e2am: batch upload 7 files (53141 KB)

runs/tiny_imagenet/deployment/M7_full_e2am/D0_fp32/metrics.json

@@ -0,0 +1,14 @@
+{
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+  "nonzero_parameters": 4491441,
+  "accuracy": 0.59140625,
+  "n_images": 5120,
+  "elapsed_sec": 13.661925792694092,
+  "throughput_imgs_per_sec": 374.7641494830833,
+  "latency_ms_per_image": 2.668344881385565,
+  "energy_j": 984.1759855506042,
+  "energy_per_inference_j": 0.1922218721778524,
+  "device": "cuda:0"
+}

runs/tiny_imagenet/deployment/M7_full_e2am/D0_fp32/model.pt

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runs/tiny_imagenet/deployment/M7_full_e2am/D1_pruned_masked/metrics.json

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+{
+  "variant": "D1_pruned_masked",
+  "model_size_mb": 17.29814910888672,
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+  "nonzero_parameters": 2315233,
+  "accuracy": 0.009765625,
+  "n_images": 5120,
+  "elapsed_sec": 12.211704969406128,
+  "throughput_imgs_per_sec": 419.26987368488585,
+  "latency_ms_per_image": 2.3850986268371344,
+  "energy_j": 933.8722481701776,
+  "energy_per_inference_j": 0.18239692347073783,
+  "device": "cuda:0"
+}

runs/tiny_imagenet/deployment/M7_full_e2am/D1_pruned_masked/model.pt

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runs/tiny_imagenet/deployment/M7_full_e2am/D2_pruned_finetuned/metrics.json

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+{
+  "variant": "D2_pruned_finetuned",
+  "model_size_mb": 17.29814910888672,
+  "num_parameters": 4491441,
+  "nonzero_parameters": 4390737,
+  "accuracy": 0.5265625,
+  "n_images": 5120,
+  "elapsed_sec": 15.739333152770996,
+  "throughput_imgs_per_sec": 325.29967758504404,
+  "latency_ms_per_image": 3.074088506400585,
+  "energy_j": 1150.2867955704858,
+  "energy_per_inference_j": 0.2246653897598605,
+  "device": "cuda:0"
+}

runs/tiny_imagenet/deployment/M7_full_e2am/D2_pruned_finetuned/model.pt

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runs/tiny_imagenet/deployment/M7_full_e2am/deployment_metrics.csv

@@ -0,0 +1,6 @@
+accuracy,device,elapsed_sec,energy_j,energy_per_inference_j,error,latency_ms_per_image,model_size_mb,n_images,nonzero_parameters,num_parameters,throughput_imgs_per_sec,variant
+0.59140625,cuda:0,13.661925792694092,984.1759855506042,0.1922218721778524,,2.668344881385565,17.29814910888672,5120,4491441,4491441,374.7641494830833,D0_fp32
+0.009765625,cuda:0,12.211704969406128,933.8722481701776,0.18239692347073783,,2.3850986268371344,17.29814910888672,5120,2315233,4491441,419.26987368488585,D1_pruned_masked
+0.5265625,cuda:0,15.739333152770996,1150.2867955704858,0.2246653897598605,,3.074088506400585,17.29814910888672,5120,4390737,4491441,325.29967758504404,D2_pruned_finetuned
+,,,,,symbolically traced variables cannot be used as inputs to control flow,,,,,,,D3_int8_cpu_fx
+,,,,,symbolically traced variables cannot be used as inputs to control flow,,,,,,,D4_pruned_int8