ISA-Device-Checkpoints / manifest.json
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{
"format_version": 1,
"collection": "vgg8-cifar10-selected-device-checkpoints",
"architecture": "VGG8",
"dataset": "CIFAR-10",
"metric_scope": "best validation accuracy",
"weights": [
{
"device": "ReRAM",
"trial": 2,
"best_epoch": 190,
"best_validation_accuracy": 0.875,
"file": "cifar10-vgg8/reram/model.pth",
"bytes": 103849872,
"sha256": "a72c4fdf3fa567fca7e9ab78dd3d306411427c69ed15b4bad0d9060b6ebfbb9e",
"source_checkpoint_match": true,
"canonical_runtime_full_test": "pending"
},
{
"device": "PCM",
"trial": 12,
"best_epoch": 177,
"best_validation_accuracy": 0.9203,
"file": "cifar10-vgg8/pcm/model.pth",
"bytes": 103849927,
"sha256": "7186be82c649546cb14005a2ca28c9c2982c4a24f981c05563d379926c959909",
"source_checkpoint_match": true,
"canonical_runtime_full_test": "pending"
},
{
"device": "STT",
"trial": 17,
"best_epoch": 170,
"best_validation_accuracy": 0.8922,
"file": "cifar10-vgg8/stt/model.pth",
"bytes": 103849927,
"sha256": "bb28c72c7b6bc68858448e350ccb90e57eef5fc42609490ea03d9172e729a915",
"source_checkpoint_match": true,
"canonical_runtime_full_test": "pending"
},
{
"device": "Flash",
"trial": 10,
"best_epoch": 182,
"best_validation_accuracy": 0.9014,
"file": "cifar10-vgg8/flash/model.pth",
"bytes": 103849927,
"sha256": "e4dbdf39f42d2949c8a07cecdf2f4b390a879157f33e91771b649dd3b3d260fb",
"source_checkpoint_match": true,
"canonical_runtime_full_test": "pending"
}
]
}