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/cmsis-dsp-latest/Testing/PatternGeneration/
DSVM.py123 gamma = np.array([clf._gamma])
124 params=np.concatenate((supportVectors,dualCoefs,intercept,coef0,gamma))
126 gamma = np.array([clf._gamma])
127 params=np.concatenate((supportVectors,dualCoefs,intercept,gamma))
130 gamma = np.array([clf._gamma])
131 params=np.concatenate((supportVectors,dualCoefs,intercept,coef0,gamma))
143 clf = svm.SVC(kernel='poly',gamma='auto', coef0=1.1)
147 clf = svm.SVC(kernel='rbf',gamma='auto')
151 clf = svm.SVC(kernel='sigmoid',gamma='auto')
197 gamma = list(np.array([clf._gamma]))
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/cmsis-dsp-latest/Include/dsp/
Dsvm_functions_f16.h90 float16_t gamma; /**< Gamma factor */ member
105 float16_t gamma; /**< Gamma factor */ member
121 float16_t gamma; /**< Gamma factor */ member
176 float16_t gamma
209 float16_t gamma
244 float16_t gamma
Dsvm_functions.h104 float32_t gamma; /**< Gamma factor */ member
119 float32_t gamma; /**< Gamma factor */ member
135 float32_t gamma; /**< Gamma factor */ member
191 float32_t gamma
224 float32_t gamma
259 float32_t gamma
/cmsis-dsp-latest/PythonWrapper/cmsisdsp_pkg/src/
Dcmsisdsp_svm.c200 ,&self->instance->gamma in arm_svm_polynomial_instance_f32_init()
216 GETFIELD(arm_svm_polynomial_instance_f32,gamma,"f");
264 ,&self->instance->gamma in arm_svm_rbf_instance_f32_init()
278 GETFIELD(arm_svm_rbf_instance_f32,gamma,"f");
325 ,&self->instance->gamma in arm_svm_sigmoid_instance_f32_init()
340 GETFIELD(arm_svm_sigmoid_instance_f32,gamma,"f");
439 float32_t gamma; in cmsis_arm_svm_polynomial_init_f32() local
450 &gamma in cmsis_arm_svm_polynomial_init_f32()
468 gamma in cmsis_arm_svm_polynomial_init_f32()
493 float32_t gamma; in cmsis_arm_svm_rbf_init_f32() local
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/cmsis-dsp-latest/Testing/Source/Benchmarks/
DSVMF16.cpp155 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 2]; in setUp()
161 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1]; in setUp()
166 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 2]; in setUp()
198 this->gamma in setUp()
213 this->gamma in setUp()
229 this->gamma in setUp()
DSVMF32.cpp155 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 2]; in setUp()
161 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1]; in setUp()
166 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 2]; in setUp()
198 this->gamma in setUp()
213 this->gamma in setUp()
229 this->gamma in setUp()
/cmsis-dsp-latest/Source/SVMFunctions/
Darm_svm_rbf_init_f32.c74 float32_t gamma in arm_svm_rbf_init_f32() argument
83 S->gamma = gamma; in arm_svm_rbf_init_f32()
Darm_svm_rbf_init_f16.c72 float16_t gamma in arm_svm_rbf_init_f16() argument
81 S->gamma = gamma; in arm_svm_rbf_init_f16()
Darm_svm_sigmoid_init_f16.c73 float16_t gamma in arm_svm_sigmoid_init_f16() argument
83 S->gamma = gamma; in arm_svm_sigmoid_init_f16()
Darm_svm_sigmoid_init_f32.c75 float32_t gamma in arm_svm_sigmoid_init_f32() argument
85 S->gamma = gamma; in arm_svm_sigmoid_init_f32()
Darm_svm_polynomial_init_f32.c78 float32_t gamma in arm_svm_polynomial_init_f32() argument
89 S->gamma = gamma; in arm_svm_polynomial_init_f32()
Darm_svm_polynomial_init_f16.c76 float16_t gamma in arm_svm_polynomial_init_f16() argument
87 S->gamma = gamma; in arm_svm_polynomial_init_f16()
Darm_svm_sigmoid_predict_f32.c157 vtanhq_f32(vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0))); in arm_svm_sigmoid_predict_f32()
232 vtanhq_f32(vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0)), in arm_svm_sigmoid_predict_f32()
291 vtanhq_f32(vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0)), in arm_svm_sigmoid_predict_f32()
401 dotV = vmulq_n_f32(dotV, S->gamma); in arm_svm_sigmoid_predict_f32()
452 sum += *pDualCoefs++ * tanhf(S->gamma * dot + S->coef0); in arm_svm_sigmoid_predict_f32()
476 sum += S->dualCoefficients[i] * tanhf(S->gamma * dot + S->coef0); in arm_svm_sigmoid_predict_f32()
Darm_svm_polynomial_predict_f32.c160 (vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0), S->degree)); in arm_svm_polynomial_predict_f32()
235 (vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0), S->degree), in arm_svm_polynomial_predict_f32()
294 (vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0), S->degree), in arm_svm_polynomial_predict_f32()
403 dotV = vmulq_n_f32(dotV, S->gamma); in arm_svm_polynomial_predict_f32()
454 sum += *pDualCoefs++ * arm_exponent_f32(S->gamma * dot + S->coef0, S->degree); in arm_svm_polynomial_predict_f32()
478 sum += S->dualCoefficients[i] * arm_exponent_f32(S->gamma * dot + S->coef0, S->degree); in arm_svm_polynomial_predict_f32()
Darm_svm_rbf_predict_f32.c169 vexpq_f32(vmulq_n_f32(vtmp, -S->gamma))); in arm_svm_rbf_predict_f32()
247 vexpq_f32(vmulq_n_f32(vtmp, -S->gamma)), vctp32q(2)); in arm_svm_rbf_predict_f32()
308 vexpq_f32(vmulq_n_f32(vtmp, -S->gamma)), vctp32q(1)); in arm_svm_rbf_predict_f32()
434 dotV = vmulq_n_f32(dotV, -S->gamma); in arm_svm_rbf_predict_f32()
487 sum += *pDualCoefs++ * expf(-S->gamma * dot); in arm_svm_rbf_predict_f32()
512 sum += S->dualCoefficients[i] * expf(-S->gamma * dot); in arm_svm_rbf_predict_f32()
Darm_svm_polynomial_predict_f16.c183 (vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0), in arm_svm_polynomial_predict_f16()
259 (vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0), S->degree), in arm_svm_polynomial_predict_f16()
318 (vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0), S->degree), in arm_svm_polynomial_predict_f16()
354 …sum += (_Float16)S->dualCoefficients[i] * (_Float16)arm_exponent_f16((_Float16)S->gamma * (_Float1… in arm_svm_polynomial_predict_f16()
Darm_svm_sigmoid_predict_f16.c160 vtanhq_f16(vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0)),vctp16q(4)); in arm_svm_sigmoid_predict_f16()
235 vtanhq_f16(vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0)), in arm_svm_sigmoid_predict_f16()
294 vtanhq_f16(vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0)), in arm_svm_sigmoid_predict_f16()
320 …sum += (_Float16)S->dualCoefficients[i] * (_Float16)tanhf((float32_t)((_Float16)S->gamma * (_Float… in arm_svm_sigmoid_predict_f16()
Darm_svm_rbf_predict_f16.c172 vexpq_f16(vmulq_n_f16(vtmp, -(_Float16)S->gamma)),vctp16q(4)); in arm_svm_rbf_predict_f16()
250 vexpq_f16(vmulq_n_f16(vtmp, -(_Float16)S->gamma)), vctp16q(2)); in arm_svm_rbf_predict_f16()
311 vexpq_f16(vmulq_n_f16(vtmp, -(_Float16)S->gamma)), vctp16q(1)); in arm_svm_rbf_predict_f16()
339 …sum += (_Float16)S->dualCoefficients[i] * (_Float16)expf((float32_t)(-(_Float16)S->gamma * (_Float… in arm_svm_rbf_predict_f16()
/cmsis-dsp-latest/Testing/Source/Tests/
DSVMF16.cpp170 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 2]; in setUp()
174 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1]; in setUp()
179 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 2]; in setUp()
212 this->gamma in setUp()
227 this->gamma in setUp()
243 this->gamma in setUp()
DSVMF32.cpp169 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 2]; in setUp()
173 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1]; in setUp()
178 this->gamma=paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 2]; in setUp()
211 this->gamma in setUp()
226 this->gamma in setUp()
242 this->gamma in setUp()
/cmsis-dsp-latest/PythonWrapper/examples/
Dtestdsp6.py140 clf = svm.SVC(kernel='poly', gamma='auto', coef0=1.1)
162 gamma=clf._gamma variable
176 [0,1],degree,coef0,gamma)
/cmsis-dsp-latest/Testing/Include/Tests/
DSVMF16.h32 float16_t coef0, gamma; variable
DSVMF32.h32 float32_t coef0, gamma; variable
/cmsis-dsp-latest/Testing/Include/Benchmarks/
DSVMF16.h30 float16_t coef0, gamma; variable
DSVMF32.h30 float32_t coef0, gamma; variable

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