pytorch-sbs/settings/FASHION_MNIST/CNN_Approx/def.json

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2023-01-15 03:00:40 +01:00
{
"epoch_id_max": 200,
"batch_size": 24,
"stage_id": 0,
"simulation_id": 0,
"learning_parameters": {
"loss_mode": 1, // X-Entropy
"number_of_batches_for_one_update": 20,
"learning_rate_gamma_w": 0.001,
"lr_scheduler_patience_w": -1,
"adapt_learning_rate_after_minibatch": false,
"w_trainable": [
true
]
},
"augmentation": {},
"image_statistics": {},
"approximation_setting": {
"number_of_frac_bits": [
30
], // Quantization of the mantissa
"approximation_enable": [
true
], // In addition to the quantization more approx
"number_of_trunc_bits": [
1
]
}
}