e2am: batch upload 11 files (328988 KB)
Browse files- runs/tiny_imagenet/deployment/M7_full_e2am/D0_fp32/metrics.json +14 -0
- runs/tiny_imagenet/deployment/M7_full_e2am/D0_fp32/model.pt +3 -0
- runs/tiny_imagenet/deployment/M7_full_e2am/D1_pruned_masked/metrics.json +14 -0
- runs/tiny_imagenet/deployment/M7_full_e2am/D1_pruned_masked/model.pt +3 -0
- runs/tiny_imagenet/deployment/M7_full_e2am/D2_pruned_finetuned/metrics.json +14 -0
- runs/tiny_imagenet/deployment/M7_full_e2am/D2_pruned_finetuned/model.pt +3 -0
- runs/tiny_imagenet/deployment/M7_full_e2am/D3_int8_cpu_fx/metrics.json +14 -0
- runs/tiny_imagenet/deployment/M7_full_e2am/D3_int8_cpu_fx/model.pt +3 -0
- runs/tiny_imagenet/deployment/M7_full_e2am/D4_pruned_int8/metrics.json +14 -0
- runs/tiny_imagenet/deployment/M7_full_e2am/D4_pruned_int8/model.pt +3 -0
- runs/tiny_imagenet/deployment/M7_full_e2am/deployment_metrics.csv +6 -0
runs/tiny_imagenet/deployment/M7_full_e2am/D0_fp32/metrics.json
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{
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"variant": "D0_fp32",
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"model_size_mb": 91.51306629180908,
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"num_parameters": 23910152,
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"nonzero_parameters": 23910152,
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"accuracy": 0.669921875,
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"n_images": 5120,
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"elapsed_sec": 16.812029600143433,
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"throughput_imgs_per_sec": 304.54383687001825,
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"latency_ms_per_image": 3.283599531278014,
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"energy_j": 1238.320696280257,
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"energy_per_inference_j": 0.24185951099223768,
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"device": "cuda:0"
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}
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runs/tiny_imagenet/deployment/M7_full_e2am/D0_fp32/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b98a8d6664b8a8bcddf214d4e38be38dfd25229ff7ea380b66faa5f81ddfb335
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size 95958405
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runs/tiny_imagenet/deployment/M7_full_e2am/D1_pruned_masked/metrics.json
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{
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"variant": "D1_pruned_masked",
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"model_size_mb": 91.51306629180908,
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"num_parameters": 23910152,
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"nonzero_parameters": 12186536,
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"accuracy": 0.009765625,
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"n_images": 5120,
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"elapsed_sec": 15.131654739379883,
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"throughput_imgs_per_sec": 338.36352257465165,
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"latency_ms_per_image": 2.9554013162851334,
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"energy_j": 1123.1389406763099,
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"energy_per_inference_j": 0.21936307435084176,
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"device": "cuda:0"
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}
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runs/tiny_imagenet/deployment/M7_full_e2am/D1_pruned_masked/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:50565098e81c8f26c72c29e1a135cd722e76fba7e0671c50a390278f0812f3be
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size 95958405
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runs/tiny_imagenet/deployment/M7_full_e2am/D2_pruned_finetuned/metrics.json
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{
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"variant": "D2_pruned_finetuned",
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"model_size_mb": 91.51306629180908,
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"num_parameters": 23910152,
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"nonzero_parameters": 13768144,
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"accuracy": 0.60234375,
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"n_images": 5120,
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"elapsed_sec": 16.231348037719727,
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"throughput_imgs_per_sec": 315.4389880681338,
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"latency_ms_per_image": 3.170185163617134,
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"energy_j": 1179.9604456749282,
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"energy_per_inference_j": 0.2304610245458844,
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"device": "cuda:0"
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}
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runs/tiny_imagenet/deployment/M7_full_e2am/D2_pruned_finetuned/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ba3fdd4e75ec3d88e1fbaf6c3d027054321c774019070c67d7d664906e5926b6
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size 95958405
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runs/tiny_imagenet/deployment/M7_full_e2am/D3_int8_cpu_fx/metrics.json
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{
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"variant": "D3_int8_cpu_fx",
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"model_size_mb": 23.36782741546631,
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"num_parameters": 0,
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"nonzero_parameters": 0,
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"accuracy": 0.691796875,
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"n_images": 2560,
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"elapsed_sec": 132.78530192375183,
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"throughput_imgs_per_sec": 19.279242227200772,
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"latency_ms_per_image": 51.86925856396556,
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"energy_j": 4853.6176858796625,
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"energy_per_inference_j": 1.8959444085467432,
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"device": "cpu"
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}
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runs/tiny_imagenet/deployment/M7_full_e2am/D3_int8_cpu_fx/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4e3ff64b909a78378d5dfa2eaeb9b50a3013cde2f3f92006ff35ba3d40bc23c5
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size 24502943
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runs/tiny_imagenet/deployment/M7_full_e2am/D4_pruned_int8/metrics.json
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{
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"variant": "D4_pruned_int8",
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"model_size_mb": 23.36782741546631,
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"num_parameters": 0,
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"nonzero_parameters": 0,
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"accuracy": 0.019140625,
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"n_images": 2560,
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"elapsed_sec": 133.43936800956726,
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"throughput_imgs_per_sec": 19.184743139794058,
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"latency_ms_per_image": 52.12475312873721,
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"energy_j": 4893.631865131508,
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"energy_per_inference_j": 1.9115749473169952,
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"device": "cpu"
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}
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runs/tiny_imagenet/deployment/M7_full_e2am/D4_pruned_int8/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:6e579c1a9c5caf00bf4a0354bc72f11ab10d91b4cf1fb326765841418dc64c4f
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size 24502943
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runs/tiny_imagenet/deployment/M7_full_e2am/deployment_metrics.csv
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accuracy,device,elapsed_sec,energy_j,energy_per_inference_j,latency_ms_per_image,model_size_mb,n_images,nonzero_parameters,num_parameters,throughput_imgs_per_sec,variant
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0.669921875,cuda:0,16.812029600143433,1238.320696280257,0.24185951099223768,3.283599531278014,91.51306629180908,5120,23910152,23910152,304.54383687001825,D0_fp32
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0.009765625,cuda:0,15.131654739379883,1123.1389406763099,0.21936307435084176,2.9554013162851334,91.51306629180908,5120,12186536,23910152,338.36352257465165,D1_pruned_masked
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0.60234375,cuda:0,16.231348037719727,1179.9604456749282,0.2304610245458844,3.170185163617134,91.51306629180908,5120,13768144,23910152,315.4389880681338,D2_pruned_finetuned
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0.691796875,cpu,132.78530192375183,4853.6176858796625,1.8959444085467432,51.86925856396556,23.36782741546631,2560,0,0,19.279242227200772,D3_int8_cpu_fx
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0.019140625,cpu,133.43936800956726,4893.631865131508,1.9115749473169952,52.12475312873721,23.36782741546631,2560,0,0,19.184743139794058,D4_pruned_int8
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