
Received healthy response to inference request in 2.0384318828582764s
Received healthy response to inference request in 1.5001661777496338s
Received healthy response to inference request in 1.4745991230010986s
Received healthy response to inference request in 1.4195055961608887s
Received healthy response to inference request in 1.6409518718719482s
Received healthy response to inference request in 1.4984099864959717s
Received healthy response to inference request in 1.6553866863250732s
5 requests
0 failed requests
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10th percentile: 1.5411402225494384
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Received healthy response to inference request in 2.051894187927246s
50th percentile: 1.6551506519317627
5 requests
60th percentile: 1.655245065689087
0 failed requests
70th percentile: 1.6553394794464111
5th percentile: 1.4352864742279052
80th percentile: 1.731995725631714
10th percentile: 1.4510673522949218
90th percentile: 1.885213804244995
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95th percentile: 1.9618228435516356
30th percentile: 1.4987612247467041
99th percentile: 2.023110074996948
40th percentile: 1.4994637012481689
mean time: 1.6929040431976319
50th percentile: 1.5001661777496338
Pipeline stage StressChecker completed in 13.01s
60th percentile: 1.6400557994842528
Shutdown handler de-registered
70th percentile: 1.779945421218872
chaiml-nemo-20241010-ti_5991_v34 status is now deployed due to DeploymentManager action
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99th percentile: 2.0438140296936034
mean time: 1.6639732360839843
Pipeline stage StressChecker completed in 12.48s
Shutdown handler de-registered
chaiml-nemo-20241010-ti_5991_v34 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-ti_5991_v34 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-ti_5991_v34 status is now torndown due to DeploymentManager action